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Dung Nguyen

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

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Venues

AAAI ×2AAMAS ×2IJCAI ×2ACL ×1ECAI ×1ICDM ×1ICLR ×1

Frequent coauthors

Hung Le
×8
Kien Do
×7
Svetha Venkatesh
×7
Truyen Tran
×6
Sunil Gupta
×4
Thong Bach
×2
Thao Minh Le
×2
Sherif Abbas
×1
Minh Hoang Nguyen
×1
Van Dai Do
×1
Huu Hiep Nguyen
×1
Quan Hung Tran
×1

Papers

  1. Continual Safety Alignment via Gradient-Based Sample Selection
    ACL 2026 ·
    Thong Bach
    , Dung Nguyen,
    Thao Minh Le
    ,
    Truyen Tran
  2. Rethinking Deep Alignment Through the Lens of Incomplete Safety Learning
    AAAI 2026 ·
    Thong Bach
    , Dung Nguyen,
    Thao Minh Le
    ,
    Truyen Tran
  3. Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting
    ICDM 2025 ·
    Hung Le
    ,
    Sherif Abbas
    ,
    Minh Hoang Nguyen
    ,
    Van Dai Do
    ,
    Huu Hiep Nguyen
    , Dung Nguyen
  4. Multi-Reference Preference Optimization for Large Language Models
    AAAI 2025 ·
    Hung Le
    ,
    Quan Hung Tran
    , Dung Nguyen,
    Kien Do
    ,
    Saloni Mittal
    ,
    Kelechi Ogueji
    ,
    Svetha Venkatesh
  5. Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
    AAMAS 2025 · Dung Nguyen,
    Hung Le
    ,
    Kien Do
    ,
    Sunil Gupta
    ,
    Svetha Venkatesh
    ,
    Truyen Tran
  6. Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
    IJCAI 2025 · Dung Nguyen,
    Hung Le
    ,
    Kien Do
    ,
    Sunil Gupta
    ,
    Svetha Venkatesh
    ,
    Truyen Tran
  7. Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
    ICLR 2025 ·
    Hung Le
    , Dung Nguyen,
    Kien Do
    ,
    Sunil Gupta
    ,
    Svetha Venkatesh
  8. Beyond Surprise: Improving Exploration Through Surprise Novelty
    AAMAS 2024 ·
    Hung Le
    ,
    Kien Do
    , Dung Nguyen,
    Svetha Venkatesh
  9. Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach
    IJCAI 2024 · Dung Nguyen,
    Hung Le
    ,
    Kien Do
    ,
    Sunil Gupta
    ,
    Svetha Venkatesh
    ,
    Truyen Tran
  10. Revisiting the Dataset Bias Problem from a Statistical Perspective
    ECAI 2024 ·
    Kien Do
    , Dung Nguyen,
    Hung Le
    ,
    Thao Le
    ,
    Dang Nguyen
    ,
    Haripriya Harikumar
    ,
    Truyen Tran
    ,
    Santu Rana
    ,
    Svetha Venkatesh