Chang Ma

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 24

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Publications

Haiteng Zhao, Chang Ma, Guoyin Wang, Jing Su, Lingpeng Kong, Jingjing Xu, Zhi-Hong Deng, Hongxia Yang
Empowering Large Language Model Agents through Action Learning. CoRR (2024)
Chang Ma, Junlei Zhang, Zhihao Zhu, Cheng Yang, Yujiu Yang, Yaohui Jin, Zhenzhong Lan, Lingpeng Kong, Junxian He
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents. CoRR (2024)
Qiushi Sun, Zhirui Chen, Fangzhi Xu, Kanzhi Cheng, Chang Ma, Zhangyue Yin, Jianing Wang, Chengcheng Han, Renyu Zhu, Shuai Yuan, Qipeng Guo, Xipeng Qiu, Pengcheng Yin, Xiaoli Li, Fei Yuan, Lingpeng Kong, Xiang Li, Zhiyong Wu
A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond. CoRR (2024)
Yudong Wang, Chang Ma, Qingxiu Dong, Zhifang Sui, Lingpeng Kong, Jingjing Xu
Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation. ACL (Findings) (2024)
Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models. CoRR (2024)
Gang Bao, Chang Ma, Yuxuan Gong
PFWNN: A deep learning method for solving forward and inverse problems of phase-field models. CoRR (2024)
Yudong Wang, Chang Ma, Qingxiu Dong, Lingpeng Kong, Jingjing Xu
A Challenging Benchmark for Low-Resource Learning. CoRR (2023)
Haiteng Zhao, Shengchao Liu, Chang Ma, Hannan Xu, Jie Fu, Zhihong Deng, Lingpeng Kong, Qi Liu
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning. NeurIPS (2023)
Haiteng Zhao, Shengchao Liu, Chang Ma, Hannan Xu, Jie Fu, Zhi-Hong Deng, Lingpeng Kong, Qi Liu
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning. CoRR (2023)
Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong
Retrieved Sequence Augmentation for Protein Representation Learning. CoRR (2023)
Haiteng Zhao, Chang Ma, Qinyu Chen, Zhi-Hong Deng
Domain Adaptation via Maximizing Surrogate Mutual Information. IJCAI (2022)
Minghao Xu, Zuobai Zhang, Jiarui Lu, Zhaocheng Zhu, Yangtian Zhang, Chang Ma, Runcheng Liu, Jian Tang
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding. NeurIPS (2022)
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
Certified Robustness Against Natural Language Attacks by Causal Intervention. ICML (2022)
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
Certified Robustness Against Natural Language Attacks by Causal Intervention. CoRR (2022)
Chang Ma, Song Zhang, Gehui Shen, Zhihong Deng
Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract). AAAI (2022)
Zhaocheng Zhu, Chence Shi, Zuobai Zhang, Shengchao Liu, Minghao Xu, Xinyu Yuan, Yangtian Zhang, Junkun Chen, Huiyu Cai, Jiarui Lu, Chang Ma, Runcheng Liu, Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery. CoRR (2022)
Minghao Xu, Zuobai Zhang, Jiarui Lu, Zhaocheng Zhu, Yangtian Zhang, Chang Ma, Runcheng Liu, Jian Tang
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding. CoRR (2022)
Haiteng Zhao, Chang Ma, Qinyu Chen, Zhihong Deng
Domain Adaptation via Maximizing Surrogate Mutual Information. CoRR (2021)
Yanan Sun, Chang Ma, Zhi Li, Yilong Zhao, Jiachen Jiang, Weikang Qian, Rui Yang, Zhezhi He, Li Jiang
Unary Coding and Variation-Aware Optimal Mapping Scheme for Reliable ReRAM-Based Neuromorphic Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (12) (2021)
Chang Ma, Zhoumo Zeng, Hui Zhang, Hengrui Cui, Xiaobo Rui
Three-Point Marking Method to Overcome External Parameter Disturbance in Stereo-DIC Based on Camera Pose Self-Estimation. IEEE Access 8 (2020)
Chang Ma, Yanan Sun, Weikang Qian, Ziqi Meng, Rui Yang, Li Jiang
Go Unary: A Novel Synapse Coding and Mapping Scheme for Reliable ReRAM-based Neuromorphic Computing. DATE (2020)
Chang Ma, Yibo Li, Xiaobo Rui, Shuo Zhang, Qiyang Xiao, Zhoumo Zeng
Research on Lamb wave-mixing method to detect and locate the micro-cracks in plate. I2MTC (2019)
Hengrui Cui, Zhoumo Zeng, Hui Zhang, Qiyang Xiao, Jian Li, Chang Ma
Measurement of Luders band of cast iron material based on 3D-DIC de-correlation effect. I2MTC (2019)
Chenxu Luo, Chang Ma, Chun-yu Wang, Yizhou Wang
Learning Discriminative Activated Simplices for Action Recognition. AAAI (2017)
Chang Ma, Zhongqian Dong, Tingting Jiang, Yizhou Wang, Wen Gao
A Method of Perceptual-Based Shape Decomposition. ICCV (2013)
Dongwei Guo, Chang Ma, Miao Liu
Evolution of complex network structure based on the coordination game. BMEI (2013)
Tingting Jiang, Zhongqian Dong, Chang Ma, Yizhou Wang
Toward Perception-Based Shape Decomposition. ACCV (2) (2012)
Chang Ma, Chunming Xia, Yiqin Wang, Haixia Yan, Fufeng Li
An improved approach to the classification of seven common TCM pulse conditions. BMEI (2011)