Yiheng Shu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Influential Factors

Question Answer

Top Venues

ACM Trans. Inf. Syst.

Publications

Yu Gu, Yiheng Shu, Hao Yu, Xiao Liu, Yuxiao Dong, Jie Tang, Jayanth Srinivasa, Hugo Latapie, Yu Su
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments. CoRR (2024)
Yiheng Shu, Zhiwei Yu
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases. EACL (Student Research Workshop) (2024)
Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models. CoRR (2024)
Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. AAAI (2023)
Yiheng Shu, Zhiwei Yu
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases. CoRR (2023)
Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. CoRR (2023)
Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base. EMNLP (2022)
Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases. CoRR (2022)
Xixin Hu, Xuan Wu, Yiheng Shu, Yuzhong Qu
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases. COLING (2022)
Xixin Hu, Yiheng Shu, Xiang Huang, Yuzhong Qu
EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases. ISWC (2021)
Hui Fang, Danning Zhang, Yiheng Shu, Guibing Guo
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations. ACM Trans. Inf. Syst. 39 (1) (2020)
Hui Fang, Danning Zhang, Yiheng Shu, Guibing Guo
Deep Learning-based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations. CoRR (2019)
Hui Fang, Guibing Guo, Danning Zhang, Yiheng Shu
Deep Learning-Based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations. ICWE (2019)