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Hongyu Ren

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TimeGraphs: Graph-based Temporal Reasoning

Jan 06, 2024
Paridhi Maheshwari, Hongyu Ren, Yanan Wang, Rok Sosic, Jure Leskovec

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MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

Nov 16, 2023
Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See Kiong Ng, Jiashi Feng

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Approximate Answering of Graph Queries

Aug 12, 2023
Michael Cochez, Dimitrios Alivanistos, Erik Arakelyan, Max Berrendorf, Daniel Daza, Mikhail Galkin, Pasquale Minervini, Mathias Niepert, Hongyu Ren

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Enabling tabular deep learning when $d \gg n$ with an auxiliary knowledge graph

Jun 07, 2023
Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec

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PRODIGY: Enabling In-context Learning Over Graphs

May 21, 2023
Qian Huang, Hongyu Ren, Peng Chen, Gregor Kržmanc, Daniel Zeng, Percy Liang, Jure Leskovec

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Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases

Mar 26, 2023
Hongyu Ren, Mikhail Galkin, Michael Cochez, Zhaocheng Zhu, Jure Leskovec

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Holistic Evaluation of Language Models

Nov 16, 2022
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda

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Deep Bidirectional Language-Knowledge Graph Pretraining

Oct 19, 2022
Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec

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Few-shot Relational Reasoning via Connection Subgraph Pretraining

Oct 13, 2022
Qian Huang, Hongyu Ren, Jure Leskovec

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Inductive Logical Query Answering in Knowledge Graphs

Oct 13, 2022
Mikhail Galkin, Zhaocheng Zhu, Hongyu Ren, Jian Tang

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