Yang, Zhiyuan

11 publications

ICLR 2026 Scaling up, Speeding up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling Shengyin Sun, Yiming Li, Xing Li, Yingzhao Lian, Weizhe Lin, Hui-Ling Zhen, Zhiyuan Yang, Xianzhi Yu, Chen Chen, Mingxuan Yuan, Chen Ma

ICLR 2026 TrimR: Verifier-Based Training-Free Thinking Trimming for Efficient Test-Time Scaling Weizhe Lin, Xing Li, Zhiyuan Yang, Xiaojin Fu, Hui-Ling Zhen, Yaoyuan Wang, Xianzhi Yu, Wulong Liu, Xiaosong Li, Mingxuan Yuan

ICLR 2025 Distribution Backtracking Builds a Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang, Ling Yang, Zejian Li, An Zhao, Chenye Meng, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun

ICCV 2025 HFD-Teacher: High-Frequency Depth Distillation from Depth Foundation Models for Enhanced Depth Completion Zhiyuan Yang, Anqi Cheng, Haiyue Zhu, Tianjiao Li, Pey Yuen Tao, Kezhi Mao

NeurIPS 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science Hang Zhang, Jiawei Sun, Renqi Chen, Wei Liu, Zhonghang Yuan, Xinzhe Zheng, Zhefan Wang, Zhiyuan Yang, Hang Yan, Hansen Zhong, Xiqing Wang, Wanli Ouyang, Fan Yang, Nanqing Dong

ECML-PKDD 2024 FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios Haizhou Du, Zhiyuan Yang

AAAI 2024 Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models Shengzhe Zhou, Zejian Li, Shengyuan Zhang, Lefan Hou, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun

ICML 2024 Smooth Tchebycheff Scalarization for Multi-Objective Optimization Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Fei Liu, Zhenkun Wang, Qingfu Zhang

ICML 2023 Continuation Path Learning for Homotopy Optimization Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang

NeurIPS 2022 Pareto Set Learning for Expensive Multi-Objective Optimization Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang

ICLR 2022 Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization Xi Lin, Zhiyuan Yang, Qingfu Zhang