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ORCIDJimmy Huang 0001
Jimmy X. Huang – Jimmy Xiangji Huang – Xiangji Huang 0001
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- affiliation: York University, Toronto, Canada
Other persons with the same name
- Jimmy Huang — disambiguation page
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2020 – today
- 2025
[j104]Min Pan
, Shuting Zhou, Jinguang Chen, Ellen Anne Huang, Jimmy X. Huang:
A semantic framework for enhancing pseudo-relevance feedback with soft negative sampling and contrastive learning. Inf. Process. Manag. 62(3): 104058 (2025)- [j103]Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jinjin Ma, Jimmy Xiangji Huang:
A diversity-enhanced knowledge distillation model for practical math word problem solving. Inf. Process. Manag. 62(3): 104059 (2025) - [j102]Ganfeng Yu, Zhiwen Xie, Guangyou Zhou, Zhuo Zhao, Jimmy Xiangji Huang:
Exploring long- and short-term knowledge state graph representations with adaptive fusion for knowledge tracing. Inf. Process. Manag. 62(3): 104074 (2025) - [j101]Amran Bhuiyan, Aijun An, Jimmy Xiangji Huang, Jialie Shen:
Optimizing domain-generalizable ReID through non-parametric normalization. Pattern Recognit. 162: 111356 (2025) - [i24]Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jinjin Ma, Jimmy Xiangji Huang:
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem Solving. CoRR abs/2501.03670 (2025) - [i23]Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Xiangji Huang:
How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. CoRR abs/2501.05714 (2025) - [i22]Abeer Badawi, Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Shaina Raza, Elham Dolatabadi:
Position: Beyond Assistance - Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care. CoRR abs/2503.16456 (2025) - 2024
- [j100]Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang:
A comprehensive evaluation of large Language models on benchmark biomedical text processing tasks. Comput. Biol. Medicine 171: 108189 (2024) - [j99]Min Pan, Teng Li, Yu Liu, Quanli Pei, Ellen Anne Huang, Jimmy X. Huang:
A semantically enhanced text retrieval framework with abstractive summarization. Comput. Intell. 40(1) (2024) - [j98]Min Pan, Shuting Zhou, Teng Li, Yu Liu, Quanli Pei, Angela Jennifer Huang, Jimmy X. Huang:
Utilizing passage-level relevance and kernel pooling for enhancing BERT-based document reranking. Comput. Intell. 40(3) (2024) - [j97]Jiajia Wang, Jimmy Xiangji Huang, Xinhui Tu, Junmei Wang, Angela Jennifer Huang, Md. Tahmid Rahman Laskar, Amran Bhuiyan:
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges. ACM Comput. Surv. 56(7): 185:1-185:33 (2024) - [j96]Amran Bhuiyan, Jimmy Xiangji Huang, Aijun An:
IGMG: Instance-guided multi-granularity for domain generalizable person re-identification. Comput. Vis. Image Underst. 240: 103905 (2024) - [j95]Sheng Chai, Jimmy Huang:
Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing. J. Grid Comput. 22(1): 27 (2024) - [j94]Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang:
Number-enhanced representation with hierarchical recursive tree decoding for math word problem solving. Inf. Process. Manag. 61(2): 103585 (2024) - [j93]Yao Xiao, Guangyou Zhou, Zhiwen Xie, Jin Liu, Jimmy Xiangji Huang:
Learning dual disentangled representation with self-supervision for temporal knowledge graph reasoning. Inf. Process. Manag. 61(2): 103618 (2024) - [j92]Wei Yuan, Zongyang Ma, Aijun An, Jimmy Xiangji Huang:
Topic-aware response selection for dialog systems. Nat. Lang. Process. J. 8: 100087 (2024) - [j91]Pengfei Li, Guangyou Zhou, Zhiwen Xie, Penghui Xie, Jimmy Xiangji Huang:
Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4741-4754 (2024) - [j90]Zhuo Zhao, Guangyou Zhou, Zhiwen Xie, Lingfei Wu, Jimmy Xiangji Huang:
CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension. ACM Trans. Intell. Syst. Technol. 15(4): 70:1-70:24 (2024) - [j89]Zhiwen Xie, Yi Zhang, Guangyou Zhou, Jin Liu, Xinhui Tu, Jimmy Xiangji Huang:
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. 36(12): 8914-8927 (2024) - [j88]Yizheng Huang, Jimmy X. Huang:
Exploring ChatGPT for next-generation information retrieval: Opportunities and challenges. Web Intell. 22(1): 31-44 (2024) - [c165]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 Huang:
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. EMNLP 2024: 13785-13816 - [c164]Ming Li, Lin Li, Xiaohui Tao, Jimmy Xiangji Huang:
MealRec+: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness. SIGIR 2024: 564-574 - [c163]Zhuo Zhao, Zhiwen Xie, Guangyou Zhou, Jimmy Xiangji Huang:
MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension. SIGIR 2024: 1995-2005 - [i21]Yizheng Huang, Jimmy Huang:
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges. CoRR abs/2402.11203 (2024) - [i20]Jiajia Wang, Jimmy X. Huang, Xinhui Tu, Junmei Wang, Angela Jennifer Huang, Md. Tahmid Rahman Laskar, Amran Bhuiyan:
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges. CoRR abs/2403.00784 (2024) - [i19]Ming Li, Lin Li, Xiaohui Tao, Jimmy Xiangji Huang:
MealRec+: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness. CoRR abs/2404.05386 (2024) - [i18]Yizheng Huang, Jimmy Huang:
A Survey on Retrieval-Augmented Text Generation for Large Language Models. CoRR abs/2404.10981 (2024) - [i17]Zhiwen Xie, Yi Zhang, Guangyou Zhou, Jin Liu, Xinhui Tu, Jimmy Xiangji Huang:
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion. CoRR abs/2404.15807 (2024) - [i16]Emrul Hasan, Mizanur Rahman, Chen Ding, Jimmy Xiangji Huang, Shaina Raza:
Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives. CoRR abs/2405.05562 (2024) - [i15]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:
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. CoRR abs/2407.04069 (2024) - [i14]Meng Sun, Lin Li, Ming Li, Xiaohui Tao, Dong Zhang, Peipei Wang, Jimmy Xiangji Huang:
A Survey on Bundle Recommendation: Methods, Applications, and Challenges. CoRR abs/2411.00341 (2024) - [i13]Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren, Evangelos Kanoulas:
Learning to Ask: Conversational Product Search via Representation Learning. CoRR abs/2411.14466 (2024) - 2023
- [j87]Hajer Ayadi, Mouna Torjmen Khemakhem, Jimmy X. Huang:
Term dependency extraction using rule-based Bayesian Network for medical image retrieval. Artif. Intell. Medicine 140: 102551 (2023) - [j86]Kimiya Keyvan, Jimmy Xiangji Huang:
How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges. ACM Comput. Surv. 55(6): 129:1-129:40 (2023) - [j85]Penghui Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang:
Incorporating global-local neighbors with Gaussian mixture embedding for few-shot knowledge graph completion. Expert Syst. Appl. 234: 121086 (2023) - [j84]Min Pan, Quanli Pei, Yu Liu, Teng Li, Ellen Anne Huang, Junmei Wang, Jimmy Xiangji Huang:
SPRF: A semantic Pseudo-relevance Feedback enhancement for information retrieval via ConceptNet. Knowl. Based Syst. 274: 110602 (2023) - [j83]Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang:
TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2246-2258 (2023) - [j82]Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren, Evangelos Kanoulas:
Learning to Ask: Conversational Product Search via Representation Learning. ACM Trans. Inf. Syst. 41(2): 45:1-45:27 (2023) - [c162]Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang:
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. ACL (Findings) 2023: 431-469 - [c161]Zhiwen Xie, Yi Zhang, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang:
Learning Query Adaptive Anchor Representation for Inductive Relation Prediction. ACL (Findings) 2023: 14041-14053 - [c160]Sepideh Nahali, Leila Safari, Alireza Khanteymoori, Hajer Ayadi, Jimmy X. Huang:
IsoGloVe: A New Count-based Graph Embedding Method based on Geodesic Distance. Canadian AI 2023 - [c159]Zhaohui Liang, Zhiyun Xue, Yang Feng, Sivaramakrishnan Rajaraman, Jimmy Xiangji Huang, Sameer K. Antani:
Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. BIBM 2023: 3067-3072 - [c158]Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang:
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers. BioNLP@ACL 2023: 326-336 - [c157]Hajer Ayadi, Jimmy X. Huang, Aijun An, Yiming Shao, Hao Zhou, Hossein Pourmodheji:
TAMG: Topology-Aware Multi-GPU Allocation via Deep Reinforcement Learning. CASCON 2023: 185-190 - [c156]Yizheng Huang, Jimmy X. Huang:
Diversified Prior Knowledge Enhanced General Language Model for Biomedical Information Retrieval. ECAI 2023: 1109-1115 - [c155]Md. Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan, Enamul Hoque, Jimmy Xiangji Huang:
Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization. EMNLP (Findings) 2023: 10245-10255 - [c154]Sepideh Nahali, Hajer Ayadi, Jimmy X. Huang, Esmat Pakizeh, Mir Mohsen Pedram, Leila Safari:
A Dynamic and Task-Independent Reward Shaping Approach for Discrete Partially Observable Markov Decision Processes. PAKDD (2) 2023: 337-348 - [c153]Lei Liu, Jimmy Xiangji Huang:
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation. SIGIR 2023: 2287-2292 - [i12]Md. Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan, Enamul Hoque, Jimmy Huang:
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia. CoRR abs/2305.06147 (2023) - [i11]Lei Liu, Jimmy Xiangji Huang:
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation. CoRR abs/2305.07393 (2023) - [i10]Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang:
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. CoRR abs/2305.18486 (2023) - [i9]Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang:
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers. CoRR abs/2306.04504 (2023) - [i8]Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy Xiangji Huang:
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks. CoRR abs/2310.04270 (2023) - 2022
- [j81]Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang:
Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization. Comput. Linguistics 48(2): 279-320 (2022) - [j80]Xuan Zhao, Jimmy Xiangji Huang:
Bert-QAnet: BERT-encoded hierarchical question-answer cross-attention network for duplicate question detection. Neurocomputing 509: 68-74 (2022) - [j79]Min Pan, Junmei Wang, Jimmy X. Huang, Angela Jennifer Huang, Qi Chen, Jinguang Chen:
A probabilistic framework for integrating sentence-level semantics via BERT into pseudo-relevance feedback. Inf. Process. Manag. 59(1): 102734 (2022) - [j78]Qixuan Zhang, Xinyi Weng, Guangyou Zhou, Yi Zhang, Jimmy Xiangji Huang:
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base. Inf. Process. Manag. 59(3): 102933 (2022) - [j77]Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang:
An efficiency relation-specific graph transformation network for knowledge graph representation learning. Inf. Process. Manag. 59(6): 103076 (2022) - [j76]Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang, Xiaohui Cui:
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings. Inf. Sci. 608: 1557-1571 (2022) - [j75]Amran Bhuiyan, Jimmy Xiangji Huang:
STCA: Utilizing a spatio-temporal cross-attention network for enhancing video person re-identification. Image Vis. Comput. 123: 104474 (2022) - [j74]Zhaohui Liang, Jimmy Xiangji Huang, Sameer K. Antani:
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors 22(24): 9628 (2022) - [j73]Yue Hu, Haitong Yang, Guangyou Zhou, Jimmy Xiangji Huang:
Generating Factoid Questions with Question Type Enhanced Representation and Attention-based Copy Mechanism. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(2): 31:1-31:18 (2022) - [j72]Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang:
HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem Solving. IEEE ACM Trans. Audio Speech Lang. Process. 30: 816-828 (2022) - [j71]Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang:
Dual Gated Graph Attention Networks with Dynamic Iterative Training for Cross-Lingual Entity Alignment. ACM Trans. Inf. Syst. 40(3): 44:1-44:30 (2022) - [j70]Jiashu Zhao, Jimmy Xiangji Huang, Hongbo Deng, Yi Chang, Long Xia:
Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic Model for Web Search Personalization. ACM Trans. Inf. Syst. 40(3): 51:1-51:24 (2022) - [c152]Xing Tan, Jimmy X. Huang, Kai Huang:
Complexity Analysis of Green Pickup-and-Delivery Problems on Ring Structures. Canadian AI 2022 - [c151]Lianghao Xia, Chao Huang, Yong Xu, Jiashu Zhao, Dawei Yin, Jimmy X. Huang:
Hypergraph Contrastive Collaborative Filtering. SIGIR 2022: 70-79 - [c150]Yizheng Huang, Jimmy X. Huang:
York University at TREC 2022: Deep Learning Track. TREC 2022 - [i7]Lianghao Xia, Chao Huang, Yong Xu, Jiashu Zhao, Dawei Yin, Jimmy Xiangji Huang:
Hypergraph Contrastive Collaborative Filtering. CoRR abs/2204.12200 (2022) - 2021
- [j69]Jie Zhou, Jiabao Zhao, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He:
MASAD: A large-scale dataset for multimodal aspect-based sentiment analysis. Neurocomputing 455: 47-58 (2021) - [j68]Guangyou Zhou, Zhiwen Xie, Zongfu Yu, Jimmy Xiangji Huang:
DFM: A parameter-shared deep fused model for knowledge base question answering. Inf. Sci. 547: 103-118 (2021) - [j67]Jinyuan Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu:
Global optimization with one-class classification-assisted selection. Swarm Evol. Comput. 60: 100801 (2021) - [j66]Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang:
Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1762-1773 (2021) - [j65]Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu:
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. ACM Trans. Cyber Phys. Syst. 5(4): 41:1-41:26 (2021) - [j64]Omer Tal, Yang Liu, Jimmy X. Huang, Xiaohui Yu, Bushra Aljbawi:
Neural Attention Frameworks for Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 33(5): 2137-2150 (2021) - [c149]Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang:
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. AAAI 2021: 4123-4130 - [c148]Xing Tan, Jimmy Xiangji Huang:
A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems. AAAI 2021: 11990-11997 - [c147]Zhaohui Liang, Jimmy Xiangji Huang:
Adaptive Cycle-consistent Adversarial Network for Malaria Blood Cell Image Synthetization. AIPR 2021: 1-7 - [c146]Zhaohui Liang, Jimmy X. Huang:
Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Image Generation. AMIA 2021 - [c145]Xuan Zhao, Jimmy X. Huang, Haitian Yang:
CANs: Coupled-Attention Networks for Sarcasm Detection on Social Media. IJCNN 2021: 1-8 - [c144]Yizheng Huang, Jimmy X. Huang:
York University at TREC 2021: Deep Learning Track. TREC 2021 - [i6]Md. Tahmid Rahman Laskar, Jimmy X. Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu:
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. CoRR abs/2104.13190 (2021) - [i5]Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang:
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. CoRR abs/2110.03996 (2021) - [i4]Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang:
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization. CoRR abs/2112.11670 (2021) - 2020
- [j63]Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He:
Is position important? deep multi-task learning for aspect-based sentiment analysis. Appl. Intell. 50(10): 3367-3378 (2020) - [j62]Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Zhiwei Ying, Yuqi Wang:
A topic-based term frequency normalization framework to enhance probabilistic information retrieval. Comput. Intell. 36(2): 486-521 (2020) - [j61]Jie Zhou, Qin Chen, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He:
Position-aware hierarchical transfer model for aspect-level sentiment classification. Inf. Sci. 513: 1-16 (2020) - [j60]Jinyuan Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu:
Boosting evolutionary optimization via fuzzy-classification-assisted selection. Inf. Sci. 519: 423-438 (2020) - [j59]Min Pan, Jimmy Xiangji Huang, Tingting He, Zhiming Mao, Zhiwei Ying, Xinhui Tu:
A simple kernel co-occurrence-based enhancement for pseudo-relevance feedback. J. Assoc. Inf. Sci. Technol. 71(3): 264-281 (2020) - [j58]Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He:
SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for aspect-level sentiment classification. Knowl. Based Syst. 205: 106292 (2020) - [j57]Xu Chen, Kun Xiong, Yongfeng Zhang, Long Xia, Dawei Yin, Jimmy Xiangji Huang:
Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network. ACM Trans. Inf. Syst. 39(1): 8:1-8:22 (2020) - [c143]Zhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang:
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding. ACL 2020: 5929-5939 - [c142]Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy X. Huang:
Query Focused Abstractive Summarization via Incorporating Query Relevance and Transfer Learning with Transformer Models. Canadian AI 2020: 342-348 - [c141]Zhaohui Liang, Jimmy Xiangji Huang, Jun Li, Stephen Chan:
Enhancing Automated COVID-19 Chest X-ray Diagnosis by Image-to-Image GAN Translation. BIBM 2020: 1068-1071 - [c140]Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang:
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization. COLING 2020: 5647-5654 - [c139]Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang:
A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment. COLING 2020: 5918-5928 - [c138]Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He:
Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification. DASFAA (1) 2020: 786-802 - [c137]Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Enamul Hoque:
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task. LREC 2020: 5505-5514 - [c136]Pengfei Wang, Yu Fan, Long Xia, Wayne Xin Zhao, Shaozhang Niu, Jimmy X. Huang:
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation. SIGIR 2020: 209-218 - [c135]Lixin Zou, Long Xia, Yulong Gu, Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang, Dawei Yin:
Neural Interactive Collaborative Filtering. SIGIR 2020: 749-758 - [e5]Jimmy X. Huang, Yi Chang, Xueqi Cheng, Jaap Kamps, Vanessa Murdock, Ji-Rong Wen, Yiqun Liu:
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020. ACM 2020, ISBN 978-1-4503-8016-4 [contents] - [i3]Lixin Zou, Long Xia, Yulong Gu, Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang, Dawei Yin:
Neural Interactive Collaborative Filtering. CoRR abs/2007.02095 (2020) - [i2]Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang:
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization. CoRR abs/2011.01421 (2020) - [i1]Md. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang:
Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection. CoRR abs/2011.07208 (2020)
2010 – 2019
- 2019
- [j56]Jie Zhou, Jimmy Xiangji Huang, Qin Chen, Qinmin Vivian Hu, Tingting Wang, Liang He:
Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges. IEEE Access 7: 78454-78483 (2019) - [j55]Zhiwei Ying, Jimmy Xiangji Huang, Jie Zhou, Fanghong Jian, Tingting He:
DSPF: A Digital Signal Processing Based Framework for Information Retrieval. IEEE Access 7: 110235-110248 (2019) - [j54]Zhiwei Ying, Jimmy Xiangji Huang, Jie Zhou:
A New Digital Signal Processing Based Model With Multi-Aspect Term Frequency for Information Retrieval. IEEE Access 7: 160738-160754 (2019) - [j53]Zhaohui Liang, Jun Liu, Aihua Ou, Honglai Zhang, Ziping Li, Jimmy Xiangji Huang:
Deep generative learning for automated EHR diagnosis of traditional Chinese medicine. Comput. Methods Programs Biomed. 174: 17-23 (2019) - [j52]Turdi Tohti, Jimmy X. Huang, Askar Hamdulla, Xing Tan:
Text Filtering through Multi-Pattern Matching: A Case Study of Wu-Manber-Uy on the Language of Uyghur. Inf. 10(8): 246 (2019) - [c134]Zhaohui Liang, Jun Liu, Honglai Zhang, Jimmy Xiangji Huang, Ziping Li, Stephen Chan:
Patient Entity Recognition by Automatic EHR Context Understanding and Deep Learning. BIBM 2019: 1096-1099 - [c133]Jinyuan Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu:
A classification-based selection for evolutionary optimization. GECCO (Companion) 2019: 328-329 - [c132]Xing Tan, Jimmy Xiangji Huang:
On Computational Complexity of Pickup-and-Delivery Problems with Precedence Constraints or Time Windows. IJCAI 2019: 5635-5643 - [c131]Xinhui Tu, Jimmy X. Huang, Jing Luo, Runjie Zhu, Tingting He:
Parrot: A Python-based Interactive Platform for Information Retrieval Research. SIGIR 2019: 1289-1292 - 2018
- [j51]Jimmy Xiangji Huang, Ben He, Jiashu Zhao:
Mining authoritative and topical evidence from the blogosphere for improving opinion retrieval. Inf. Syst. 78: 199-213 (2018) - [j50]Jianbin Sun, Jimmy Xiangji Huang, Leilei Chang, Jiang Jiang, Yuejin Tan:
BRBcast: A new approach to belief rule-based system parameter learning via extended causal strength logic. Inf. Sci. 444: 51-71 (2018) - [j49]Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa:
MF-Re-Rank: A modality feature-based Re-Ranking model for medical image retrieval. J. Assoc. Inf. Sci. Technol. 69(9): 1095-1108 (2018) - [j48]Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He:
Modeling Queries with Contextual Snippets for Information Retrieval. ACM Trans. Intell. Syst. Technol. 9(4): 47:1-47:26 (2018) - [j47]Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He:
TAKer: Fine-Grained Time-Aware Microblog Search with Kernel Density Estimation. IEEE Trans. Knowl. Data Eng. 30(8): 1602-1615 (2018) - [c130]Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He:
CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity. AAAI 2018: 265-273 - [c129]Turdi Tohti, Lirui Xu, Jimmy X. Huang, Winira Musajan, Askar Hamdulla:
Character-Based N-gram Model for Uyghur Text Retrieval. CCBR 2018: 678-688 - [c128]Sadra Abrishamkar, Jimmy Xiangji Huang:
OurDirection: An Interactive Dialogue Framework For Chatting with Government Officials. DocEng 2018: 45:1-45:4 - [c127]Xing Tan, Jimmy Xiangji Huang:
Levenshtein in Blocks World: String Matching via AI Planning. ICTIR 2018: 171-174 - [c126]Xing Tan, Fanghong Jiang, Jimmy Xiangji Huang:
StatBM25: An Aggregative and Statistical Approach for Document Ranking. ICTIR 2018: 207-210 - [c125]Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He:
CAN: Enhancing Sentence Similarity Modeling with Collaborative and Adversarial Network. SIGIR 2018: 815-824 - [c124]Haohao Hu, Runjie Zhu, Yuqi Wang, Wenying Feng, Xing Tan, Jimmy Xiangji Huang:
A Best Match KNN-based Approach for Large-scale Product Categorization. eCOM@SIGIR 2018 - [c123]Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Tingting He:
A New Term Frequency Normalization Model for Probabilistic Information Retrieval. SIGIR 2018: 1237-1240 - 2017
- [j46]Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa:
Mining correlations between medically dependent features and image retrieval models for query classification. J. Assoc. Inf. Sci. Technol. 68(5): 1323-1334 (2017) - [j45]Xiangdong An, Jimmy Xiangji Huang:
geNov: A new metric for measuring novelty and relevancy in biomedical information retrieval. J. Assoc. Inf. Sci. Technol. 68(11): 2620-2635 (2017) - [j44]Melyara Mezzi, Nadjia Benblidia, Xiangji Huang:
A Semantically Enriched Context-Aware Stemming Algorithm. J. Integr. Des. Process. Sci. 21(4): 5-24 (2017) - [j43]Wenying Feng, Toufiq Hossain Kazi, Gongzhu Hu, Jimmy Xiangji Huang:
pART2: using adaptive resonance theory for web caching prefetching. Neural Comput. Appl. 28(S-1): 1275-1288 (2017) - [j42]Wenying Feng, Toufiq Hossain Kazi, Gongzhu Hu, Jimmy Xiangji Huang:
Correction to: pART2: using adaptive resonance theory for web caching prefetching. Neural Comput. Appl. 28(S-1): 1289 (2017) - [j41]Guangyou Zhou, Jimmy Xiangji Huang:
Modeling and Learning Distributed Word Representation with Metadata for Question Retrieval. IEEE Trans. Knowl. Data Eng. 29(6): 1226-1239 (2017) - [j40]Guangyou Zhou, Jimmy Xiangji Huang:
Modeling and Mining Domain Shared Knowledge for Sentiment Analysis. ACM Trans. Inf. Syst. 36(2): 18:1-18:36 (2017) - [c122]Hajer Ayadi, Mouna Torjmen Khemakhem, Jimmy Xiangji Huang, Mariam Daoud, Maher Ben Jemaa:
Learning to Re-rank Medical Images Using a Bayesian Network-Based Thesaurus. ECIR 2017: 160-172 - [c121]Xing Tan, Fanghong Jian, Jimmy Xiangji Huang:
On the Effectiveness of Bayesian Network-based Models for Document Ranking. ICTIR 2017: 309-312 - [c120]Guojun Gan, Jimmy Xiangji Huang:
A Data Mining Framework for Valuing Large Portfolios of Variable Annuities. KDD 2017: 1467-1475 - [c119]Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He, Weijie An:
Enhancing Recurrent Neural Networks with Positional Attention for Question Answering. SIGIR 2017: 993-996 - 2016
- [j39]Zheng Ye, Jimmy Xiangji Huang:
A learning to rank approach for quality-aware pseudo-relevance feedback. J. Assoc. Inf. Sci. Technol. 67(4): 942-959 (2016) - [j38]Jun Miao, Jimmy Xiangji Huang, Jiashu Zhao:
TopPRF: A Probabilistic Framework for Integrating Topic Space into Pseudo Relevance Feedback. ACM Trans. Inf. Syst. 34(4): 22:1-22:36 (2016) - [c118]Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang, Tingting He:
Bi-Transferring Deep Neural Networks for Domain Adaptation. ACL (1) 2016 - [c117]Xing Tan, Xiangdong An, Nicholas Pairaudeau, Jimmy X. Huang:
Towards a Formal Account of the Dynamics of Knowledge and Context in Surgical Rooms for the Practice of Surgical Safety CheckLists. AMIA 2016 - [c116]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:
CNN-based image analysis for malaria diagnosis. BIBM 2016: 493-496 - [c115]Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Tingting He, Po Hu:
A Simple Enhancement for Ad-hoc Information Retrieval via Topic Modelling. SIGIR 2016: 733-736 - [c114]Xinhui Tu, Jimmy Xiangji Huang, Jing Luo, Tingting He:
Exploiting Semantic Coherence Features for Information Retrieval. SIGIR 2016: 837-840 - [c113]Xing Tan, Jimmy Xiangji Huang, Aijun An:
Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study. SIGIR 2016: 961-964 - 2015
- [c112]Zhaohui Liang, Gang Zhang, Jimmy Xiangji Huang:
Discovery of the relations between genetic polymorphism and adverse drug reactions. BIBM 2015: 543-548 - [c111]Andia Ghoddousi, Jimmy Xiangji Huang:
York University at CLEF 2015 eHealth : Medical Document Retrieval. CLEF (Working Notes) 2015 - [c110]Baiyan Liu, Xiangdong An, Jimmy Xiangji Huang:
Using Term Location Information to Enhance Probabilistic Information Retrieval. SIGIR 2015: 883-886 - 2014
- [j37]Wenying Feng, Qinglei Zhang, Gongzhu Hu, Jimmy Xiangji Huang:
Mining network data for intrusion detection through combining SVMs with ant colony networks. Future Gener. Comput. Syst. 37: 127-140 (2014) - [j36]Jiashu Zhao, Jimmy Xiangji Huang, Zheng Ye:
Modeling Term Associations for Probabilistic Information Retrieval. ACM Trans. Inf. Syst. 32(2): 7:1-7:47 (2014) - [c109]Lingfeng Zeng, Changrong Meng, Ziping Li, Xiangji Huang, Zhaohui Liang:
Cloud computing and its decision-making for medical and health informatization in the context of big data. BIBM 2014: 201-206 - [c108]Lingfeng Zeng, Changrong Meng, Zhaohui Liang, Xiangji Huang, Ziping Li:
Stroke unit of integrative medicine for post stroke comorbid anxiety and depression: A systematic review and meta-analysis of 25 randomized controlled trials. BIBM 2014: 207-212 - [c107]Qinmin Vivian Hu, Liang He, Mingyao Li, Jimmy Xiangji Huang, E. Mark Haacke:
A semi-informative aware approach using topic model for medical search. BIBM 2014: 320-324 - [c106]Zhaohui Liang, Gang Zhang, Jimmy Xiangji Huang, Qinmin Vivian Hu:
Deep learning for healthcare decision making with EMRs. BIBM 2014: 556-559 - [c105]Jiajin Wu, Jimmy X. Huang:
Task 3a: Team YORKU. CLEF (Working Notes) 2014: 276-282 - [c104]Hajer Ayadi, Mouna Torjmen Khemakhem, Mariam Daoud, Jimmy Xiangji Huang, Maher Ben Jemaa:
Apprentissage de classification des requêtes basée sur la confiance et la couverture. CORIA-CIFED 2014: 303-318 - [c103]Qinmin Hu, Xiangji Huang:
Bringing Information Retrieval into Crowdsourcing: A Case Study. ECIR 2014: 631-637 - [c102]Zheng Ye, Jimmy Xiangji Huang:
A simple term frequency transformation model for effective pseudo relevance feedback. SIGIR 2014: 323-332 - [c101]Jiashu Zhao, Jimmy Xiangji Huang:
An enhanced context-sensitive proximity model for probabilistic information retrieval. SIGIR 2014: 1131-1134 - 2013
- [j35]Mariam Daoud, Jimmy Xiangji Huang:
Mining query-driven contexts for geographic and temporal search. Int. J. Geogr. Inf. Sci. 27(8): 1530-1549 (2013) - [j34]Jimmy Xiangji Huang, Jun Miao, Ben He:
High performance query expansion using adaptive co-training. Inf. Process. Manag. 49(2): 441-453 (2013) - [j33]Mariam Daoud, Jimmy Xiangji Huang:
Modeling geographic, temporal, and proximity contexts for improving geotemporal search. J. Assoc. Inf. Sci. Technol. 64(1): 190-212 (2013) - [j32]Qinmin Hu, Jimmy Xiangji Huang:
Enhancing genomics Information Retrieval through Dimensional Analysis. J. Bioinform. Comput. Biol. 11(3) (2013) - [j31]Xiaoshi Yin, Jimmy Xiangji Huang, Zhoujun Li, Xiaofeng Zhou:
A Survival Modeling Approach to Biomedical Search Result Diversification Using Wikipedia. IEEE Trans. Knowl. Data Eng. 25(6): 1201-1212 (2013) - [j30]Yang Liu, Xiaohui Yu, Aijun An, Xiangji Huang:
Riding the tide of sentiment change: sentiment analysis with evolving online reviews. World Wide Web 16(4): 477-496 (2013) - [c100]Changrong Meng, Honglai Zhang, Lingfeng Zeng, Ziping Li, Jimmy X. Huang, Zhaohui Liang:
Evidence-based decision support for the clinical practice of acupuncture: Data mining approaches. BIBM 2013: 180-181 - [c99]Gang Zhang, Xiangyang Shu, Yongjing Huang, Yingrong Lao, Zhaohui Liang, Shanxing Ou, Jimmy X. Huang:
A sparse Bayesian multi-instance multi-label model for skin biopsy image analysis. BIBM 2013: 261-266 - [c98]Yi-fei Cai, Zhaohui Liang, Tong He, Gang Zhang, Jimmy Xiangji Huang, Xing Zeng:
Augmenting LASSO regression with decision tree for identifying the correlation of genetic polymorphism and adverse events. BIBM 2013: 355-360 - [c97]Jiayue Zhang, Jimmy Xiangji Huang, Jun Guo, Weiran Xu:
Promoting electronic health record search through a time-aware approach. BIBM 2013: 593-596 - [c96]Jiefu Pei, Bo Ling, Simon Liao, Baiyan Liu, Jimmy Xiangji Huang, Trevor Strome, Ricardo Lobato de Faria, Michael G. Zhang:
Improving prediction accuracy of influenza-like illnesses in hospital emergency departments. BIBM 2013: 602-607 - [c95]Mariam Daoud, Jimmy Xiangji Huang, William Melek, C. Joseph Kurian:
A semantic feature space for disease prediction. BIBM 2013: 617 - [c94]Jiajin Wu, Jimmy X. Huang, Zheng Ye:
Expoliting rich features for promoting diversity in biomedical information retrieval. BIBM 2013: 624 - [c93]Hajer Ayadi, Mouna Torjmen, Mariam Daoud, Maher Ben Jemaa, Jimmy Xiangji Huang:
Correlating medical-dependent query features with image retrieval models using association rules. CIKM 2013: 299-308 - [c92]Atanaz Babashzadeh, Mariam Daoud, Jimmy X. Huang:
Using Semantic-Based Association Rule Mining for Improving Clinical Text Retrieval. HIS 2013: 186-197 - [c91]Parvaz Mahdabi, Shima Gerani, Jimmy Xiangji Huang, Fabio Crestani:
Leveraging conceptual lexicon: query disambiguation using proximity information for patent retrieval. SIGIR 2013: 113-122 - [c90]Atanaz Babashzadeh, Jimmy X. Huang, Mariam Daoud:
Exploiting semantics for improving clinical information retrieval. SIGIR 2013: 801-804 - [c89]Xiangdong An, Jimmy Xiangji Huang:
Boosting novelty for biomedical information retrieval through probabilistic latent semantic analysis. SIGIR 2013: 829-832 - [c88]Sushma Yalamarti, Mariam Daoud, Jimmy X. Huang:
York University at TREC 2013: Contextual Suggestion Track. TREC 2013 - 2012
- [j29]Qinmin Hu, Jimmy X. Huang, Xiaohua Hu:
Modeling and mining term association for improving biomedical information retrieval performance. BMC Bioinform. 13(S-9): S2 (2012) - [j28]Xiaoshi Yin, Jimmy Xiangji Huang, Zhoujun Li:
Re-ranking with context for high-performance biomedical information retrieval. Int. J. Data Min. Bioinform. 6(2): 115-129 (2012) - [j27]Stefan M. Rüger, Vijay V. Raghavan, Irwin King, Jimmy Xiangji Huang:
Special issue on advances in web intelligence. Neurocomputing 76(1): 48-49 (2012) - [j26]Cheng Hua Li, Jimmy Xiangji Huang:
Spam filtering using semantic similarity approach and adaptive BPNN. Neurocomputing 92: 88-97 (2012) - [j25]Zheng Ye, Jimmy Xiangji Huang, Ben He, Hongfei Lin:
Mining a multilingual association dictionary from Wikipedia for cross-language information retrieval. J. Assoc. Inf. Sci. Technol. 63(12): 2474-2487 (2012) - [j24]Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An:
Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain. IEEE Trans. Knowl. Data Eng. 24(4): 720-734 (2012) - [c87]Jiashu Zhao, Jimmy Xiangji Huang, Xiaohua Hu, C. Joseph Kurian, William Melek:
A Bayesian-based prediction model for personalized medical health care. BIBM 2012: 1-4 - [c86]Jun Miao, Jimmy Xiangji Huang, Zheng Ye:
Proximity-based rocchio's model for pseudo relevance. SIGIR 2012: 535-544 - [c85]Zheng Ye, Jimmy Xiangji Huang, Jun Miao:
A hybrid model for ad-hoc information retrieval. SIGIR 2012: 1025-1026 - [c84]Jiashu Zhao, Jimmy Xiangji Huang, Shicheng Wu:
Rewarding term location information to enhance probabilistic information retrieval. SIGIR 2012: 1137-1138 - [c83]Jun Miao, Zheng Ye, Jimmy X. Huang:
York University at TREC 2012: Medical Records Track. TREC 2012 - [c82]Zahra Amin Nayeri, Zheng Ye, Jimmy Xiangji Huang:
York University at TREC 2012: Microblog Track. TREC 2012 - 2011
- [j23]Qinmin Hu, Jimmy X. Huang, Jun Miao:
A robust approach to optimizing multi-source information for enhancing genomics retrieval performance. BMC Bioinform. 12(S-5): S6 (2011) - [j22]Xiaoshi Yin, Zhoujun Li, Jimmy X. Huang, Xiaohua Hu:
Promoting ranking diversity for genomics search with relevance-novelty combined model. BMC Bioinform. 12(S-5): S8 (2011) - [j21]Stefan M. Rüger, Vijay V. Raghavan, Irwin King, Jimmy Xiangji Huang:
Special Issue Review: Neurocomputing - Special Issue on Advances in Web Intelligence. IEEE Intell. Informatics Bull. 12(1): 35-36 (2011) - [j20]Zheng Ye, Jimmy Xiangji Huang, Hongfei Lin:
Incorporating rich features to boost information retrieval performance: A SVM-regression based re-ranking approach. Expert Syst. Appl. 38(6): 7569-7574 (2011) - [j19]Xiaoshi Yin, Jimmy Xiangji Huang, Zhoujun Li:
Mining and modeling linkage information from citation context for improving biomedical literature retrieval. Inf. Process. Manag. 47(1): 53-67 (2011) - [j18]Yang Liu, Xiaohui Yu, Jimmy Xiangji Huang, Aijun An:
Combining integrated sampling with SVM ensembles for learning from imbalanced datasets. Inf. Process. Manag. 47(4): 617-631 (2011) - [j17]Ben He, Jimmy Xiangji Huang, Xiaofeng Zhou:
Modeling term proximity for probabilistic information retrieval models. Inf. Sci. 181(14): 3017-3031 (2011) - [j16]Zheng Ye, Jimmy Xiangji Huang, Hongfei Lin:
Finding a good query-related topic for boosting pseudo-relevance feedback. J. Assoc. Inf. Sci. Technol. 62(4): 748-760 (2011) - [c81]Yan Chen, Xiaoshi Yin, Zhoujun Li, Xiaohua Hu, Jimmy Xiangji Huang:
Promoting Ranking Diversity for Biomedical Information Retrieval Based on LDA. BIBM 2011: 456-461 - [c80]Qinmin Hu, Jimmy Xiangji Huang, Xiaohua Hu:
A Term Association Approach for Genomics Information Retrieval. BIBM 2011: 532-537 - [c79]Zheng Ye, Xiangji Huang, Hongfei Lin:
A Bayesian network approach to context sensitive query expansion. SAC 2011: 1138-1142 - [c78]Jiashu Zhao, Jimmy Xiangji Huang, Ben He:
CRTER: using cross terms to enhance probabilistic information retrieval. SIGIR 2011: 155-164 - [c77]Xiaofeng Zhou, Jimmy Xiangji Huang, Ben He:
Enhancing ad-hoc relevance weighting using probability density estimation. SIGIR 2011: 175-184 - [c76]Mariam Daoud, Dawid Kasperowicz, Jun Miao, Jimmy X. Huang:
York University at TREC 2011: Medical Records Track. TREC 2011 - [c75]Mihai Lupu, Jiashu Zhao, Jimmy X. Huang, Harsha Gurulingappa, Juliane Fluck, Marc Zimmermann, Igor V. Filippov, John Tait:
Overview of the TREC 2011 Chemical IR Track. TREC 2011 - [c74]Jimmy X. Huang:
Search beyond Traditional Probabilistic Information Retrieval. Web Intelligence 2011: 5 - [p1]Mihai Lupu, Jimmy X. Huang, Jianhan Zhu:
Evaluation of Chemical Information Retrieval Tools. Current Challenges in Patent Information Retrieval 2011: 109-124 - 2010
- [j15]Qinmin Hu, Jimmy Xiangji Huang:
Passage extraction and result combination for genomics information retrieval. J. Intell. Inf. Syst. 34(3): 249-274 (2010) - [j14]Jianhan Zhu, Xiangji Huang, Dawei Song, Stefan M. Rüger:
Integrating multiple document features in language models for expert finding. Knowl. Inf. Syst. 23(1): 29-54 (2010) - [c73]Zheng Ye, Ben He, Xiangji Huang, Hongfei Lin:
Revisiting Rocchio's Relevance Feedback Algorithm for Probabilistic Models. AIRS 2010: 151-161 - [c72]Zheng Ye, Jimmy Xiangji Huang, Song Jin, Hongfei Lin:
Exploring Social Annotation Tags to Enhance Information Retrieval Performance. AMT 2010: 255-266 - [c71]Qinmin Vivian Hu, Zheng Ye, Jimmy Xiangji Huang:
Enhancing Content-Based Image Retrieval Using Machine Learning Techniques. AMT 2010: 383-394 - [c70]Qinmin Vivian Hu, Jimmy Xiangji Huang:
Genomics information retrieval using a Bayesian model for learning and re-ranking. BCB 2010: 426-429 - [c69]Qinmin Vivian Hu, Jimmy Xiangji Huang, Jun Miao:
Exploring a multi-source fusion approach for genomics information retrieval. BIBM 2010: 669-672 - [c68]Xiaoshi Yin, Zhoujun Li, Jimmy Xiangji Huang, Xiaohua Hu:
A relevance-novelty combined model for genomics search result diversification. BIBM 2010: 692-695 - [c67]Qinmin Vivian Hu, Jimmy Xiangji Huang, William Melek, C. Joseph Kurian:
A Time Series Based Method for Analyzing and Predicting Personalized Medical Data. Brain Informatics 2010: 288-298 - [c66]Xiangdong An, Xiangji Huang, Nick Cercone:
Optimal IR: How Far Away? CICLing 2010: 602-613 - [c65]Xiaoshi Yin, Xiangji Huang, Zhoujun Li:
Promoting Ranking Diversity for Biomedical Information Retrieval Using Wikipedia. ECIR 2010: 495-507 - [c64]Xiangji Huang, Aijun An, Qinmin Hu:
Medical search and classification tools for recommendation. SIGIR 2010: 707 - [c63]Yang Liu, Xiaohui Yu, Xiangji Huang, Aijun An:
S-PLASA+: adaptive sentiment analysis with application to sales performance prediction. SIGIR 2010: 873-874 - [c62]Xiaoshi Yin, Xiangji Huang, Xiaofeng Zhou, Zhoujun Li:
A survival modeling approach to biomedical search result diversification using wikipedia. SIGIR 2010: 901-902 - [c61]Mihai Lupu, John Tait, Jimmy X. Huang, Jianhan Zhu:
TREC-CHEM 2010. TREC 2010 - [c60]Jun Miao, Xiangji Huang, Qinmin Hu:
York_University at TRECVID 2010. TRECVID 2010 - [c59]Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An:
A quality-aware model for sales prediction using reviews. WWW 2010: 1217-1218 - [e4]Yiyu Yao, Ron Sun, Tomaso A. Poggio, Jiming Liu, Ning Zhong, Jimmy X. Huang:
Brain Informatics, International Conference, BI 2010, Toronto, ON, Canada, August 28-30, 2010. Proceedings. Lecture Notes in Computer Science 6334, Springer 2010, ISBN 978-3-642-15313-6 [contents] - [e3]Jimmy X. Huang, Nick Koudas, Gareth J. F. Jones, Xindong Wu, Kevyn Collins-Thompson, Aijun An:
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010. ACM 2010, ISBN 978-1-4503-0099-5 [contents] - [e2]Jimmy Xiangji Huang, Ali A. Ghorbani, Mohand-Said Hacid, Takahira Yamaguchi:
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2010, Toronto, Canada, August 31 - September 3, 2010. IEEE Computer Society Press 2010 [contents] - [e1]Jimmy Xiangji Huang, Irwin King, Vijay V. Raghavan, Stefan M. Rüger:
2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference Proceedings. IEEE Computer Society 2010, ISBN 978-0-7695-4191-4 [contents]
2000 – 2009
- 2009
- [j13]Mihai Lupu, Jimmy X. Huang, Jianhan Zhu, John Tait:
TREC-CHEM: large scale chemical information retrieval evaluation at TREC. SIGIR Forum 43(2): 63-70 (2009) - [c58]Xiaoshi Yin, Xiangji Huang, Zhoujun Li:
Towards a Better Ranking for Biomedical Information Retrieval Using Context. BIBM 2009: 344-349 - [c57]Xiaoshi Yin, Xiangji Huang, Zhoujun Li:
BioCLink: A Probabilistic Approach for Improving Genomics Search with Citation Links. BIBM 2009: 375-378 - [c56]Hashmat Rohian, Aijun An, Jiashu Zhao, Xiangji Huang:
Discovering Temporal Associations among Significant Changes in Gene Expression. BIBM 2009: 419-423 - [c55]Aijun An, Qian Wan, Jiashu Zhao, Xiangji Huang:
Diverging patterns: discovering significant frequency change dissimilarities in large databases. CIKM 2009: 1473-1476 - [c54]Zheng Ye, Xiangji Huang, Qinmin Hu, Hongfei Lin:
An Integrated Approach for Medical Image Retrieval through Combining Textual and Visual Features. CLEF (2) 2009: 195-202 - [c53]Zheng Ye, Xiangji Huang, Hongfei Lin:
Towards A Better Performance for Medical Image Retrieval Using An Integrated Approach. CLEF (Working Notes) 2009 - [c52]Xiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li:
Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study. PAKDD 2009: 949-956 - [c51]Xiangji Huang, Qinmin Hu:
A bayesian learning approach to promoting diversity in ranking for biomedical information retrieval. SIGIR 2009: 307-314 - [c50]Zheng Ye, Xiangji Huang, Hongfei Lin:
A graph-based approach to mining multilingual word associations from wikipedia. SIGIR 2009: 690-691 - [c49]Mihai Lupu, Florina Piroi, Xiangji Huang, Jianhan Zhu, John Tait:
Overview of the TREC 2009 Chemical IR Track. TREC 2009 - [c48]Zheng Ye, Xiangji Huang, Ben He, Hongfei Lin:
York University at TREC 2009: Relevance Feedback Track. TREC 2009 - [c47]Jiashu Zhao, Xiangji Huang, Zheng Ye, Jianhan Zhu:
York University at TREC 2009: Chemical Track. TREC 2009 - [r1]Xiangji Huang:
Web Usage Mining with Web Logs. Encyclopedia of Data Warehousing and Mining 2009: 2096-2102 - 2008
- [c46]Jianhan Zhu, Dawei Song, Stefan M. Rüger, Xiangji Huang:
Modeling document features for expert finding. CIKM 2008: 1421-1422 - [c45]Bill Andreopoulos, Aijun An, Xiangji Huang, Dirk Labudde:
Integration of Genomic, Proteomic and Biomedical Information on the Semantic Web. ER Workshops 2008: 33-42 - [c44]Xiangji Huang:
Machine Learning Approaches to Information Retrieval and its Applications to the Web, Medical Informatics and Health Care. GrC 2008: 39-40 - [c43]Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu:
Modeling and Predicting the Helpfulness of Online Reviews. ICDM 2008: 443-452 - [c42]Qinmin Hu, Xiangji Huang:
A Dynamic Window Based Passage Extraction Algorithm for Genomics Information Retrieval. ISMIS 2008: 434-444 - [c41]Qinmin Hu, Xiangji Huang:
A reranking model for genomics aspect search. SIGIR 2008: 783-784 - [c40]Mladen Kovacevic, Xiangji Huang:
York University at TREC 2008: Blog Track. TREC 2008 - [c39]Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu:
HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews. Web Intelligence 2008: 793-796 - 2007
- [j12]Bill Andreopoulos, Aijun An, Xiangji Huang, Xiaogang Wang:
Finding molecular complexes through multiple layer clustering of protein interaction networks. Int. J. Bioinform. Res. Appl. 3(1): 65-85 (2007) - [j11]Xiangji Huang:
Comparison of Interestingness Measures for Web Usage Mining: an Empirical Study. Int. J. Inf. Technol. Decis. Mak. 6(1): 15-41 (2007) - [j10]Yang Liu, Xiangji Huang, Aijun An:
Personalized recommendation with adaptive mixture of markov models. J. Assoc. Inf. Sci. Technol. 58(12): 1851-1870 (2007) - [j9]Fuchun Peng, Xiangji Huang:
Machine learning for Asian language text classification. J. Documentation 63(3): 378-397 (2007) - [c38]Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu:
ARSA: a sentiment-aware model for predicting sales performance using blogs. SIGIR 2007: 607-614 - [c37]Yu Fan, Xiangji Huang:
York University at TREC 2007: Enterprise Document Search. TREC 2007 - [c36]Xiangji Huang, Damon Sotoudeh-Hosseinii, Hashmat Rohian, Xiangdong An:
York University at TREC 2007: Genomics Track. TREC 2007 - [c35]Yiyu Yao, Yi Zeng, Ning Zhong, Xiangji Huang:
Knowledge Retrieval (KR). Web Intelligence 2007: 729-735 - 2006
- [j8]Aijun An, Shakil M. Khan, Xiangji Huang:
Hierarchical grouping of association rules and its application to a real-world domain. Int. J. Syst. Sci. 37(13): 867-878 (2006) - [j7]Xiangji Huang, Qingsong Yao, Aijun An:
Applying language modeling to session identification from database trace logs. Knowl. Inf. Syst. 10(4): 473-504 (2006) - [c34]Ming Zhong, Xiangji Huang:
An effective extension to okapi for biomedical text mining. GrC 2006: 615-618 - [c33]Miao Wen, Xiangji Huang:
A multilevel searching and re-ranking framework for information retrieval. GrC 2006: 619-622 - [c32]Xiangji Huang, Yan Rui Huang, Miao Wen, Aijun An, Yang Liu, Josiah Poon:
Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. ICDM 2006: 295-306 - [c31]Qingsong Yao, Aijun An, Xiangji Huang:
Mining and Modeling Database User Access Patterns. ISMIS 2006: 493-503 - [c30]Yang Liu, Aijun An, Xiangji Huang:
Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. PAKDD 2006: 107-118 - [c29]Ming Zhong, Xiangji Huang:
Concept-based biomedical text retrieval. SIGIR 2006: 723-724 - [c28]Xiangji Huang, Miao Wen, Aijun An, Yan Rui Huang:
A platform for Okapi-based contextual information retrieval. SIGIR 2006: 728 - [c27]Yu Fan, Xiangji Huang, Aijun An:
York University at TREC 2006: Enterprise Email Discussion Search. TREC 2006 - [c26]Xiangji Huang, Bin Hu, Hashmat Rohian:
York University at TREC 2006: Genomics Track. TREC 2006 - [c25]Miao Wen, Xiangji Huang:
York University at TREC 2006: Legal Track. TREC 2006 - 2005
- [c24]Qingsong Yao, Aijun An, Xiangji Huang:
Finding and Analyzing Database User Sessions. DASFAA 2005: 851-862 - [c23]Qingsong Yao, Xiangji Huang, Aijun An:
A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data. DaWaK 2005: 254-264 - [c22]Xiangji Huang, Yan Rui Huang:
Using contextual information to improve retrieval performance. GrC 2005: 474-481 - [c21]Ying Zou, Aijun An, Xiangji Huang:
Evaluation and automatic selection of methods for handling missing data. GrC 2005: 728-733 - [c20]Qingsong Yao, Aijun An, Xiangji Huang:
A Distance-Based Algorithm for Clustering Database User Sessions. ISMIS 2005: 562-572 - [c19]Luo Si, Tapas Kanungo, Xiangji Huang:
Boosting performance of bio-entity recognition by combining results from multiple systems. BIOKDD 2005: 76-83 - [c18]Xiangji Huang, Yan Rui Huang, Miao Wen:
A dual index model for contextual information retrieval. SIGIR 2005: 613-614 - [c17]Wei Cao, Aijun An, Xiangji Huang:
York University at TREC 2005: SPAM Track. TREC 2005 - [c16]Xiangji Huang, Ming Zhong, Luo Si:
York University at TREC 2005: Genomics Track. TREC 2005 - [c15]Mladen Kovacevic, Xiangji Huang:
York University at TREC 2005: Terabyte Track. TREC 2005 - [c14]Miao Wen, Xiangji Huang, Aijun An, Yan Rui Huang:
York University at TREC 2005: HARD Track. TREC 2005 - 2004
- [j6]Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans:
Dynamic Web log session identification with statistical language models. J. Assoc. Inf. Sci. Technol. 55(14): 1290-1303 (2004) - [j5]Aijun An, Yanhui Huang, Xiangji Huang, Nick Cercone:
Feature Selection with Rough Sets for Web Page Classification. Trans. Rough Sets 2: 1-13 (2004) - [c13]Xiangji Huang, Yan Rui Huang, Ming Zhong, Miao Wen:
York University at TREC 2004: HARD and Genomics Tracks. TREC 2004 - [c12]Yang Liu, Xiangji Huang, Aijun An, Gary Promhouse:
Clustering Web Surfers with Probabilistic Models in a Real Application. Web Intelligence 2004: 761-765 - 2003
- [j4]Patrick Dawson, Jimmy X. Huang:
Organizing knowledge and political process: reconfiguration in the context of BPR. Int. J. Internet Enterp. Manag. 1(4) (2003) - [j3]Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone, Stephen E. Robertson:
Applying Machine Learning to Text Segmentation for Information Retrieval. Inf. Retr. 6(3-4): 333-362 (2003) - [c11]Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans, Nick Cercone:
Session Boundary Detection for Association Rule Learning Using n-Gram Language Models. AI 2003: 237-251 - [c10]Aijun An, Shakil M. Khan, Xiangji Huang:
Objective and Subjective Algorithms for Grouping Association Rules. ICDM 2003: 477-480 - [c9]Fuchun Peng, Xiangji Huang, Dale Schuurmans, Shaojun Wang:
Text classification in Asian languages without word segmentation. IRAL 2003: 41-48 - 2002
- [c8]Xiangji Huang, Nick Cercone, Aijun An:
Comparison of interestingness functions for learning web usage patterns. CIKM 2002: 617-620 - [c7]Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone:
Investigating the Relationship between Word Segmentation Performance and Retrieval Performance in Chinese IR. COLING 2002 - [c6]Xiangji Huang, Aijun An, Nick Cercone, Gary Promhouse:
Discovery of Interesting Association Rules from Livelink Web Log Data. ICDM 2002: 763-766 - [c5]Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone:
Waterloo at NTCIR-3: Using Self-supervised Word Segmentation. NTCIR 2002 - [c4]Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone, Stephen E. Robertson:
Using self-supervised word segmentation in Chinese information retrieval. SIGIR 2002: 349-350 - 2001
- [c3]Aijun An, Nick Cercone, Xiangji Huang:
A Case Study for Learning from Imbalanced Data Sets. AI 2001: 1-15 - 2000
- [j2]Xiangji Huang, Stephen E. Robertson, Nick Cercone, Aijun An:
Probability-Based Chinese Text Processing and Retrieval. Comput. Intell. 16(4): 552-569 (2000)
1990 – 1999
- 1997
- [j1]Xiangji Huang, Stephen E. Robertson:
Application of probabilistic methods to Chinese. J. Documentation 53(1): 74-79 (1997) - [c2]Xiangji Huang, Stephen E. Robertson:
Okapi Chinese Text Retrieval Experiments at TREC-6. TREC 1997: 137-142 - 1996
- [c1]Micheline Hancock-Beaulieu, Mike Gatford, Xiangji Huang, Stephen E. Robertson, Steve Walker, P. W. Williams:
Okapi at TREC-5. TREC 1996
Coauthor Index
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