Pengguang Chen

Researcher, SmartMore

Joined

February 2020

Names

Pengguang Chen (Preferred)

Emails

****@gmail.com (Confirmed)

****@cse.cuhk.edu.hk (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

SmartMore (smartmore.com)

2023 – Present

PhD student

Department of Computer Science and Engineering, The Chinese University of Hong Kong (cse.cuhk.edu.hk)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Jiaya Jia

2018 – 2022

Expertise

Large Language Model

2024 – Present

Multimodal Model

2024 – Present

Computer vision

2018 – Present

Publications

Elevating Large Language Models with Module-of-Thought
Jingyao Li, Pengguang Chen, Bin Xia, Sitong Wu, Chuanyang Zheng, Minbin Huang, Chengyao Wang, Xiaozhe Ren, Hong Xu, Jiaya Jia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
IndustryGPT: A Large Language Model for Industrial Domain-Specific Question Answering
Shaozuo Yu, Sitong Wu, Mingkang Zhu, Xichen Zhang, Yukang Chen, Zhongshen Zeng, Jingyao Li, Meng Chu, Pengguang Chen, Shu Liu, Hong Xu, Jiaya Jia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Generative Distribution Distillation
Jiequan Cui, Beier Zhu, Qingshan Xu, Xiaogang Xu, Pengguang Chen, Xiaojuan Qi, Bei Yu, Hanwang Zhang, Richang Hong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
Zhongshen Zeng, Pengguang Chen, Shu Liu, Haiyun Jiang, Jiaya Jia
- ICLR 2025 Poster
- Readers: Everyone
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
Zhongshen Zeng, Yinhong Liu, Yingjia Wan, Jingyao Li, Pengguang Chen, Jianbo Dai, Yuxuan Yao, Rongwu Xu, Zehan Qi, Wanru Zhao, Linling Shen, Jianqiao Lu, Haochen Tan, Yukang Chen, Hao Zhang, Zhan Shi, Bailin Wang, Zhijiang Guo, Jiaya Jia
- NeurIPS 2024 poster
- Readers: Everyone
Dual-Balancing for Multi-Task Learning
Baijiong Lin, Weisen Jiang, Feiyang Ye, Yu Zhang, Pengguang Chen, Ying-Cong Chen, Shu Liu, James Kwok
- Submitted to ICLR 2024
- Readers: Everyone
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics
Shuai Yang, ZhiFei Chen, Pengguang Chen, Xi Fang, Shu Liu, Ying-Cong Chen
- Submitted to ICLR 2024
- Readers: Everyone
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment
Yixin Chen, Zhuotao Tian, Pengguang Chen, Shu Liu, Jiaya Jia
- 2022 (modified: 10 Nov 2022)
- CoRR 2022
- Readers: Everyone
Distilling Knowledge via Knowledge Review
Pengguang Chen, Shu Liu, Hengshuang Zhao, Jiaya Jia
- 2021 (modified: 10 Nov 2022)
- CVPR 2021
- Readers: Everyone
Adversarial Attacks on ML Defense Models Competition
Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Jiayu Tang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Hui Xue, Chao Li, Ye Liu, Qilong Zhang, Lianli Gao, Yunrui Yu, Xitong Gao, Zhe Zhao, Daquan Lin et al. (8 additional authors not shown)
- 2021 (modified: 10 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 80 co-authors