PPaperPicks

Yinyu Ye

12 papers at tracked venues · 10 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICML ×4AAAI ×3NeurIPS ×2COLT ×1ICLR ×1UAI ×1

Frequent coauthors

Dongdong Ge
×5
Wenzhi Gao
×4
Qi Deng
×4
Chenyu Xue
×3
Ya-Chi Chu
×2
Madeleine Udell
×2
Chuwen Zhang
×2
Chenghan Xie
×2
Yushun Zhang
×1
Congliang Chen
×1
Ziniu Li
×1
Tian Ding
×1

Papers

  1. Adam-mini: Use Fewer Learning Rates To Gain More
    ICLR 2025 ·
    Yushun Zhang
    ,
    Congliang Chen
    ,
    Ziniu Li
    ,
    Tian Ding
    ,
    Chenwei Wu
    ,
    Diederik P. Kingma
    , Yinyu Ye,
    Zhi-Quan Luo
    ,
    Ruoyu Sun
  2. Gradient Methods with Online Scaling
    COLT 2025 ·
    Wenzhi Gao
    ,
    Ya-Chi Chu
    , Yinyu Ye,
    Madeleine Udell
  3. Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent
    ICML 2025 ·
    Ya-Chi Chu
    ,
    Wenzhi Gao
    , Yinyu Ye,
    Madeleine Udell
  4. Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
    NeurIPS 2025 ·
    Yitian Chen
    ,
    Jingfan Xia
    ,
    Siyu Shao
    ,
    Dongdong Ge
    , Yinyu Ye
  5. Wait-Less Offline Tuning and Re-solving for Online Decision Making
    ICML 2025 ·
    Jingruo Sun
    ,
    Wenzhi Gao
    ,
    Ellen Vitercik
    , Yinyu Ye
  6. A Homogenization Approach for Gradient-Dominated Stochastic Optimization
    UAI 2024 ·
    Jiyuan Tan
    ,
    Chenyu Xue
    ,
    Chuwen Zhang
    ,
    Qi Deng
    ,
    Dongdong Ge
    , Yinyu Ye
  7. A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes
    ICML 2024 ·
    Zhenwei Lin
    ,
    Chenyu Xue
    ,
    Qi Deng
    , Yinyu Ye
  8. Achieving Õ(1/ε) Sample Complexity for Constrained Markov Decision Process
    NeurIPS 2024 ·
    Jiashuo Jiang
    , Yinyu Ye
  9. Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods
    ICML 2024 ·
    Wenzhi Gao
    ,
    Chunlin Sun
    ,
    Chenyu Xue
    , Yinyu Ye
  10. Learning to Pivot as a Smart Expert
    AAAI 2024 ·
    Tianhao Liu
    ,
    Shanwen Pu
    ,
    Dongdong Ge
    , Yinyu Ye
  11. Sketched Newton Value Iteration for Large-Scale Markov Decision Processes
    AAAI 2024 ·
    Jinsong Liu
    ,
    Chenghan Xie
    ,
    Qi Deng
    ,
    Dongdong Ge
    , Yinyu Ye
  12. Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness
    AAAI 2024 ·
    Chenghan Xie
    ,
    Chenxi Li
    ,
    Chuwen Zhang
    ,
    Qi Deng
    ,
    Dongdong Ge
    , Yinyu Ye