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Guang Lin

6 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2AISTATS ×1ICML ×1NeurIPS ×1UAI ×1

Frequent coauthors

Haoyang Zheng
×3
Wei Deng
×3
Hengrong Du
×2
Qifan Song
×2
Ruqi Zhang
×1
Rajdeep Haldar
×1
Ziyi Wang
×1
Yue Xing
×1
Christian Moya
×1
Qi Feng
×1
Wenjie Li
×1
Jean Honorio
×1

Papers

  1. Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange
    AAAI 2026 ·
    Haoyang Zheng
    ,
    Hengrong Du
    ,
    Ruqi Zhang
    , Guang Lin
  2. LLM Safety Alignment is Divergence Estimation in Disguise
    NeurIPS 2025 ·
    Rajdeep Haldar
    ,
    Ziyi Wang
    , Guang Lin,
    Yue Xing
    ,
    Qifan Song
  3. Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo
    AISTATS 2024 ·
    Haoyang Zheng
    ,
    Wei Deng
    ,
    Christian Moya
    , Guang Lin
  4. Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
    ICML 2024 ·
    Haoyang Zheng
    ,
    Hengrong Du
    ,
    Qi Feng
    ,
    Wei Deng
    , Guang Lin
  5. Federated X-armed Bandit
    AAAI 2024 ·
    Wenjie Li
    ,
    Qifan Song
    ,
    Jean Honorio
    , Guang Lin
  6. On Convergence of Federated Averaging Langevin Dynamics
    UAI 2024 ·
    Wei Deng
    ,
    Qian Zhang
    ,
    Yian Ma
    ,
    Zhao Song
    , Guang Lin