Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention. - Yizhu Jiao; Yun Xiong; Jiawei Zhang 001; Yangyong Zhu (CIKM, 2019)

CommDGI: Community Detection Oriented Deep Graph Infomax. - Tianqi Zhang; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Yizhu Jiao; Yangyong Zhu (CIKM, 2020)

Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning. - Yizhu Jiao; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Tianqi Zhang; Yangyong Zhu (ICDM, 2020)

Open-Vocabulary Argument Role Prediction For Event Extraction. - Yizhu Jiao; Sha Li; Yiqing Xie; Ming Zhong 005; Heng Ji 001; Jiawei Han 001 (EMNLP (Findings), 2022)

Towards a Unified Multi-Dimensional Evaluator for Text Generation. - Ming Zhong 005; Yang Liu 005; Da Yin; Yuning Mao; Yizhu Jiao; Pengfei Liu 003; Chenguang Zhu 001; Heng Ji 001; Jiawei Han 001 (EMNLP, 2022)

Unsupervised Multi-Granularity Summarization. - Ming Zhong 005; Yang Liu 124; Suyu Ge; Yuning Mao; Yizhu Jiao; Xingxing Zhang; Yichong Xu; Chenguang Zhu 001; Michael Zeng 001; Jiawei Han 001 (EMNLP (Findings), 2022)

CLARE: A Semi-supervised Community Detection Algorithm. - Xixi Wu; Yun Xiong; Yao Zhang 009; Yizhu Jiao; Caihua Shan; Yiheng Sun; Yangyong Zhu; Philip S. Yu (KDD, 2022)

Triangle Graph Interest Network for Click-through Rate Prediction. - Wensen Jiang; Yizhu Jiao; Qingqin Wang; Chuanming Liang; Lijie Guo; Yao Zhang 009; Zhijun Sun; Yun Xiong; Yangyong Zhu (WSDM, 2022)

Unsupervised Summarization with Customized Granularities. - Ming Zhong 005; Yang Liu 124; Suyu Ge; Yuning Mao; Yizhu Jiao; Xingxing Zhang; Yichong Xu; Chenguang Zhu 001; Michael Zeng 001; Jiawei Han 001 (CoRR, 2022)

Towards a Unified Multi-Dimensional Evaluator for Text Generation. - Ming Zhong 005; Yang Liu 124; Da Yin; Yuning Mao; Yizhu Jiao; Pengfei Liu 003; Chenguang Zhu 001; Heng Ji 001; Jiawei Han 001 (CoRR, 2022)

Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs. - Yizhu Jiao; Yun Xiong; Jiawei Zhang 001; Yao Zhang 009; Tianqi Zhang; Yangyong Zhu (Knowl. Inf. Syst., 2022)

ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision. - Ming Zhong 005; Siru Ouyang; Minhao Jiang; Vivian Hu; Yizhu Jiao; Xuan Wang 008; Jiawei Han 001 (ACL (Findings), 2023)

Dual Intents Graph Modeling for User-centric Group Discovery. - Xixi Wu; Yun Xiong; Yao Zhang 009; Yizhu Jiao; Jiawei Zhang 001 (CIKM, 2023)

RDGSL: Dynamic Graph Representation Learning with Structure Learning. - Siwei Zhang 001; Yun Xiong; Yao Zhang 009; Yiheng Sun; Xi Chen 072; Yizhu Jiao; Yangyong Zhu (CIKM, 2023)

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. - Ming Zhong 005; Siru Ouyang; Yizhu Jiao; Priyanka Kargupta; Leo Luo; Yanzhen Shen; Bobby Zhou; Xianrui Zhong; Xuan Liu 009; Hongxiang Li; Jinfeng Xiao; Minhao Jiang; et al. (EMNLP (Demos), 2023)

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction. - Yizhu Jiao; Ming Zhong 005; Sha Li; Ruining Zhao; Siru Ouyang; Heng Ji 001; Jiawei Han 001 (EMNLP, 2023)

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. - Siru Ouyang; Shuohang Wang; Yang Liu; Ming Zhong 005; Yizhu Jiao; Dan Iter; Reid Pryzant; Chenguang Zhu 001; Heng Ji 001; Jiawei Han 001 (EMNLP, 2023)

Unsupervised Event Chain Mining from Multiple Documents. - Yizhu Jiao; Ming Zhong 005; Jiaming Shen; Yunyi Zhang 001; Chao Zhang 014; Jiawei Han 001 (WWW, 2023)

ConsRec: Learning Consensus Behind Interactions for Group Recommendation. - Xixi Wu; Yun Xiong; Yao Zhang 009; Yizhu Jiao; Jiawei Zhang 001; Yangyong Zhu; Philip S. Yu (WWW, 2023)

Explaining and Adapting Graph Conditional Shift. - Qi Zhu 008; Yizhu Jiao; Natalia Ponomareva 001; Jiawei Han 001; Bryan Perozzi (CoRR, 2023)

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. - Siru Ouyang; Shuohang Wang; Yang Liu 124; Ming Zhong 005; Yizhu Jiao; Dan Iter; Reid Pryzant; Chenguang Zhu 001; Heng Ji 001; Jiawei Han 001 (CoRR, 2023)

Temporal super-resolution traffic flow forecasting via continuous-time network dynamics. - Yi Xie 003; Yun Xiong; Jiawei Zhang 001; Chao Chen 004; Yao Zhang 009; Jie Zhao 022; Yizhu Jiao; Jinjing Zhao; Yangyong Zhu (Knowl. Inf. Syst., 2023)

Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. - Yizhu Jiao; Sha Li; Sizhe Zhou; Heng Ji 001; Jiawei Han 001 (ACL (Findings), 2024)

ProCom: A Few-shot Targeted Community Detection Algorithm. - Xixi Wu; Kaiyu Xiong; Yun Xiong; Xiaoxin He; Yao Zhang 009; Yizhu Jiao; Jiawei Zhang 001 (KDD, 2024)

Automated Mining of Structured Knowledge from Text in the Era of Large Language Models. - Yunyi Zhang 001; Ming Zhong 005; Siru Ouyang; Yizhu Jiao; Sizhe Zhou; Linyi Ding; Jiawei Han 001 (KDD, 2024)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

Establishing Knowledge Preference in Language Models. - Sizhe Zhou; Sha Li; Yu Meng 001; Yizhu Jiao; Heng Ji 001; Jiawei Han 001 (CoRR, 2024)

Unsupervised Episode Detection for Large-Scale News Events. - Priyanka Kargupta; Yunyi Zhang 001; Yizhu Jiao; Siru Ouyang; Jiawei Han 001 (CoRR, 2024)

Investigating Instruction Tuning Large Language Models on Graphs. - Kerui Zhu; Bo-Wei Huang; Bowen Jin; Yizhu Jiao; Ming Zhong 005; Kevin Chang 001; Shou-De Lin; Jiawei Han 001 (CoRR, 2024)

Multi-LoRA Composition for Image Generation. - Ming Zhong 005; Yelong Shen; Shuohang Wang; Yadong Lu; Yizhu Jiao; Siru Ouyang; Donghan Yu; Jiawei Han 001; Weizhu Chen (Trans. Mach. Learn. Res., 2024)

Synergistic Weak-Strong Collaboration by Aligning Preferences. - Yizhu Jiao; Xuchao Zhang; Zhaoyang Wang 004; Yubo Ma; Zhun Deng; Rujia Wang; Chetan Bansal; Saravan Rajmohan; Jiawei Han 001; Huaxiu Yao (ACL (1), 2025)

Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events. - Priyanka Kargupta; Yunyi Zhang 001; Yizhu Jiao; Siru Ouyang; Jiawei Han 001 (ACL (1), 2025)

Retrieval and Structuring Augmented Generation with LLMs for Web Applications. - Yizhu Jiao; Siru Ouyang; Ming Zhong 005; Yunyi Zhang 001; Linyi Ding; Sizhe Zhou; Jiawei Han 001 (WWW (Companion Volume), 2025)

A Comprehensive Analysis on LLM-based Node Classification Algorithms. - Xixi Wu; Yifei Shen; Fangzhou Ge; Caihua Shan; Yizhu Jiao; Xiangguo Sun; Hong Cheng 001 (CoRR, 2025)