PPaperPicks

Dongsheng Ding

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

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4AAAI ×1AISTATS ×1

Frequent coauthors

Shervin Khalafi
DBLP profile ↗ORCID search ↗
×2
Botong Zhang
DBLP profile ↗ORCID search ↗
×1
Sergio Rozada
DBLP profile ↗ORCID search ↗
×1
Xinmeng Huang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Alignment of Large Language Models with Constrained Learning
    NeurIPS 2025 ·
    Botong Zhang
    DBLP profile ↗ORCID search ↗
  2. Composition and Alignment of Diffusion Models using Constrained Learning
    NeurIPS 2025 ·
    Shervin Khalafi
    DBLP profile ↗ORCID search ↗
  3. Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
    AAAI 2025 ·
    Sergio Rozada
    DBLP profile ↗ORCID search ↗
  4. Constrained Diffusion Models via Dual Training
    NeurIPS 2024 ·
    Shervin Khalafi
    DBLP profile ↗ORCID search ↗
  5. One-Shot Safety Alignment for Large Language Models via Optimal Dualization
    NeurIPS 2024 ·
    Xinmeng Huang
    DBLP profile ↗ORCID search ↗
  6. Resilient Constrained Reinforcement Learning
    AISTATS 2024 · Dongsheng Ding