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Chang Ma
PhD student, Computer Science, University of Hong Kong
Joined
May 2021
Names
Chang Ma
(Preferred)
,
Ma Chang
Emails
****@pku.edu.cn
(Confirmed)
,
****@connect.hku.hk
(Confirmed)
,
****@microsoft.com
(Confirmed)
,
****@cs.hku.hk
(Confirmed)
Personal Links
Homepage
Google Scholar
Career & Education History
PhD student
Computer Science,
University of Hong Kong
(hku.hk)
2022
–
2026
Undergrad student
Artificial Intelligence,
Peking University
(pku.edu.cn)
2018
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Lingpeng Kong
2022
–
2026
Expertise
Adversarial Robustness
2021
–
2023
Protein
2020
–
2023
Natural Language Processing
2020
–
2023
Domain adaptation
2020
–
2022
Information theory
2020
–
2022
Publications
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Qiushi Sun
,
Zhoumianze Liu
,
Chang Ma
,
Zichen Ding
,
Fangzhi Xu
,
Zhangyue Yin
,
Haiteng Zhao
,
Zhenyu Wu
,
Kanzhi Cheng
,
Zhaoyang Liu
,
Jianing Wang
,
Qintong Li
,
Xiangru Tang
,
Tianbao Xie
,
Xiachong Feng
,
Xiang Li
,
Ben Kao
,
Wenhai Wang
,
Biqing Qi
,
Lingpeng Kong
et al. (1 additional authors not shown)
ICLR 2026 Poster
Readers:
Everyone
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Qiushi Sun
,
Zhoumianze Liu
,
Chang Ma
,
Zichen Ding
,
Fangzhi Xu
,
Zhangyue Yin
,
Haiteng Zhao
,
Zhenyu Wu
,
Kanzhi Cheng
,
Zhaoyang Liu
,
Jianing Wang
,
Qintong Li
,
Robert Tang
,
Tianbao Xie
,
Xiachong Feng
,
Xiang Li
,
Ben Kao
,
Wenhai Wang
,
Biqing Qi
,
Lingpeng Kong
et al. (1 additional authors not shown)
WCUA 2025 Oral
Readers:
Everyone
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization
Junlei Zhang
,
Zichen Ding
,
Chang Ma
,
Zijie Chen
,
Qiushi Sun
,
Zhenzhong Lan
,
Junxian He
COLM 2025
Readers:
Everyone
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios
Xiachong Feng
,
Longxu Dou
,
Minzhi Li
,
Qinghao Wang
,
Yu Guo
,
Haochuan Wang
,
Chang Ma
,
Lingpeng Kong
Accepted by TMLR
Readers:
Everyone
Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning
Haiteng Zhao
,
Chang Ma
,
Lingpeng Kong
,
Zhi-Hong Deng
Submitted to ICLR 2025
Readers:
Everyone
Non-myopic Generation of Language Models for Reasoning and Planning
Chang Ma
,
Haiteng Zhao
,
Junlei Zhang
,
Junxian He
,
Lingpeng Kong
ICLR 2025 Poster
Readers:
Everyone
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Chang Ma
,
Junlei Zhang
,
Zhihao Zhu
,
Cheng Yang
,
Yujiu Yang
,
Yaohui Jin
,
Zhenzhong Lan
,
Lingpeng Kong
,
Junxian He
NeurIPS 2024 Track Datasets and Benchmarks Oral
Readers:
Everyone
Empowering Large Language Model Agents through Action Learning
Haiteng Zhao
,
Chang Ma
,
Guoyin Wang
,
Jing Su
,
Lingpeng Kong
,
Jingjing Xu
,
Zhi-Hong Deng
,
Hongxia Yang
COLM
Readers:
Everyone
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Chang Ma
,
Junlei Zhang
,
Zhihao Zhu
,
Cheng Yang
,
Yujiu Yang
,
Yaohui Jin
,
Zhenzhong Lan
,
Lingpeng Kong
,
Junxian He
LLMAgents @ ICLR 2024 Poster
Readers:
Everyone
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
Haiteng Zhao
,
Shengchao Liu
,
Chang Ma
,
Hannan Xu
,
Jie Fu
,
Zhi-Hong Deng
,
Lingpeng Kong
,
Qi Liu
NeurIPS 2023 poster
Readers:
Everyone
View all 20 publications
Co-Authors
Anh Tuan Luu
Ben Kao
Biqing Qi
Chence Shi
Cheng Yang
Fangzhi Xu
Gehui Shen
Guoyin Wang
Haiteng Zhao
Hannan Xu
Hanwang Zhang
Haochuan Wang
Hongxia Yang
Huiyu Cai
Jian Tang
Jianing Wang
Jiarui Lu
Jiayi Xin
Jie Fu
Jing Su
Jingjing Xu
Junkun Chen
Junlei Zhang
Junxian He
Kanzhi Cheng
View all 69 co-authors