PPaperPicks

Truyen Tran

Deakin University, Center for Pattern Recognition and Data Analyticss (PRaDA), Geelong, Australia

16 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6531-8907 ↗Homepage ↗

Venues

AAAI ×5ACL ×2ECAI ×2IJCAI ×2AAMAS ×1BMVC ×1ICDM ×1ICLR ×1NAACL ×1

Frequent coauthors

Hung Le
×7
Dung Nguyen
×6
Svetha Venkatesh
×6
Thao Minh Le
×5
Kien Do
×5
Sunil Gupta
×5
Phuoc Nguyen
×3
Thong Bach
×2
Giang Do
×2
Tuyen Tran
×2
Quang-Hung Le
×2
Long Van Tran
×1

Papers

  1. Continual Safety Alignment via Gradient-Based Sample Selection
    ACL 2026 ·
    Thong Bach
    ,
    Dung Nguyen
    ,
    Thao Minh Le
    , Truyen Tran
  2. Do Domain-specific Experts exist in MoE-based LLMs?
    ACL 2026 ·
    Giang Do
    ,
    Hung Le
    , Truyen Tran
  3. Rethinking Deep Alignment Through the Lens of Incomplete Safety Learning
    AAAI 2026 ·
    Thong Bach
    ,
    Dung Nguyen
    ,
    Thao Minh Le
    , Truyen Tran
  4. Robust SDE Parameter Estimation Under Missing Time Information Setting
    AAAI 2026 ·
    Long Van Tran
    , Truyen Tran,
    Phuoc Nguyen
  5. Learning Structural Causal Models from Ordering: Identifiable Flow Models
    AAAI 2025 ·
    Minh Khoa Le
    ,
    Kien Do
    , Truyen Tran
  6. 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
  7. 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
  8. Planner-Refiner: Dynamic Space-Time Refinement for Vision-Language Alignment in Videos
    ECAI 2025 ·
    Tuyen Tran
    ,
    Thao Minh Le
    ,
    Quang-Hung Le
    , Truyen Tran
  9. Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models
    AAAI 2025 ·
    Quang-Hung Le
    ,
    Long Hoang Dang
    ,
    Ngan Hoang Le
    , Truyen Tran,
    Thao Minh Le
  10. Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
    ICLR 2025 ·
    Kha Pham
    ,
    Hung Le
    ,
    Man Ngo
    , Truyen Tran
  11. Score-Based Integrated Gradient for Root Cause Explanations of Outliers
    ICDM 2025 ·
    Phuoc Nguyen
    , Truyen Tran,
    Sunil Gupta
    ,
    Svetha Venkatesh
  12. SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse
    NAACL 2025 ·
    Giang Do
    ,
    Hung Le
    , Truyen Tran
  13. 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
  14. 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
  15. Root Cause Explanation of Outliers under Noisy Mechanisms
    AAAI 2024 ·
    Phuoc Nguyen
    , Truyen Tran,
    Sunil Gupta
    ,
    Thin Nguyen
    ,
    Svetha Venkatesh
  16. Unified Compositional Query Machine with Multimodal Consistency for Video-based Human Activity Recognition
    BMVC 2024 ·
    Tuyen Tran
    ,
    Thao Minh Le
    ,
    Duy Hung Tran
    , Truyen Tran