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Jiawei Han

University of Illinois at Urbana-Champaign, Department of Computer Science, IL, USA

66 papers at tracked venues · 48 at CORE A* · active 2024–2026

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Venues

ACL ×12EMNLP ×10ICLR ×9NeurIPS ×7ICML ×6WWW ×6SIGKDD ×4NAACL ×3AAAI ×2WSDM ×2CVPR ×1EACL ×1IJCAI ×1SDM ×1SIGIR ×1

Frequent coauthors

Pengcheng Jiang
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Bowen Jin
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Priyanka Kargupta
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Siru Ouyang
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Suyu Ge
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Yu Zhang
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SeongKu Kang
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Yizhu Jiao
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Yunyi Zhang
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Wonbin Kweon
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Ming Zhong
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Ruozhen Yang
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Papers

  1. Grounding Agent Memory in Contextual Intent
    ACL 2026 ·
    Ruozhen Yang
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  2. PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval
    WWW 2026 ·
    Wonbin Kweon
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  3. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
    ACL 2026 ·
    Jiaru Zou
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  4. WiNELL: Wikipedia Never-Ending Updating with LLM Agents
    WWW 2026 ·
    Revanth Gangi Reddy
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  5. Zero-Shot Open-Schema Entity Structure Discovery
    EACL 2026 ·
    Xueqiang Xu
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  6. A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts
    ICLR 2025 ·
    Suyu Ge
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  7. A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
    ACL 2025 ·
    Yanzhen Shen
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  8. Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims
    ACL 2025 ·
    Priyanka Kargupta
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  9. Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
    AAAI 2025 ·
    Pengcheng Jiang
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  10. Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
    ACL 2025 ·
    Zihao Li
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  11. Chain-of-Factors Paper-Reviewer Matching
    WWW 2025 ·
    Yu Zhang
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  12. CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification
    IJCAI 2025 ·
    Jimeng Shi
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  13. DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Jiashuo Sun
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  14. FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models
    NeurIPS 2025 ·
    Xuan Liu
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  15. GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs
    CVPR 2025 ·
    Yi Fang
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  16. Hybrid Latent Reasoning via Reinforcement Learning
    NeurIPS 2025 ·
    Zhenrui Yue
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  17. Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
    WSDM 2025 ·
    SeongKu Kang
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  18. LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
    ICML 2025 ·
    Bowen Jin
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  19. Law of the Weakest Link: Cross Capabilities of Large Language Models
    ICLR 2025 ·
    Ming Zhong
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  20. Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
    ICLR 2025 ·
    Bowen Jin
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  21. Multimodal Search in Chemical Documents and Reactions
    SIGIR 2025 ·
    Ayush Kumar Shah
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  22. RAST: Reasoning Activation in LLMs via Small-model Transfer
    NeurIPS 2025 ·
    Siru Ouyang
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  23. Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
    ICLR 2025 ·
    Pengcheng Jiang
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  24. RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
    ICLR 2025 ·
    Siru Ouyang
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  25. Retrieval And Structuring Augmented Generation with Large Language Models
    SIGKDD 2025 ·
    Pengcheng Jiang
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  26. Retrieval and Structuring Augmented Generation with LLMs for Web Applications
    WWW 2025 ·
    Yizhu Jiao
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  27. Scaling Diffusion Language Models via Adaptation from Autoregressive Models
    ICLR 2025 ·
    Shansan Gong
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  28. Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
    EMNLP 2025 ·
    Yunyi Zhang
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  29. Synergistic Weak-Strong Collaboration by Aligning Preferences
    ACL 2025 ·
    Yizhu Jiao
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  30. Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events
    ACL 2025 ·
    Priyanka Kargupta
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  31. TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
    WWW 2025 ·
    Yunyi Zhang
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  32. TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
    ACL 2025 ·
    Priyanka Kargupta
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  33. The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
    NeurIPS 2025 ·
    Shivam Agarwal
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  34. Topic Coverage-based Demonstration Retrieval for In-Context Learning
    EMNLP 2025 ·
    Wonbin Kweon
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  35. Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
    ACL 2025 ·
    Priyanka Kargupta
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  36. s3: You Don't Need That Much Data to Train a Search Agent via RL
    EMNLP 2025 ·
    Pengcheng Jiang
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  37. A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
    EMNLP 2024 ·
    Yu Zhang
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  38. ActionIE: Action Extraction from Scientific Literature with Programming Languages
    ACL 2024 ·
    Xianrui Zhong
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  39. Automated Mining of Structured Knowledge from Text in the Era of Large Language Models
    SIGKDD 2024 ·
    Yunyi Zhang
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  40. Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery
    WSDM 2024 ·
    Bowen Jin
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  41. GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
    NAACL 2024 ·
    Pengcheng Jiang
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  42. Geospatial Topological Relation Extraction from Text with Knowledge Augmentation
    SDM 2024 ·
    Wei Hu
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  43. Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
    ACL 2024 ·
    Bowen Jin
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  44. Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
    EMNLP 2024 ·
    Sizhe Zhou
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  45. Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
    WWW 2024 ·
    SeongKu Kang
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  46. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
    EMNLP 2024 ·
    Priyanka Kargupta
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  47. InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
    NeurIPS 2024 ·
    Bowen Jin
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  48. KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
    NeurIPS 2024 ·
    Pengcheng Jiang
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  49. Language Models as Semantic Indexers
    ICML 2024 ·
    Bowen Jin
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  50. MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
    NAACL 2024 ·
    Suyu Ge
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  51. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
    ICLR 2024 ·
    Suyu Ge
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  52. MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
    ICML 2024 ·
    Yanru Qu
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  53. OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing
    SIGKDD 2024 ·
    Tanay Komarlu
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  54. Ontology Enrichment for Effective Fine-grained Entity Typing
    SIGKDD 2024 ·
    Siru Ouyang
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  55. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  56. Representation Deficiency in Masked Language Modeling
    ICLR 2024 ·
    Yu Meng
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  57. SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
    ICML 2024 ·
    Haobo Xu
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  58. Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play
    EMNLP 2024 ·
    Sha Li
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  59. Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains
    AAAI 2024 ·
    Yu Zhang
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  60. Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
    ICLR 2024 ·
    Ming Zhong
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  61. Structured Chemistry Reasoning with Large Language Models
    ICML 2024 ·
    Siru Ouyang
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  62. Taxonomy-guided Semantic Indexing for Academic Paper Search
    EMNLP 2024 ·
    SeongKu Kang
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  63. Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
    EMNLP 2024 ·
    Siru Ouyang
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  64. Text2DB: Integration-Aware Information Extraction with Large Language Model Agents
    ACL 2024 ·
    Yizhu Jiao
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  65. Topic-Oriented Open Relation Extraction with A Priori Seed Generation
    EMNLP 2024 ·
    Linyi Ding
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  66. TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
    NAACL 2024 ·
    Pengcheng Jiang
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