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Dongsheng Ding

6 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

NeurIPS ×4AAAI ×1AISTATS ×1

Frequent coauthors

Alejandro Ribeiro
×5
Shuo Li
×2
Ignacio Hounie
×2
Osbert Bastani
×2
Shervin Khalafi
×2
Botong Zhang
×1
Sergio Rozada
×1
Antonio G. Marques
×1
Xinmeng Huang
×1
Edgar Dobriban
×1
Hamed Hassani
×1
Zhengyan Huan
×1

Papers

  1. Alignment of Large Language Models with Constrained Learning
    NeurIPS 2025 ·
    Botong Zhang
    ,
    Shuo Li
    ,
    Ignacio Hounie
    ,
    Osbert Bastani
    , Dongsheng Ding,
    Alejandro Ribeiro
  2. Composition and Alignment of Diffusion Models using Constrained Learning
    NeurIPS 2025 ·
    Shervin Khalafi
    ,
    Ignacio Hounie
    , Dongsheng Ding,
    Alejandro Ribeiro
  3. Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
    AAAI 2025 ·
    Sergio Rozada
    , Dongsheng Ding,
    Antonio G. Marques
    ,
    Alejandro Ribeiro
  4. Constrained Diffusion Models via Dual Training
    NeurIPS 2024 ·
    Shervin Khalafi
    , Dongsheng Ding,
    Alejandro Ribeiro
  5. One-Shot Safety Alignment for Large Language Models via Optimal Dualization
    NeurIPS 2024 ·
    Xinmeng Huang
    ,
    Shuo Li
    ,
    Edgar Dobriban
    ,
    Osbert Bastani
    ,
    Hamed Hassani
    , Dongsheng Ding
  6. Resilient Constrained Reinforcement Learning
    AISTATS 2024 · Dongsheng Ding,
    Zhengyan Huan
    ,
    Alejandro Ribeiro