| 2025 | ICLR | Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning. | Jingyang Li, Jiachun Pan, Vincent Y. F. Tan, Kim-Chuan Toh, Pan Zhou |
| 2025 | ICML | BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. | Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang |
| 2024 | CVPR | DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing. | Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai |
| 2024 | ICLR | AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models. | Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan |
| 2023 | ICLR | Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks. | Jiachun Pan, Pan Zhou, Shuicheng Yan |
| 2022 | ISIT | Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing Game. | Jiachun Pan, Yonglong Li, Vincent Y. F. Tan |
| 2021 | ISIT | Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints. | Jiachun Pan, Yonglong Li, Vincent Y. F. Tan |
| 2020 | ISIT | On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. | Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar |