Yuan, Yancheng

8 publications

ICLR 2025 A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems Shulan Zhu, Chenglong Bao, Defeng Sun, Yancheng Yuan

ICCV 2025 Expressive Talking Human from Single-Image with Imperfect Priors Jun Xiang, Yudong Guo, Leipeng Hu, Boyang Guo, Yancheng Yuan, Juyong Zhang

JMLR 2025 Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees Ziwen Wang, Yancheng Yuan, Jiaming Ma, Tieyong Zeng, Defeng Sun

ICLR 2025 Unified Parameter-Efficient Unlearning for LLMs Chenlu Ding, Jiancan Wu, Yancheng Yuan, Jinda Lu, Kai Zhang, Alex Su, Xiang Wang, Xiangnan He

ICML 2024 Collective Certified Robustness Against Graph Injection Attacks Yuni Lai, Bailin Pan, Kaihuang Chen, Yancheng Yuan, Kai Zhou

NeurIPS 2023 Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion Zhengyi Yang, Jiancan Wu, Zhicai Wang, Xiang Wang, Yancheng Yuan, Xiangnan He

JMLR 2021 Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm Defeng Sun, Kim-Chuan Toh, Yancheng Yuan

ICML 2018 An Efficient Semismooth Newton Based Algorithm for Convex Clustering Yancheng Yuan, Defeng Sun, Kim-Chuan Toh