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Siru Ouyang

14 papers at tracked venues · 13 at CORE A* · active 2024–2025

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Venues

SIGKDD ×3ACL ×2ICLR ×2NeurIPS ×2AAAI ×1EMNLP ×1ICML ×1SIGIR ×1WWW ×1

Frequent coauthors

Jiawei Han
×12
Ming Zhong
×6
Yizhu Jiao
×4
Yunyi Zhang
×4
Zhuosheng Zhang
×3
Xuan Liu
×2
Xianrui Zhong
×2
Zilin Xiao
×2
Minhao Jiang
×2
Linyi Ding
×2
Sizhe Zhou
×2
Xiangru Tang
×1

Papers

  1. ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
    ICLR 2025 ·
    Xiangru Tang
    ,
    Tianyu Hu
    ,
    Muyang Ye
    ,
    Yanjun Shao
    ,
    Xunjian Yin
    , Siru Ouyang,
    Wangchunshu Zhou
    ,
    Pan Lu
    ,
    Zhuosheng Zhang
    ,
    Yilun Zhao
    ,
    Arman Cohan
    ,
    Mark Gerstein
  2. 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
  3. 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
  4. RAST: Reasoning Activation in LLMs via Small-model Transfer
    NeurIPS 2025 · Siru Ouyang,
    Xinyu Zhu
    ,
    Zilin Xiao
    ,
    Minhao Jiang
    ,
    Yu Meng
    ,
    Jiawei Han
  5. 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
  6. Retrieval And Structuring Augmented Generation with Large Language Models
    SIGKDD 2025 ·
    Pengcheng Jiang
    , Siru Ouyang,
    Yizhu Jiao
    ,
    Ming Zhong
    ,
    Runchu Tian
    ,
    Jiawei Han
  7. 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
  8. Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events
    ACL 2025 ·
    Priyanka Kargupta
    ,
    Yunyi Zhang
    ,
    Yizhu Jiao
    , Siru Ouyang,
    Jiawei Han
  9. 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
  10. 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
  11. Fact-Driven Logical Reasoning for Machine Reading Comprehension
    AAAI 2024 · Siru Ouyang,
    Zhuosheng Zhang
    ,
    Hai Zhao
  12. Ontology Enrichment for Effective Fine-grained Entity Typing
    SIGKDD 2024 · Siru Ouyang,
    Jiaxin Huang
    ,
    Pranav Pillai
    ,
    Yunyi Zhang
    ,
    Yu Zhang
    ,
    Jiawei Han
  13. Structured Chemistry Reasoning with Large Language Models
    ICML 2024 · Siru Ouyang,
    Zhuosheng Zhang
    ,
    Bing Yan
    ,
    Xuan Liu
    ,
    Yejin Choi
    ,
    Jiawei Han
    ,
    Lianhui Qin
  14. 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