Jimmy Xiangji Huang

176 papers A* 28A 2B 4Misc 3Journal 104Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AesRec: A Dataset for Aesthetics-Aligned Clothing Outfit Recommendation. CoRR Wenxin Ye, Lin Li, Ming Li, Yang Shen, Kanghong Wang, Jimmy Xiangji Huang
2026	J	`jnl`	One model connects all graphs: Towards training one unified model for multi-domain graph pre-training using adaptive vector quantization. Inf. Fusion Zhiwen Xie, Zhuo Zhao, Jiaojiao Yu, Guangyou Zhou, Changyin Luo, Jimmy Xiangji Huang
2026	A*	`conf`	Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search. WWW Yuchen Li, Rui Kong, Xinran Chen, Chengzhe Zhang, Jiamin Chen, Cheng Deng, Xinyu Ma, Haojie Zhang, Tianhao Peng, Hengyi Cai, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Jimmy Xiangji Huang, Lei Chen, Jun Wang, Dawei Yin
2026	J	`jnl`	Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives. ACM Comput. Surv. Emrul Hasan, Mizanur Rahman, Chen Ding, Jimmy Xiangji Huang, Shaina Raza
2026	J	`jnl`	Text-free inductive knowledge graph embedding via meta graph-based prompt learning. Inf. Process. Manag. Ming Yi, Zhiwen Xie, Guangyou Zhou, Wenna Song, Jimmy Xiangji Huang
2025	J	`jnl`	A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem Solving. CoRR Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jinjin Ma, Jimmy Xiangji Huang
2025	J	`jnl`	A diversity-enhanced knowledge distillation model for practical math word problem solving. Inf. Process. Manag. Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jinjin Ma, Jimmy Xiangji Huang
2025	A*	`conf`	AdaRPT: An Adaptive Rule Pattern Transfer Model for Fully Inductive Knowledge Graph Reasoning. SIGIR Zhiwen Xie, Zhuo Zhao, Jinjin Ma, Guangyou Zhou, Jimmy Xiangji Huang
2025	J	`jnl`	Divide-and-Conquer: Cold-Start Bundle Recommendation via Mixture of Diffusion Experts. CoRR Ming Li, Lin Li, Xiaohui Tao, Dong Zhang, Jimmy Xiangji Huang
2025	J	`jnl`	Efficient cluster-guided key timestamp discovery for temporal knowledge graph completion. Knowl. Based Syst. Yao Xiao, Guangyou Zhou, Zhiwen Xie, Jin Liu, Jimmy Xiangji Huang
2025	J	`jnl`	Evolution of ReID: From Early Methods to LLM Integration. CoRR Amran Bhuiyan, Mizanur Rahman, Md. Tahmid Rahman Laskar, Aijun An, Jimmy Xiangji Huang
2025	J	`jnl`	Exploring long- and short-term knowledge state graph representations with adaptive fusion for knowledge tracing. Inf. Process. Manag. Ganfeng Yu, Zhiwen Xie, Guangyou Zhou, Zhuo Zhao, Jimmy Xiangji Huang
2025	J	`jnl`	How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. CoRR Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Xiangji Huang
2025	J	`jnl`	Missing Value Treatments for Machine Learning-Based Misbehavior Detection Systems: Survey, Evaluation, and Challenges. IEEE Trans. Intell. Transp. Syst. Daoming Wan, Jimmy Xiangji Huang
2025	J	`jnl`	Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation. CoRR Dong Zhang, Lin Li, Ming Li, Xiaohui Tao, Meng Sun, Jimmy Xiangji Huang
2025	J	`jnl`	Optimizing domain-generalizable ReID through non-parametric normalization. Pattern Recognit. Amran Bhuiyan, Aijun An, Jimmy Xiangji Huang, Jialie Shen
2025	J	`jnl`	Position: Beyond Assistance - Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care. CoRR Abeer Badawi, Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Shaina Raza, Elham Dolatabadi
2025	—	`conf`	Retrospective Inference of Evolutionary Parameters in the Moran Process Using ChatGPT. BCB Frank Tan, Isaac Huang, Jimmy Xiangji Huang
2025	J	`jnl`	Utilizing Large Language Model for Conversational Information Seeking via Dual-Query Generation and Joint-Encoding. ACM Trans. Inf. Syst. Junmei Wang, Fengjing Zhang, Xiadan Chen, Puyu He, Ellen Anne Huang, Jimmy Xiangji Huang
2024	J	`jnl`	A Survey on Bundle Recommendation: Methods, Applications, and Challenges. CoRR Meng Sun, Lin Li, Ming Li, Xiaohui Tao, Dong Zhang, Peipei Wang, Jimmy Xiangji Huang
2024	J	`jnl`	A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. CoRR Md. Tahmid Rahman Laskar, Sawsan Alqahtani, M. Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee Wei Tan, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Xiangji Huang
2024	J	`jnl`	A comprehensive evaluation of large Language models on benchmark biomedical text processing tasks. Comput. Biol. Medicine Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang
2024	J	`jnl`	CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension. ACM Trans. Intell. Syst. Technol. Zhuo Zhao, Guangyou Zhou, Zhiwen Xie, Lingfei Wu, Jimmy Xiangji Huang
2024	J	`jnl`	IGMG: Instance-guided multi-granularity for domain generalizable person re-identification. Comput. Vis. Image Underst. Amran Bhuiyan, Jimmy Xiangji Huang, Aijun An
2024	J	`jnl`	Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning. IEEE ACM Trans. Audio Speech Lang. Process. Pengfei Li, Guangyou Zhou, Zhiwen Xie, Penghui Xie, Jimmy Xiangji Huang
2024	J	`jnl`	Learning dual disentangled representation with self-supervision for temporal knowledge graph reasoning. Inf. Process. Manag. Yao Xiao, Guangyou Zhou, Zhiwen Xie, Jin Liu, Jimmy Xiangji Huang
2024	J	`jnl`	Learning to Ask: Conversational Product Search via Representation Learning. CoRR Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren, Evangelos Kanoulas
2024	A*	`conf`	MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension. SIGIR Zhuo Zhao, Zhiwen Xie, Guangyou Zhou, Jimmy Xiangji Huang
2024	A*	`conf`	MealRec SIGIR Ming Li, Lin Li, Xiaohui Tao, Jimmy Xiangji Huang
2024	J	`jnl`	MealRec CoRR Ming Li, Lin Li, Xiaohui Tao, Jimmy Xiangji Huang
2024	J	`jnl`	Number-enhanced representation with hierarchical recursive tree decoding for math word problem solving. Inf. Process. Manag. Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang
2024	J	`jnl`	One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion. CoRR Zhiwen Xie, Yi Zhang, Guangyou Zhou, Jin Liu, Xinhui Tu, Jimmy Xiangji Huang
2024	J	`jnl`	One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. Zhiwen Xie, Yi Zhang, Guangyou Zhou, Jin Liu, Xinhui Tu, Jimmy Xiangji Huang
2024	J	`jnl`	Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives. CoRR Emrul Hasan, Mizanur Rahman, Chen Ding, Jimmy Xiangji Huang, Shaina Raza
2024	J	`jnl`	Topic-aware response selection for dialog systems. Nat. Lang. Process. J. Wei Yuan, Zongyang Ma, Aijun An, Jimmy Xiangji Huang
2024	J	`jnl`	Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges. ACM Comput. Surv. Jiajia Wang, Jimmy Xiangji Huang, Xinhui Tu, Junmei Wang, Angela Jennifer Huang, Md. Tahmid Rahman Laskar, Amran Bhuiyan
2023	J	`jnl`	A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks. CoRR Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang
2023	—	`conf`	A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. ACL (Findings) Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
2023	J	`jnl`	A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. CoRR Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
2023	—	`conf`	Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization. EMNLP (Findings) Md. Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan, Enamul Hoque, Jimmy Xiangji Huang
2023	—	`conf`	Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. BIBM Zhaohui Liang, Zhiyun Xue, Yang Feng, Sivaramakrishnan Rajaraman, Jimmy Xiangji Huang, Sameer K. Antani
2023	—	`conf`	Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers. BioNLP@ACL Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang
2023	J	`jnl`	Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers. CoRR Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang
2023	J	`jnl`	How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges. ACM Comput. Surv. Kimiya Keyvan, Jimmy Xiangji Huang
2023	J	`jnl`	Incorporating global-local neighbors with Gaussian mixture embedding for few-shot knowledge graph completion. Expert Syst. Appl. Penghui Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang
2023	—	`conf`	Learning Query Adaptive Anchor Representation for Inductive Relation Prediction. ACL (Findings) Zhiwen Xie, Yi Zhang, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2023	J	`jnl`	Learning to Ask: Conversational Product Search via Representation Learning. ACM Trans. Inf. Syst. Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren, Evangelos Kanoulas
2023	A*	`conf`	Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation. SIGIR Lei Liu, Jimmy Xiangji Huang
2023	J	`jnl`	Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation. CoRR Lei Liu, Jimmy Xiangji Huang
2023	J	`jnl`	SPRF: A semantic Pseudo-relevance Feedback enhancement for information retrieval via ConceptNet. Knowl. Based Syst. Min Pan, Quanli Pei, Yu Liu, Teng Li, Ellen Anne Huang, Junmei Wang, Jimmy Xiangji Huang
2023	J	`jnl`	TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding. IEEE ACM Trans. Audio Speech Lang. Process. Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2022	J	`jnl`	ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base. Inf. Process. Manag. Qixuan Zhang, Xinyi Weng, Guangyou Zhou, Yi Zhang, Jimmy Xiangji Huang
2022	J	`jnl`	An efficiency relation-specific graph transformation network for knowledge graph representation learning. Inf. Process. Manag. Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2022	J	`jnl`	Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic Model for Web Search Personalization. ACM Trans. Inf. Syst. Jiashu Zhao, Jimmy Xiangji Huang, Hongbo Deng, Yi Chang, Long Xia
2022	J	`jnl`	Bert-QAnet: BERT-encoded hierarchical question-answer cross-attention network for duplicate question detection. Neurocomputing Xuan Zhao, Jimmy Xiangji Huang
2022	J	`jnl`	Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization. Comput. Linguistics Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
2022	J	`jnl`	Dual Gated Graph Attention Networks with Dynamic Iterative Training for Cross-Lingual Entity Alignment. ACM Trans. Inf. Syst. Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2022	J	`jnl`	GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings. Inf. Sci. Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang, Xiaohui Cui
2022	J	`jnl`	Generating Factoid Questions with Question Type Enhanced Representation and Attention-based Copy Mechanism. ACM Trans. Asian Low Resour. Lang. Inf. Process. Yue Hu, Haitong Yang, Guangyou Zhou, Jimmy Xiangji Huang
2022	J	`jnl`	HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem Solving. IEEE ACM Trans. Audio Speech Lang. Process. Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang
2022	J	`jnl`	Hypergraph Contrastive Collaborative Filtering. CoRR Lianghao Xia, Chao Huang, Yong Xu, Jiashu Zhao, Dawei Yin, Jimmy Xiangji Huang
2022	J	`jnl`	Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors Zhaohui Liang, Jimmy Xiangji Huang, Sameer K. Antani
2022	J	`jnl`	STCA: Utilizing a spatio-temporal cross-attention network for enhancing video person re-identification. Image Vis. Comput. Amran Bhuiyan, Jimmy Xiangji Huang
2021	A*	`conf`	A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems. AAAI Xing Tan, Jimmy Xiangji Huang
2021	—	`conf`	Adaptive Cycle-consistent Adversarial Network for Malaria Blood Cell Image Synthetization. AIPR Zhaohui Liang, Jimmy Xiangji Huang
2021	J	`jnl`	DFM: A parameter-shared deep fused model for knowledge base question answering. Inf. Sci. Guangyou Zhou, Zhiwen Xie, Zongfu Yu, Jimmy Xiangji Huang
2021	J	`jnl`	Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization. CoRR Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
2021	J	`jnl`	Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. ACM Trans. Cyber Phys. Syst. Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu
2021	J	`jnl`	Global optimization with one-class classification-assisted selection. Swarm Evol. Comput. Jinyuan Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu
2021	A*	`conf`	Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. AAAI Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang
2021	J	`jnl`	Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. CoRR Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang
2021	J	`jnl`	Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction. IEEE ACM Trans. Audio Speech Lang. Process. Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2021	J	`jnl`	MASAD: A large-scale dataset for multimodal aspect-based sentiment analysis. Neurocomputing Jie Zhou, Jiabao Zhao, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He
2020	B	`conf`	A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment. COLING Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2020	J	`jnl`	A simple kernel co-occurrence-based enhancement for pseudo-relevance feedback. J. Assoc. Inf. Sci. Technol. Min Pan, Jimmy Xiangji Huang, Tingting He, Zhiming Mao, Zhiwei Ying, Xinhui Tu
2020	J	`jnl`	A topic-based term frequency normalization framework to enhance probabilistic information retrieval. Comput. Intell. Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Zhiwei Ying, Yuqi Wang
2020	J	`jnl`	Boosting evolutionary optimization via fuzzy-classification-assisted selection. Inf. Sci. Jinyuan Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu
2020	B	`conf`	Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task. LREC Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Enamul Hoque
2020	—	`conf`	Enhancing Automated COVID-19 Chest X-ray Diagnosis by Image-to-Image GAN Translation. BIBM Zhaohui Liang, Jimmy Xiangji Huang, Jun Li, Stephen Chan
2020	J	`jnl`	Is position important? deep multi-task learning for aspect-based sentiment analysis. Appl. Intell. Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He
2020	—	`conf`	Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification. DASFAA (1) Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He
2020	J	`jnl`	Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network. ACM Trans. Inf. Syst. Xu Chen, Kun Xiong, Yongfeng Zhang, Long Xia, Dawei Yin, Jimmy Xiangji Huang
2020	A*	`conf`	Neural Interactive Collaborative Filtering. SIGIR Lixin Zou, Long Xia, Yulong Gu, Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang, Dawei Yin
2020	J	`jnl`	Neural Interactive Collaborative Filtering. CoRR Lixin Zou, Long Xia, Yulong Gu, Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang, Dawei Yin
2020	J	`jnl`	Position-aware hierarchical transfer model for aspect-level sentiment classification. Inf. Sci. Jie Zhou, Qin Chen, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He
2020	A*	`conf`	ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding. ACL Zhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang
2020	J	`jnl`	SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for aspect-level sentiment classification. Knowl. Based Syst. Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He
2020	J	`jnl`	Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection. CoRR Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
2020	B	`conf`	WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization. COLING Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
2020	J	`jnl`	WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization. CoRR Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
2019	J	`jnl`	A New Digital Signal Processing Based Model With Multi-Aspect Term Frequency for Information Retrieval. IEEE Access Zhiwei Ying, Jimmy Xiangji Huang, Jie Zhou
2019	—	`conf`	A classification-based selection for evolutionary optimization. GECCO (Companion) Jinyuan Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu
2019	J	`jnl`	DSPF: A Digital Signal Processing Based Framework for Information Retrieval. IEEE Access Zhiwei Ying, Jimmy Xiangji Huang, Jie Zhou, Fanghong Jian, Tingting He
2019	J	`jnl`	Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges. IEEE Access Jie Zhou, Jimmy Xiangji Huang, Qin Chen, Qinmin Vivian Hu, Tingting Wang, Liang He
2019	J	`jnl`	Deep generative learning for automated EHR diagnosis of traditional Chinese medicine. Comput. Methods Programs Biomed. Zhaohui Liang, Jun Liu, Aihua Ou, Honglai Zhang, Ziping Li, Jimmy Xiangji Huang
2019	A*	`conf`	On Computational Complexity of Pickup-and-Delivery Problems with Precedence Constraints or Time Windows. IJCAI Xing Tan, Jimmy Xiangji Huang
2019	—	`conf`	Patient Entity Recognition by Automatic EHR Context Understanding and Deep Learning. BIBM Zhaohui Liang, Jun Liu, Honglai Zhang, Jimmy Xiangji Huang, Ziping Li, Stephen Chan
2018	—	`conf`	A Best Match KNN-based Approach for Large-scale Product Categorization. eCOM@SIGIR Haohao Hu, Runjie Zhu, Yuqi Wang, Wenying Feng, Xing Tan, Jimmy Xiangji Huang
2018	A*	`conf`	A New Term Frequency Normalization Model for Probabilistic Information Retrieval. SIGIR Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Tingting He
2018	J	`jnl`	BRBcast: A new approach to belief rule-based system parameter learning via extended causal strength logic. Inf. Sci. Jianbin Sun, Jimmy Xiangji Huang, Leilei Chang, Jiang Jiang, Yuejin Tan
2018	A*	`conf`	CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity. AAAI Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He
2018	A*	`conf`	CAN: Enhancing Sentence Similarity Modeling with Collaborative and Adversarial Network. SIGIR Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He
2018	Misc	`conf`	Levenshtein in Blocks World: String Matching via AI Planning. ICTIR Xing Tan, Jimmy Xiangji Huang
2018	J	`jnl`	MF-Re-Rank: A modality feature-based Re-Ranking model for medical image retrieval. J. Assoc. Inf. Sci. Technol. Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa
2018	J	`jnl`	Mining authoritative and topical evidence from the blogosphere for improving opinion retrieval. Inf. Syst. Jimmy Xiangji Huang, Ben He, Jiashu Zhao
2018	J	`jnl`	Modeling Queries with Contextual Snippets for Information Retrieval. ACM Trans. Intell. Syst. Technol. Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He
2018	B	`conf`	OurDirection: An Interactive Dialogue Framework For Chatting with Government Officials. DocEng Sadra Abrishamkar, Jimmy Xiangji Huang
2018	Misc	`conf`	StatBM25: An Aggregative and Statistical Approach for Document Ranking. ICTIR Xing Tan, Fanghong Jiang, Jimmy Xiangji Huang
2018	J	`jnl`	TAKer: Fine-Grained Time-Aware Microblog Search with Kernel Density Estimation. IEEE Trans. Knowl. Data Eng. Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He
2017	A*	`conf`	A Data Mining Framework for Valuing Large Portfolios of Variable Annuities. KDD Guojun Gan, Jimmy Xiangji Huang
2017	J	`jnl`	Correction to: pART2: using adaptive resonance theory for web caching prefetching. Neural Comput. Appl. Wenying Feng, Toufiq Hossain Kazi, Gongzhu Hu, Jimmy Xiangji Huang
2017	A*	`conf`	Enhancing Recurrent Neural Networks with Positional Attention for Question Answering. SIGIR Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He, Weijie An
2017	A	`conf`	Learning to Re-rank Medical Images Using a Bayesian Network-Based Thesaurus. ECIR Hajer Ayadi, Mouna Torjmen Khemakhem, Jimmy Xiangji Huang, Mariam Daoud, Maher Ben Jemaa
2017	J	`jnl`	Mining correlations between medically dependent features and image retrieval models for query classification. J. Assoc. Inf. Sci. Technol. Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa
2017	J	`jnl`	Modeling and Learning Distributed Word Representation with Metadata for Question Retrieval. IEEE Trans. Knowl. Data Eng. Guangyou Zhou, Jimmy Xiangji Huang
2017	J	`jnl`	Modeling and Mining Domain Shared Knowledge for Sentiment Analysis. ACM Trans. Inf. Syst. Guangyou Zhou, Jimmy Xiangji Huang
2017	Misc	`conf`	On the Effectiveness of Bayesian Network-based Models for Document Ranking. ICTIR Xing Tan, Fanghong Jian, Jimmy Xiangji Huang
2017	J	`jnl`	geNov: A new metric for measuring novelty and relevancy in biomedical information retrieval. J. Assoc. Inf. Sci. Technol. Xiangdong An, Jimmy Xiangji Huang
2017	J	`jnl`	pART2: using adaptive resonance theory for web caching prefetching. Neural Comput. Appl. Wenying Feng, Toufiq Hossain Kazi, Gongzhu Hu, Jimmy Xiangji Huang
2016	A*	`conf`	A Simple Enhancement for Ad-hoc Information Retrieval via Topic Modelling. SIGIR Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Tingting He, Po Hu
2016	J	`jnl`	A learning to rank approach for quality-aware pseudo-relevance feedback. J. Assoc. Inf. Sci. Technol. Zheng Ye, Jimmy Xiangji Huang
2016	—	`conf`	Bi-Transferring Deep Neural Networks for Domain Adaptation. ACL (1) Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang, Tingting He
2016	—	`conf`	CNN-based image analysis for malaria diagnosis. BIBM Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Sameer K. Antani, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George R. Thoma
2016	A*	`conf`	Exploiting Semantic Coherence Features for Information Retrieval. SIGIR Xinhui Tu, Jimmy Xiangji Huang, Jing Luo, Tingting He
2016	A*	`conf`	Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study. SIGIR Xing Tan, Jimmy Xiangji Huang, Aijun An
2016	J	`jnl`	TopPRF: A Probabilistic Framework for Integrating Topic Space into Pseudo Relevance Feedback. ACM Trans. Inf. Syst. Jun Miao, Jimmy Xiangji Huang, Jiashu Zhao
2015	—	`conf`	Discovery of the relations between genetic polymorphism and adverse drug reactions. BIBM Zhaohui Liang, Gang Zhang, Jimmy Xiangji Huang
2015	A*	`conf`	Using Term Location Information to Enhance Probabilistic Information Retrieval. SIGIR Baiyan Liu, Xiangdong An, Jimmy Xiangji Huang
2015	—	`conf`	York University at CLEF 2015 eHealth : Medical Document Retrieval. CLEF (Working Notes) Andia Ghoddousi, Jimmy Xiangji Huang
2014	—	`conf`	A semi-informative aware approach using topic model for medical search. BIBM Qinmin Vivian Hu, Liang He, Mingyao Li, Jimmy Xiangji Huang, E. Mark Haacke
2014	A*	`conf`	A simple term frequency transformation model for effective pseudo relevance feedback. SIGIR Zheng Ye, Jimmy Xiangji Huang
2014	A*	`conf`	An enhanced context-sensitive proximity model for probabilistic information retrieval. SIGIR Jiashu Zhao, Jimmy Xiangji Huang
2014	—	`conf`	Apprentissage de classification des requêtes basée sur la confiance et la couverture. CORIA-CIFED Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa
2014	—	`conf`	Deep learning for healthcare decision making with EMRs. BIBM Zhaohui Liang, Gang Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu
2014	J	`jnl`	Mining network data for intrusion detection through combining SVMs with ant colony networks. Future Gener. Comput. Syst. Wenying Feng, Qinglei Zhang, Gongzhu Hu, Jimmy Xiangji Huang
2014	J	`jnl`	Modeling Term Associations for Probabilistic Information Retrieval. ACM Trans. Inf. Syst. Jiashu Zhao, Jimmy Xiangji Huang, Zheng Ye
2013	J	`jnl`	A Survival Modeling Approach to Biomedical Search Result Diversification Using Wikipedia. IEEE Trans. Knowl. Data Eng. Xiaoshi Yin, Jimmy Xiangji Huang, Zhoujun Li, Xiaofeng Zhou
2013	—	`conf`	A semantic feature space for disease prediction. BIBM Mariam Daoud, Jimmy Xiangji Huang, William Melek, C. Joseph Kurian
2013	—	`conf`	Augmenting LASSO regression with decision tree for identifying the correlation of genetic polymorphism and adverse events. BIBM Yi-fei Cai, Zhaohui Liang, Tong He, Gang Zhang, Jimmy Xiangji Huang, Xing Zeng
2013	A*	`conf`	Boosting novelty for biomedical information retrieval through probabilistic latent semantic analysis. SIGIR Xiangdong An, Jimmy Xiangji Huang
2013	A	`conf`	Correlating medical-dependent query features with image retrieval models using association rules. CIKM Hajer Ayadi, Mouna Torjmen, Mariam Daoud, Maher Ben Jemaa, Jimmy Xiangji Huang
2013	J	`jnl`	Enhancing genomics Information Retrieval through Dimensional Analysis. J. Bioinform. Comput. Biol. Qinmin Hu, Jimmy Xiangji Huang
2013	J	`jnl`	High performance query expansion using adaptive co-training. Inf. Process. Manag. Jimmy Xiangji Huang, Jun Miao, Ben He
2013	—	`conf`	Improving prediction accuracy of influenza-like illnesses in hospital emergency departments. BIBM Jiefu Pei, Bo Ling, Simon Liao, Baiyan Liu, Jimmy Xiangji Huang, Trevor Strome, Ricardo Lobato de Faria, Michael G. Zhang
2013	A*	`conf`	Leveraging conceptual lexicon: query disambiguation using proximity information for patent retrieval. SIGIR Parvaz Mahdabi, Shima Gerani, Jimmy Xiangji Huang, Fabio Crestani
2013	J	`jnl`	Mining query-driven contexts for geographic and temporal search. Int. J. Geogr. Inf. Sci. Mariam Daoud, Jimmy Xiangji Huang
2013	J	`jnl`	Modeling geographic, temporal, and proximity contexts for improving geotemporal search. J. Assoc. Inf. Sci. Technol. Mariam Daoud, Jimmy Xiangji Huang
2013	—	`conf`	Promoting electronic health record search through a time-aware approach. BIBM Jiayue Zhang, Jimmy Xiangji Huang, Jun Guo, Weiran Xu
2012	—	`conf`	A Bayesian-based prediction model for personalized medical health care. BIBM Jiashu Zhao, Jimmy Xiangji Huang, Xiaohua Hu, C. Joseph Kurian, William Melek
2012	A*	`conf`	A hybrid model for ad-hoc information retrieval. SIGIR Zheng Ye, Jimmy Xiangji Huang, Jun Miao
2012	J	`jnl`	Mining a multilingual association dictionary from Wikipedia for cross-language information retrieval. J. Assoc. Inf. Sci. Technol. Zheng Ye, Jimmy Xiangji Huang, Ben He, Hongfei Lin
2012	A*	`conf`	Proximity-based rocchio's model for pseudo relevance. SIGIR Jun Miao, Jimmy Xiangji Huang, Zheng Ye
2012	J	`jnl`	Re-ranking with context for high-performance biomedical information retrieval. Int. J. Data Min. Bioinform. Xiaoshi Yin, Jimmy Xiangji Huang, Zhoujun Li
2012	A*	`conf`	Rewarding term location information to enhance probabilistic information retrieval. SIGIR Jiashu Zhao, Jimmy Xiangji Huang, Shicheng Wu
2012	J	`jnl`	Spam filtering using semantic similarity approach and adaptive BPNN. Neurocomputing Cheng Hua Li, Jimmy Xiangji Huang
2012	J	`jnl`	Special issue on advances in web intelligence. Neurocomputing Stefan M. Rüger, Vijay V. Raghavan, Irwin King, Jimmy Xiangji Huang
2012	—	`conf`	York University at TREC 2012: Microblog Track. TREC Zahra Amin Nayeri, Zheng Ye, Jimmy Xiangji Huang
2011	—	`conf`	A Term Association Approach for Genomics Information Retrieval. BIBM Qinmin Hu, Jimmy Xiangji Huang, Xiaohua Hu
2011	A*	`conf`	CRTER: using cross terms to enhance probabilistic information retrieval. SIGIR Jiashu Zhao, Jimmy Xiangji Huang, Ben He
2011	J	`jnl`	Combining integrated sampling with SVM ensembles for learning from imbalanced datasets. Inf. Process. Manag. Yang Liu, Xiaohui Yu, Jimmy Xiangji Huang, Aijun An
2011	A*	`conf`	Enhancing ad-hoc relevance weighting using probability density estimation. SIGIR Xiaofeng Zhou, Jimmy Xiangji Huang, Ben He
2011	J	`jnl`	Finding a good query-related topic for boosting pseudo-relevance feedback. J. Assoc. Inf. Sci. Technol. Zheng Ye, Jimmy Xiangji Huang, Hongfei Lin
2011	J	`jnl`	Incorporating rich features to boost information retrieval performance: A SVM-regression based re-ranking approach. Expert Syst. Appl. Zheng Ye, Jimmy Xiangji Huang, Hongfei Lin
2011	J	`jnl`	Mining and modeling linkage information from citation context for improving biomedical literature retrieval. Inf. Process. Manag. Xiaoshi Yin, Jimmy Xiangji Huang, Zhoujun Li
2011	J	`jnl`	Modeling term proximity for probabilistic information retrieval models. Inf. Sci. Ben He, Jimmy Xiangji Huang, Xiaofeng Zhou
2011	—	`conf`	Promoting Ranking Diversity for Biomedical Information Retrieval Based on LDA. BIBM Yan Chen, Xiaoshi Yin, Zhoujun Li, Xiaohua Hu, Jimmy Xiangji Huang
2011	J	`jnl`	Special Issue Review: Neurocomputing - Special Issue on Advances in Web Intelligence. IEEE Intell. Informatics Bull. Stefan M. Rüger, Vijay V. Raghavan, Irwin King, Jimmy Xiangji Huang
2010	—	`ed.`	2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference Proceedings Web Intelligence Jimmy Xiangji Huang, Irwin King, Vijay V. Raghavan, Stefan M. Rüger
2010	—	`conf`	A Time Series Based Method for Analyzing and Predicting Personalized Medical Data. Brain Informatics Qinmin Vivian Hu, Jimmy Xiangji Huang, William Melek, C. Joseph Kurian
2010	—	`conf`	A relevance-novelty combined model for genomics search result diversification. BIBM Xiaoshi Yin, Zhoujun Li, Jimmy Xiangji Huang, Xiaohua Hu
2010	—	`conf`	Enhancing Content-Based Image Retrieval Using Machine Learning Techniques. AMT Qinmin Vivian Hu, Zheng Ye, Jimmy Xiangji Huang
2010	—	`conf`	Exploring Social Annotation Tags to Enhance Information Retrieval Performance. AMT Zheng Ye, Jimmy Xiangji Huang, Song Jin, Hongfei Lin
2010	—	`conf`	Exploring a multi-source fusion approach for genomics information retrieval. BIBM Qinmin Vivian Hu, Jimmy Xiangji Huang, Jun Miao
2010	—	`conf`	Genomics information retrieval using a Bayesian model for learning and re-ranking. BCB Qinmin Vivian Hu, Jimmy Xiangji Huang
2010	J	`jnl`	Passage extraction and result combination for genomics information retrieval. J. Intell. Inf. Syst. Qinmin Hu, Jimmy Xiangji Huang
2010	—	`ed.`	Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2010, Toronto, Canada, August 31 - September 3, 2010 IAT Jimmy Xiangji Huang, Ali A. Ghorbani, Mohand-Said Hacid, Takahira Yamaguchi