| 2026 | ACL | From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design. | Sha Li, Stefano Petrangeli, Yu Shen, Xiang Chen |
| 2026 | ACL | Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning. | Fengran Mo, Yifan Gao, Sha Li, Hansi Zeng, Xin Liu, Zhaoxuan Tan, Xian Li, Jianshu Chen, Dakuo Wang, Meng Jiang |
| 2025 | ACL | The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. | Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji |
| 2025 | ACL | FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis. | Yilun Zheng, Sha Li, Fangkun Wu, Yang Ziyi, Lin Hongchao, Zhichao Hu, Cai Xinjun, Ziming Wang, Jinxuan Chen, Sitao Luan, Jiahao Xu, Lihui Chen |
| 2025 | ICML | SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. | Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji |
| 2025 | ICTIR | Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation. | Sha Li, Naren Ramakrishnan |
| 2024 | ACL | Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. | Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han |
| 2024 | COLING | EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario. | Sijie Li, Sha Li, Hao Zhang, Shuyang Li, Kai Chen, Jianyong Yuan, Yi Cao, Lvqing Yang |
| 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 | EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation. | Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Ruhi Sarikaya, Kevin Small, Heng Ji |
| 2024 | EMNLP | MACAROON: Training Vision-Language Models To Be Your Engaged Partners. | Shujin Wu, Yi Fung, Sha Li, Yixin Wan, Kai-Wei Chang, Heng Ji |
| 2024 | ISPA | Towards Reliability Enhancement of Multi-factor Authentication Service in EV Charging System under Budget Constraint. | Yao Li, Tianlin Yang, Qingwen Han, Sha Li, Yongsheng Zhao, Hongyue Ma, Gang Si |
| 2024 | WSDM | Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery. | Bowen Jin, Yu Zhang, Sha Li, Jiawei Han |
| 2024 | SIGdial | Dialog Flow Induction for Constrainable LLM-Based Chatbots. | Stuti Agrawal, Pranav Pillai, Nishi Uppuluri, Revanth Gangi Reddy, Sha Li, Gokhan Tur, Dilek Hakkani-Tur, Heng Ji |
| 2023 | ACL | OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking. | Xueqing Wu, Sha Li, Heng Ji |
| 2023 | ACL | Code4Struct: Code Generation for Few-Shot Event Structure Prediction. | Xingyao Wang, Sha Li, Heng Ji |
| 2023 | ACL | A Language-First Approach for Procedure Planning. | Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji |
| 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 | Human-in-the-loop Schema Induction. | Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Leon Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch |
| 2023 | ACL | Non-Sequential Graph Script Induction via Multimedia Grounding. | Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji |
| 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 | Defining a New NLP Playground. | Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji |
| 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 |
| 2022 | ACL | Dynamic Global Memory for Document-level Argument Extraction. | Xinya Du, Sha Li, Heng Ji |
| 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 | EMNLP | Open-Vocabulary Argument Role Prediction For Event Extraction. | Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han |
| 2022 | EMNLP | Open Relation and Event Type Discovery with Type Abstraction. | Sha Li, Heng Ji, Jiawei Han |
| 2022 | NAACL | Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. | Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur |
| 2022 | VTC | UAV-Based Intelligent Reflecting Surface Transmission: Weighted Sum Rate Maximization of Wireless Network. | Wen-Jing Wang, Ziyang Du, Sha Li, Guangyue Lu, Long Chen, Nan Qi |
| 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 | IJCNN | Synchronous Weight Quantization-Compression for Low-Bit Quantized Neural Network. | Yuzhong Jiao, Sha Li, Xiao Huo, Yiu Kei Li |
| 2021 | NAACL | Document-Level Event Argument Extraction by Conditional Generation. | Sha Li, Heng Ji, Jiawei Han |
| 2021 | NAACL | RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. | Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Ddac Surs, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji |
| 2020 | IJCAI | When Do GNNs Work: Understanding and Improving Neighborhood Aggregation. | Yiqing Xie, Sha Li, Carl Yang, Raymond Chi-Wing Wong, Jiawei Han |
| 2020 | WWW | NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network. | Jingbo Shang, Xinyang Zhang, Liyuan Liu, Sha Li, Jiawei Han |
| 2020 | SIGIR | GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation. | Wentian Bao, Hong Wen, Sha Li, Xiao-Yang Liu, Quan Lin, Keping Yang |
| 2020 | WSDM | Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders. | Carl Yang, Jieyu Zhang, Haonan Wang, Sha Li, Myunghwan Kim, Matt Walker, Yiou Xiao, 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 |
| 2019 | SDM | GeoAttn: Localization of Social Media Messages via Attentional Memory Network. | Sha Li, Chao Zhang, Dongming Lei, Ji Li, Jiawei Han |
| 2018 | HAI | Will You be Happier?: Designing a Game that Employs Gifting to Non-player Characters. | Sha Li, Marian Florin Ursu, Doug Williams, Ian Kegel |
| 2017 | CIKM | FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations. | Sha Li, Xiaofeng Gao, Weiming Bao, Guihai Chen |
| 2017 | COCOA | Trajectory-Based Multi-hop Relay Deployment in Wireless Networks. | Shilei Tian, Haotian Wang, Sha Li, Fan Wu, Guihai Chen |
| 2017 | ICCS | Stabilized Finite Element Methods for Flux. | Huo-Yuan Duan, Sha Li |
| 2016 | IGARSS | Long metal cable scattering features in space borne high resolution SAR images. | Zhiguo Chen, Tao Li, Xiaozhi Zhang, Sha Li, Ailing Hou, Yan Liu |
| 2010 | IPCCC | Soft error propagation in floating-point programs. | Sha Li, Xiaoming Li |
| 2007 | CSCWD | The Design and Implementation of a GMA based Grid Monitoring Service. | Jianbo Shen, Bin Gong, Yi Hu, Sha Li |