Hongzhi Wen

Principal Researcher, CartaBio Inc

Joined

May 2022

Names

Hongzhi Wen (Preferred)

Emails

****@msu.edu (Confirmed)

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

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Principal Researcher

CartaBio Inc (cartabio.ai)

2024 – 2026

PhD student

Michigan State University (msu.edu)

2021 – 2024

Undergrad student

Peking University (pku.edu.cn)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Jiliang Tang

2021 – 2026

Expertise

No areas of expertise listed

Publications

Learning on Graphs with Large Language Models (LLMs): A Deep Dive into Model Robustness
Kai Guo, Zewen Liu, Zhikai Chen, Hongzhi Wen, Wei Jin, Jiliang Tang, Yi Chang
- Submitted to ICLR 2025
- Readers: Everyone
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective
Kai Guo, Hongzhi Wen, Wei Jin, Yaming Guo, Jiliang Tang, Yi Chang
- OpenReview Archive Direct Upload
- Readers: Everyone
Exploring the Potential of Large Language Models (LLMs) in Learning on Graph
Zhikai Chen, Haitao Mao, Hang Li, Wei Jin, Hongzhi Wen, Xiaochi Wei, Shuaiqiang Wang, Dawei Yin, Wenqi Fan, Hui Liu, Jiliang Tang
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
A General Single-Cell Analysis Framework via Conditional Diffusion Generative Models
Wenzhuo Tang, Renming Liu, Hongzhi Wen, Xinnan Dai, Jiayuan Ding, Hang Li, Wenqi Fan, Yuying Xie, Jiliang Tang
- Submitted to ICLR 2024
- Readers: Everyone
CellPLM: Pre-training of Cell Language Model Beyond Single Cells
Hongzhi Wen, Wenzhuo Tang, Xinnan Dai, Jiayuan Ding, Wei Jin, Yuying Xie, Jiliang Tang
- ICLR 2024 poster
- Readers: Everyone
Label-free Node Classification on Graphs with Large Language Models (LLMs)
Zhikai Chen, Haitao Mao, Hongzhi Wen, Haoyu Han, Wei Jin, Haiyang Zhang, Hui Liu, Jiliang Tang
- ICLR 2024 poster
- Readers: Everyone
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
CellPLM: Pre-training of Cell Language Model Beyond Single Cells
Hongzhi Wen, Wenzhuo Tang, Jiayuan Ding, Wei Jin, Yuying Xie, Jiliang Tang
- Submitted to NeurIPS 2023
- Readers: Everyone
Single-Cell Multimodal Prediction via Transformers
Wenzhuo Tang, Hongzhi Wen, Renming Liu, Jiayuan Ding, Wei Jin, Yuying Xie, Hui Liu, Jiliang Tang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Single Cells Are Spatial Tokens: Transformers for Spatial Transcriptomic Data Imputation
Hongzhi Wen, Wenzhuo Tang, Wei Jin, Jiayuan Ding, Renming Liu, Feng Shi, Yuying Xie, Jiliang Tang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 46 co-authors