PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-3629-2696 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Bowen Jin
×16
Yunyi Zhang
×12
Siru Ouyang
×12
Pengcheng Jiang
×11
Yu Zhang
×8
Ming Zhong
×8
SeongKu Kang
×7
Sizhe Zhou
×7
Priyanka Kargupta
×6
Jimeng Sun
×6
Yizhu Jiao
×6
Hwanjo Yu
×5

Papers

  1. Grounding Agent Memory in Contextual Intent
    ACL 2026 ·
    Ruozhen Yang
    ,
    Yucheng Jiang
    ,
    Yueqi Jiang
    ,
    Priyanka Kargupta
    ,
    Yunyi Zhang
    , Jiawei Han
  2. PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval
    WWW 2026 ·
    Wonbin Kweon
    ,
    Runchu Tian
    ,
    Seongku Kang
    ,
    Pengcheng Jiang
    ,
    Zhiyong Lu
    , Jiawei Han,
    Hwanjo Yu
  3. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
    ACL 2026 ·
    Jiaru Zou
    ,
    Dongqi Fu
    ,
    Sirui Chen
    ,
    Xinrui He
    ,
    Zihao Li
    ,
    Yada Zhu
    , Jiawei Han,
    Jingrui He
  4. WiNELL: Wikipedia Never-Ending Updating with LLM Agents
    WWW 2026 ·
    Revanth Gangi Reddy
    ,
    Tanay Dixit
    ,
    Jiaxin Qin
    ,
    Cheng Qian
    ,
    Daniel Lee
    , Jiawei Han,
    Kevin Small
    ,
    Xing Fan
    ,
    Ruhi Sarikaya
    ,
    Heng Ji
  5. Zero-Shot Open-Schema Entity Structure Discovery
    EACL 2026 ·
    Xueqiang Xu
    ,
    Jinfeng Xiao
    ,
    James Barry
    ,
    Mohab Elkaref
    ,
    Jiaru Zou
    ,
    Pengcheng Jiang
    ,
    Yunyi Zhang
    ,
    Maxwell J. Giammona
    ,
    Geeth De Mel
    , Jiawei Han
  6. A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts
    ICLR 2025 ·
    Suyu Ge
    ,
    Xihui Lin
    ,
    Yunan Zhang
    , Jiawei Han,
    Hao Peng
  7. A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
    ACL 2025 ·
    Yanzhen Shen
    ,
    Yu Zhang
    ,
    Yunyi Zhang
    , Jiawei Han
  8. Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims
    ACL 2025 ·
    Priyanka Kargupta
    ,
    Runchu Tian
    , Jiawei Han
  9. Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
    AAAI 2025 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Tianfan Fu
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    ,
    Jimeng Sun
    , Jiawei Han
  10. Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
    ACL 2025 ·
    Zihao Li
    ,
    Lecheng Zheng
    ,
    Bowen Jin
    ,
    Dongqi Fu
    ,
    Baoyu Jing
    ,
    Yikun Ban
    ,
    Jingrui He
    , Jiawei Han
  11. Chain-of-Factors Paper-Reviewer Matching
    WWW 2025 ·
    Yu Zhang
    ,
    Yanzhen Shen
    ,
    SeongKu Kang
    ,
    Xiusi Chen
    ,
    Bowen Jin
    , Jiawei Han
  12. CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification
    IJCAI 2025 ·
    Jimeng Shi
    ,
    Bowen Jin
    , Jiawei Han,
    Sundararaman Gopalakrishnan
    ,
    Giri Narasimhan
  13. DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Jiashuo Sun
    ,
    Xianrui Zhong
    ,
    Sizhe Zhou
    , Jiawei Han
  14. FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models
    NeurIPS 2025 ·
    Xuan Liu
    ,
    Siru Ouyang
    ,
    Xianrui Zhong
    , Jiawei Han,
    Huimin Zhao
  15. GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs
    CVPR 2025 ·
    Yi Fang
    ,
    Bowen Jin
    ,
    Jiacheng Shen
    ,
    Sirui Ding
    ,
    Qiaoyu Tan
    , Jiawei Han
  16. Hybrid Latent Reasoning via Reinforcement Learning
    NeurIPS 2025 ·
    Zhenrui Yue
    ,
    Bowen Jin
    ,
    Huimin Zeng
    ,
    Honglei Zhuang
    ,
    Zhen Qin
    ,
    Jinsung Yoon
    ,
    Lanyu Shang
    , Jiawei Han,
    Dong Wang
  17. Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
    WSDM 2025 ·
    SeongKu Kang
    ,
    Bowen Jin
    ,
    Wonbin Kweon
    ,
    Yu Zhang
    ,
    Dongha Lee
    , Jiawei Han,
    Hwanjo Yu
  18. LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
    ICML 2025 ·
    Bowen Jin
    ,
    Jinsung Yoon
    ,
    Zhen Qin
    ,
    Ziqi Wang
    ,
    Wei Xiong
    ,
    Yu Meng
    , Jiawei Han,
    Sercan Ö. Arik
  19. Law of the Weakest Link: Cross Capabilities of Large Language Models
    ICLR 2025 ·
    Ming Zhong
    ,
    Aston Zhang
    ,
    Xuewei Wang
    ,
    Rui Hou
    ,
    Wenhan Xiong
    ,
    Chenguang Zhu
    ,
    Zhengxing Chen
    ,
    Liang Tan
    ,
    Chloe Bi
    ,
    Mike Lewis
    ,
    Sravya Popuri
    ,
    Sharan Narang
    ,
    Melanie Kambadur
    ,
    Dhruv Mahajan
    ,
    Sergey Edunov
    , Jiawei Han,
    Laurens van der Maaten
  20. Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
    ICLR 2025 ·
    Bowen Jin
    ,
    Jinsung Yoon
    , Jiawei Han,
    Sercan Ö. Arik
  21. Multimodal Search in Chemical Documents and Reactions
    SIGIR 2025 ·
    Ayush Kumar Shah
    ,
    Abhisek Dey
    ,
    Leo Luo
    ,
    Bryan Amador
    ,
    Patrick Philippy
    ,
    Ming Zhong
    ,
    Siru Ouyang
    ,
    David Mark Friday
    ,
    David Bianchi
    ,
    Nick Jackson
    ,
    Richard Zanibbi
    , Jiawei Han
  22. RAST: Reasoning Activation in LLMs via Small-model Transfer
    NeurIPS 2025 ·
    Siru Ouyang
    ,
    Xinyu Zhu
    ,
    Zilin Xiao
    ,
    Minhao Jiang
    ,
    Yu Meng
    , Jiawei Han
  23. Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
    ICLR 2025 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Minhao Jiang
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    ,
    Jimeng Sun
    , Jiawei Han
  24. RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
    ICLR 2025 ·
    Siru Ouyang
    ,
    Wenhao Yu
    ,
    Kaixin Ma
    ,
    Zilin Xiao
    ,
    Zhihan Zhang
    ,
    Mengzhao Jia
    , Jiawei Han,
    Hongming Zhang
    ,
    Dong Yu
  25. Retrieval And Structuring Augmented Generation with Large Language Models
    SIGKDD 2025 ·
    Pengcheng Jiang
    ,
    Siru Ouyang
    ,
    Yizhu Jiao
    ,
    Ming Zhong
    ,
    Runchu Tian
    , Jiawei Han
  26. Retrieval and Structuring Augmented Generation with LLMs for Web Applications
    WWW 2025 ·
    Yizhu Jiao
    ,
    Siru Ouyang
    ,
    Ming Zhong
    ,
    Yunyi Zhang
    ,
    Linyi Ding
    ,
    Sizhe Zhou
    , Jiawei Han
  27. Scaling Diffusion Language Models via Adaptation from Autoregressive Models
    ICLR 2025 ·
    Shansan Gong
    ,
    Shivam Agarwal
    ,
    Yizhe Zhang
    ,
    Jiacheng Ye
    ,
    Lin Zheng
    ,
    Mukai Li
    ,
    Chenxin An
    ,
    Peilin Zhao
    ,
    Wei Bi
    , Jiawei Han,
    Hao Peng
    ,
    Lingpeng Kong
  28. Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
    EMNLP 2025 ·
    Yunyi Zhang
    ,
    Ruozhen Yang
    ,
    Siqi Jiao
    ,
    SeongKu Kang
    , Jiawei Han
  29. Synergistic Weak-Strong Collaboration by Aligning Preferences
    ACL 2025 ·
    Yizhu Jiao
    ,
    Xuchao Zhang
    ,
    Zhaoyang Wang
    ,
    Yubo Ma
    ,
    Zhun Deng
    ,
    Rujia Wang
    ,
    Chetan Bansal
    ,
    Saravan Rajmohan
    , Jiawei Han,
    Huaxiu Yao
  30. Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events
    ACL 2025 ·
    Priyanka Kargupta
    ,
    Yunyi Zhang
    ,
    Yizhu Jiao
    ,
    Siru Ouyang
    , Jiawei Han
  31. TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
    WWW 2025 ·
    Yunyi Zhang
    ,
    Ruozhen Yang
    ,
    Xueqiang Xu
    ,
    Rui Li
    ,
    Jinfeng Xiao
    ,
    Jiaming Shen
    , Jiawei Han
  32. TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
    ACL 2025 ·
    Priyanka Kargupta
    ,
    Nan Zhang
    ,
    Yunyi Zhang
    ,
    Rui Zhang
    ,
    Prasenjit Mitra
    , Jiawei Han
  33. The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
    NeurIPS 2025 ·
    Shivam Agarwal
    ,
    Zimin Zhang
    ,
    Lifan Yuan
    , Jiawei Han,
    Hao Peng
  34. Topic Coverage-based Demonstration Retrieval for In-Context Learning
    EMNLP 2025 ·
    Wonbin Kweon
    ,
    SeongKu Kang
    ,
    Runchu Tian
    ,
    Pengcheng Jiang
    , Jiawei Han,
    Hwanjo Yu
  35. Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
    ACL 2025 ·
    Priyanka Kargupta
    ,
    Ishika Agarwal
    ,
    Tal August
    , Jiawei Han
  36. s3: You Don't Need That Much Data to Train a Search Agent via RL
    EMNLP 2025 ·
    Pengcheng Jiang
    ,
    Xueqiang Xu
    ,
    Jiacheng Lin
    ,
    Jinfeng Xiao
    ,
    Zifeng Wang
    ,
    Jimeng Sun
    , Jiawei Han
  37. A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
    EMNLP 2024 ·
    Yu Zhang
    ,
    Xiusi Chen
    ,
    Bowen Jin
    ,
    Sheng Wang
    ,
    Shuiwang Ji
    ,
    Wei Wang
    , Jiawei Han
  38. ActionIE: Action Extraction from Scientific Literature with Programming Languages
    ACL 2024 ·
    Xianrui Zhong
    ,
    Yufeng Du
    ,
    Siru Ouyang
    ,
    Ming Zhong
    ,
    Tingfeng Luo
    ,
    Qirong Ho
    ,
    Hao Peng
    ,
    Heng Ji
    , Jiawei Han
  39. Automated Mining of Structured Knowledge from Text in the Era of Large Language Models
    SIGKDD 2024 ·
    Yunyi Zhang
    ,
    Ming Zhong
    ,
    Siru Ouyang
    ,
    Yizhu Jiao
    ,
    Sizhe Zhou
    ,
    Linyi Ding
    , Jiawei Han
  40. Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery
    WSDM 2024 ·
    Bowen Jin
    ,
    Yu Zhang
    ,
    Sha Li
    , Jiawei Han
  41. GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
    NAACL 2024 ·
    Pengcheng Jiang
    ,
    Jiacheng Lin
    ,
    Zifeng Wang
    ,
    Jimeng Sun
    , Jiawei Han
  42. Geospatial Topological Relation Extraction from Text with Knowledge Augmentation
    SDM 2024 ·
    Wei Hu
    ,
    Bowen Jin
    ,
    Minhao Jiang
    ,
    Sizhe Zhou
    ,
    Zhaonan Wang
    , Jiawei Han,
    Shaowen Wang
  43. Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
    ACL 2024 ·
    Bowen Jin
    ,
    Chulin Xie
    ,
    Jiawei Zhang
    ,
    Kashob Kumar Roy
    ,
    Yu Zhang
    ,
    Zheng Li
    ,
    Ruirui Li
    ,
    Xianfeng Tang
    ,
    Suhang Wang
    ,
    Yu Meng
    , Jiawei Han
  44. Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
    EMNLP 2024 ·
    Sizhe Zhou
    ,
    Yu Meng
    ,
    Bowen Jin
    , Jiawei Han
  45. Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
    WWW 2024 ·
    SeongKu Kang
    ,
    Shivam Agarwal
    ,
    Bowen Jin
    ,
    Dongha Lee
    ,
    Hwanjo Yu
    , Jiawei Han
  46. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
    EMNLP 2024 ·
    Priyanka Kargupta
    ,
    Ishika Agarwal
    ,
    Dilek Hakkani-Tür
    , Jiawei Han
  47. InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
    NeurIPS 2024 ·
    Bowen Jin
    ,
    Ziqi Pang
    ,
    Bingjun Guo
    ,
    Yu-Xiong Wang
    ,
    Jiaxuan You
    , Jiawei Han
  48. KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
    NeurIPS 2024 ·
    Pengcheng Jiang
    ,
    Lang Cao
    ,
    Cao (Danica) Xiao
    ,
    Parminder Bhatia
    ,
    Jimeng Sun
    , Jiawei Han
  49. Language Models as Semantic Indexers
    ICML 2024 ·
    Bowen Jin
    ,
    Hansi Zeng
    ,
    Guoyin Wang
    ,
    Xiusi Chen
    ,
    Tianxin Wei
    ,
    Ruirui Li
    ,
    Zhengyang Wang
    ,
    Zheng Li
    ,
    Yang Li
    ,
    Hanqing Lu
    ,
    Suhang Wang
    , Jiawei Han,
    Xianfeng Tang
  50. MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
    NAACL 2024 ·
    Suyu Ge
    ,
    Chunting Zhou
    ,
    Rui Hou
    ,
    Madian Khabsa
    ,
    Yi-Chia Wang
    ,
    Qifan Wang
    , Jiawei Han,
    Yuning Mao
  51. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
    ICLR 2024 ·
    Suyu Ge
    ,
    Yunan Zhang
    ,
    Liyuan Liu
    ,
    Minjia Zhang
    , Jiawei Han,
    Jianfeng Gao
  52. MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
    ICML 2024 ·
    Yanru Qu
    ,
    Keyue Qiu
    ,
    Yuxuan Song
    ,
    Jingjing Gong
    , Jiawei Han,
    Mingyue Zheng
    ,
    Hao Zhou
    ,
    Wei-Ying Ma
  53. OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing
    SIGKDD 2024 ·
    Tanay Komarlu
    ,
    Minhao Jiang
    ,
    Xuan Wang
    , Jiawei Han
  54. Ontology Enrichment for Effective Fine-grained Entity Typing
    SIGKDD 2024 ·
    Siru Ouyang
    ,
    Jiaxin Huang
    ,
    Pranav Pillai
    ,
    Yunyi Zhang
    ,
    Yu Zhang
    , Jiawei Han
  55. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    , Jiawei Han,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  56. Representation Deficiency in Masked Language Modeling
    ICLR 2024 ·
    Yu Meng
    ,
    Jitin Krishnan
    ,
    Sinong Wang
    ,
    Qifan Wang
    ,
    Yuning Mao
    ,
    Han Fang
    ,
    Marjan Ghazvininejad
    , Jiawei Han,
    Luke Zettlemoyer
  57. SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
    ICML 2024 ·
    Haobo Xu
    ,
    Yuchen Yan
    ,
    Dingsu Wang
    ,
    Zhe Xu
    ,
    Zhichen Zeng
    ,
    Tarek F. Abdelzaher
    , Jiawei Han,
    Hanghang Tong
  58. Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play
    EMNLP 2024 ·
    Sha Li
    ,
    Revanth Gangi Reddy
    ,
    Khanh Duy Nguyen
    ,
    Qingyun Wang
    ,
    Yi Fung
    ,
    Chi Han
    , Jiawei Han,
    Kartik Natarajan
    ,
    Clare R. Voss
    ,
    Heng Ji
  59. Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains
    AAAI 2024 ·
    Yu Zhang
    ,
    Yunyi Zhang
    ,
    Yanzhen Shen
    ,
    Yu Deng
    ,
    Lucian Popa
    ,
    Larisa Shwartz
    ,
    ChengXiang Zhai
    , Jiawei Han
  60. Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
    ICLR 2024 ·
    Ming Zhong
    ,
    Chenxin An
    ,
    Weizhu Chen
    , Jiawei Han,
    Pengcheng He
  61. Structured Chemistry Reasoning with Large Language Models
    ICML 2024 ·
    Siru Ouyang
    ,
    Zhuosheng Zhang
    ,
    Bing Yan
    ,
    Xuan Liu
    ,
    Yejin Choi
    , Jiawei Han,
    Lianhui Qin
  62. Taxonomy-guided Semantic Indexing for Academic Paper Search
    EMNLP 2024 ·
    SeongKu Kang
    ,
    Yunyi Zhang
    ,
    Pengcheng Jiang
    ,
    Dongha Lee
    , Jiawei Han,
    Hwanjo Yu
  63. Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
    EMNLP 2024 ·
    Siru Ouyang
    ,
    Shuohang Wang
    ,
    Minhao Jiang
    ,
    Ming Zhong
    ,
    Donghan Yu
    , Jiawei Han,
    Yelong Shen
  64. Text2DB: Integration-Aware Information Extraction with Large Language Model Agents
    ACL 2024 ·
    Yizhu Jiao
    ,
    Sha Li
    ,
    Sizhe Zhou
    ,
    Heng Ji
    , Jiawei Han
  65. Topic-Oriented Open Relation Extraction with A Priori Seed Generation
    EMNLP 2024 ·
    Linyi Ding
    ,
    Jinfeng Xiao
    ,
    Sizhe Zhou
    ,
    Chaoqi Yang
    , Jiawei Han
  66. TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
    NAACL 2024 ·
    Pengcheng Jiang
    ,
    Cao Xiao
    ,
    Zifeng Wang
    ,
    Parminder Bhatia
    ,
    Jimeng Sun
    , Jiawei Han