Hongyu Ren

Joined

February 2018

Names

Hongyu Ren

Emails

****@pku.edu.cn (Confirmed)

****@cs.stanford.edu (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

Computer Science Department, Stanford University (cs.stanford.edu)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Small-cohort GWAS discovery with AI over massive functional genomics knowledge graph
Camilo Ruiz, Kexin Huang, Tony Zeng, Soner Koc, Alexandra Pettet, Jingtian Zhou, Mika Sarkin Jain, Dongbo Sun, Hongyu Ren, Laurence Howe, Tom Richardson, Adrian Cortes, Katie Aiello, Kim Branson, Andreas Pfenning, Jesse Engreitz, Martin Jinye Zhang, Jure Leskovec
- OpenReview Archive Direct Upload
- Readers: Everyone
Neural Graph Reasoning: A Survey on Complex Logical Query Answering
Hongyu Ren, Mikhail Galkin, Zhaocheng Zhu, Jure Leskovec, Michael Cochez
- Accepted by TMLR
- Readers: Everyone
MAGIC: INVESTIGATION OF LARGE LANGUAGE MODEL POWERED MULTI-AGENT IN COGNITION, ADAPTABILITY, RATIONALITY AND COLLABORATION
Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See-Kiong Ng, Jiashi Feng
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
PRODIGY: Enabling In-context Learning Over Graphs
Qian Huang, Hongyu Ren, Peng Chen, Gregor Kržmanc, Daniel Zeng, Percy Liang, Jure Leskovec
- 1st SPIGM @ ICML Poster
- Readers: Everyone
High dimensional, tabular deep learning with an auxiliary knowledge graph
Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec
- NeurIPS 2023 poster
- Readers: Everyone
PRODIGY: Enabling In-context Learning Over Graphs
Qian Huang, Hongyu Ren, Peng Chen, Gregor Kržmanc, Daniel Zeng, Percy Liang, Jure Leskovec
- NeurIPS 2023 spotlight
- Readers: Everyone
Holistic Evaluation of Language Models
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 Re, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman et al. (30 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Tabular deep learning when $d \gg n$ by using an auxiliary knowledge graph
Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- AI4Science Poster
- Readers: Everyone
Tabular Deep Learning when $d \gg n$ by Using an Auxiliary Knowledge Graph
Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Few-shot Relational Reasoning via Connection Subgraph Pretraining
Qian Huang, Hongyu Ren, Jure Leskovec
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

View all 21 publications

Co-Authors

View all 96 co-authors