PPaperPicks

Sunil Gupta

Deakin University, Center for Pattern Recognition and Data Analytics, Australia

25 papers at tracked venues · 6 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4669-9940 ↗Homepage ↗

Venues

ECML-PKDD ×5IJCAI ×4ICDM ×3AAAI ×2AAMAS ×2ICLR ×2NeurIPS ×2WACV ×2AISTATS ×1ECAI ×1UAI ×1

Frequent coauthors

Svetha Venkatesh
×12
Hung Le
×10
Hung The Tran
×7
Kien Do
×6
Truyen Tran
×5
Linh Le Pham Van
×4
Dung Nguyen
×4
Minh Hoang Nguyen
×3
Thin Nguyen
×3
Alistair Shilton
×3
Santu Rana
×3
Thommen Karimpanal George
×2

Papers

  1. Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models
    AAAI 2026 ·
    Manh Nguyen
    , Sunil Gupta,
    Hung Le
  2. 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
  3. Black-box Optimization with Unknown Constraints via Overparameterized Deep Neural Networks
    UAI 2025 ·
    Dat Phan-Trong
    ,
    Hung The Tran
    , Sunil Gupta
  4. Causal Discovery via Bayesian Optimization
    ICLR 2025 ·
    Bao Duong
    , Sunil Gupta,
    Thin Nguyen
  5. Designing Search Space for Unbounded Bayesian Optimization via Transfer Learning
    ECML-PKDD 2025 ·
    Quoc Anh Hoang Nguyen
    ,
    Hung The Tran
    , Sunil Gupta,
    Dung D. 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. EvoCL: Continual Learning over Evolving Domains
    WACV 2025 ·
    Vishnuprasadh Kumaravelu
    ,
    P. K. Srijith
    , Sunil Gupta
  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. High Dimensional Bayesian Optimization using Lasso Variable Selection
    AISTATS 2025 ·
    Vu Viet Hoang
    ,
    Hung The Tran
    , Sunil Gupta,
    Vu Nguyen
  11. Hybrid Cross-Domain Robust Reinforcement Learning
    ECML-PKDD 2025 ·
    Linh Le Pham Van
    ,
    Minh Hoang Nguyen
    ,
    Hung Le
    ,
    Hung The Tran
    , Sunil Gupta
  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. Reproducing Kernel Banach Space Models for Neural Networks with Application to Rademacher Complexity Analysis
    NeurIPS 2025 ·
    Alistair Shilton
    , Sunil Gupta,
    Santu Rana
    ,
    Svetha Venkatesh
  15. Score-Based Integrated Gradient for Root Cause Explanations of Outliers
    ICDM 2025 ·
    Phuoc Nguyen
    ,
    Truyen Tran
    , Sunil Gupta,
    Svetha Venkatesh
  16. Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
    ICLR 2025 ·
    Hung Le
    ,
    Dung Nguyen
    ,
    Kien Do
    , Sunil Gupta,
    Svetha Venkatesh
  17. Active Set Ordering
    NeurIPS 2024 ·
    Quoc Phong Nguyen
    , Sunil Gupta,
    Svetha Venkatesh
    ,
    Bryan Kian Hsiang Low
    ,
    Patrick Jaillet
  18. 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
  19. EMOTE: An Explainable Architecture for Modelling the Other through Empathy
    IJCAI 2024 ·
    Manisha Senadeera
    ,
    Thommen Karimpanal George
    ,
    Stephan Jacobs
    , Sunil Gupta,
    Santu Rana
  20. Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties
    ECML-PKDD 2024 ·
    A. V. Arun Kumar
    ,
    Alistair Shilton
    , Sunil Gupta,
    Santu Rana
    ,
    Stewart Greenhill
    ,
    Svetha Venkatesh
  21. Generating Realistic Tabular Data with Large Language Models
    ICDM 2024 ·
    Dang Nguyen
    , Sunil Gupta,
    Kien Do
    ,
    Thin Nguyen
    ,
    Svetha Venkatesh
  22. Improving Diversity in Black-Box Few-Shot Knowledge Distillation
    ECML-PKDD 2024 ·
    Tri-Nhan Vo
    ,
    Dang Nguyen
    ,
    Kien Do
    , Sunil Gupta
  23. PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks
    ECML-PKDD 2024 ·
    Dat Phan-Trong
    ,
    Hung The Tran
    ,
    Alistair Shilton
    , Sunil Gupta
  24. Policy Learning for Off-Dynamics RL with Deficient Support
    AAMAS 2024 ·
    Linh Le Pham Van
    ,
    Hung The Tran
    , Sunil Gupta
  25. Root Cause Explanation of Outliers under Noisy Mechanisms
    AAAI 2024 ·
    Phuoc Nguyen
    ,
    Truyen Tran
    , Sunil Gupta,
    Thin Nguyen
    ,
    Svetha Venkatesh