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Yiheng Shu
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2020 – today
- 2024
- [c7]Yiheng Shu, Zhiwei Yu:
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases. EACL (Student Research Workshop) 2024: 71-88 - [c6]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. EMNLP 2024: 7646-7663 - [i7]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 abs/2402.14672 (2024) - [i6]Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su:
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models. CoRR abs/2405.14831 (2024) - [i5]Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su:
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. CoRR abs/2410.05243 (2024) - 2023
- [c5]Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu:
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. AAAI 2023: 12924-12932 - [i4]Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu:
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. CoRR abs/2306.07597 (2023) - [i3]Yiheng Shu, Zhiwei Yu:
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases. CoRR abs/2309.08345 (2023) - 2022
- [c4]Xixin Hu, Xuan Wu, Yiheng Shu, Yuzhong Qu:
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases. COLING 2022: 1687-1696 - [c3]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: 8108-8121 - [i2]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 abs/2210.12925 (2022) - 2021
- [c2]Xixin Hu, Yiheng Shu, Xiang Huang, Yuzhong Qu:
EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases. ISWC 2021: 128-145 - 2020
- [j1]Hui Fang, Danning Zhang, Yiheng Shu, Guibing Guo:
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations. ACM Trans. Inf. Syst. 39(1): 10:1-10:42 (2020)
2010 – 2019
- 2019
- [c1]Hui Fang, Guibing Guo, Danning Zhang, Yiheng Shu:
Deep Learning-Based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations. ICWE 2019: 574-577 - [i1]Hui Fang, Danning Zhang, Yiheng Shu, Guibing Guo:
Deep Learning-based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations. CoRR abs/1905.01997 (2019)
Coauthor Index
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