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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

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Venues

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

Frequent coauthors

Dung Nguyen
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Thong Bach
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Giang Do
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Tuyen Tran
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Phuoc Nguyen
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Long Van Tran
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Minh Khoa Le
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Quang-Hung Le
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Kha Pham
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Kien Do
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Papers

  1. Continual Safety Alignment via Gradient-Based Sample Selection
    ACL 2026 ·
    Thong Bach
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  2. Do Domain-specific Experts exist in MoE-based LLMs?
    ACL 2026 ·
    Giang Do
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  3. Rethinking Deep Alignment Through the Lens of Incomplete Safety Learning
    AAAI 2026 ·
    Thong Bach
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  4. Robust SDE Parameter Estimation Under Missing Time Information Setting
    AAAI 2026 ·
    Long Van Tran
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  5. Learning Structural Causal Models from Ordering: Identifiable Flow Models
    AAAI 2025 ·
    Minh Khoa Le
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  6. Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
    AAMAS 2025 ·
    Dung Nguyen
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  7. Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
    IJCAI 2025 ·
    Dung Nguyen
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  8. Planner-Refiner: Dynamic Space-Time Refinement for Vision-Language Alignment in Videos
    ECAI 2025 ·
    Tuyen Tran
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  9. Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models
    AAAI 2025 ·
    Quang-Hung Le
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  10. Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
    ICLR 2025 ·
    Kha Pham
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  11. Score-Based Integrated Gradient for Root Cause Explanations of Outliers
    ICDM 2025 ·
    Phuoc Nguyen
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  12. SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse
    NAACL 2025 ·
    Giang Do
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  13. Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach
    IJCAI 2024 ·
    Dung Nguyen
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  14. Revisiting the Dataset Bias Problem from a Statistical Perspective
    ECAI 2024 ·
    Kien Do
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  15. Root Cause Explanation of Outliers under Noisy Mechanisms
    AAAI 2024 ·
    Phuoc Nguyen
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  16. Unified Compositional Query Machine with Multimodal Consistency for Video-based Human Activity Recognition
    BMVC 2024 ·
    Tuyen Tran
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