| 2026 | ACL | How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective. | Tongyao Zhu, Qian Liu, Chang Ma, Jinghan Zhang, Longxu Dou, Junxian He, Shiqi Chen |
| 2025 | ACL | φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation. | Fangzhi Xu, Hang Yan, Chang Ma, Haiteng Zhao, Jun Liu, Qika Lin, Zhiyong Wu |
| 2025 | ACL | Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning. | Fangzhi Xu, Hang Yan, Chang Ma, Haiteng Zhao, Qiushi Sun, Kanzhi Cheng, Junxian He, Jun Liu, Zhiyong Wu |
| 2025 | ECAI | Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion Model. | Yuran Xiang, Haiteng Zhao, Chang Ma, Zhi-Hong Deng |
| 2025 | ICLR | Non-myopic Generation of Language Models for Reasoning and Planning. | Chang Ma, Haiteng Zhao, Junlei Zhang, Junxian He, Lingpeng Kong |
| 2025 | Mobisys | PIT: A Novel Toothbrush Providing Real-Time and Robust Plaque Indication During Brushing. | Kaixin Chen, Junfan Xiang, Wanying Tan, Keyu Chen, Yaqiong Luo, Chang Ma, Kaishun Wu, Lu Wang |
| 2025 | NAACL | KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models. | Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li |
| 2024 | ACL | Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation. | Yudong Wang, Chang Ma, Qingxiu Dong, Zhifang Sui, Lingpeng Kong, Jingjing Xu |
| 2024 | EMNLP | Retrieved Sequence Augmentation for Protein Representation Learning. | Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Sheng Wang, Lingpeng Kong |
| 2022 | AAAI | Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract). | Chang Ma, Song Zhang, Gehui Shen, Zhi-Hong Deng |
| 2022 | ICML | Certified Robustness Against Natural Language Attacks by Causal Intervention. | Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang |
| 2022 | IJCAI | Domain Adaptation via Maximizing Surrogate Mutual Information. | Haiteng Zhao, Chang Ma, Qinyu Chen, Zhi-Hong Deng |
| 2020 | DATE | Go Unary: A Novel Synapse Coding and Mapping Scheme for Reliable ReRAM-based Neuromorphic Computing. | Chang Ma, Yanan Sun, Weikang Qian, Ziqi Meng, Rui Yang, Li Jiang |
| 2017 | AAAI | Learning Discriminative Activated Simplices for Action Recognition. | Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang |
| 2013 | ICCV | A Method of Perceptual-Based Shape Decomposition. | Chang Ma, Zhongqian Dong, Tingting Jiang, Yizhou Wang, Wen Gao |
| 2012 | ACCV | Toward Perception-Based Shape Decomposition. | Tingting Jiang, Zhongqian Dong, Chang Ma, Yizhou Wang |