| 2026 | ACL | Grounding Agent Memory in Contextual Intent. | Ruozhen Yang, Yucheng Jiang, Yueqi Jiang, Priyanka Kargupta, Yunyi Zhang, Jiawei Han |
| 2026 | ACL | RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking. | Jiaru Zou, Dongqi Fu, Sirui Chen, Xinrui He, Zihao Li, Yada Zhu, Jiawei Han, Jingrui He |
| 2026 | EACL | Zero-Shot Open-Schema Entity Structure Discovery. | Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth De Mel, Jiawei Han |
| 2025 | AAAI | Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations. | Pengcheng Jiang, Cao Xiao, Tianfan Fu, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han |
| 2025 | ACL | Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? | Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han |
| 2025 | ACL | Synergistic Weak-Strong Collaboration by Aligning Preferences. | Yizhu Jiao, Xuchao Zhang, Zhaoyang Wang, Yubo Ma, Zhun Deng, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Jiawei Han, Huaxiu Yao |
| 2025 | ACL | Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events. | Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han |
| 2025 | ACL | Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis. | Priyanka Kargupta, Ishika Agarwal, Tal August, Jiawei Han |
| 2025 | ACL | Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims. | Priyanka Kargupta, Runchu Tian, Jiawei Han |
| 2025 | ACL | TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora. | Priyanka Kargupta, Nan Zhang, Yunyi Zhang, Rui Zhang, Prasenjit Mitra, Jiawei Han |
| 2025 | ACL | A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion. | Yanzhen Shen, Yu Zhang, Yunyi Zhang, Jiawei Han |
| 2025 | CVPR | Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding. | Changshuo Wang, Shuting He, Xiang Fang, Jiawei Han, Zhonghang Liu, Xin Ning, Weijun Li, Prayag Tiwari |
| 2025 | CVPR | GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs. | Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han |
| 2025 | EMNLP | s3: You Don't Need That Much Data to Train a Search Agent via RL. | Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han |
| 2025 | EMNLP | Topic Coverage-based Demonstration Retrieval for In-Context Learning. | Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu |
| 2025 | EMNLP | PropRAG: Guiding Retrieval with Beam Search over Proposition Paths. | Jingjin Wang, Jiawei Han |
| 2025 | EMNLP | Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking. | Yunyi Zhang, Ruozhen Yang, Siqi Jiao, SeongKu Kang, Jiawei Han |
| 2024 | AAAI | Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. | Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han |
| 2024 | ACL | Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. | Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han |
| 2024 | ACL | Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. | Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han |
| 2024 | ACL | PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering. | Fangzhi Xu, Qika Lin, Tianzhe Zhao, Jiawei Han, Jun Liu |
| 2024 | ACL | ActionIE: Action Extraction from Scientific Literature with Programming Languages. | Xianrui Zhong, Yufeng Du, Siru Ouyang, Ming Zhong, Tingfeng Luo, Qirong Ho, Hao Peng, Heng Ji, Jiawei Han |
| 2024 | COLING | ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation. | Sayar Ghosh Roy, Jiawei Han |
| 2024 | EACL | Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction. | Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji |
| 2024 | ECCV | Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation. | Jiawei Han, Kaiqi Liu, Wei Li, Guangzhi Chen |
| 2024 | EMNLP | A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery. | Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han |
| 2024 | EMNLP | Topic-Oriented Open Relation Extraction with A Priori Seed Generation. | Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han |
| 2024 | EMNLP | Taxonomy-guided Semantic Indexing for Academic Paper Search. | SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu |
| 2024 | EMNLP | Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging. | Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani-Tr, Jiawei Han |
| 2024 | EMNLP | Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play. | Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, Yi Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji |
| 2024 | EMNLP | Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation. | Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen |
| 2024 | EMNLP | Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. | Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han |
| 2024 | ICLR | Representation Deficiency in Masked Language Modeling. | Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer |
| 2024 | ICLR | Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective. | Ming Zhong, Chenxin An, Weizhu Chen, Jiawei Han, Pengcheng He |
| 2023 | ACL | DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. | Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han |
| 2023 | ACL | Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models. | Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han |
| 2023 | ACL | Patton: Language Model Pretraining on Text-Rich Networks. | Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han |
| 2023 | ACL | Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. | Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han |
| 2023 | ACL | Compositional Data Augmentation for Abstractive Conversation Summarization. | Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang |
| 2023 | ACL | ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision. | Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang, Jiawei Han |
| 2023 | EDBT | Mining Structures from Massive Texts by Exploring the Power of Pre-trained Language Models. | Yu Zhang, Yunyi Zhang, Jiawei Han |
| 2023 | EMNLP | Large Language Models Can Self-Improve. | Jiaxin Huang, Shixiang Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, Jiawei Han |
| 2023 | EMNLP | Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. | Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han |
| 2023 | EMNLP | Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories. | Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett |
| 2023 | EMNLP | Instruct and Extract: Instruction Tuning for On-Demand Information Extraction. | Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han |
| 2023 | EMNLP | MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities. | Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han |
| 2023 | EMNLP | GLEN: General-Purpose Event Detection for Thousands of Types. | Sha Li, Qiusi Zhan, Kathryn Conger, Martha Palmer, Heng Ji, Jiawei Han |
| 2023 | EMNLP | RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor. | Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Windisch Brown, Jiawei Han, Heng Ji |
| 2023 | EMNLP | The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. | Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han |
| 2023 | EMNLP | Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation. | Da Yin, Xiao Liu, Fan Yin, Ming Zhong, Hritik Bansal, Jiawei Han, Kai-Wei Chang |
| 2023 | EMNLP | PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training. | Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han |
| 2023 | ICDE | Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks. | Carl Yang, Jiawei Han |
| 2022 | ACL | Phrase-aware Unsupervised Constituency Parsing. | Xiaotao Gu, Yikang Shen, Jiaming Shen, Jingbo Shang, Jiawei Han |
| 2022 | ACL | UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. | Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa |
| 2022 | ACL | Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion. | Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han |
| 2022 | CIKM | MentorGNN: Deriving Curriculum for Pre-Training GNNs. | Dawei Zhou, Lecheng Zheng, Dongqi Fu, Jiawei Han, Jingrui He |
| 2022 | EMNLP | Open-Vocabulary Argument Role Prediction For Event Extraction. | Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han |
| 2022 | EMNLP | Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. | Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han |
| 2022 | EMNLP | Open Relation and Event Type Discovery with Type Abstraction. | Sha Li, Heng Ji, Jiawei Han |
| 2022 | EMNLP | CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision. | Yuning Mao, Ming Zhong, Jiawei Han |
| 2022 | EMNLP | PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. | Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song |
| 2022 | EMNLP | Towards a Unified Multi-Dimensional Evaluator for Text Generation. | Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han |
| 2022 | EMNLP | Unsupervised Multi-Granularity Summarization. | Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han |
| 2022 | ICDM | THINK: Temporal Hypergraph Hyperbolic Network. | Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr |
| 2022 | ICLR | Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators. | Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul N. Bennett, Jiawei Han, Xia Song |
| 2021 | ACL | Generation-Augmented Retrieval for Open-Domain Question Answering. | Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen |
| 2021 | ACL | Reader-Guided Passage Reranking for Open-Domain Question Answering. | Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen |
| 2021 | ACL | Training ELECTRA Augmented with Multi-word Selection. | Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han |
| 2021 | EMNLP | Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training. | Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji, Jiawei Han |
| 2021 | EMNLP | Few-Shot Named Entity Recognition: An Empirical Baseline Study. | Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han |
| 2021 | EMNLP | The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. | Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss |
| 2021 | EMNLP | Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation. | Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren |
| 2021 | EMNLP | Corpus-based Open-Domain Event Type Induction. | Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han |
| 2021 | EMNLP | ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision. | Xuan Wang, Vivian Hu, Xiangchen Song, Shweta Garg, Jinfeng Xiao, Jiawei Han |
| 2021 | ICDM | Out-of-Category Document Identification Using Target-Category Names as Weak Supervision. | Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu |
| 2021 | ICDM | AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks. | Zhizhi Yu, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, Jiawei Han |
| 2020 | AAAI | Unsupervised Attributed Multiplex Network Embedding. | Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu |
| 2020 | ACL | Facet-Aware Evaluation for Extractive Summarization. | Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han |
| 2020 | ACL | EVIDENCEMINER: Textual Evidence Discovery for Life Sciences. | Xuan Wang, Yingjun Guan, Weili Liu, Aabhas Chauhan, Enyi Jiang, Qi Li, David Liem, Dibakar Sigdel, John Caufield, Peipei Ping, Jiawei Han |
| 2020 | ACL | Empower Entity Set Expansion via Language Model Probing. | Yunyi Zhang, Jiaming Shen, Jingbo Shang, Jiawei Han |
| 2020 | EMNLP | Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding. | Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han |
| 2020 | EMNLP | Understanding the Difficulty of Training Transformers. | Liyuan Liu, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Jiawei Han |
| 2020 | EMNLP | Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning. | Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, Jiawei Han |
| 2020 | EMNLP | Text Classification Using Label Names Only: A Language Model Self-Training Approach. | Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han |
| 2020 | EMNLP | Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding. | Jiaming Shen, Heng Ji, Jiawei Han |
| 2020 | EMNLP | SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery. | Jiaming Shen, Wenda Qiu, Jingbo Shang, Michelle Vanni, Xiang Ren, Jiawei Han |
| 2020 | ICDM | Mining Text Outliers in Document Directories. | Edouard Fouch, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Bhm, Jiawei Han |
| 2020 | ICDM | Co-Embedding Network Nodes and Hierarchical Labels with Taxonomy Based Generative Adversarial Networks. | Carl Yang, Jieyu Zhang, Jiawei Han |
| 2019 | AAAI | Weakly-Supervised Hierarchical Text Classification. | Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han |
| 2019 | AAAI | Mining Entity Synonyms with Efficient Neural Set Generation. | Jiaming Shen, Ruiliang Lyu, Xiang Ren, Michelle Vanni, Brian M. Sadler, Jiawei Han |
| 2019 | ACL | Reliability-aware Dynamic Feature Composition for Name Tagging. | Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han |
| 2019 | CIKM | From Unstructured Text to TextCube: Automated Construction and Multidimensional Exploration. | Jiawei Han |
| 2019 | CIKM | Task-Guided Pair Embedding in Heterogeneous Network. | Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu |
| 2019 | CIKM | Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity. | Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han |
| 2019 | CIKM | Query-Specific Knowledge Summarization with Entity Evolutionary Networks. | Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han |
| 2019 | EMNLP | Hierarchical Text Classification with Reinforced Label Assignment. | Yuning Mao, Jingjing Tian, Jiawei Han, Xiang Ren |
| 2019 | EMNLP | CrossWeigh: Training Named Entity Tagger from Imperfect Annotations. | Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han |
| 2019 | ICDM | cube2net: Efficient Query-Specific Network Construction with Data Cube Organization. | Carl Yang, Jiawei Han |
| 2019 | ICDM | Neural Embedding Propagation on Heterogeneous Networks. | Carl Yang, Jieyu Zhang, Jiawei Han |
| 2019 | ICDM | HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories. | Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han |
| 2018 | AAAI | Empower Sequence Labeling with Task-Aware Neural Language Model. | Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han |
| 2018 | AAAI | Spatiotemporal Activity Modeling Under Data Scarcity: A Graph-Regularized Cross-Modal Embedding Approach. | Chao Zhang, Mengxiong Liu, Zhengchao Liu, Carl Yang, Luming Zhang, Jiawei Han |
| 2018 | AAAI | A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling. | Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han |
| 2018 | ACL | End-to-End Reinforcement Learning for Automatic Taxonomy Induction. | Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han |
| 2018 | CIKM | Open-Schema Event Profiling for Massive News Corpora. | Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin, Jiawei Han |
| 2018 | CIKM | Weakly-Supervised Neural Text Classification. | Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han |
| 2018 | CIKM | Investigating Rumor News Using Agreement-Aware Search. | Jingbo Shang, Jiaming Shen, Tianhang Sun, Xingbang Liu, Anja Gruenheid, Flip Korn, dm D. Lelkes, Cong Yu, Jiawei Han |
| 2018 | EMNLP | Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling. | Liyuan Liu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng, Jiawei Han |
| 2018 | EMNLP | Learning Named Entity Tagger using Domain-Specific Dictionary. | Jingbo Shang, Liyuan Liu, Xiaotao Gu, Xiang Ren, Teng Ren, Jiawei Han |
| 2018 | ICDE | Did You Enjoy the Ride? Understanding Passenger Experience via Heterogeneous Network Embedding. | Carl Yang, Chao Zhang, Xuewen Chen, Jieping Ye, Jiawei Han |
| 2018 | ICDM | Doc2Cube: Allocating Documents to Text Cube Without Labeled Data. | Fangbo Tao, Chao Zhang, Xiusi Chen, Meng Jiang, Tim Hanratty, Lance M. Kaplan, Jiawei Han |
| 2018 | ICDM | Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach. | Doris Xin, Ahmed El-Kishky, De Liao, Brandon Norick, Jiawei Han |
| 2018 | ICDM | Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights. | Carl Yang, Yichen Feng, Pan Li, Yu Shi, Jiawei Han |
| 2018 | ICDM | Dynamic Truth Discovery on Numerical Data. | Shi Zhi, Fan Yang, Zheyi Zhu, Qi Li, Zhaoran Wang, Jiawei Han |
| 2017 | ACL | Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences. | Xiang Ren, Jiaming Shen, Meng Qu, Xuan Wang, Zeqiu Wu, Qi Zhu, Meng Jiang, Fangbo Tao, Saurabh Sinha, David Liem, Peipei Ping, Richard M. Weinshilboum, Jiawei Han |
| 2017 | CIKM | Unsupervised Concept Categorization and Extraction from Scientific Document Titles. | Adit Krishnan, Aravind Sankar, Shi Zhi, Jiawei Han |
| 2017 | CIKM | Urbanity: A System for Interactive Exploration of Urban Dynamics from Streaming Human Sensing Data. | Mengxiong Liu, Zhengchao Liu, Chao Zhang, Keyang Zhang, Quan Yuan, Tim Hanratty, Jiawei Han |
| 2017 | CIKM | An Attention-based Collaboration Framework for Multi-View Network Representation Learning. | Meng Qu, Jian Tang, Jingbo Shang, Xiang Ren, Ming Zhang, Jiawei Han |
| 2017 | CIKM | Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks. | Chenguang Wang, Yangqiu Song, Haoran Li, Yizhou Sun, Ming Zhang, Jiawei Han |
| 2017 | CIKM | Detecting Multiple Periods and Periodic Patterns in Event Time Sequences. | Quan Yuan, Jingbo Shang, Xin Cao, Chao Zhang, Xinhe Geng, Jiawei Han |
| 2017 | CIKM | ClaimVerif: A Real-time Claim Verification System Using the Web and Fact Databases. | Shi Zhi, Yicheng Sun, Jiayi Liu, Chao Zhang, Jiawei Han |
| 2017 | EMNLP | Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach. | Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han |
| 2017 | EMNLP | Identifying Semantically Deviating Outlier Documents. | Honglei Zhuang, Chi Wang, Fangbo Tao, Lance M. Kaplan, Jiawei Han |
| 2017 | ICDE | Link Prediction across Aligned Networks with Sparse and Low Rank Matrix Estimation. | Jiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu, Jiawei Han |
| 2017 | ICDE | Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods, and Applications. | Chao Zhang, Quan Yuan, Jiawei Han |
| 2016 | AAAI | EKNOT: Event Knowledge from News and Opinions in Twitter. | Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han |
| 2016 | AAAI | Text Classification with Heterogeneous Information Network Kernels. | Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han |
| 2016 | ACL | Liberal Event Extraction and Event Schema Induction. | Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han, Avirup Sil |
| 2016 | CIKM | FacetGist: Collective Extraction of Document Facets in Large Technical Corpora. | Tarique Siddiqui, Xiang Ren, Aditya G. Parameswaran, Jiawei Han |
| 2016 | CIKM | Data-Driven Contextual Valence Shifter Quantification for Multi-Theme Sentiment Analysis. | Hongkun Yu, Jingbo Shang, Meichun Hsu, Mal Castellanos, Jiawei Han |
| 2016 | COLING | FastHybrid: A Hybrid Model for Efficient Answer Selection. | Lidan Wang, Ming Tan, Jiawei Han |
| 2016 | EMNLP | AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding. | Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji, Jiawei Han |
| 2016 | ICDM | Large-Scale Embedding Learning in Heterogeneous Event Data. | Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han |
| 2015 | ACL | Successful Data Mining Methods for NLP. | Jiawei Han, Heng Ji, Yizhou Sun |
| 2015 | ACL | Context-aware Entity Morph Decoding. | Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Blent Yener |
| 2015 | CIKM | Classification with Active Learning and Meta-Paths in Heterogeneous Information Networks. | Chang Wan, Xiang Li, Ben Kao, Xiao Yu, Quanquan Gu, David Wai-Lok Cheung, Jiawei Han |
| 2015 | EDBT | Query-Based Outlier Detection in Heterogeneous Information Networks. | Jonathan Kuck, Honglei Zhuang, Xifeng Yan, Hasan Cam, Jiawei Han |
| 2015 | ICDE | STREAMCUBE: Hierarchical spatio-temporal hashtag clustering for event exploration over the Twitter stream. | Wei Feng, Chao Zhang, Wei Zhang, Jiawei Han, Jianyong Wang, Charu C. Aggarwal, Jianbin Huang |
| 2015 | ICDM | KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks. | Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han |
| 2015 | ICDM | Mining Multi-aspect Reflection of News Events in Twitter: Discovery, Linking and Presentation. | Jingjing Wang, Wenzhu Tong, Hongkun Yu, Min Li, Xiuli Ma, Haoyan Cai, Tim Hanratty, Jiawei Han |
| 2014 | ACL | Be Appropriate and Funny: Automatic Entity Morph Encoding. | Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Blent Yener |
| 2014 | BMVC | Regularized l1-Graph for Data Clustering. | Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiawei Han, Thomas S. Huang |
| 2014 | CIKM | Modeling Topic Diffusion in Multi-Relational Bibliographic Information Networks. | Huan Gui, Yizhou Sun, Jiawei Han, George Brova |
| 2014 | COLING | The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. | Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare R. Voss, Malik Magdon-Ismail |
| 2014 | EDBT | Privacy Risk in Anonymized Heterogeneous Information Networks. | Aston Zhang, Xing Xie, Kevin Chen-Chuan Chang, Carl A. Gunter, Jiawei Han, XiaoFeng Wang |
| 2014 | ICDE | Top-K interesting subgraph discovery in information networks. | Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han |
| 2014 | ICDM | Online Spectral Learning on a Graph with Bandit Feedback. | Quanquan Gu, Jiawei Han |
| 2014 | ICDM | Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks. | Honglei Zhuang, Jing Zhang, George Brova, Jie Tang, Hasan am, Xifeng Yan, Jiawei Han |
| 2013 | ACL | Resolving Entity Morphs in Censored Data. | Hongzhao Huang, Zhen Wen, Dian Yu, Heng Ji, Yizhou Sun, Jiawei Han, He Li |
| 2013 | ADC | MedRank: Discovering Influential Medical Treatments from Literature by Information Network Analysis. | Ling Chen, Xue Li, Jiawei Han |
| 2013 | AISTATS | Unsupervised Link Selection in Networks. | Quanquan Gu, Charu C. Aggarwal, Jiawei Han |
| 2013 | AISTATS | Clustered Support Vector Machines. | Quanquan Gu, Jiawei Han |
| 2013 | CIKM | Channeling the deluge: research challenges for big data and information systems. | Paul Bennett, C. Lee Giles, Alon Y. Halevy, Jiawei Han, Marti A. Hearst, Jure Leskovec |
| 2013 | CIKM | Content coverage maximization on word networks for hierarchical topic summarization. | Chi Wang, Xiao Yu, Yanen Li, Chengxiang Zhai, Jiawei Han |
| 2013 | ICDE | gIceberg: Towards iceberg analysis in large graphs. | Nan Li, Ziyu Guan, Lijie Ren, Jian Wu, Jiawei Han, Xifeng Yan |
| 2013 | ICDM | A Feature-Enhanced Ranking-Based Classifier for Multimodal Data and Heterogeneous Information Networks. | Scott Deeann Chen, Ying-Yu Chen, Jiawei Han, Pierre Moulin |
| 2013 | ICDM | Semantic Frame-Based Document Representation for Comparable Corpora. | Hyungsul Kim, Xiang Ren, Yizhou Sun, Chi Wang, Jiawei Han |
| 2013 | ICDM | Constructing Topical Hierarchies in Heterogeneous Information Networks. | Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han |
| 2012 | CIKM | Efficient mining of correlated sequential patterns based on null hypothesis. | Cindy Xide Lin, Ming Ji, Marina Danilevsky, Jiawei Han |
| 2012 | CIKM | Document-topic hierarchies from document graphs. | Tim Weninger, Yonatan Bisk, Jiawei Han |
| 2012 | CIKM | User guided entity similarity search using meta-path selection in heterogeneous information networks. | Xiao Yu, Yizhou Sun, Brandon Norick, Tiancheng Mao, Jiawei Han |
| 2012 | COLING | Tweet Ranking Based on Heterogeneous Networks. | Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek F. Abdelzaher, Jiawei Han, Alice Leung, John P. Hancock, Clare R. Voss |
| 2012 | ICDE | Mining Knowledge from Data: An Information Network Analysis Approach. | Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu |
| 2012 | ICDE | Multidimensional Analysis of Atypical Events in Cyber-Physical Data. | Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith |
| 2012 | ICDE | On Discovery of Traveling Companions from Streaming Trajectories. | Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng |
| 2012 | ICDM | Stream Classification with Recurring and Novel Class Detection Using Class-Based Ensemble. | Tahseen Al-Khateeb, Mohammad M. Masud, Latifur Khan, Charu C. Aggarwal, Jiawei Han, Bhavani Thuraisingham |
| 2012 | ICDM | Towards Active Learning on Graphs: An Error Bound Minimization Approach. | Quanquan Gu, Jiawei Han |
| 2012 | ICDM | ETM: Entity Topic Models for Mining Documents Associated with Entities. | Hyungsul Kim, Yizhou Sun, Julia Hockenmaier, Jiawei Han |
| 2012 | ICDM | Predicting Links in Multi-relational and Heterogeneous Networks. | Yang Yang, Nitesh V. Chawla, Yizhou Sun, Jiawei Han |
| 2011 | AAAI | Learning a Kernel for Multi-Task Clustering. | Quanquan Gu, Zhenhui Li, Jiawei Han |
| 2011 | CIKM | Towards feature selection in network. | Quanquan Gu, Jiawei Han |
| 2011 | CIKM | Correlated multi-label feature selection. | Quanquan Gu, Zhenhui Li, Jiawei Han |
| 2011 | CIKM | TEXplorer: keyword-based object search and exploration in multidimensional text databases. | Bo Zhao, Cindy Xide Lin, Bolin Ding, Jiawei Han |
| 2011 | DASFAA | Efficient Topological OLAP on Information Networks. | Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li |
| 2011 | FUSION | On Bayesian interpretation of fact-finding in information networks. | Dong Wang, Tarek F. Abdelzaher, Hossein Ahmadi, Jeff Pasternack, Dan Roth, Manish Gupta, Jiawei Han, Omid Fatemieh, Hieu Khac Le, Charu C. Aggarwal |
| 2011 | ICDE | Bidirectional mining of non-redundant recurrent rules from a sequence database. | David Lo, Bolin Ding, Lucia, Jiawei Han |
| 2011 | ICDM | A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. | Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han |
| 2011 | ICDM | Patent Maintenance Recommendation with Patent Information Network Model. | Xin Jin, W. Scott Spangler, Ying Chen, Keke Cai, Rui Ma, Li Zhang, Xian Wu, Jiawei Han |
| 2011 | ICDM | Signature Pattern Covering via Local Greedy Algorithm and Pattern Shrink. | Hyungsul Kim, Sungjin Im, Tarek F. Abdelzaher, Jiawei Han, David Sheridan, Shobha Vasudevan |
| 2011 | ICDM | The Joint Inference of Topic Diffusion and Evolution in Social Communities. | Cindy Xide Lin, Qiaozhu Mei, Jiawei Han, Yunliang Jiang, Marina Danilevsky |
| 2011 | ICDM | Detecting Recurring and Novel Classes in Concept-Drifting Data Streams. | Mohammad M. Masud, Tahseen Al-Khateeb, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham |
| 2011 | ICDM | LPTA: A Probabilistic Model for Latent Periodic Topic Analysis. | Zhijun Yin, Liangliang Cao, Jiawei Han, Chengxiang Zhai, Thomas S. Huang |
| 2010 | CIKM | SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks. | Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu |
| 2010 | CIKM | Visual cube and on-line analytical processing of images. | Xin Jin, Jiawei Han, Liangliang Cao, Jiebo Luo, Bolin Ding, Cindy Xide Lin |
| 2010 | CIKM | Mining topic-level influence in heterogeneous networks. | Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, Shiqiang Yang |
| 2010 | CIKM | Mapping web pages to database records via link paths. | Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba |
| 2010 | COLING | Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions. | Kavita Ganesan, ChengXiang Zhai, Jiawei Han |
| 2010 | DASFAA | Mining Moving Object, Trajectory and Traffic Data. | Jiawei Han, Zhenhui Li, Lu-An Tang |
| 2010 | DASFAA | Incremental Clustering for Trajectories. | Zhenhui Li, Jae-Gil Lee, Xiaolei Li, Jiawei Han |
| 2010 | DASFAA | Mining Diversity on Networks. | Lu Liu, Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S. Yu, Shiqiang Yang |
| 2010 | ECIR | Aggregation of Multiple Judgments for Evaluating Ordered Lists. | Hyun Duk Kim, ChengXiang Zhai, Jiawei Han |
| 2010 | EDBT | Fast computation of SimRank for static and dynamic information networks. | Cuiping Li, Jiawei Han, Guoming He, Xin Jin, Yizhou Sun, Yintao Yu, Tianyi Wu |
| 2010 | EDBT | Region-based online promotion analysis. | Tianyi Wu, Yizhou Sun, Cuiping Li, Jiawei Han |
| 2010 | ICASSP | A worldwide tourism recommendation system based on geotaggedweb photos. | Liangliang Cao, Jiebo Luo, Andrew C. Gallagher, Xin Jin, Jiawei Han, Thomas S. Huang |
| 2010 | ICDE | Progressive clustering of networks using Structure-Connected Order of Traversal. | Dustin Bortner, Jiawei Han |
| 2010 | ICDE | TopCells: Keyword-based search of top-k aggregated documents in text cube. | Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai |
| 2010 | ICDE | Top-K aggregation queries over large networks. | Xifeng Yan, Bin He, Feida Zhu, Jiawei Han |
| 2010 | ICDM | Addressing Concept-Evolution in Concept-Drifting Data Streams. | Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham |
| 2010 | ICDM | gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration. | Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng |
| 2010 | ICDM | Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems. | Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng |
| 2009 | ALT | Mining Heterogeneous Information Networks by Exploring the Power of Links. | Jiawei Han |
| 2009 | CIKM | P-Rank: a comprehensive structural similarity measure over information networks. | Peixiang Zhao, Jiawei Han, Yizhou Sun |
| 2009 | DCOSS | Finding Symbolic Bug Patterns in Sensor Networks. | Mohammad Maifi Hasan Khan, Tarek F. Abdelzaher, Jiawei Han, Hossein Ahmadi |
| 2009 | DIS | Mining Heterogeneous Information Networks by Exploring the Power of Links. | Jiawei Han |
| 2009 | DIS | CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. | Min-Soo Kim, Jiawei Han |
| 2009 | DIS | Subspace Discovery for Promotion: A Cell Clustering Approach. | Tianyi Wu, Jiawei Han |
| 2009 | EDBT | Scalable OLAP and mining of information networks. | Jiawei Han, Xifeng Yan, Philip S. Yu |
| 2009 | EDBT | RankClus: integrating clustering with ranking for heterogeneous information network analysis. | Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu |
| 2009 | ICDCS | Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems. | Jing Gao, Guofei Jiang, Haifeng Chen, Jiawei Han |
| 2009 | ICDE | Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database. | Bolin Ding, David Lo, Jiawei Han, Siau-Cheng Khoo |
| 2009 | ICDE | Temporal Outlier Detection in Vehicle Traffic Data. | Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee |
| 2009 | ICDM | Parallel PathFinder Algorithms for Mining Structures from Graphs. | Samson Hauguel, ChengXiang Zhai, Jiawei Han |
| 2009 | ICDM | iTopicModel: Information Network-Integrated Topic Modeling. | Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu |
| 2009 | ICDM | Mining Personal Image Collection for Social Group Suggestion. | Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo |
| 2009 | ICDM | Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection. | Xiao Yu, Lu An Tang, Jiawei Han |
| 2008 | AAAI | Sparse Projections over Graph. | Deng Cai, Xiaofei He, Jiawei Han |
| 2008 | CIKM | Modeling hidden topics on document manifold. | Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai |
| 2008 | CIKM | On effective presentation of graph patterns: a structural representative approach. | Chen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han |
| 2008 | ICDE | Training Linear Discriminant Analysis in Linear Time. | Deng Cai, Xiaofei He, Jiawei Han |
| 2008 | ICDE | Direct Discriminative Pattern Mining for Effective Classification. | Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu |
| 2008 | ICDE | Trajectory Outlier Detection: A Partition-and-Detect Framework. | Jae-Gil Lee, Jiawei Han, Xiaolei Li |
| 2008 | ICDE | P-Cube: Answering Preference Queries in Multi-Dimensional Space. | Dong Xin, Jiawei Han |
| 2008 | ICDM | Non-negative Matrix Factorization on Manifold. | Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han |
| 2008 | ICDM | Graph OLAP: Towards Online Analytical Processing on Graphs. | Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu |
| 2008 | ICDM | Text Cube: Computing IR Measures for Multidimensional Text Database Analysis. | Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, Bo Zhao |
| 2008 | ICDM | A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data. | Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham |
| 2008 | ICDM | Stream Sequential Pattern Mining with Precise Error Bounds. | Luiz F. Mendes, Bolin Ding, Jiawei Han |
| 2007 | AAAI | Isometric Projection. | Deng Cai, Xiaofei He, Jiawei Han |
| 2007 | CIKM | Regularized locality preserving indexing via spectral regression. | Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han |
| 2007 | CVPR | Learning a Spatially Smooth Subspace for Face Recognition. | Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang |
| 2007 | ICCV | Spectral Regression for Efficient Regularized Subspace Learning. | Deng Cai, Xiaofei He, Jiawei Han |
| 2007 | ICCV | Semi-supervised Discriminant Analysis. | Deng Cai, Xiaofei He, Jiawei Han |
| 2007 | ICDE | Discriminative Frequent Pattern Analysis for Effective Classification. | Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu |
| 2007 | ICDE | Cost-Conscious Cleaning of Massive RFID Data Sets. | Hector Gonzalez, Jiawei Han, Xuehua Shen |
| 2007 | ICDE | The Multi-Relational Skyline Operator. | Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han |
| 2007 | ICDE | Integrating OLAP and Ranking: The Ranking-Cube Methodology. | Dong Xin, Jiawei Han |
| 2007 | ICDE | Object Distinction: Distinguishing Objects with Identical Names. | Xiaoxin Yin, Jiawei Han, Philip S. Yu |
| 2007 | ICDE | Mining Colossal Frequent Patterns by Core Pattern Fusion. | Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hong Cheng |
| 2007 | ICDM | Spectral Regression: A Unified Approach for Sparse Subspace Learning. | Deng Cai, Xiaofei He, Jiawei Han |
| 2007 | ICDM | Efficient Kernel Discriminant Analysis via Spectral Regression. | Deng Cai, Xiaofei He, Jiawei Han |
| 2007 | ICDM | gApprox: Mining Frequent Approximate Patterns from a Massive Network. | Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han |
| 2007 | ICDM | On Appropriate Assumptions to Mine Data Streams: Analysis and Practice. | Jing Gao, Wei Fan, Jiawei Han |
| 2007 | ICDM | Efficient Discovery of Frequent Approximate Sequential Patterns. | Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu |
| 2006 | ADMA | Warehousing and Mining Massive RFID Data Sets. | Jiawei Han, Hector Gonzalez, Xiaolei Li, Diego Klabjan |
| 2006 | CIKM | Mining compressed commodity workflows from massive RFID data sets. | Hector Gonzalez, Jiawei Han, Xiaolei Li |
| 2006 | ICDE | On the Inverse Classification Problem and its Applications. | Charu C. Aggarwal, Chen Chen, Jiawei Han |
| 2006 | ICDE | Warehousing and Analyzing Massive RFID Data Sets. | Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Klabjan |
| 2006 | ICDE | Mining, Indexing, and Similarity Search in Graphs and Complex Structures. | Jiawei Han, Xifeng Yan, Philip S. Yu |
| 2006 | ICDE | Top-Down Mining of Interesting Patterns from Very High Dimensional Data. | Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao |
| 2006 | ICDE | C-Cubing: Efficient Computation of Closed Cubes by Aggregation-Based Checking. | Dong Xin, Zheng Shao, Jiawei Han, Hongyan Liu |
| 2006 | ICDE | Searching Substructures with Superimposed Distance. | Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu |
| 2006 | ICDM | AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery. | Hong Cheng, Philip S. Yu, Jiawei Han |
| 2006 | ICDM | How Bayesians Debug. | Chao Liu, Zeng Lian, Jiawei Han |
| 2005 | ICDE | Mining Evolving Customer-Product Relationships in Multi-Dimensional Space. | Xiaolei Li, Jiawei Han, Xiaoxin Yin, Dong Xin |
| 2005 | ICDE | Mining Closed Relational Graphs with Connectivity Constraints. | Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han |
| 2004 | ICDE | BIDE: Efficient Mining of Frequent Closed Sequences. | Jianyong Wang, Jiawei Han |
| 2004 | ICDE | CrossMine: Efficient Classification Across Multiple Database Relations. | Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu |
| 2004 | ICDM | Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining. | Hwanjo Yu, Duane Searsmith, Xiaolei Li, Jiawei Han |
| 2003 | CIKM | Text classification from positive and unlabeled documents. | Hwanjo Yu, ChengXiang Zhai, Jiawei Han |
| 2003 | ER | Mining Typical Preferences of Collaborative User Groups. | Su-Jeong Ko, Jiawei Han |
| 2003 | ICDE | Pushing Aggregate Constraints by Divide-and-Approximate. | Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han |
| 2003 | ICDM | CoMine: Efficient Mining of Correlated Patterns. | Young-Koo Lee, Won-Young Kim, Y. Dora Cai, Jiawei Han |
| 2003 | ICDM | TSP: Mining Top-K Closed Sequential Patterns. | Petre Tzvetkov, Xifeng Yan, Jiawei Han |
| 2002 | CIKM | Mining sequential patterns with constraints in large databases. | Jian Pei, Jiawei Han, Wei Wang |
| 2002 | EDBT | Profit Mining: From Patterns to Actions. | Ke Wang, Senqiang Zhou, Jiawei Han |
| 2002 | ICDM | Mining Top-K Frequent Closed Patterns without Minimum Support. | Jiawei Han, Jianyong Wang, Ying Lu, Petre Tzvetkov |
| 2002 | ICDM | On Computing Condensed Frequent Pattern Bases. | Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han |
| 2002 | ICDM | gSpan: Graph-Based Substructure Pattern Mining. | Xifeng Yan, Jiawei Han |
| 2002 | ICDM | Heterogeneous Learner for Web Page Classification. | Hwanjo Yu, Kevin Chen-Chuan Chang, Jiawei Han |
| 2001 | CIKM | Multi-Dimensional Sequential Pattern Mining. | Helen Pinto, Jiawei Han, Jian Pei, Ke Wang, Qiming Chen, Umeshwar Dayal |
| 2001 | DaWaK | RecTree: An Efficient Collaborative Filtering Method. | Sonny Han Seng Chee, Jiawei Han, Ke Wang |
| 2001 | ICDE | Mining Frequent Item Sets with Convertible Constraints. | Jian Pei, Jiawei Han, Laks V. S. Lakshmanan |
| 2001 | ICDE | PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth. | Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu |
| 2001 | ICDE | Spatial Clustering in the Presence of Obstacles. | Anthony K. H. Tung, Jean Hou, Jiawei Han |
| 2001 | ICDM | CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules. | Wenmin Li, Jiawei Han, Jian Pei |
| 2001 | ICDM | H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases. | Jian Pei, Jiawei Han, Hongjun Lu, Shojiro Nishio, Shiwei Tang, Dongqing Yang |
| 2001 | ICDT | Constraint-based clustering in large databases. | Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han |
| 2000 | DaWaK | AIM: Approximate Intelligent Matching for Time Series Data. | Edward Kim, Joyce M. W. Lam, Jiawei Han |
| 2000 | ICDE | Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. | Osmar R. Zaane, Jiawei Han, Hua Zhu |
| 1999 | CIKM | Mining Inter-Transaction Associations with Templates. | Ling Feng, Hongjun Lu, Jeffrey Xu Yu, Jiawei Han |
| 1999 | ICDE | Efficient Mining of Partial Periodic Patterns in Time Series Database. | Jiawei Han, Guozhu Dong, Yiwen Yin |
| 1997 | DS | OLAP Mining: Integration of OLAP with Data Mining. | Jiawei Han |
| 1997 | ICDE | Data Mining: Where is it Heading? (Panel). | Jiawei Han |
| 1996 | ICDE | Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique. | David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, C. Y. Wong |
| 1995 | CIKM | Mining Knowledge at Multiple Concept Levels. | Jiawei Han |
| 1994 | CIKM | LogicBase: A Deductive Database System Prototype. | Jiawei Han, Ling Liu, Zhaohui Xie |
| 1994 | CoopIS | Cooperative Query Answering Using Multiple Layered Databases. | Jiawei Han, Yongjian Fu, Raymond T. Ng |
| 1994 | DEXA | How Does Knowledge Discovery Cooperate with Active Database Techniques in Controlling Dynamic Environment? | Hiroyuki Kawano, Shojiro Nishio, Jiawei Han, Toshiharu Hasegawa |
| 1993 | ICDE | Normalization of Linear Recursions in Deductive Databases. | Jiawei Han, Kangsheng Zeng, Tong Lu |
| 1992 | EDBT | Compilation-Based List Processing in Deductive Databases. | Jiawei Han |
| 1992 | ICDE | Chain-Split Evaluation in Deductive Databases. | Jiawei Han |
| 1992 | ICDE | Distance-Associated Join Indices for Spatial Range Search. | Wei Lu, Jiawei Han |
| 1991 | ICCI | On the Power of Query-Independent Compilation. | Jiawei Han |
| 1991 | ICDE | Constraint-Based Reasoning in Deductive Databases. | Jiawei Han |
| 1990 | ICDE | An Attribute-Oriented Approach for Learning Classification Rules from Relational Databases. | Yandong Cai, Nick Cercone, Jiawei Han |
| 1989 | DASFAA | Asynchronous Chain Recursions. | Jiawei Han, Wenyu Lu |
| 1988 | EDBT | The Processing and Evaluation of Transitive Closure Queries. | Jiawei Han, Ghassan Z. Qadah, Chinying Chaou |
| 1988 | ICDE | Semantic Query Optimization in Recursive Databases. | Sanggoo Lee, Jiawei Han |
| 1986 | ICDE | Some Performance Results on Recursive Query Processing in Relational Database Systems. | Jiawei Han, Hongjun Lu |
| 1985 | ICIS | Using Expert Knowledge in Database-Oriented Problem Solving. | Jiawei Han, Larry Travis |