PPaperPicks

Hung Le

Deakin University, Applied Artificial Intelligence Institute, Geelong, Australia

23 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3126-184X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×3ECAI ×3IJCAI ×3AAAI ×2AAMAS ×2ECML-PKDD ×2ICDM ×2ICLR ×2EMNLP ×1ISSTA ×1NAACL ×1WACV ×1

Frequent coauthors

Svetha Venkatesh
×13
Sunil Gupta
×10
Dung Nguyen
×8
Truyen Tran
×7
Kien Do
×7
Dai Do
×5
Minh Hoang Nguyen
×5
Linh Le Pham Van
×3
Quan Hung Tran
×3
Giang Do
×2
Manh Nguyen
×2
Hung The Tran
×2

Papers

  1. Do Domain-specific Experts exist in MoE-based LLMs?
    ACL 2026 ·
    Giang Do
    , Hung Le,
    Truyen Tran
  2. Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models
    AAAI 2026 ·
    Manh Nguyen
    ,
    Sunil Gupta
    , Hung Le
  3. SPaCe: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum Learning
    ACL 2026 ·
    Van Dai Do
    ,
    Manh Nguyen
    ,
    Svetha Venkatesh
    , Hung Le
  4. 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
  5. Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
    IJCAI 2025 ·
    Minh Hoang Nguyen
    ,
    Linh Le Pham Van
    ,
    Thommen George Karimpanal
    ,
    Sunil Gupta
    , Hung Le
  6. DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-Domain Reinforcement Learning
    ECAI 2025 ·
    Linh Le Pham Van
    ,
    Minh Hoang Nguyen
    ,
    Duc Kieu
    , Hung Le,
    Hung The Tran
    ,
    Sunil Gupta
  7. Dynamic Steering With Episodic Memory For Large Language Models
    ACL 2025 ·
    Van Dai Do
    ,
    Quan Hung Tran
    ,
    Svetha Venkatesh
    , Hung Le
  8. Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains
    WACV 2025 ·
    Ragja Palakkadavath
    , Hung Le,
    Thanh Nguyen-Tang
    ,
    Sunil Gupta
    ,
    Svetha Venkatesh
  9. Federated Domain Generalization with Latent Space Inversion
    ICDM 2025 ·
    Ragja Palakkadavath
    , Hung Le,
    Thanh Nguyen-Tang
    ,
    Svetha Venkatesh
    ,
    Sunil Gupta
  10. Hybrid Cross-Domain Robust Reinforcement Learning
    ECML-PKDD 2025 ·
    Linh Le Pham Van
    ,
    Minh Hoang Nguyen
    , Hung Le,
    Hung The Tran
    ,
    Sunil Gupta
  11. 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
  12. 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
  13. 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
  14. Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
    ICLR 2025 ·
    Kha Pham
    , Hung Le,
    Man Ngo
    ,
    Truyen Tran
  15. Sample Efficient Alignment Learning With Episodic Control
    EMNLP 2025 ·
    Van Dai Do
    ,
    Quan Hung Tran
    ,
    Ahmed Kirmani
    ,
    Lu Zhang
    , Hung Le
  16. SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse
    NAACL 2025 ·
    Giang Do
    , Hung Le,
    Truyen Tran
  17. Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
    ICLR 2025 · Hung Le,
    Dung Nguyen
    ,
    Kien Do
    ,
    Sunil Gupta
    ,
    Svetha Venkatesh
  18. Beyond Surprise: Improving Exploration Through Surprise Novelty
    AAMAS 2024 · Hung Le,
    Kien Do
    ,
    Dung Nguyen
    ,
    Svetha Venkatesh
  19. 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
  20. Large Language Model Prompting with Episodic Memory
    ECAI 2024 ·
    Dai Do
    ,
    Quan Tran
    ,
    Svetha Venkatesh
    , Hung Le
  21. 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
  22. VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction
    ISSTA 2024 ·
    Thanh-Dat Nguyen
    ,
    Tung Do-Viet
    ,
    Hung Nguyen-Duy
    ,
    Tuan-Hai Luu
    , Hung Le,
    Bach Le
    ,
    Patanamon Thongtanunam
  23. Variable-Agnostic Causal Exploration for Reinforcement Learning
    ECML-PKDD 2024 ·
    Minh Hoang Nguyen
    , Hung Le,
    Svetha Venkatesh