Siru Ouyang

According to our database, Siru Ouyang authored at least 36 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

Siru Ouyang, Jun Yan, I-Hung Hsu, Yanfei Chen, Ke Jiang, Zifeng Wang, Rujun Han, Long T. Le, Samira Daruki, Xiangru Tang, Vishy Tirumalashetty, George Lee, Mahsan Rofouei, Hangfei Lin, Jiawei Han, Chen-Yu Lee, Tomas Pfister

CoRR, September, 2025

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models.

Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong, Runchu Tian, Jiawei Han

CoRR, September, 2025

FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models.

Xuan Liu, Siru Ouyang, Xianrui Zhong, Jiawei Han, Huimin Zhao

CoRR, August, 2025

RAST: Reasoning Activation in LLMs via Small-model Transfer.

Siru Ouyang, Xinyu Zhu, Zilin Xiao, Minhao Jiang, Yu Meng, Jiawei Han

CoRR, June, 2025

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning.

Yin Fang, Qiao Jin, Guangzhi Xiong, Bowen Jin, Xianrui Zhong, Siru Ouyang, Aidong Zhang, Jiawei Han, Zhiyong Lu

CoRR, June, 2025

ProxyThinker: Test-Time Guidance through Small Visual Reasoners.

Zilin Xiao, Jaywon Koo, Siru Ouyang, Jefferson Hernandez, Yu Meng, Vicente Ordonez

CoRR, May, 2025

Benchmarking Retrieval-Augmented Generation for Chemistry.

Xianrui Zhong, Bowen Jin, Siru Ouyang, Yanzhen Shen, Qiao Jin, Yin Fang, Zhiyong Lu, Jiawei Han

CoRR, May, 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, Yilun Zhao, Arman Cohan, Mark Gerstein

CoRR, January, 2025

Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks.

Mengzhao Jia, Wenhao Yu, Kaixin Ma, Tianqing Fang, Zhihan Zhang, Siru Ouyang, Hongming Zhang, Dong Yu, Meng Jiang

Trans. Mach. Learn. Res., 2025

Retrieval and Structuring Augmented Generation with LLMs for Web Applications.

Yizhu Jiao, Siru Ouyang, Ming Zhong, Yunyi Zhang, Linyi Ding, Sizhe Zhou, Jiawei Han

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Multimodal Search in Chemical Documents and Reactions.

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

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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, Yilun Zhao, Arman Cohan, Mark Gerstein

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph.

Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events.

Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Multi-LoRA Composition for Image Generation.

Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han, Weizhu Chen

Trans. Mach. Learn. Res., 2024

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding.

Zilin Xiao, Hongming Zhang, Tao Ge, Siru Ouyang, Vicente Ordonez, Dong Yu

CoRR, 2024

Unsupervised Episode Detection for Large-Scale News Events.

Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han

CoRR, 2024

Investigating Data Contamination for Pre-training Language Models.

Minhao Jiang, Ken Ziyu Liu, Ming Zhong, Rylan Schaeffer, Siru Ouyang, Jiawei Han, Sanmi Koyejo

CoRR, 2024

Automated Mining of Structured Knowledge from Text in the Era of Large Language Models.

Yunyi Zhang, Ming Zhong, Siru Ouyang, Yizhu Jiao, Sizhe Zhou, Linyi Ding, Jiawei Han

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Ontology Enrichment for Effective Fine-grained Entity Typing.

Siru Ouyang, Jiaxin Huang, Pranav Pillai, Yunyi Zhang, Yu Zhang, Jiawei Han

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Structured Chemistry Reasoning with Large Language Models.

Siru Ouyang, Zhuosheng Zhang, Bing Yan, Xuan Liu, Yejin Choi, Jiawei Han, Lianhui Qin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation.

Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

ActionIE: Action Extraction from Scientific Literature with Programming Languages.

Xianrui Zhong, Yufeng Du, Siru Ouyang, Ming Zhong, Tingfeng Luo, Qirong Ho, Hao Peng, Heng Ji, Jiawei Han

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Fact-Driven Logical Reasoning for Machine Reading Comprehension.

Siru Ouyang, Zhuosheng Zhang, Hai Zhao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Structured Chemistry Reasoning with Large Language Models.

Siru Ouyang, Zhuosheng Zhang, Bing Yan, Xuan Liu, Jiawei Han, Lianhui Qin

CoRR, 2023

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.

Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han

CoRR, 2023

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.

Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction.

Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.

Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Towards End-to-End Open Conversational Machine Reading.

Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision.

Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Compositional Data Augmentation for Abstractive Conversation Summarization.

Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Two-Hop Relay Deployment Based on User Trajectory in Wireless Networks.

Zhiyao Li, Siru Ouyang, Xiaofeng Gao, Guihai Chen

Comput. J., 2022

2021

Fact-driven Logical Reasoning.

Siru Ouyang, Zhuosheng Zhang, Hai Zhao

CoRR, 2021

Smoothing Dialogue States for Open Conversational Machine Reading.

Zhuosheng Zhang, Siru Ouyang, Hai Zhao, Masao Utiyama, Eiichiro Sumita

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Dialogue Graph Modeling for Conversational Machine Reading.

Siru Ouyang, Zhuosheng Zhang, Hai Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021