Yiheng Shu

21 papers A* 6B 2Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
REMem: Reasoning with Episodic Memory in Language Agent.
CoRR
Yiheng Shu, Saisri Padmaja Jonnalagedda, Xiang Gao, Bernal Jiménez Gutiérrez, Weijian Qi, Kamalika Das, Huan Sun, Yu Su
2025 A* conf
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.
ICML
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
2025 J jnl
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.
CoRR
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
2025 J jnl
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.
CoRR
Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su
2025 A* conf
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
ICLR
Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su
2024 — conf
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases.
EACL (Student Research Workshop)
Yiheng Shu, Zhiwei Yu
2024 A* conf
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.
NeurIPS
Bernal Jimenez Gutierrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
2024 J jnl
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.
CoRR
Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
2024 A* conf
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments.
EMNLP
Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su
2024 J jnl
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments.
CoRR
Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su
2024 J jnl
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
CoRR
Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su
2023 J jnl
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases.
CoRR
Yiheng Shu, Zhiwei Yu
2023 A* conf
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases.
AAAI
Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu
2023 J jnl
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases.
CoRR
Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu
2022 B conf
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases.
COLING
Xixin Hu, Xuan Wu, Yiheng Shu, Yuzhong Qu
2022 A* conf
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base.
EMNLP
Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin
2022 J jnl
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases.
CoRR
Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin
2021 Misc conf
EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases.
ISWC
Xixin Hu, Yiheng Shu, Xiang Huang, Yuzhong Qu
2020 J jnl
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations.
ACM Trans. Inf. Syst.
Hui Fang, Danning Zhang, Yiheng Shu, Guibing Guo
2019 B conf
Deep Learning-Based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations.
ICWE
Hui Fang, Guibing Guo, Danning Zhang, Yiheng Shu
2019 J jnl
Deep Learning-based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations.
CoRR
Hui Fang, Danning Zhang, Yiheng Shu, Guibing Guo