Selected Recent Publications

2024

Wang, J., Huang, J. X., Tu, X., Wang, J., Huang, A.J., Laskar, MTR and Bhuiyan, A. "Utilizing BERT for Information Retrieval: Survey, Applications, Resources and Challenges'', ACM Computing Surveys (CSUR). ACM Publisher. In press. July 2024. ISSN: 0360-0300 and EISSN:1557-7341 (PDF).
Xie, Z., Zhang, Y., Zhou, G.Y., Liu, J. and Huang, J. X. "One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion", IEEE Transactions on Knowledge and Data Engineering (TKDE). IEEE Publisher. Accepted on July 19. 2024. ISSN: 1041-4347.
Xie, Z., Zhou, G. and Huang, J. X. "CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension" (full paper), ACM Transactions on Intelligent Systems and Technology (TIST). ACM Publisher. Accepted. To be appeared. xx(xx):1-xx. 2024. ISSN: 2157-6904 and EISSN:2157-6912.
Xiao, Y., Zhou, G., Xie, Z., Liu, J. and Huang, X. "Learning dual disentangled representation with self-supervision for temporal knowledge graph reasoning", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 61(3):103618, 2024. 16 pages. ISSN: 0306-4573
Bhuiyan, A., Huang, J. X. and An, A. "IGMG: Instance-guided Multi-Granularity for Domain Generalizable Person Reidentification", Computer Vision and Image Understanding. ELSEVIER Publisher. 32 pages. In press. 2024. ISSN: 0262-8856
Jahan, I., Laskar, M.T.R., Peng, C. and Huang, J. X. "A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks'', Journal of Computers in Biology and Medicine (CIBM). ELSEVIER Publisher. 25 pages (PDF). In press, 2024. ISSN (Printed): 0010-4825 and ISSN (Online): 1879-0534.
Chai, S. and Huang, J. X. "Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing", Journal of Grid Computing (JGC). Springer-Verlag Publisher. Vol 22, No. 1, Article 27. March 2024. ISSN: 1570-7873 (Print).
Huang, Y. and Huang, J. X. "Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges", Web Intelligence Journal (WIJ). IOS Press Publisher. 16 pages. In press. 2024. ISSN: 1570-1263 (Print) and 1875-9289 (Online).
Fisher, A., Tan, X., Billah, M., Lingras, P., Huang, J. X. and Mago, V. "PAAD: Panelization Algorithm for Architectural Designs", PLOS One. Accepted on May 15. 2024.
Pan, M., Li, T., Liu, Y, Pei, Q., Huang, E. A. and Huang, J. X. "A Semantically Enhanced Text Retrieval Framework with Abstractive Summarization", To be appeared in Computational Intelligence: An International Journal. John Wiley & Sons Publisher. 2024. ISSN: 1041-4347.
Zhang, Y., Zhou, G., Xie, Z. and Huang, X. "Number-enhanced Representation with Hierarchical Recursive Tree Decoding for Math Word Problem Solving", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 61(2):103585, 2024. 16 pages. ISSN: 0306-4573
Wang, J., Huang, J. X. and Sheng, J. "An Efficient Long-text Semantic Retrieval Approach via Utilizing Presentation Learning on Short-text" (17 pages), To be appeared in Complex & Intelligent Systems Journal. Springer Publisher, Volume 10, pages 963-979, 2024. ISSN: 2198-6053. Vol.234, (online version)
Zhou, G.Y., Li, P., Xie, P. and Huang, J. X. "Learning Dynamic and Static Representations for Temporal Knowledge Graph Reasoningb", IEEE Transactions on Audio, Speech and Language Processing (TASLP). IEEE Publisher. Accepted on September 10, 2024. ISSN: 2329-9290 and EISSN:2329-9304. DOI: doi.org/10.1109/TASLP.2021.3079812
Laskar, M.T.R., M.S., Alqahtani, S., Bari, M. S., Rahman, M., Khan, M. A. M., Khan, H., Jahan, I., Bhuiyan, A., Tan, C. W., Parvez, M. R., Prince, E. H., Joty S. and Huang, J. X. "A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations and Recommendations'' (full paper and invited for oral presentation), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, Florida, USA. November 12-16, 2024. 25 pages.
Li, M., Li, L., Tao, X. and Huang, J. X. "MealRec+: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness" (full paper for resource track and invited for oral presentation). Proceedings of the 47th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA. July 14-18, 2024.
Zhuo, Z., Xie, Z., Zhou, G. and Huang, J. X. "MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension" (full paper and invited for oral presentation). Proceedings of the 47th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA. July 14-18, 2024. 749-758. 159 regular research papers were accepted out of 1,148 abstract for full paper submissions, of which 791 full paper submissions were selected for review.

2023

Keyvan, K. and Huang, J. X. "How to Approach Ambiguous Queries in Conversational Search? A Survey of Techniques, Approaches, Tools and Challenges'', ACM Computing Surveys (CSUR). ACM Publisher. Vol 55, No. 6, Article 129, 1-40 pages. July 2023. ISSN: 0360-0300 and EISSN:1557-7341 (PDF).
Wang, J., Huang, J. X., Tu, X., Wang, J., Huang, A.J., Laskar, MTR and Bhuiyan, A. "Utilizing BERT for Information Retrieval: Survey, Applications, Resources and Challenges'', ACM Computing Surveys (CSUR). ACM Publisher. In press. July 2024. ISSN: 0360-0300 and EISSN:1557-7341 (PDF).
Zou, J., Huang, J. X., Ren, Z. and Kanoulas, E. "Learning to Ask: Conversational Product Search via Representation Learning'', ACM Transactions on Information Systems (TOIS). ACM Publisher. Vol. 41, No. 2, Article 45, 1-27 pages. April 2023. ISSN: 1046-8188 and EISSN:1558-2868 (PDF).
Ayadi, H., Torjmen-Khemakhem, M. and Huang, J. X. "Term Dependency Extraction Using Rule-based Bayesian Network for Medical Image Retrieval", Artificial Intelligence In Medicine (AIM). ELSEVIER Publisher. In press, May 2023. ISSN (Printed): 0933-3657 and ISSN (Online): 1532-2890.
Xie, Z., Zhou, G. and Huang, J. X. "CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension" (full paper), ACM Transactions on Intelligent Systems and Technology (TIST). ACM Publisher. Accepted. To be appeared. xx(xx):1-xx. 2023. ISSN: 2157-6904 and EISSN:2157-6912.
Bhuiyan, A., Huang, J. X. and An, A. "IGMG: Instance-guided Multi-Granularity for Domain Generalizable Person Reidentification", Computer Vision and Image Understanding. ELSEVIER Publisher. 32 pages. In press. 2023. ISSN: 0262-8856
Jahan, I., Laskar, M.T.R., Peng, C. and Huang, J. X. "A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks'', Journal of Computers in Biology and Medicine (CIBM). ELSEVIER Publisher. 25 pages (PDF). In press, Dec. 2023. ISSN (Printed): 0010-4825 and ISSN (Online): 1879-0534.
Chai, S. and Huang, J. X. "Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing", Journal of Grid Computing (JGC). Springer-Verlag Publisher. Vol 22, No. 1, Article 27. March 2023. ISSN: 1570-7873 (Print).
Huang, Y. and Huang, J. X. "Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges", Web Intelligence Journal (WIJ). IOS Press Publisher. 16 pages. In press. 2023. ISSN: 1570-1263 (Print) and 1875-9289 (Online).
P Xie, G Zhou, J Liu, J. X. Huang "Incorporating Global-local Neighbors with Gaussian Mixture Embedding for Few-shot Knowledge Graph Completion" (16 pages), To be appeared in Expert Systems with Applications: An International Journal. ELSEVIER Publisher, August 2023. ISSN: 0957-4174. Vol.234,
Pan, M., Li, T., Liu, Y, Pei, Q., Huang, E. A. and Huang, J. X. "A Semantically Enhanced Text Retrieval Framework with Abstractive Summarization", To be appeared in Computational Intelligence: An International Journal. John Wiley & Sons Publisher. 2023. ISSN: 1041-4347.
Wang, J., Huang, J. X. and Sheng, J. "An Efficient Long-text Semantic Retrieval Approach via Utilizing Presentation Learning on Short-text" (17 pages), To be appeared in Complex & Intelligent Systems Journal. Springer Publisher, August 2023. ISSN: 2198-6053. Vol.234, (online version)
Pan, M, Pei, Q., Huang, E., Wang, J. and Huang, J. X. "SPRF: A Semantic Pseudo-Relevance Feedback Enhancement for Information Retrieval via ConceptNet", Knowledge-Based Systems Journal. ELSEVIER Publisher. 205: 106292, 2023. ISSN: 0950-7051 (Print) and 1872-7409 (Online).
Zhang, Y., Zhou, G., Xie, Z. and Huang, X. "Number-enhanced Representation with Hierarchical Recursive Tree Decoding for Math Word Problem Solving", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 61(2):103585, 2023. 16 pages. ISSN: 0306-4573
Xiao, Y., Zhou, G., Xie, Z., Liu, J. and Huang, X. "Learning dual disentangled representation with self-supervision for temporal knowledge graph reasoning", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 61(3):103618, 2023. 16 pages. ISSN: 0306-4573
Xie, Z., Zhou, G. and Huang, J. X. "TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding", IEEE Transactions on Audio, Speech and Language Processing (TASLP). IEEE Publisher. Vol.31, No.2. 2246-2258. May 2023. ISSN: 2329-9290 and EISSN:2329-9304. DOI: doi.org/10.1109/TASLP.2021.3079812
Huang, Y. and Huang, J. X. "Diversified Prior Knowledge Enhanced General Language Model for Biomedical Information Retrieval'' (full paper), Proceedings of the 26th European Conference on Artificial Intelligence (ECAI 2023), Krakow, Poland. September 30 - October 5, 2023. 391 full research papers accepted for presentation out of 1,631 paper submissions.
Huang, Y. and Huang, J. X. "York University at TREC 2023: Deep Learning Track", Proceedings of the 32nd Text REtrieval Conference (TREC-32), NIST Special Publication, Gaithersburg, MD, USA, November 14-18, 2023.
Liu, L. and Huang, J. X. "Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation" (short paper), Proceedings of the 46th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023),Taipei, Taiwan. July 23-27, 2023. 749-758. 154 papers were accepted out of 613 submissions.
Nahali, S., Ayadi, H. and Huang, J. X. "IsoGloVe: A New Count-based Graph Embedding Method Based on Geodesic Distance", Proceedings of the 36th Canadian Conference on Artificial Intelligence (Canadian AI 2023), Montreal, Canada. June 3-9, 2023. Lecture Notes in Artificial Intelligence (LNAI) Volume 12109, 342-348. Springer-Verlag Publisher.
Nahali, S., Ayadi, H. and Huang, J. X. "A Dynamic and Task-independent Reward Shaping Approach for Discrete Partially Observable Markov Decision Processes" (full paper), Proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'23), Osaka, Japan. May 25-28, 2023.
Jahan, I., Laskar, M.T.R., Peng, C. and Huang, J. X. "Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers'' (full paper), Proceedings of the 22nd Workshop on Biomedical Language Processing, BioNLP@ACL 2023, Toronto, Ontario, Canada. July 9-14, 2023.
Liang, Z., Xue, Z., Feng, Y., Rajaraman, S., Huang, J. X. and Antani, S. "Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic'', Proceedings of the 2023 IEEE International Conference on Bioinformatics & Biomedicine (BIBM 2023), Istanbui, Turkey, December 5-8, 2023.
Xie, Z., Zhang, Y., Liu, J., Zhou, G. and and Huang, J. X. "Learning Query Adaptive Anchor Representation for Inductive Relation Prediction'' (Findings of full paper), Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), Toronto, Ontario, Canada. July 9-14, 2023. xxx-xxx. xxx regular full papers accepted for presentation out of x,xxx paper submissions.
Laskar, M.T.R., M.S., Rahman, M., Jahan, I., Prince, E. H. and Huang, J. X. "Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization'' (Findings of EMNLP), Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore. December 6-10, 2023. 11 pages.
Laskar, M.T.R., Bari, M.S., Rahman, M., Bhuiyan, M.A.H., Joty, S. and Huang, J. X. "A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets'' (Findings of full paper), Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), Toronto, Ontario, Canada. July 9-14, 2023. xxx-xxx. xxx regular full papers accepted for presentation out of x,xxx paper submissions (PDF).

2022

Zhao, J., Huang, J. X., Deng, H, Chang, Y. and Xia, L. "Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic Model for Web Search Personalization'', ACM Transactions on Information Systems (TOIS). ACM Publisher. Vol. 40, No. 3, Article 51, 1-24 pages. July 2022. ISSN: 1046-8188 and EISSN:1558-2868 (PDF)
Xie, Z., Zhu, R., Liu, J., Zhou, G. and Huang, J. X. "Dual Gated Graph Attention Networks with Dynamic Iterative Training for Cross-Lingual Entity Alignment'', ACM Transactions on Information Systems (TOIS). ACM Publisher. Vol. 40, No. 3, Article 44, pp 1-30. July 2022. ISSN: 1046-8188 and EISSN:1558-2868 (PDF)
Pan, M, Wang, J. and Huang, J. X. "A Probabilistic Framework for Integrating Sentence-level Semantics via BERT into Pseudo-relevance Feedback", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 59(1):102734, January 2022. 16 pages. ISSN: 0306-4573
Hu, Y., Yang, H., Zhou, G. and Huang, J. X. "Generating Factoid Questions with Question Type Enhanced Representation and Attention-based Copy Mechanism'', ACM Transactions on Asian and Low Resource Language Information Processing (TALLIP). ACM Publisher. Vol. 21, No. 2, Article 31, pp. 1-18. March 2022. ISSN: 2375-4699 and EISSN:2375-4702 (PDF)
Zhang, Q., Weng, X., Zhou, G. and Huang, X. "ARL: An Adaptive Reinforcement Learning Framework for Complex Question Answering over Knowledge Base", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 59(3):102933, May 2022. 16 pages. ISSN: 0306-4573
Moghisi, R., El Morr, C., Pace, K.T., Hajiha, M. and Huang, J. "A Machine Learning Approach to Predict the Outcome of Urinary Calculi Treatment Using Shock Wave Lithotripsy: Model Development and Validation Study", Interactive Journal of Medical Research (i-JMR). 11(1):441-453, 2022
Xie, Z., Zhu, R., Liu, J., Zhou, G. and Huang, J. X. "An Efficiency Relation-specific Graph Transformation Network for Knowledge Graph Representation Learning", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 22 pages. In press. 2022. ISSN: 0306-4573
Laskar, Md. T. R., Prince, E. H. and Huang, J. X. "Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization", Computational Linguistics Journal (CL). MIT Press. 40 pages. In press. 2022. ISSN: 0891-2017 and EISSN: 1530-9312.
Zhang, Y., Zhou, G., Xie, Z. and Huang, J. X. "HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem Solving", IEEE Transactions on Audio, Speech and Language Processing (TASLP). IEEE Publisher. Vol. 30, No. 2. 816-828. January 2022. ISSN: 2329-9290 and EISSN:2329-9304. DOI: doi.org/10.1109/TASLP.2021.3079812
Zhao, X. and Huang, J. X. "Bert-QAnet: BERT-encoded Hierarchical Question-Answer Cross-Attention Network for Duplicate Question Detection Neurocomputing", Neurocomputing Journal. Elsevier Publisher. In press. August 2022. ISSN: 0925-2312.
Bhuiyan, A. and Huang, J. X. "STCA: Utilizing A Spatio-Temporal Cross-Attention Network for Enhancing Video Person Re-Identification", Image and Vision Computing Journal (IVC). ELSEVIER Publisher. 36 pages. In press. 2022. ISSN: 0262-8856
Xie, Z., Zhu, R., Liu, J., Zhou, G. and Huang, J. X. "GFCNet: Utilizing Graph Feature Collection Networks for Coronavirus Knowledge Graph Embeddings", Information Sciences Journal (INS). ELSEVIER Publisher. 36 pages. In press. 2022. ISSN: 0020-0255.
Tan, X., Huang, J. X. and Huang, K. "Complexity Analysis of Green Pickup-and-Delivery Problems on Ring Structures", Proceedings of the 35th Canadian Conference on Artificial Intelligence (Canadian AI 2022), Toronto, Canada. May 30 - June 3, 2022. Lecture Notes in Artificial Intelligence (LNAI) Volume 12109, 342-348. Springer-Verlag Publisher.
Liang, Z. and Huang, J. X. "Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Generation'', AMIA Annual Symposium Proceedings (AMIA 2022 Informatics Summit), Chicago, USA. pp. 323-330. May 21-24, 2022 (PMID)
Xia, L., Huang, C., Xu, Y., Zhao, J., Yin, D. and Huang, J. X. "Hypergraph Contrastive Collaborative Filtering" (full paper and invited for oral presentation). This paper was ranked as the Most Influential SIGIR Papers (2023-04). Proceedings of the 45th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), Madrid, Spain. July 11-15, 2022. 749-758. 161 regular research papers were accepted out of 1,469 submissions which include 794 valid full paper and 675 valid short paper submissions.

2021

Tal, O., Liu, Y., Huang, J. X., Yu, X. and Aljbaw, B. "Neural Attention Frameworks for Explainable Recommendation", IEEE Transactions on Knowledge and Data Engineering (TKDE). IEEE Publisher. 33(5): 2137-2150, 2021. ISSN: 1041-4347.
Xie, Z., Zhu, R., Liu, J., Zhou, G. and Huang, J. X. "Hierarchical Neighbor Propagation with Bidirectional Graph Attention Network for Relation Prediction", IEEE Transactions on Audio, Speech and Language Processing (TASLP). IEEE Publisher. 29(2): 1762-1773, November 2021. ISSN: 2329-9290 and EISSN:2329-9304. DOI: doi.org/10.1109/TASLP.2021.3079812
Tohti, T., Tan, X., Huang, J. and Hamdulla, A. "Text Representation and Similarity Measure for Text Clustering Based on Semantic Strings: A Case Study on Uyghur Language", Journal of Applied Science and Engineering. 24(3): 339-350. June 2021. DOI: doi.org/10.6180/jase.202106_24(3).0009
Zhou, J., Zhao, J., Huang, J. X. and Hu, Q. "MASAD: A Large-Scale Dataset for Multimodal Aspect-Based Sentiment Analysis", Neurocomputing Journal. Elsevier Publisher. 455: 47-58, 2021. ISSN: 0925-2312.
Zhang, J., Huang, J. X. and Hu, Q. "Global Optimization with One-class Classification-assisted Selection", Swarm and Evolutionary Computation Journal. ELSEVIER Publisher. 60: 100801, 2021. ISSN: 2210-6502.
Xie, Z., Yu, Z., Zhou, G. and Huang, J. X. "DFM: A Parameter-shared Deep Fused Model for Knowledge Base Question Answering", Information Sciences Journal. ELSEVIER Publisher. 547: 103-118, 2021. ISSN: 0020-0255.
Laskar, Md. T. R., Huang, J. X., Smetana, V., Stewart, C., Pow, K., An, A., Chan, S. and Liu, L. "Extending Isolation Forest for Anomaly Detection in Big Data via K-Means", ACM Transactions on Cyber-Physical Systems (TCPS). ACM Publisher. 5(4): 1-26, 2021. ISSN: 2378-962X.
Zhu, R., Tu, X. and Huang, J. X. "Utilizing BERT for biomedical and clinical text mining", In Kun Chang Lee et al. (Eds.), Data Analytics in Biomedical Engineering and Healthcare. Elsevier Inc. 73-103. January 2021. Print ISBN: 978-0-12-819314-3.
Liang, Z. and Huang, J. X. "Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Generation'', Proceedings of American Medical Informatics Association Annual Symposium (AMIA 2021), San Diego (Virtual) USA. Oct 30 � Nov 3, 2021.
Liang, Z. and Huang, J. X. "Adaptive Cycle-consistent Adversarial Network for Malaria Blood Cell Image Synthetization'', Proceedings of the 2021 IEEE Applied Imagery Pattern Recognition Workshop (AIPR 2021), Washington, DC (Virtual) USA. Oct 12-14, 2021.
Huang, Y. and Huang, J. X. "York University at TREC 2021: Deep Learning Track", Proceedings of the 30th Text REtrieval Conference (TREC-30), NIST Special Publication, Gaithersburg, MD, USA, November 15-19, 2021.
Laskar, Md. T. R., Huang, J. X. and Prince, E. H. "Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection Task". In: Kilgour D.M., Kunze H., Makarov R., Melnik R., Wang X. (eds) Recent Developments in Mathematical, Statistical and Computational Sciences. Springer Proceedings in Mathematics & Statistics, Vol 343. Springer Publisher, Cham. https://doi.org/10.1007/978-3-030-63591-6_63 . August 30, 2021.
Zhao, X., Huang, J. X. and Yang, H. "CANs: Coupled-Attention Networks for Sarcasm Detection on Social Media" (full paper and invited for oral presentation), Proceedings of the 2021 International Joint Conference on Neural Networks (IJCNN 2021). Virtual Event. 18-22 July, 2021. 1-8.
Huang, C., Chen, J., Xia, L., Dai, P., Chen, Y., Bo, L, Zhao, J. and Huang, J. X. "Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation" (full paper and invited for oral presentation), Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Vancouver (Virtual), Canada. February 2-9, 2021. 4123-4130. 1,692 long papers were accepted out of all the 9,034 submissions.
Tan, X. and Huang, J. X. "A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems" (full paper and invited for oral presentation), Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Vancouver (Virtual), Canada. February 2-9, 2021. 11990-11997. 1,692 long papers were accepted out of all the 9,034 submissions.

2020

Chen, X., Xiong, K., Zhang, Y., Xia, L., Yin, D. and Huang, J. X. "Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network'', ACM Transactions on Information Systems (TOIS). ACM Publisher. Vol xx, No. x, Article xx, 22 pages. Accepted. September 2020. ISSN: 1046-8188 and EISSN:1558-2868 (PDF)
Zhang, J., Huang, J. X. and Hu, Q. "Boosting Evolutionary Optimization via Fuzzy Classification Assisted Selection", Information Sciences Journal. ELSEVIER Publisher. 519: 423-438, 2020. ISSN: 0020-0255.
Zhou, J., Chen, Q., Huang, J. X. and Hu, Q. "A Position-Aware Hierarchical Transfer Model for Aspect-Level Sentiment Classification", Information Sciences Journal. ELSEVIER Publisher. 513: 1-16, 2020. ISSN: 0020-0255.
Jian, F., Huang, J. X., Zhao, J., Ying, Z. and Wang, Y. "A Topic-based Term Frequency Normalization Framework to Enhance Probabilistic Information Retrieval", Computational Intelligence: An International Journal. John Wiley & Sons Publisher. 36(2): 486-521, 2020. ISSN: 1041-4347.
Zhou, J., Huang, J. X., Hu, Q. "Is Position Important? Deep Multi-task Learning for Aspect-based Sentiment Analysis", Applied Intelligence Journal. Springer Publisher. 50(10): 3367-3378, 2020. ISSN: 0924-669X (Print) and 1573-7497 (Online).
Zhou, J., Huang, J. X., Hu, Q. "SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for Aspect-level Sentiment Classification", Knowledge-Based Systems Journal. ELSEVIER Publisher. 205: 106292, 2020. ISSN: 0950-7051 (Print) and 1872-7409 (Online).
Pan, M., Huang, J. X., He, T., Mao, Z., Ying, Z. and Tu, X. "A Simple Kernel Co-occurrence-based Enhancement for Pseudo Relevance Feedback", Journal of the American Society for Information Science and Technology (JASIST). John Wiley & Sons Publisher. Vol 71, No 3, pp. 264-281, 2020. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Zhu, R., Tu, X. and Huang, J. X. "Using Deep Learning Based Natural Language Processing Techniques for Clinical Decision Making with Electrical Health Records", In Sujata Dash et al. (Eds.), Deep Learning Techniques for Biomedical and Health, Studies in Big Data Series, Vol. 68. Springer Publisher. 257-295. January 2020. Print ISBN: 978-3-030-33965-4.
Zhu, R., Tu, X. and Huang, J. X. "Deep Learning on Information Retrieval and Its Applications", In Himansu Das et al. (Eds.), Deep Learning for Data Analytics: Foundations, Biomedical Applications, and Challenges. Elsevier Inc. 125-153. January 2020. Print ISBN: 978-0-12-819764-6.
Zhou, J., Huang, J. X., Hu, Q.V. and He, L. "Modeling Multi-Aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification" (full paper and invited for oral presentation), Proceedings of the 25th International Conference on Database Systems for Advanced Applications (DASFAA 2020), 16 pages. Jeju, South Korea. May 21-24, 2020.
Laskar, Md. T. R., Prince, E. H. and Huang, J. X. "Query Focused Abstractive Summarization via Incorporating Query Relevance and Transfer Learning with Transformer Models", Proceedings of the 33rd Canadian Conference on Artificial Intelligence (Canadian AI 2020), Ottawa, Canada. May 12-15, 2020. Lecture Notes in Artificial Intelligence (LNAI) Volume 12109, 342-348. Springer-Verlag Publisher.
Zhou, L., Xia, L., Gu, Y., Liu, W., Huang, J. X. and Yin, D. "Neural Interactive Collaborative Filtering" (full paper and invited for oral presentation), Proceedings of the 43rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China. July 25-30, 2020. 749-758.
Wang, P., Fan, Y., Xia, L., Zhao, W. X., Niu, S. and Huang, J. "KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation" (full paper and invited for oral presentation), Proceedings of the 43rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China. July 25-30, 2020. 209-218.
Liang, Z., Huang, J. X., Liu, J. and Chan, S. "Enhancing Automated COVID-19 Chest X-ray Diagnosis by Image-to-Image GAN Translation'' (short paper), Proceedings of the 2020 IEEE International Conference on Bioinformatics & Biomedicine (BIBM 2020), Seoul (Virtual), South Korea. December 16-19, 2020. xxx-xxx. 111 short papers were accepted out of all 572 submissions.
Xie, Z., Zhou, G.Y., Liu, J. and Huang, J. X. "ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding'' (full paper and invited for oral presentation), Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), Seattle (Virtual), Washington, USA. July 5-10, 2020. 5929-5939. 571 regular full papers accepted for presentation out of 3,429 paper submissions.
Xie, Z., Zhu, R., Zhao, K., Liu, J., Zhou, G.Y. and Huang, J. X. "A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment'' (long paper), Proceedings of the 28th Biennial International Conference on Computational Linguistics (COLING 2020), Barcelona (Virtual), Spain. December 8-13, 2020. xxx-xxx. 493 long papers were accepted out of all the 2,319 submissions.
Laskar, Md. T. R., Prince, E. H. and Huang, J. X. "WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization'' (short paper), Proceedings of the 28th Biennial International Conference on Computational Linguistics (COLING 2020), Barcelona (Virtual), Spain. December 8-13, 2020. xxx-xxx. 129 short papers were accepted out of all the 2,319 submissions.
Laskar, Md. T. R., Huang, J. X. and Prince, E. H. "Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task'' (full research paper and invited for oral presentation), Proceedings of the Twelfth International Conference on Language Resources and Evaluation (LREC 2020), Palais du Pharo, Marseille, France. May 11-16, 2020. 5505-5514.
Huang, C., Chen, J., Xia, L., Dai, P., Chen, Y., Bo, L, Zhao, J. and Huang, J. X. "Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation" (full paper and invited for oral presentation), Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Vancouver (Virtual), Canada. February 2-9, 2021. xxx-xxx. 1,692 long papers were accepted out of all the 9,034 submissions.
Tan, X. and Huang, J. X. "A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems" (full paper and invited for oral presentation), Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Vancouver (Virtual), Canada. February 2-9, 2021. xxx-xxx. 1,692 long papers were accepted out of all the 9,034 submissions.
Huang, J. X., Chang, Y., Cheng, X., Kamps, J., Murdock V., Wen, J. and Liu, Y. (Eds.), Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an (Virtual), China, July 25-30, 2020. 2488 pages. ISBN: 978-1-4503-8016-4. ACM Publisher.

2019

Tan, X. and Huang, J. X. "On Computational Complexity of Pickup-and-Delivery Problems with Precedence Constraints or Time Windows" (full paper and invited for oral presentation), Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), Macao, China. August 10-16, 2019.
Laskar, Md. T. R., Huang, J. X. and Prince, E. H. "Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection Task" (full paper and invited for oral presentation), Proceedings of the V International Applied Mathematics, Modeling and Computational Science Conference (AMMCS 2019), Waterloo, Ontario, Canada. August 18-23, 2019. 10 pages. Springer Publisher.
Ying, Z., Huang, J. X. and Zhou, J. "A New Digital Signal Processing Based Model with Multi-Aspect Term Frequency for Information Retrieval", IEEE Access. 7: 160738-160754 (2019). IEEE Publisher.
Ying, Z., Huang, J. X., Zhou, J., Jian, F. and He, T. "DSPF: A Digital Signal Processing Based Framework for Information Retrieval", IEEE Access. 7: 110235-110248 (2019). IEEE Publisher.
Liang, Z., Liu, J., Qu, A., Zhang, H., Li, Z. and Huang, J. X. "Deep Generative Learning for Automated EHR Diagnosis of Traditional Chinese Medicine", Computer Methods and Programs in Biomedicine. ELSEVIER Publisher. 174: 17-23, 2019. ISSN: 0169-2607.
Zhou, J., Huang, J. X., Chen, Q., Hu, Q., Wang, T. and He, L. "Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision and Challenges", IEEE Access. 7: 78454-78483 (2019). IEEE Publisher.
An, X., Huang, J. X. and Wang, Y. "Diversity and Novelty in Biomedical Information Retrieval, In David D. Feng (Ed.), Biomedical Information Technology - 2nd edition: Part 2. Artificial Intelligence and Big Data Processing in Biomedicine, Biomedical Engineering Series, Elsevier Publisher. Pages: 369-396. Print ISBN: 978-0-128-16034-3. Online ISBN: October 25, 2019.
Liang, Z., Liu, J., Zhang, H., Huang, J. X., Li, Z. and Chan, S. "Patient Entity Recognition by Automatic EHR Context Understanding and Deep Learning", Proceedings of the 2019 IEEE International Conference on Bioinformatics & Biomedicine (BIBM 2019), San Diego, CA, USA. November 18-21, 2019. 493-496.
Laskar, Md. T. R., Prince, E. H. and Huang, J. X. "Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection Task'' (Extended Abstract), Proceedings of the V International Applied Mathematics, Modeling and Computational Science Conference (AMMCS 2019), Waterloo, Ontario, Canada. August 18-23, 2019.
Zhang, J., Huang, J. X. and Hu, Q. "A Classification-Based Selection for Evolutionary Optimization", Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2019), Prague, Czech Republic. July 13-17, 2019. ACM Publisher.
Tu, X., Huang, J. X., Luo, J., Zhu, R. and He, T. "Parrot: A Python-based Interactive Platform for Information Retrieval Research" (demo paper for invited for demo presentation), Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France. July 21-25, 2019.

2018

Chen, Q., Hu, Q. and Huang, J. X. "CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity" (full paper and invited for oral presentation), Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), New Orleans, Lousiana, USA. February 2-7, 2018.
Chen, Q., Hu, Q. and Huang, J. X. "TAKer: Time-Aware Microblog Search with Kernel Density Estimation", IEEE Transactions on Knowledge and Data Engineering (TKDE). IEEE Publisher. 30(8):1602-1615. 2018. ISSN: 1041-4347.
Huang, J. X., He, B. and Zhao, J. "Mining Authoritative and Topical Evidence from Blogosphere for Improving Opinion Retrieval", Information Systems (IS) Journal. ELSEVIER Publisher. Vol 78, November 2018. 199-213. ISSN: 0306-4379.
Sun, J. and Huang, J. X. "BRBcast: A New Approach to Belief Rule-Based System Parameter Learning via Extended Causal Strength Logic", Information Sciences Journal. ELSEVIER Publisher. 444, May 2018. 51-71. ISSN: 0020-0255.
Ayadi, H., Torjmen-Khemakhem, M., Huang, J. X., Daoud, M. and Ben Jemaa, M. "MF-Re-Rank: A Modality Feature-Based Re-Ranking Model for Medical Image Retrieval", Journal of the American Society for Information Science and Technology (JASIST). John Wiley & Sons Publisher. In press, 2018. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Liang, Z., Liu, J., Huang, J. X. and Zeng, X. "Fast Screening Technology For Drug Emergency Management: Predicting Suspicious SNPs For ADR With Information Theory-based Models", Combinatorial Chemistry & High Throughput Screening. In press, 2018. Vol. 21 , 2018. DOI: 10.2174/1386207321666180115094814.
Liang, Z., Liu, J., Qu, A., Zhang, H., Li, Z. and Huang, J. X. "Deep Generative Learning for Automated EHR Diagnosis of Traditional Chinese Medicine", Computer Methods and Programs in Biomedicine. In press, 2018.
Chen, Q., Hu, Q. and Huang, J. X. "CAN: Enhancing Sentence Similarity Modeling with Collaborative and Adversarial Network" (full paper and invited for oral presentation), Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, U.S.A. July 8-12, 2018.
Jian, F., Huang, J. X. and Zhao, J. "A New Term Frequency Normalization Model for Probabilistic Information Retrieval", Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, U.S.A. July 8-12, 2018.
Chen, Q., Hu, Q., Huang, J. X. and He, L. "Modeling Queries with Contextual Snippets for Information Retrieval" (full paper), ACM Transactions on Intelligent Systems and Technology (TIST). ACM Publisher. 9(4):1-47. 2018. ISSN: 2157-6904 and EISSN:2157-6912.

2017

Gan, G. and Huang, J. X. "A Data Mining Framework for Valuing Large Portfolios of Variable Annuities" (full paper and invited for oral presentation), Proceedings of the 23rd ACM SIGKDD International Conference of Knowledge, Discovery and Data Mining (KDD 2017), Halifax, Nova Scotia, Canada. August 13-17, 2017.
Zhou, G. and Huang, J. X. "Modeling and Learning Distributed Word Representation with Metadata for Question Retrieval", IEEE Transactions on Knowledge and Data Engineering (TKDE). IEEE Publisher. 29(6): 1226-1239, 2017. ISSN: 1041-4347.
Ayadi, H., Torjmen-Khemakhem, M., Daoud, M., Huang, J. X. and and Ben Jemaa, M. "Mining Correlations between Medically Dependent Features and Image Retrieval Models for Query Classification", Journal of the American Society for Information Science and Technology (JASIST). John Wiley & Sons Publisher. 68(5):1323-1334, 2017. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
An, X. and Huang, J. X. "geNov: A New Metric for Measuring Novelty and Relevancy in Biomedical Information Retrieval", Journal of the American Society for Information Science and Technology (JASIST). John Wiley & Sons Publisher. In press, 2017. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Feng, W., Kazi, T. H., Hu, G. and Huang, J. X. "pART2: Using Adaptive Resonance Theory for Web Caching Prefetching", Neural Computing and Applications Journal (NCAA). Springer-Verlag Publisher. In press, 2017. ISSN (Print): 0941-0643 and ISSN (Online): 1433-3058.
Zhou, G. and Huang, J. X. "Modeling and Mining Domain Shared Knowledge for Sentiment Analysis'' (40 pages), ACM Transactions on Information Systems (TOIS). ACM Publisher. In press, 2017. ISSN: 1046-8188 and EISSN:1558-2868 (PDF).
Tan, X., Gu, Y. and Huang, J. X. "An Ontological Account of Flow-control Components in BPMN Process Models", Big Data and Information Analytics (BDIA). 2(2):177-188, April 2017.
Tan, X., Jian, F. and Huang, J. X. "On the Effectiveness of Bayesian Network-based Models for Document Ranking", Proceedings of the 2017 ACM International Conference on The Theory of Information Retrieval (ICTIR 2017), Amsterdam, Netherlands. October 1-4, 2017.
Chen, Q., Hu, Q. and Huang, J. X. "Enhancing Recurrent Neural Networks with Positional Attention for Question Answerin'', Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan. August 7-11, 2017 (PDF).
Ayadi, H., Torjmen, M., Huang, J. X., Daoud, M. and Benjemaa, M. "Learning to Re-rank Medical Images Using a Bayesian Network-Based Thesaurus" (full paper, 12 pages), Proceedings of the 39th European Conference on Information Retrieval (ECIR'17), Aberdeen, Scotland, UK, 8-13 April 2017.

2016

Miao, J., Huang, J. X. and Zhao, J. "TopPRF: A Probabilistic Framework for Integrating Topic Space into Pseudo Relevance Feedback'', ACM Transactions on Information Systems (TOIS). ACM Publisher. Vol 34, No. 4, Article 22, 38 pages. September 2016. ISSN: 1046-8188 and EISSN:1558-2868 (PDF)
Ye, Z. and Huang, J. X. "A Learning to Rank Approach for Quality-Aware Pseudo Relevance Feedback", Journal of the American Society for Information Science and Technology (JASIST). Wiley InterScience Publisher. 67(4):942-959, 2016. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Liang, Z., Huang, J. X., Zheng, X. and Zhang, G. "DL-ADR: A Novel Deep Learning Model for Classifying Genomic Variants into Adverse Drug Reactions", BMC Medical Genomics. Vol 9 (Suppl 2): 48, 2016. pp. 195-204. ISSN: 1755-8794.
Jian, F., Huang, J. X. and Zhao, J. "A Simple Enhancement for Ad-hoc Information Retrieval via Topic Modelling'', Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy. July 17-21, 2016 (PDF)
Tan, X., Huang, J. X. and An, A. "Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study'', Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy. July 17-21, 2016 (PDF)
Tu, X., Huang, J. X. and He, T. "Exploiting Semantic Coherence Features for Information Retrieval'', Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy. July 17-21, 2016 (PDF)
Liang, Z., Jaeger S., Thoma, G., Huang, J. X., Guo, P., Powell, A., Silamut, K., Ersoy, I., Poostchi, M., Palaniappan, K. and Maude, R. "Deep Learning for Malaria Blood Smear Image Classification with Convolutional Neural Network'', Proceedings of the 2016 IEEE International Conference on Bioinformatics & Biomedicine (BIBM'16). Shenzhen, China, December 14-20, 2016.
Tan, X., An, X., Pairaudeau, N. and Huang, J. X. "Towards a Formal Account of the Dynamics of Knowledge and Context in Surgical Rooms for the Practice of Surgical Safety Checklists'' (invited for oral presentation), Proceedings of American Medical Informatics Association Annual Symposium (AMIA 2016), Chichago, IL, USA, November 12-16, 2016.
Zhao, J., McGrath, S., Huang, J. X., Wu, J. and Wu, S."Extracting Relevant Information from Big Data to Anticipate Forced Migration" (invited for oral presentation), Proceedings of the 2016 International Symposium on Big Data Management and Analytics (BIDMA'16), Calgary, Canada, April 25-26, 2016.
Zhou, G. Y. and Huang, J. X. "Bi-Transferring Deep Neural Networks for Domain Adaptation'' (full paper and invited for oral presentation), Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), Berlin, Germany. August 7-12, 2016 (PDF).

2015

Liang, Z., Huang, X. J., Li, Z., Hu, Q., Zhang, H., Zhang, G. and Ou, A. "Learning EMR Knowledge for Medical Information Retrieval" (20 pages), BMC Medical Informatics and Decision Making. In press, 2015. ISSN: 1472-6947.
Liang, Z., Zhang, G. and Huang, J. X. "A Generative Model for Correlation Discover of Genetic Polymorphism and Adverse Drug Reactions'', Proceedings of the 2015 IEEE International Conference on Bioinformatics & Biomedicine (BIBM'15). Washington, D.C., USA, November 9-12, 2015
Liu, B., An, X. and Huang, J. X. "Using Term Location Information to Enhance Probabilistic Information Retrieval'', Proceedings of the 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'15), Santiago, Chile. August 8-13, 2015 (PDF)

2014

Zhao, J., Huang, J. X. and Ye, Z. "Modeling Term Associations for Probabilistic Information Retrieval'', ACM Transactions on Information Systems (TOIS). ACM Publisher. Vol 32, No. 2, Article 7, 47 pages. April 2014. ISSN: 1046-8188 and EISSN:1558-2868 (PDF)
Feng, W., Zhang, Q, Hu, G. and Huang, J. X. "Mining Network Data for Intrusion Detection through Combining SVM with Ant Colony", Future Generation Computer Systems Journal (FGCS). ELSEVIER Publisher.Vol 37: 127-140. July 2014. ISSN: 0167-739X.
Liang, Z., Zhang, G., Huang, J. X. and Hu, Q. "Deep Learning for Healthcare Decision Making'', Proceedings of the 2014 IEEE International Conference on Bioinformatics & Biomedicine (BIBM'14). Belfast, U.K., November 2-5, 2014
Ayadi, H., Torjmen, M., Daoud, M., Huang, J. X. and Benjemaa, M. "Learning Classification Queries based on Confidence and Coverage''. Proceedings of the 11th Conference on Research Information and Applications (CORIA'14). Nancy, France, March 18-21, 2014
Hu, Q. and Huang, X. "Bringing Information Retrieval into Crowdsourcing", Proceedings of the 36th European Conference on Information Retrieval (ECIR'14), Amsterdam, Netherlands, April 13-16, 2014
Ye, Z. and Huang, J. X. "A Simple Term Frequency Transformation Model for Effective Pseudo Relevance Feedback'', Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'14), Gold Coast, Australia. July 6-11, 2014 (PDF)
Zhao, J. and Huang, J. X. "An Enhanced Context-sensitive Proximity Model for Probabilistic Information Retrieval'', Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'14), Gold Coast, Australia. July 6-11, 2014 (PDF)

2013

Yin, X, Huang, J. X., Li, Z. and Zhou, X. "A Survival Modeling Approach to Biomedical Search Result Diversification Using Wikipedia", IEEE Transactions on Knowledge and Data Engineering (TKDE). IEEE Publisher. 25(6): 1201-1212, 2013. ISSN: 1041-4347.
Huang, J. X. Miao, J. and He, B. "High Performance Query Expansion Using Adaptive Co-training", Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher. 49:441-453, 2013.
Zhao, J., Huang, J. X. and Hu, T. "BPLT+: A Bayesian-based Personalized Recommendation Model for Health Care'' (18 pages), to appear in BMC Genomics. August 2013. ISSN: 1471-2164.
Daoud, M. and Huang, J. X. "Modelling Geographic, Temporal and Proximity Contexts for Improving Geo-Temporal Search", Journal of the American Society for Information Science and Technology (JASIST). Wiley InterScience Publisher, 64(1):190-212, 2013. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Hu, Q. and Huang, J. X. "Enhancing Genomics Information Retrieval Through Dimensional Analysis", Journal of Bioinformatics and Computational Biology (JBCB). 11(3):14 pages, 2013. ISSN (Print): 0219-7200 and ISSN (Online): 1757-6334.
Liu, Y., Yu, X., An, A. and Huang, J. X. "Riding the Tide of Sentiment Change: Sentiment Analysis with Evolving Online Reviews", World Wide Web Journal (WWWJ). Springer-Verlag Publisher. 16(4): 477-496, 2013. ISSN (Print): 1386-145X and ISSN (Online): 1573-1413.
Ayadi, H., Torjmen, M., Daoud, M., Benjemaa, M. and Huang, J. X. "Correlating Medical-dependent Query Features with Image Retrieval Models Using Association Rules" (10 pages), Proceedings of the 22nd International ACM Conference on Information and Knowledge Management (CIKM'13), San Francisco, CA, USA. October 27 - November 1, 2013 (PDF)
An, X. and Huang, J. X. "Boosting Novelty for Biomedical Information Retrieval Through Probabilistic Latent Semantic Analysis'', Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'13), Dublin, Ireland. 28 July - 1 August, 2013 (PDF)
Babashzadeh, A., Huang, J. X. and Daoud, M. "Exploiting Semantics for Improving Clinical Information Retrieval'', Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'13), Dublin, Ireland. 28 July - 1 August, 2013 (PDF)
Mahdabi, P., Gerani, S., Huang, J. X. and Crestani, F. "Leveraging Conceptual Lexicon: Query Disambiguation Using Proximity Information for Patent Retrieval'', Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'13), Dublin, Ireland. 28 July - 1 August, 2013 (PDF)

2012

Yu, X, Liu, Y., Huang, J. X. and An, A. "Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain", IEEE Transactions on Knowledge and Data Engineering (TKDE). IEEE Publisher. 24(4): 720-734, 2012. ISSN: 1041-4347.
Daoud, M. and Huang, J. X. "Mining Query-Driven Contexts for Geographic and Temporal Search" (21 pages), accepted by International Journal of Geographical Information Science (IJGIS). Tayor & Francis Publisher, November 2012. ISSN (Printed): 1365-8816 and ISSN (Online): 1362-3087.
Ye, Z., Huang, X. J., He, B. and Lin, H. "Mining Multilingual Association Dictionary from Wikipedia for Cross-Language Information Retrieval" (28 pages), accepted by Journal of the American Society for Information Science and Technology (JASIST). Wiley InterScience Publisher, March 2012. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Hu, Q., Huang, J. X. and Hu, T. "Modeling and Mining Term Association for Improving Biomedical Information Retrieval Performance'' (18 pages), to appear in BMC Bioinformatics. June 2012. ISSN: 1471-2105.
Yin, X., Huang, X. and Li, Z. "Re-Ranking with Context for High-Performance Biomedical Information Retrieval'', International Journal of Data Mining and Bioinformatics. 6(2): 115-129, 2012. ISSN: 1748-5673.
Li, C. and Huang, J. X. "Spam Filtering Using Semantic Similarity Approach and Adaptive BPNN", Neurocomputing Journal. Elsevier Publisher. 92:88-97, 2012. ISSN: 0925-2312.
Chen, Y., Yin, X., Li, Z., Hu, T. and Huang, J. X. "A LDA-based Approach to Promoting Ranking Diversity for Genomics Information Retrieval'' (17 pages), to appear in BMC Genomics. June 2012. ISSN: 1471-2164.
Zhao, J., Huang, J. X. and Hu, T. "A Bayesian-based Prediction Model for Personalized Medical Health Care'', Proceedings of the 2012 IEEE International Conference on Bioinformatics & Biomedicine (BIBM'12). Philadelphia, USA, October 4-7, 2012
Kasperowicz, D. and Huang, J. X. "Semantic Matching Models for Medical Information Retrieval: A Case Study'', Proceedings of the 2012 Advances in Health Informatics Conference (AHIC'12), Toronto, ON, Canada, April 25-27, 2012.
Zhao, J. and Huang, J. X. "Rewarding Term Location Information to Enhance Probabilistic Information Retrieval'', Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'12), Portland, Oregon, August 12-16, 2012. (PDF)
Ye, Z., Huang, J. X. and Miao, J. "A Hybrid Model for Adhoc Information Retrieval'', Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'12), Portland, Oregon, August 12-16, 2012. (PDF)
Miao, J., Huang, J. X. and Ye, Z. "Proximity-based Rocchio's Model for Pseudo Relevance Feedback'', Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'12), Portland, Oregon, August 12-16, 2012. (PDF)

2011

Zhao, J., Huang, J. X. and He, B. "CRTER: Using Cross Terms to Enhance Probabilistic Information Retrieval'' (full paper), Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'11), Beijing, China, July 24-28, 2011. (PDF)
Zhou, X., Huang, J. X. and He, B. "Enhancing Ad-hoc Relevance Weighting Using Probability Density Estimation'' (full paper), Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'11), Beijing, China, July 24-28, 2011. (PDF)
He, B., Huang, J. X. and Zhou, X. "Modeling Term Proximity for Probabilistic Information Retrieval Models'' (32 pages), accepted by Information Sciences Journal. Elsevier Publisher. March 2011. ISSN: 0020-0255.
Hu, Q., Huang, J. X. and Miao, J. "A Robust Approach to Optimizing Multi-Source Information for Enhancing Genomics Retrieval Performance'' (18 pages), accepted by BMC Bioinformatics. January 2011. ISSN: 1471-2105.
Ye, Z., Huang, J. X. and Lin, H. "Finding a Good Query-Related Topic for Boosting Pseudo Relevance Feedback" (24 pages), accepted by Journal of the American Society for Information Science and Technology (JASIST). Wiley InterScience Publisher, January 2011. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890.
Ye, Z., Huang, J. X. and Lin, H. "A Bayesian Network Approach to Context Sensitive Query Expansion", Proceedings of the 26th ACM Symposium on Applied Computing, TaiChung, Taiwan, March 21-24, 2011
Yin, X., Li, Z., Huang, J. X. and Hu, X. "Promoting Ranking Diversity for Genomics Search with A Relevance-Novelty Combined Model'' (16 pages), accepted by BMC Bioinformatics. March 2011. ISSN: 1471-2105.
Lupu, M., Huang, J. X. and Zhu, J. "Evaluation of Chemical Information Retrieval Tools'' (16 pages), Current Challenges in Patent Information Retrieval, The Information Retrieval Series. Springer-Verlag Publisher. Vol. 29. ISBN: 978-3-642-19230-2. April 2011.

2010

Yin, X., Huang, J. X. and Li, Z. "Mining and Modeling Linkage Information from Citation Context for Improving Biomedical Literature Retrieval" (32 pages), accepted by Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher, March 2010.
Zhu, J., Huang, X. J., Song, D. and R�ger, S. "Integrating Multiple Document Features in Language Models for Expert Finding" (26 pages), Knowledge and Information Systems: An International Journal (KAIS). Springer-Verlag Publisher. ISSN (Printed): 0219-1377 and ISSN (Online): 0219-3116. Vol.23, No.1, 2010. pp.29-54. (online version)(PDF)
Ye, Z., Huang, J. X. and Lin, H. "Incorporating Rich Features to Boost Information Retrieval Performance: A SVM-regression Based Re-ranking Approach" (16 pages), accepted by Expert Systems with Applications: An International Journal. ELSEVIER Publisher, December 2010. ISSN: 0957-4174.
Liu, Y., Yu, X, Huang, X. and An, A. "Combining Integrated Sampling with SVM Ensembles for Learning from Imbalanced Datasets" (29 pages), accepted by Information Processing & Management: An International Journal (IPM). ELSEVIER Publisher, November 2010.
Hu, Q. and Huang, J. X. "Passage Extraction and Result Combination for Genomics Information Retrieval" (23 pages), Journal of Intelligent Information Systems (JIIS). Springer-Verlag Publisher. ISSN (Printed): 0925-9902 and ISSN (Online): 1573-7675. Vol.34, No.3, 2010. pp.249-274. (online version)
Zhao, J. and Huang, J. X. "CRTER: Using Cross Terms to Enhance Probabilistic Information Retrieval" (22 pages), Technical Report IR-201012-26, Information Retrieval and Knowledge Management Research Lab, York University, Toronto, Canada, December 26, 2010. (PDF)
Hu, Q., Huang, X. and Miao, J. "Exploring a Multi-Source Fusion Approach for Genomics Information Retrieval", Proceedings of the 2010 IEEE International Conference on Bioinformatics & Biomedicine, Hong Kong, China, December 18-21, 2010.
Hu, Q., Ye, Z. and Huang, J. X. "Enhancing Content-Based Image Retrieval Using Machine Learning Techniques", Proceedings of the the 2010 International Conference on Active Media Technology (AMT'10), Toronto, Canada, August 28-30, 2010.
Hu, Q. and Huang, J. X. "Genomics Information Retrieval Using a Bayesian Model for Learning and Re-ranking", Proceedings of the 2010 ACM International Conference on Bioinformatics and Computational Biology, New York, USA, August 2-4, 2010.
Huang, X., An, A. and Hu, Q. "Medical Search and Classification Tools for Recommendation�, Proceedings of the 33th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Geneva, Switzerland, July 19-23, 2010.
Yin, X. and Huang, X. "A Survival Modeling Approach to Biomedical Search Result Diversification Using Wikipedia�, Proceedings of the 33th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Geneva, Switzerland, July 19-23, 2010
Yu, X., Liu, Y., Huang, X. and An, A. "S-PLSA+: Adaptive Sentiment Analysis with Application to Sales�, Proceedings of the 33th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Geneva, Switzerland, July 19-23, 2010
Yu, X., Liu, Y., Huang, X. and An, A. "A Quality-Aware Model for Sales Prediction Using Reviews", Proceedings of the 19th International World Wide Web Conference (WWW'10), Raleigh, North Carolina, USA, April 26-30, 2010.
Yin, X., Huang, X. and Li, Z. "Promoting Ranking Diversity for Biomedical Information Retrieval Using Wikipedia" (12 pages), Proceedings of the 32nd European Conference on Information Retrieval (ECIR'10), Milton Keynes, UK, 28-31 March, 2010 (The best paper award).
Huang, X. J., Jones, G., Koudas, N., Wu, X. and Collins-Thompson, K. (Eds.), Proceedings of the 19th ACM International Confernece on Information and Knowledge Management (CIKM 2010), Toronto, Canada, October 26-30, 2010. ACM Publisher, 1982 pages. ISBN: 978-1-4503-0099-5.
Yao, Y., Sun, R., Poggio, T., Liu, J., Zhong, N. and Huang, J. X. Brain Informatics, Proceedings of BI 2010. Lecture Notes in Computer Science 6334, Springer 2010, ISBN 978-3-642-15313-6. 436 pages.
An, X., Huang, X. and Cercone, N. "The Optimal IR in Genomics: How Far Away?", Proceedings of the 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing'10), Iasi, Romania, 21-27 March, 2010.
Zhao, J., Huang, X. and Ye, Z. "York University at TREC 2010: Chemical Track", Proceedings of the 19th Text REtrieval Conference (TREC-19), NIST Special Publication, Gaithersburg, MD, USA, November 16-19, 2010.
Lupu, M., Tait, J., Huang, X. and Zhu, J. "Overview of the TREC 2010 Chemical IR Track", Proceedings of the 19th Text REtrieval Conference (TREC-19), NIST Special Publication, Gaithersburg, MD, USA, November 16-19, 2010.
Ye, Z. and Huang, J. X. "Exploring Social Annotation Tags to Enhance Information Retrieval Performance", Proceedings of the the 2010 International Conference on Active Media Technology (AMT'10), Toronto, Canada, August 28-30, 2010.
Ye, Z., Huang, X. J., Hu, Q. and Lin, H. "An Integrated Approach for Medical Image Retrieval through Combining Textual and Visual Features", Multilingual Information Access Evaluation II - Multimedia Experiments. Springer-Verlag Publisher. Lecture Notes in Computer Science, Vol. 6242, pp. 195-202. ISBN: 978-3-642-15750-9. January 2010.
Miao, J., Huang, J. X. and Hu, Q. "York University at TRECVID 2010: Video Retrieval Evaluation", Proceedings of 2010 TRECVID Evaluation (TRECVID 2010), NIST Special Publication, Gaithersburg, MD, USA, November 15-17, 2010.

2009

Huang, X. and Hu, Q. "A Bayesian Learning Approach to Promoting Diversity in Ranking for Biomedical Information Retrieval", Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'09), Boston, USA, July 19-23, 2009. (online version)(PDF)
Ye, Z., Huang, X. and Lin, H. "A Graph-based Approach to Mining Multilingual Word Associations from Wikipedia", Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'09), Boston, USA, July 19-23, 2009.
Ye, Z., Huang, X. and Lin, H. "Towards A Better Performance for Medical Image Retrieval Using An Integrated Approach", Proceedings of the 10th Workshop of the Cross-Language Evaluation Forum (CLEF 2009), Corfu, Greece, September 30 - October 2, 2009.
Lupu, M., Huang, Jimmy X., Zhu, J. and Tait, J. �TREC-CHEM: Large Scale Chemical Information Retrieval Evaluation at TREC�. SIGIR Forum 42(1): 63-77. December 2009.
Yin, X., Huang, X., Hu, Q. and Li, Z. "Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study", Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'09), Bangkok, Thailand, April 27-30, 2009.
Yin, X., Huang, X. and Li, Z. "Towards A Better Ranking for Biomedical Information Retrieval Using Context", Proceedings of the 2009 IEEE International Conference on Bioinformatics & Biomedicine, Washington D.C., USA, November 1-4, 2009.
Yin, X., Huang, X. and Li, Z. "BioCLink: A Probabilistic Approach for Improving Genomics Search with Citation Links", Proceedings of the 2009 IEEE International Conference on Bioinformatics & Biomedicine, Washington D.C., USA, November 1-4, 2009.
An, A., Wan, Q., Zhao, J. and Huang, X. "Diverging Patterns: Discovering Significant Frequency Change Dissimilarities in Large Databases", Proceedings of the 18th International ACM Conference on Information and Knowledge Management (CIKM'09), Hong Kong, China, November 2-6, 2009.
Rohian, H., An, A., Zhao, J. and Huang, X. "Discovering Temporal Associations among Significant Changes in Gene Expression", Proceedings of the 2009 IEEE International Conference on Bioinformatics & Biomedicine, Washington D.C., USA, November 1-4, 2009.
Zhao, J., Huang, X., Ye, Z. and Zhu, J. "York University at TREC 2009: Chemical Track", Proceedings of the 18th Text REtrieval Conference (TREC-18), NIST Special Publication, Gaithersburg, MD, USA, November 18-20, 2009.
Ye, Z., Huang, X., He, B. and Lin, H. "York University at TREC 2009: Relevance Feedback Track", Proceedings of the 18th Text REtrieval Conference (TREC-18), NIST Special Publication, Gaithersburg, MD, USA, November 18-20, 2009.
Lupu, M., Piroi, F., Huang, X., Zhu, J. and Tait, J. "Overview of the TREC 2009 Chemical IR Track" (24 pages), Proceedings of the 18th Text REtrieval Conference (TREC-18), NIST Special Publication, Gaithersburg, MD, USA, November 18-20, 2009.
Huang, X., An, A., Hu, Q. and Tu, K. "Medical Text Analytics Tools for Search and Classification", Proceedings of the 2009 Annual International Conference on Information Technology and Communications in Health (ITCH'09), Laurel Point Inn, Victoria, BC, Canada, February 19-22, 2009.
Andreopoulos, B., Huang, X., An, A., Labudde, D. and Hu, Q. "Promoting Diversity in Top Hits for Biomedical Passage Retrieval" (22 pages), Advances in Data Management, Springer-Verlag Publisher. ISSN (Printed): 1860-949X and ISSN (Online): 1860-9503. In press. 2009.

2008

Liu, Y., Huang, X., An, A. and Yu, X. "Modeling and Predicting the Helpfulness of Online Reviews", Proceedings of the 2008 IEEE International Conference on Data Mining (ICDM'08), Pisa, Italy, December 15-19, 2008.
Liu, Y., Yu, X., Huang, X. and An, A. The Predictive Power of Sentiments: An Empirical Study (15 pages). In Longbing Cao, Philip S. Yu, Chengqi Zhang, Huaifeng Zhang (Editors), Domain Driven Data Mining: Domain Problems and Applications, Springer-Verlag Publisher. December 2008.
Kovacevic, M. and Huang, X. "York University at TREC 2008: Blog Track", Proceedings of the 17th Text REtrieval Conference (TREC-17), NIST Special Publication, Gaithersburg, MD, USA, November 2008.
Zhu, J., Song, D., R�ger S. and Huang, X. "Modeling Document Features for Expert Finding", Proceedings of the 17th International ACM Conference on Information and Knowledge Management (CIKM'08), Napa Valley, CA, USA, October 26-30, 2008.
Andreopoulos, B., An, A, Huang, X. and Labuddeand, D. "Integration of Genomic, Proteomic and Biomedical Information on the Semantic Web", Proceedings of 2nd International Workshop on Conceptual Modelling for Life Sciences Applications (CMLSA 2008), Barcelona, Spain. October 20-23, 2008.
Liu, Y., Huang, X., An, A. and Yu, X. HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews. Proceedings of the 2008 IEEE/ACM International Conference on Web Intelligence, Sydney, Australia, December 9-12, 2008.
Huang, X., An, A. and Liu, Y. Web Usage Mining with Web Logs. In John Wang (Ed.), Encyclopedia of Data Warehousing and Mining, Information Science Publishing (an imprint of Idea Group Inc.), August 2008.
Hu, Q. and Huang, X. A Reranking Model for Genomics Aspect Search. Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'08), Singapore, July 20-24, 2008.
Hu, Q. and Huang, X. A Dynamic Window Based Passage Extraction Algorithm for Genomic Information Retrieval. Proceedings of the 17th International Symposium on Methodologies for Intelligent Systems (ISMIS'08), Toronto, Canada. May 20-23, 2008.

2007

Yang Liu, Xiangji Huang and Aijun An. "Personalized Recommendation with Adaptive Mixture of Markov Models" , Journal of the American Society for Information Science and Technology (JASIST). Wiley InterScience Publisher. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890. Vol.58, No.12, 2007. pp.1851-1870. (PDF)
Fuchun Peng and Xiangji Huang. "Machine Learning Approaches to Automatic Text Classification for Asian Languages", Journal of Documentation. Emerald Group Publishing Limited, U.K. ISSN: 0022-0418. Vol.63, No.3, 2007. pp.378-397. (PDF)
Huang, X., Sotoudeh-Hosseini, D., Rohian, H. and An, X. York University at TREC 2007: Genomics Track, Proceedings of the 16th Text REtrieval Conference (TREC-16), NIST Special Publication, Gaithersburg, MD, November 2007.
Fan, Y. and Huang, X. York University at TREC 2006: Enterprise Document Search, Proceedings of the Fifteenth Text REtrieval Conference (TREC-16), NIST Special Publication, Gaithersburg, MD, November 2007.
Y. Liu, X. Huang, A. An and X. Yu. "ARSA: A Sentiment-Aware Model for Predicting Sales Performance Using Blogs", Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'07), Amsterdam, July 23-27, 2007. (PDF)
Yao, Y., Zeng, Y., Zhong, N. and Huang, X. Knowledge Retrieval, Proceedings of the 2007 IEEE/ACM International Conference on Web Intelligence, Silicon Valley, November 2-5, 2007.
Bill Andreopoulos, Aijun An, Xiangji Huang and Xiaogang Wang. "Finding Molecular Complexes through Multiple Layer Clustering of Protein Interaction Networks" (22 pages), accepted by International Journal of Bioinformatics Research and Applications (IJBRA). Inderscience Publisher. ISSN (Printed): 1744-5485 and ISSN (Online): 1744-5493. Vol.3, No.1, 2007. pp.65-85.

2006

Xiangji Huang, Qingsong Yao and Aijun An. "Applying Language Modeling to Session Identification from Database Trace Logs" (32 pages), Knowledge and Information Systems: An International Journal (KAIS). Springer-Verlag Publisher. ISSN (Printed): 0219-1377 and ISSN (Online): 0219-3116. Vol.10, No.4, 2006. pp.473-504. (online version)(PDF)
Xiangji Huang. "Comparison of Interestingness Measures for Web Usage Mining: An Empirical Study" (32 pages), accepted by International Journal of Information Technology and Decision Making. World Scientific Publishing Co. ISSN: 0219-6220. 2006.
Aijun An, Shakil Khan and Xiangji Huang. "Hierarchical Grouping of Association Rules and Its Application to a Real-World Domain" (30 pages), accepted by International Journal of Systems Science (IJSS), Special Issue on Advances in Data Mining and Its Applications. Taylor & Francis Group Publisher. ISSN (Printed): 0020-7721 and ISSN (Online): 1464-5319. To appear in 2006.
Xiangji Huang, Miao Wen, Aijun An and YanRui Huang. "A Platform for Okapi-Based Contextual Information Retrieval", Proceedings of ACM SIGIR 2006, Seattle, Washington, August 6-11, 2006.
Ming Zhong and Xiangji Huang. "Concept-Based Biomedical Text Retrieval", Proceedings of ACM SIGIR 2006, Seattle, Washington, August 6-11, 2006.
Wen, M. and Huang, X. York University at TREC 2006: Legal Track, Proceedings of the Fifteenth Text REtrieval Conference (TREC-15), NIST Special Publication, Gaithersburg, MD, November 2006.
Yang Liu, Aijun An and Xiangji Huang. "Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles", Proceedings of 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, April 9-12, 2006. Lecture Notes in Computer Science (LNCS), Springer-Verlag Publisher.
Miao Wen and Xiangji Huang. "A Multi-level Searching and Re-ranking Framework for Information Retrieval", Proceedings of 2006 IEEE International Conference on Granular Computing, Atlanta, USA, May 10-12, 2006.
Xiangji Huang, YanRui Huang, Miao Wen, Aijun An, Yang Liu and Josiah Poon. "Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval", Proceedings of the 2006 IEEE International Conference on Data Mining (ICDM'06), Hong Kong, December 18-22, 2006. (PDF)

2005

Xiangji Huang. "Clustering Analysis and Algorithms". In John Wang (Ed.), Encyclopedia of Data Warehousing and Mining, Information Science Publishing (an imprint of Idea Group Inc.), ISBN: 2-59140-557-2. 2005.
Xiangji Huang. YanRui Huang and Miao Wen. "A Dual Index Model for Contextual Information Retrieval", Proceedings of ACM SIGIR 2005, Salvador, Brazil, August 15-19, 2005.
Xiangji Huang and YanRui Huang. "Using Contextual Information to Improve Retrieval Performance", Proceedings of 2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005. ISBN: 0-7803-9017-2 and IEEE Catalog Number: 05EX1036.
Luo Si, T. Kanungo and Xiangji Huang "Boosting Performance of Bio-Entity Recongition by Combining Results from Multiple Systems", Proceedings of the 5th ACM SIGKDD Workshop on Data Mining in Bioinformatics, Chicago, USA, August 21, 2005. (PDF)
Xiangji Huang. "Incorporating Contextual Retrieval into Okapi", Proceedings of ACM SIGIR Workshop on IR in Context (IRiX'05), Salvador, Brazil, August 19, 2005. ISBN: 87-7415-290-4
Ying Zou, Aijun An and Xiangji Huang. "Evaluation and Automatic Selection of Methods for Handling Missing Data", Proceedings of 2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005. ISBN: 0-7803-9017-2 and IEEE Catalog Number: 05EX1036.
Qingsong Yao, Q. Xiangji Huang and Aijun An. "A Machine Learning Approach to Identify Database Sessions Using Unlabeled Data", Proceedings of the 7th International Conference on Data Warehousing and Knowledge Discovery, Copenhagen, Denmark, August 22-26, 2005. Lecture Notes in Computer Science (LNCS) 3589: 254-264. Springer-Verlag Publisher.
Qingsong Yao, Q. Aijun An and Xiangji Huang. "A Distance-based Algorithm for Clustering Database User Sessions", Proceedings of the 15th International Symposium on Methodologies for Intelligent Systems (ISMIS 2005), Saratoga Springs, New York, May 25-28, 2005. Lecture Notes in Computer Science (LNCS) 3488: 562-572. Springer-Verlag Publisher.
Qingsong Yao, Q. Aijun An and Xiangji Huang. "Finding and Analyzing Database User Sessions", Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA 2005), Beijing, China, April 18-20, 2005. Lecture Notes in Computer Science (LNCS) 3453: 851-862. Springer-Verlag Publisher. (PDF)
Miao Wen, Xiangji Huang, Aijun An, and YanRui Huang. "York University at TREC 2005: HARD Track", Proceedings of the Fourteenth Text REtrieval Conference (TREC-14), NIST Special Publication, Gaithersburg, MD, November 2005.
Wei Cao, Aijun An, and Xiangji Huang. "York University at TREC 2005: SPAM Track", Proceedings of the Fourteenth Text REtrieval Conference (TREC-14), NIST Special Publication, Gaithersburg, MD, November 2005.
Mladen Kovacevic and Xiangji Huang. "York University at TREC 2005: Terabyte Track", Proceedings of the Fourteenth Text REtrieval Conference (TREC-14), NIST Special Publication, Gaithersburg, MD, November 2005.
Xiangji Huang, Ming Zhong and Luo Si. "York University at TREC 2005: Genomics Track", Proceedings of the Fourteenth Text REtrieval Conference (TREC-14), NIST Special Publication, Gaithersburg, MD, November 2005. (PDF)

2004

Xiangji Huang, Fuchun Peng, Aijun An and Dale Schuurmans. "Dynamic Web Log Session Identification with Statistical Language Models", Journal of the American Society for Information Science and Technology (JASIST). Wiley InterScience Publisher. ISSN (Printed): 1532-2882 and ISSN (Online): 1532-2890. Vol.55, No.14, 2004. pp.1290-1303. (PDF)
Huang, X., Huang, Y., Wen, M. and Zhong, M. York University at TREC 2004: Genomics and HARD Tracks (16 pages), In E.M. Voorhees and Lori P. Buckland, editors, Proceedings of the Thirteenth Text REtrieval Conference (TREC-13), National Institute of Standards and Technology (NIST), NIST Special Publication 500-261, Gaithersburg, MD, November 2004.
Aijun, An, Y. Huang, Xiangji Huang and Nick Cercone. "Feature Selection with Rough Sets for Web Page Classification", LNCS Transactions on Rough Sets, Springer Verlag, Vol.2, 2004. pp.1-13. (PDF)
Yang Liu, Xiangji Huang and Aijun An. "Clustering Web Surfers with Probabilistic Models in a Real Application", Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI'04), Beijing, China, September 20-24, 2004. 851-862.
Yang Liu, Aijun An and Xiangji Huang. "Web Surfing Recommendations in a Real Application", Proceedings of the ECML/PKDD'04 workshop on Statistical Approaches for Web Mining, Pisa, Italy, September 20-24, 2004. 2-13.

2003

Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone and Stephen Robertson. "Applying Machine Learning to Text Segmentation for Information Retrieval", Information Retrieval, Vol 6, Issue 4, pp.333-362, 2003. (PDF)
Aijun An, Shakil Khan and Xiangji Huang. "Objective and Subjective Algorithms for Grouping Association Rules", Proceedings of the Third IEEE International Conference on Data Mining (ICDM 2003), Florida, USA, November 19-22, 2003.
Fuchun Peng, Xiangji Huang, Dale Schuurmans and Shaojun Wang. "Text Classification in Asian Languages without Word Segmentation", Proceedings of the Sixth International Workshop on Information Retrieval with Asian Languages (IRAL 2003), Sapporo, Japan, July 2003.
Xiangji Huang, Fuchun Peng, Aijun An and Dale Schuurmans. "Session Boundary Detection for Association Rule Learning Using N-Gram Language Models", Proceedings of the Sixteenth Canadian Conference on Artificial Intelligence (CAI-03), Halifax, Canada, June 11-13, 2003. Lecture Notes in Computer Science (LNCS) 2671: 237-251. Springer-Verlag Publisher.

2002

Xiangji Huang, Aijun An, Nick Cercone and Gary Promhouse. "Discovery of Interesting Association Rules from Livelink Web Log data", Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM'02), Maebashi TERRSA, Maebashi City, Japan, December 9-12, 2002. (PDF)
Xiangji Huang, Aijun An, Nick Cercone and Gary Promhouse. "Comparison of Interestingness Functions for Learning Web Usage Patterns", Proceedings of the 11th International ACM Conference on Information and Knowledge Management (CIKM'02), McLean, VA, USA, November 4-9, 2002. (PDF)
Xiangji Huang, Fuchun Peng, Dale Schuurmans and Nick Cercone. "Waterloo at NTCIR-3: Comparing and Analysing Different Text Extraction Methods''", Proceedings of the Third NTCIR Workshop on Evaluation of Information Retrieval, Q&A, and Summarization (NTCIR'02), ISBN:4-86049-016-9, National Institute of Informatics, Tokyo Japan, October 8-10, 2002.
Fuchun Peng, Xiangji Huang, Dale Schuurmans and Nick Cercone. "Investigating the Relationship of Word Segmentation Performance and Retrieval Performance in Chinese IR", Proceedings of the 19th Biennial International Conference on Computational Linguistics (COLING'02), Taipei, Taiwan, August 24-September 1, 2002.
Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone and Stephen Robertson. "Using Self-Supervised Word Segmentation in Chinese Information Retrieval", Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'02), Tampere, Finland, August 11-15, 2002.

2001

Xiangji Huang and Stephen Robertson. "Comparisons of Probabilistic Compound Unit Weighting Methods''", Proceedings of the 2001 IEEE ICDM Workshop on Text Mining, San Jose, USA, November 29-December 2 2001. 1-15.
Aijun An, Nick Cercone and Xiangji Huang. "A Case Study for Learning from Imbalanced Data Sets", Proceedings of the 14th Canadian Conference on Artificial Intelligence (CAI-03), Ottawa, Canada, June 7-9 2001. Lecture Notes in Computer Science (LNCS) 2056: 1-15. Springer-Verlag Publisher. (PDF)

2000

Xiangji Huang, Stephen E. Robertson, Nick Cercone and Aijun An "Probability-based Chinese Text Processing and Retrieval", Computational Intelligence: An International Journal (CI), Vol.16, No.4, 2000. pp.552-569. (PDF)
Xiangji Huang and Stephen E. Robertson. "A Probabilistic Approach to Chinese Information Retrieval: Theory and Experiments", Proceedings of the 22nd Annual BCS-IRSG Colloquium on Information Retrieval Research, Cambridge, England, April 2000. 178-193.

1998

Huang, X. and Robertson, S.E. Okapi Chinese Text Retrieval Experiments at TREC-6. In E.M. Voorhees and D. K. Harman, editors, The Sixth Text REtrieval Conference (TREC-6), National Institute of Standards and Technology (NIST), NIST Special Publication 500-240, Gaithersburg, MD, November 1998. 137-142.

1997

Beaulieu, M.M., Gatford, M, Huang, X., Robertson, S.E., Walker, S. and Williams, P., Okapi at TREC-5, In E.M. Voorhees and D.K.Harman, editors, Proceedings of the Fifth Text REtrieval Conference (TREC-5), National Institute of Standards and Technology (NIST), NIST Special Publication 500-238, Gaithersburg, MD, November 1997. 143-166. (PS.GZ)
Xiangji Huang and Stephen E. Robertson. "Application of Probabilistic Models to Chinese Text Retrieval", Journal of Documentation (JDoc), Vol.53, No.1, 1997. pp.74-79.