Dialogue Graph Modeling for Conversational Machine Reading. - Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (ACL/IJCNLP (Findings), 2021)

Smoothing Dialogue States for Open Conversational Machine Reading. - Zhuosheng Zhang 001; Siru Ouyang; Hai Zhao 001; Masao Utiyama; Eiichiro Sumita (EMNLP (1), 2021)

Fact-driven Logical Reasoning. - Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2021)

Two-Hop Relay Deployment Based on User Trajectory in Wireless Networks. - Zhiyao Li; Siru Ouyang; Xiaofeng Gao 001; Guihai Chen (Comput. J., 2022)

Compositional Data Augmentation for Abstractive Conversation Summarization. - Siru Ouyang; Jiaao Chen; Jiawei Han 001; Diyi Yang (ACL (1), 2023)

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)

Towards End-to-End Open Conversational Machine Reading. - Sizhe Zhou; Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (EACL (Findings), 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)

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)

Structured Chemistry Reasoning with Large Language Models. - Siru Ouyang; Zhuosheng Zhang 001; Bing Yan; Xuan Liu 009; Jiawei Han 001; Lianhui Qin (CoRR, 2023)

Fact-Driven Logical Reasoning for Machine Reading Comprehension. - Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (AAAI, 2024)

ActionIE: Action Extraction from Scientific Literature with Programming Languages. - Xianrui Zhong; Yufeng Du; Siru Ouyang; Ming Zhong 005; Tingfeng Luo; Qirong Ho; Hao Peng 009; Heng Ji 001; Jiawei Han 001 (ACL (1), 2024)

Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation. - Siru Ouyang; Shuohang Wang; Minhao Jiang; Ming Zhong 005; Donghan Yu; Jiawei Han 001; Yelong Shen (EMNLP (Findings), 2024)

Structured Chemistry Reasoning with Large Language Models. - Siru Ouyang; Zhuosheng Zhang 001; Bing Yan; Xuan Liu 009; Yejin Choi 001; Jiawei Han 001; Lianhui Qin (ICML, 2024)

Ontology Enrichment for Effective Fine-grained Entity Typing. - Siru Ouyang; Jiaxin Huang 001; Pranav Pillai; Yunyi Zhang 001; Yu Zhang 044; Jiawei Han 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)

Investigating Data Contamination for Pre-training Language Models. - Minhao Jiang; Ken Ziyu Liu; Ming Zhong 005; Rylan Schaeffer; Siru Ouyang; Jiawei Han 001; Sanmi Koyejo (CoRR, 2024)

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

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding. - Zilin Xiao; Hongming Zhang 009; Tao Ge 005; Siru Ouyang; Vicente Ordonez; Dong Yu 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)

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)

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph. - Siru Ouyang; Wenhao Yu 002; Kaixin Ma; Zilin Xiao; Zhihan Zhang 001; Mengzhao Jia; Jiawei Han 001; Hongming Zhang 009; Dong Yu 001 (ICLR, 2025)

ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning. - Xiangru Tang; Tianyu Hu; Muyang Ye; Yanjun Shao; Xunjian Yin; Siru Ouyang; Wangchunshu Zhou; Pan Lu; Zhuosheng Zhang 001; Yilun Zhao 001; Arman Cohan; Mark Gerstein (ICLR, 2025)

Multimodal Search in Chemical Documents and Reactions. - Ayush Kumar Shah; Abhisek Dey; Leo Luo; Bryan Amador; Patrick Philippy; Ming Zhong 005; Siru Ouyang; David Mark Friday; David Bianchi; Nick Jackson; Richard Zanibbi; Jiawei Han 001 (SIGIR, 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)

Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks. - Mengzhao Jia; Wenhao Yu 002; Kaixin Ma; Tianqing Fang; Zhihan Zhang 001; Siru Ouyang; Hongming Zhang 009; Dong Yu 001; Meng Jiang 001 (Trans. Mach. Learn. Res., 2025)

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning. - Xiangru Tang; Tianyu Hu; Muyang Ye; Yanjun Shao; Xunjian Yin; Siru Ouyang; Wangchunshu Zhou; Pan Lu; Zhuosheng Zhang 001; Yilun Zhao 001; Arman Cohan; Mark Gerstein (CoRR, 2025)

Benchmarking Retrieval-Augmented Generation for Chemistry. - Xianrui Zhong; Bowen Jin; Siru Ouyang; Yanzhen Shen; Qiao Jin 001; Yin Fang; Zhiyong Lu; Jiawei Han 001 (CoRR, 2025)

ProxyThinker: Test-Time Guidance through Small Visual Reasoners. - Zilin Xiao; Jaywon Koo; Siru Ouyang; Jefferson Hernandez; Yu Meng; Vicente Ordonez (CoRR, 2025)

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning. - Yin Fang; Qiao Jin 001; Guangzhi Xiong; Bowen Jin; Xianrui Zhong; Siru Ouyang; Aidong Zhang; Jiawei Han 001; Zhiyong Lu (CoRR, 2025)

RAST: Reasoning Activation in LLMs via Small-model Transfer. - Siru Ouyang; Xinyu Zhu; Zilin Xiao; Minhao Jiang; Yu Meng 001; Jiawei Han 001 (CoRR, 2025)

FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models. - Xuan Liu 009; Siru Ouyang; Xianrui Zhong; Jiawei Han 001; Huimin Zhao 007 (CoRR, 2025)