Sun, Haoyuan

13 publications

TMLR 2026 Calibration Enhanced Decision Maker: Towards Trustworthy Sequential Decision-Making with Large Sequence Models Haoyuan Sun, Bo Xia, Yifu Luo, Tiantian Zhang, Xueqian Wang

TMLR 2025 Diffusion-RainbowPA: Improvements Integrated Preference Alignment for Diffusion-Based Text-to-Image Generation Haoyuan Sun, Bin Liang, Bo Xia, Jiaqi Wu, Yifei Zhao, Kai Qin, Yongzhe Chang, Xueqian Wang

ICLR 2025 Entropy-Based Activation Function Optimization: A Method on Searching Better Activation Functions Haoyuan Sun, Zihao Wu, Bo Xia, Pu Chang, Zibin Dong, Yifu Yuan, Yongzhe Chang, Xueqian Wang

AAAI 2025 Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through F-Divergence Minimization Haoyuan Sun, Bo Xia, Yongzhe Chang, Xueqian Wang

L4DC 2025 Meta-Learning for Adaptive Control with Automated Mirror Descent Sunbochen Tang, Haoyuan Sun, Navid Azizan

NeurIPS 2025 Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation Yifu Luo, Xinhao Hu, Keyu Fan, Haoyuan Sun, Zeyu Chen, Bo Xia, Tiantian Zhang, Yongzhe Chang, Xueqian Wang

NeurIPSW 2024 A Method on Searching Better Activation Functions Haoyuan Sun, Zihao Wu, Bo Xia, Pu Chang, Zibin Dong, Yifu Yuan, Yongzhe Chang, Xueqian Wang

NeurIPSW 2024 Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through $f$-Divergence Minimization Haoyuan Sun, Bo Xia, Yongzhe Chang, Xueqian Wang

ICMLW 2024 Generalizing Offline Alignment Theoretical Paradigm with Diverse Divergence Constraints Haoyuan Sun, Yuxin Zheng, Yifei Zhao, Yongzhe Chang, Xueqian Wang

JMLR 2023 A Unified Approach to Controlling Implicit Regularization via Mirror Descent Haoyuan Sun, Khashayar Gatmiry, Kwangjun Ahn, Navid Azizan

NeurIPS 2022 Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently Haoyuan Sun, Kwangjun Ahn, Christos Thrampoulidis, Navid Azizan

NeurIPS 2021 Perturbation-Based Regret Analysis of Predictive Control in Linear Time Varying Systems Yiheng Lin, Yang Hu, Guanya Shi, Haoyuan Sun, Guannan Qu, Adam Wierman

NeurIPS 2019 Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization Gautam Goel, Yiheng Lin, Haoyuan Sun, Adam Wierman