Wotao Yin
University of California, Los Angeles
H-index: 80
North America-United States
Top articles of Wotao Yin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Decomposition Methods for Global Solution of Mixed-Integer Linear Programs | SIAM Journal on Optimization | Kaizhao Sun Mou Sun Wotao Yin | 2024/6/30 |
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark | arXiv preprint arXiv:2402.11592 | Yihua Zhang Pingzhi Li Junyuan Hong Jiaxiang Li Yimeng Zhang | 2024/2/18 |
Efficient Algorithms for Sum-of-Minimum Optimization | arXiv preprint arXiv:2402.07070 | Lisang Ding Ziang Chen Xinshang Wang Wotao Yin | 2024/2/11 |
Rethinking the Capacity of Graph Neural Networks for Branching Strategy | arXiv preprint arXiv:2402.07099 | Ziang Chen Jialin Liu Xiaohan Chen Xinshang Wang Wotao Yin | 2024/2/11 |
Vertical asynchronous federated learning: algorithms and theoretic guarantees | Tianyi Chen Xiao Jin Yuejiao Sun Wotao Yin | 2024/1/1 | |
Alternating Projected SGD for Equality-constrained Bilevel Optimization | Quan Xiao Han Shen Wotao Yin Tianyi Chen | 2023/4/11 | |
Towards constituting mathematical structures for learning to optimize | Jialin Liu Xiaohan Chen Zhangyang Wang Wotao Yin HanQin Cai | 2023/7/3 | |
MindOpt Adapter for CPLEX Benchmarking Performance Analysis | arXiv preprint arXiv:2312.13527 | Mou Sun Tao Li Wotao Yin | 2023/12/21 |
SKTformer: A Skeleton Transformer for Long Sequence Data | Tian Zhou Jianqing Zhu Jialin Liu Kun Yuan Tao Yao | 2022/9/29 | |
DSGD-CECA: decentralized SGD with communication-optimal exact consensus algorithm | Lisang Ding Kexin Jin Bicheng Ying Kun Yuan Wotao Yin | 2023/7/3 | |
Two-Stage Learning to Branch in Branch-Price-and-Cut Algorithms for Solving Vehicle Routing Problems Exactly | https://drive.google.com/file/d/1hxKO2R3OVxiFzTt-7yqSdbqeJ3DYV3Pz/view?usp=drive_link | Zhengzhong You Yu Yang Xinshang Wang Wotao Yin | 2023/10/9 |
Safeguarded learned convex optimization | Proceedings of the AAAI Conference on Artificial Intelligence | Howard Heaton Xiaohan Chen Zhangyang Wang Wotao Yin | 2023/6/26 |
DIG-MILP: a Deep Instance Generator for Mixed-Integer Linear Programming with Feasibility Guarantee | arXiv preprint arXiv:2310.13261 | Haoyu Wang Jialin Liu Xiaohan Chen Xinshang Wang Pan Li | 2023/10/20 |
Attentional-Biased Stochastic Gradient Descent | Transactions on Machine Learning Research | Qi Qi Yi Xu Wotao Yin Rong Jin Tianbao Yang | 2023/5 |
From the simplex to the sphere: faster constrained optimization using the Hadamard parametrization | Information and Inference: A Journal of the IMA | Qiuwei Li Daniel McKenzie Wotao Yin | 2023/9 |
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression | arXiv preprint arXiv:2305.07612 | Yutong He Xinmeng Huang Yiming Chen Wotao Yin Kun Yuan | 2023/5/12 |
MindOpt Tuner: Boost the Performance of Numerical Software by Automatic Parameter Tuning | arXiv preprint arXiv:2307.08085 | Mengyuan Zhang Wotao Yin Mengchang Wang Yangbin Shen Peng Xiang | 2023/7/16 |
Wasserstein-Based Projections with Applications to Inverse Problems | SIAM Journal on Mathematics of Data Science | Howard Heaton Samy Wu Fung Alex Tong Lin Stanley Osher Wotao Yin | 2022 |
Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators | Ernest K Ryu Wotao Yin | 2022/12/1 | |
Scaled relative graphs: Nonexpansive operators via 2D Euclidean geometry | Mathematical Programming | Ernest K Ryu Robert Hannah Wotao Yin | 2022/7 |
Co-Authors
