Jiawei Han

Zero-Shot Open-Schema Entity Structure Discovery EACL 2026 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025 Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025 Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval ICLR 2025 Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG ICLR 2025 Scaling Diffusion Language Models via Adaptation from Autoregressive Models ICLR 2025 RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025 Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025 CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification IJCAI 2025 A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts ICLR 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025 LLM Alignment as Retriever Optimization: An Information Retrieval Perspective ICML 2025 Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025 Topic Coverage-based Demonstration Retrieval for In-Context Learning EMNLP 2025 PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs CVPR 2025 A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ACL 2025 Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims ACL 2025 Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction EACL 2024 InstructG2I: Synthesizing Images from Multimodal Attributed Graphs NIPS 2024 KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge NIPS 2024 Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains AAAI 2024 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation COLING 2024 Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation ECCV 2024 Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024 Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024 Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024 Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP 2024 Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging EMNLP 2024 Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation EMNLP 2024 Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective ICLR 2024 Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs ICLR 2024 Representation Deficiency in Masked Language Modeling ICLR 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 Language Models as Semantic Indexers ICML 2024 Structured Chemistry Reasoning with Large Language Models ICML 2024 MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space ICML 2024 SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter ICML 2024 MART: Improving LLM Safety with Multi-round Automatic Red-Teaming NAACL 2024 TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale NAACL 2024 GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models NAACL 2024 Large Language Models Can Self-Improve EMNLP 2023 Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models ACL 2023 MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities EMNLP 2023 Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data EMNLP 2023 RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP 2023 PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023 Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP 2023 Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023 GLEN: General-Purpose Event Detection for Thousands of Types EMNLP 2023 The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023 Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023 DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ACL 2023 Patton: Language Model Pretraining on Text-Rich Networks ACL 2023 Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023 Compositional Data Augmentation for Abstractive Conversation Summarization ACL 2023 Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023 ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023 Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks ICLR 2023 Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ACL 2022 Open Relation and Event Type Discovery with Type Abstraction EMNLP 2022 CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022 Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation EMNLP 2022 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022 Unsupervised Multi-Granularity Summarization EMNLP 2022 Open-Vocabulary Argument Role Prediction For Event Extraction EMNLP 2022 Phrase-aware Unsupervised Constituency Parsing ACL 2022 UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning ACL 2022 RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022 Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022 Generating Training Data with Language Models: Towards Zero-Shot Language Understanding NIPS 2022 Chemical-Reaction-Aware Molecule Representation Learning ICLR 2022 Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators ICLR 2022 Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022 Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation EMNLP 2021 Reader-Guided Passage Reranking for Open-Domain Question Answering IJCNLP 2021 Training ELECTRA Augmented with Multi-word Selection IJCNLP 2021 The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021 ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision EMNLP 2021 Corpus-based Open-Domain Event Type Induction EMNLP 2021 Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP 2021 Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup IJCNLP 2021 Event Time Extraction and Propagation via Graph Attention Networks NAACL 2021 Document-Level Event Argument Extraction by Conditional Generation NAACL 2021 TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names NAACL 2021 CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding ICLR 2021 On the Transformer Growth for Progressive BERT Training NAACL 2021 COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation NAACL 2021 RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL 2021 Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NIPS 2021 COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining NIPS 2021 Universal Graph Convolutional Networks NIPS 2021 Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization NIPS 2021 Open-Domain Question Answering with Pre-Constructed Question Spaces NAACL 2021 TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021 Generation-Augmented Retrieval for Open-Domain Question Answering ACL 2021 Reader-Guided Passage Reranking for Open-Domain Question Answering ACL 2021 Training ELECTRA Augmented with Multi-word Selection ACL 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021 Generation-Augmented Retrieval for Open-Domain Question Answering IJCNLP 2021 Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding EMNLP 2020 On the Variance of the Adaptive Learning Rate and Beyond ICLR 2020 When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020 Empower Entity Set Expansion via Language Model Probing ACL 2020 EVIDENCEMINER: Textual Evidence Discovery for Life Sciences ACL 2020 Facet-Aware Evaluation for Extractive Summarization ACL 2020 Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020 SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery EMNLP 2020 Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding EMNLP 2020 Understanding the Difficulty of Training Transformers EMNLP 2020 Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning EMNLP 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Arabic Named Entity Recognition: What Works and What’s Next ACL 2019 Mining Entity Synonyms with Efficient Neural Set Generation AAAI 2019 Hierarchical Text Classification with Reinforced Label Assignment IJCNLP 2019 Hierarchical Text Classification with Reinforced Label Assignment EMNLP 2019 CrossWeigh: Training Named Entity Tagger from Imperfect Annotations EMNLP 2019 CrossWeigh: Training Named Entity Tagger from Imperfect Annotations IJCNLP 2019 Weakly-Supervised Hierarchical Text Classification AAAI 2019 Reliability-aware Dynamic Feature Composition for Name Tagging ACL 2019 Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings ACL 2019 Biomedical Event Extraction based on Knowledge-driven Tree-LSTM NAACL 2019 Spherical Text Embedding NIPS 2019 End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018 Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018 Learning Named Entity Tagger using Domain-Specific Dictionary EMNLP 2018 Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018 Identifying Semantically Deviating Outlier Documents EMNLP 2017 Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach EMNLP 2017 Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences ACL 2017 Liberal Event Extraction and Event Schema Induction ACL 2016 FastHybrid: A Hybrid Model for Efficient Answer Selection COLING 2016 AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding EMNLP 2016 Learning Hostname Preference to Enhance Search Relevance IJCAI 2016 Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction IJCAI 2016 Cross-media Event Extraction and Recommendation NAACL 2016 Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation ICML 2016 Context-aware Entity Morph Decoding IJCNLP 2015 Successful Data Mining Methods for NLP IJCNLP 2015 Successful Data Mining Methods for NLP ACL 2015 Context-aware Entity Morph Decoding ACL 2015 Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations IJCAI 2015 Robust Tensor Decomposition with Gross Corruption NIPS 2014 The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding COLING 2014 Be Appropriate and Funny: Automatic Entity Morph Encoding ACL 2014 Resolving Entity Morphs in Censored Data ACL 2013 Large-Scale Spectral Clustering on Graphs IJCAI 2013 Clustered Support Vector Machines AISTATS 2013 Unsupervised Link Selection in Networks AISTATS 2013 Selective Labeling via Error Bound Minimization NIPS 2012 Locality Preserving Feature Learning AISTATS 2012 A Variance Minimization Criterion to Active Learning on Graphs AISTATS 2012 Tweet Ranking Based on Heterogeneous Networks COLING 2012 Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions COLING 2010 Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models NIPS 2009