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Yibo Wang

14 papers at tracked venues · 14 at CORE A* · active 2024–2025

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Venues

NeurIPS ×6ICML ×4AAAI ×3WWW ×1

Frequent coauthors

Lijun Zhang
×14
Wenhao Yang
×7
Yuanyu Wan
×5
Wei Jiang
×5
Sifan Yang
×3
Qingguo Chen
×3
Zhao Xu
×3
Weihua Luo
×3
Kaifu Zhang
×3
Shiyin Lu
×3
Bing Wang
×3
Guangda Huzhang
×2

Papers

  1. Dimension-Free Adaptive Subgradient Methods with Frequent Directions
    ICML 2025 ·
    Sifan Yang
    ,
    Yuanyu Wan
    ,
    Peijia Li
    , Yibo Wang,
    Xiao Zhang
    ,
    Zhewei Wei
    ,
    Lijun Zhang
  2. Revisiting Projection-Free Online Learning with Time-Varying Constraints
    AAAI 2025 · Yibo Wang,
    Yuanyu Wan
    ,
    Lijun Zhang
  3. SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
    NeurIPS 2025 · Yibo Wang,
    Guangda Huzhang
    ,
    Qingguo Chen
    ,
    Zhao Xu
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Lijun Zhang
  4. Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation
    AAAI 2025 · Yibo Wang,
    Yingchun Jian
    ,
    Wenhao Yang
    ,
    Shiyin Lu
    ,
    Lei Shen
    ,
    Bing Wang
    ,
    Xiaoyi Zeng
    ,
    Lijun Zhang
  5. Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
    NeurIPS 2025 · Yibo Wang,
    Hai-Long Sun
    ,
    Guangda Huzhang
    ,
    Qingguo Chen
    ,
    Zhao Xu
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Lijun Zhang
  6. Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
    NeurIPS 2024 ·
    Wei Jiang
    ,
    Sifan Yang
    , Yibo Wang,
    Lijun Zhang
  7. Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
    NeurIPS 2024 ·
    Sijia Chen
    , Yibo Wang,
    Yi-Feng Wu
    ,
    Qingguo Chen
    ,
    Zhao Xu
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Lijun Zhang
  8. High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails
    ICML 2024 ·
    Langqi Liu
    , Yibo Wang,
    Lijun Zhang
  9. Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees
    AAAI 2024 · Yibo Wang,
    Wenhao Yang
    ,
    Wei Jiang
    ,
    Shiyin Lu
    ,
    Bing Wang
    ,
    Haihong Tang
    ,
    Yuanyu Wan
    ,
    Lijun Zhang
  10. Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning
    WWW 2024 ·
    Wenhao Yang
    ,
    Yingchun Jian
    , Yibo Wang,
    Shiyin Lu
    ,
    Lei Shen
    ,
    Bing Wang
    ,
    Haihong Tang
    ,
    Lijun Zhang
  11. Online Composite Optimization Between Stochastic and Adversarial Environments
    NeurIPS 2024 · Yibo Wang,
    Sijia Chen
    ,
    Wei Jiang
    ,
    Wenhao Yang
    ,
    Yuanyu Wan
    ,
    Lijun Zhang
  12. Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization
    ICML 2024 ·
    Wei Jiang
    ,
    Sifan Yang
    ,
    Wenhao Yang
    , Yibo Wang,
    Yuanyu Wan
    ,
    Lijun Zhang
  13. Small-loss Adaptive Regret for Online Convex Optimization
    ICML 2024 ·
    Wenhao Yang
    ,
    Wei Jiang
    , Yibo Wang,
    Ping Yang
    ,
    Yao Hu
    ,
    Lijun Zhang
  14. Universal Online Convex Optimization with 1 Projection per Round
    NeurIPS 2024 ·
    Wenhao Yang
    , Yibo Wang,
    Peng Zhao
    ,
    Lijun Zhang