| 2025 | DAC | Buffer Prospector: Discovering and Exploiting Untapped Buffer Resources in Many-Core DNN Accelerators. | Yuchen Wei, Jingwei Cai, Mingyu Gao, Sen Peng, Zuotong Wu, Guiming Shi, Kaisheng Ma |
| 2025 | HPCA | SoMa: Identifying, Exploring, and Understanding the DRAM Communication Scheduling Space for DNN Accelerators. | Jingwei Cai, Xuan Wang, Mingyu Gao, Sen Peng, Zijian Zhu, Yuchen Wei, Zuotong Wu, Kaisheng Ma |
| 2025 | ICML | CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models. | Sen Peng, Mingyue Wang, Jianfei He, Jijia Yang, Xiaohua Jia |
| 2024 | HPCA | Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators. | Jingwei Cai, Zuotong Wu, Sen Peng, Yuchen Wei, Zhanhong Tan, Guiming Shi, Mingyu Gao, Kaisheng Ma |
| 2024 | NAACL | Contrastive Preference Learning for Neural Machine Translation. | Jianfei He, Shichao Sun, Sen Peng, Jie Xu, Xiaohua Jia, Wenjie Li |
| 2024 | WISE | Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process. | Sen Peng, Yufei Chen, Cong Wang, Xiaohua Jia |
| 2023 | ISCA | Inter-layer Scheduling Space Definition and Exploration for Tiled Accelerators. | Jingwei Cai, Yuchen Wei, Zuotong Wu, Sen Peng, Kaisheng Ma |