Liang Chen

PhD student, School of Computer Science, Peking University

Joined

September 2021

Names

Liang Chen (Preferred)

Emails

****@mails.jlu.edu.cn (Confirmed)

****@outlook.com (Confirmed)

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

Personal Links

Career & Education History

PhD student

School of Computer Science, Peking University (pku.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Baobao Chang

2022 – 2027

Expertise

Multimodal Understanding and Generation

Present

OS Agent

Present

Publications

MENTOR: Efficient Multimodal-Conditioned Tuning for Language-Guided Visual Generation Agents
Haozhe Zhao, Zefan Cai, Shuzheng Si, Liang Chen, Jiuxiang Gu, Wen Xiao, Minjia Zhang, Junjie Hu
- MSLD 2026 Poster
- Readers: Everyone
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
Xeron Du, Yifan Yao, Kaijing Ma, Bingli Wang, Tianyu Zheng, King Zhu, Minghao Liu, Yiming Liang, Xiaolong Jin, Zhenlin Wei, Chujie Zheng, Kaixin Deng, Shuyue Guo, Shian Jia, Sichao Jiang, Yiyan Liao, Rui Li, Qinrui Li, Sirun Li, Yizhi LI et al. (75 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
Xiangru Tang, Yuliang Liu, Zefan Cai, Daniel Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang, Baobao Chang et al. (2 additional authors not shown)
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
ML-BENCH: EVALUATING LARGE LANGUAGE MODELS AND AGENTS FOR MACHINE LEARNING TASKS ON REPOSITORY-LEVEL CODE
Xiangru Tang, Yuliang Liu, Zefan Cai, Daniel Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang, Baobao Chang et al. (2 additional authors not shown)
- DL4C @ ICLR 2025
- Readers: Everyone
SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services
Hongcheng Guo, wangyue, Shaosheng Cao, Fei zhao, Boyang Wang, Lei Li, Liang Chen, Xinze Lyu, Zhe Xu, Yao Hu, Zhoujun Li
- ICML 2025 poster
- Readers: Everyone
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang
- ICLR 2025 Poster
- Readers: Everyone
CodeChain: An Open, Million-scale Dataset for Code Language Models at the Repository Level
Hongcheng Guo, Junjia Du, Jian Yang, Jiaheng Liu, Minghao Li, Xinnian Liang, Kai Hui, Hao Sun, Liang Chen, Tianyu Liu, Jiaqi Bai, Yixin Cheng, Wenhan Cao, Zhoujun Li
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ML-Bench: Evaluating Large Language Models for Code Generation in Repository-Level Machine Learning Tasks
Xiangru Tang, Yuliang Liu, Zefan Cai, Yanjun Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yin Fang, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang et al. (3 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
Liang Chen, Sinan Tan, Zefan Cai, Weichu Xie, Haozhe Zhao, Yichi Zhang, Junyang Lin, Jinze Bai, Tianyu Liu, Baobao Chang
- ICLR 2025 Poster
- Readers: Everyone
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
Haozhe Zhao, Xiaojian Ma, Liang Chen, Shuzheng Si, Rujie Wu, Kaikai An, Peiyu Yu, Minjia Zhang, Qing Li, Baobao Chang
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone

View all 36 publications

Co-Authors

View all 185 co-authors