Sun, He

25 publications

TMLR 2026 A Survey on Federated Fine-Tuning of Large Language Models Yebo Wu, Chunlin Tian, Jingguang Li, He Sun, KaHou Tam, Zhanting Zhou, Haicheng Liao, Jing Xiong, Zhijiang Guo, Li Li, Cheng-zhong Xu

ICLR 2025 Coreset Spectral Clustering Ben Jourdan, Gregory Schwartzman, Peter Macgregor, He Sun

TMLR 2025 Dive3D: Diverse Distillation-Based Text-to-3D Generation via Score Implicit Matching Weimin Bai, Yubo Li, Wenzheng Chen, Weijian Luo, He Sun

ICML 2025 Dynamic Similarity Graph Construction with Kernel Density Estimation Steinar Laenen, Peter Macgregor, He Sun

NeurIPS 2025 FlowDAS: A Stochastic Interpolant-Based Framework for Data Assimilation Siyi Chen, Yixuan Jia, Qing Qu, He Sun, Jeffrey A Fessler

ICML 2025 Online Sparsification of Bipartite-like Clusters in Graphs Joyentanuj Das, Suranjan De, He Sun

ICML 2025 Signed Laplacians for Constrained Graph Clustering John Stewart Fabila Carrasco, He Sun

NeurIPS 2025 Uni-Instruct: One-Step Diffusion Model Through Unified Diffusion Divergence Instruction Yifei Wang, Weimin Bai, Colin Zhang, Debing Zhang, Weijian Luo, He Sun

NeurIPS 2024 An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations Weimin Bai, Yifei Wang, Wenzheng Chen, He Sun

ICML 2024 Dynamic Spectral Clustering with Provable Approximation Guarantee Steinar Laenen, He Sun

NeurIPS 2023 Fast Approximation of Similarity Graphs with Kernel Density Estimation Peter Macgregor, He Sun

ICML 2023 Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs Steinar Laenen, Bogdan Adrian Manghiuc, He Sun

ICCV 2023 Recovering a Molecule's 3D Dynamics from Liquid-Phase Electron Microscopy Movies Enze Ye, Yuhang Wang, Hong Zhang, Yiqin Gao, Huan Wang, He Sun

AISTATS 2023 Reinforcement Learning with Stepwise Fairness Constraints Zhun Deng, He Sun, Steven Wu, Linjun Zhang, David Parkes

ICML 2022 A Tighter Analysis of Spectral Clustering, and Beyond Peter Macgregor, He Sun

AAAI 2021 Deep Probabilistic Imaging: Uncertainty Quantification and Multi-Modal Solution Characterization for Computational Imaging He Sun, Katherine L. Bouman

NeurIPS 2021 Finding Bipartite Components in Hypergraphs Peter Macgregor, He Sun

NeurIPS 2021 Hierarchical Clustering: $o(1)$-Approximation for Well-Clustered Graphs Bogdan-Adrian Manghiuc, He Sun

ICML 2021 Local Algorithms for Finding Densely Connected Clusters Peter Macgregor, He Sun

AISTATS 2020 Hermitian Matrices for Clustering Directed Graphs: Insights and Applications Mihai Cucuringu, Huan Li, He Sun, Luca Zanetti

NeurIPS 2020 Higher-Order Spectral Clustering of Directed Graphs Steinar Laenen, He Sun

CVPRW 2020 NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan Sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi

NeurIPS 2016 Communication-Optimal Distributed Clustering Jiecao Chen, He Sun, David Woodruff, Qin Zhang

COLT 2015 Partitioning Well-Clustered Graphs: Spectral Clustering Works! Richard Peng, He Sun, Luca Zanetti

ICCV 2007 Dynamic Cascades for Face Detection Rong Xiao, Huaiyi Zhu, He Sun, Xiaoou Tang