Hung Le 0002 - researchr alias

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Viewing Publication 1 - 24 from 24

2026

SPaCe: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum LearningVan Dai Do, Manh Nguyen, Svetha Venkatesh, Hung Le 0002. acl 2026: 3480-3507 [doi]

Do Domain-specific Experts exist in MoE-based LLMs?Giang Do, Hung Le 0002, Truyen Tran 0001. acl 2026: 2324-2340 [doi]

Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language ModelsManh Nguyen, Sunil Gupta 0001, Hung Le 0002. AAAI 2026: 32546-32554 [doi]

2025

Navigating Social Dilemmas with LLM-based Agents via Consideration of Future ConsequencesDung Nguyen 0001, Hung Le 0002, Kien Do, Sunil Gupta 0001, Svetha Venkatesh, Truyen Tran 0001. IJCAI 2025: 223-231 [doi]

Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series ForecastingHung Le 0002, Sherif Abbas, Minh Hoang Nguyen, Van Dai Do, Huu Hiep Nguyen, Dung Nguyen 0001. icdm 2025: 1340-1349 [doi]

Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language ModelsHung Le 0002, Van Dai Do, Dung Nguyen 0001, Svetha Venkatesh. tmlr, 2025, 2025. [doi]

Multi-Reference Preference Optimization for Large Language ModelsHung Le 0002, Quan Hung Tran, Dung Nguyen 0001, Kien Do, Saloni Mittal, Kelechi Ogueji, Svetha Venkatesh. AAAI 2025: 24375-24383 [doi]

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement LearningHung Le 0002, Dung Nguyen 0001, Kien Do, Sunil Gupta 0001, Svetha Venkatesh. iclr 2025: [doi]

Automatic Prompt Selection for Large Language ModelsViet-Tung Do, Xuan Quang Nguyen, Van-Khanh Hoang, Duy-Hung Nguyen, Shahab Sabahi, Jeff Yang, Hajime Hotta, Minh-Tien Nguyen, Hung Le 0002. pakdd 2025: 91-102 [doi]

Dynamic Steering With Episodic Memory For Large Language ModelsVan Dai Do, Quan Hung Tran, Svetha Venkatesh, Hung Le 0002. acl 2025: 13731-13749 [doi]

On the Role of Discrete Representation in Sparse Mixture of ExpertsGiang Do, Kha Pham, Hung Le 0002, Truyen Tran 0001. tmlr, 2025, 2025. [doi]

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational CollapseGiang Do, Hung Le 0002, Truyen Tran 0001. naacl 2025: 2012-2025 [doi]

Sample Efficient Alignment Learning With Episodic ControlVan Dai Do, Quan Hung Tran, Ahmed Kirmani, Lu Zhang, Hung Le 0002. emnlp 2025: 10601-10618 [doi]

Reinforcement Learning for Causal Discovery without Acyclicity ConstraintsBao Duong, Hung Le 0002, Biwei Huang, Thin Nguyen. tmlr, 2025, 2025. [doi]

LaGR-SEQ: Language-guided reinforcement learning with sample-efficient queryingThommen Karimpanal George, Buddhika Laknath Semage, Santu Rana, Hung Le 0002, Truyen Tran 0001, Sunil Gupta 0001, Svetha Venkatesh. nca, 37(18):12447-12470, June 2025. [doi]

Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerMinh Hoang Nguyen, Linh Le Pham Van, Thommen George Karimpanal, Sunil Gupta 0001, Hung Le 0002. IJCAI 2025: 5994-6002 [doi]

Federated Domain Generalization with Latent Space InversionRagja Palakkadavath, Hung Le 0002, Thanh Nguyen-Tang, Svetha Venkatesh, Sunil Gupta 0001. icdm 2025: 642-651 [doi]

Fair Domain Generalization with Heterogeneous Sensitive Attributes Across DomainsRagja Palakkadavath, Hung Le 0002, Thanh Nguyen-Tang, Sunil Gupta 0001, Svetha Venkatesh. wacv 2025: 7389-7398 [doi]

Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding ClusteringKha Pham, Hung Le 0002, Man Ngo, Truyen Tran 0001. iclr 2025: [doi]

DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-Domain Reinforcement LearningLinh Le Pham Van, Minh Hoang Nguyen, Duc Kieu, Hung Le 0002, Hung The Tran, Sunil Gupta 0001. ecai 2025: 2331-2338 [doi]

Hybrid Cross-Domain Robust Reinforcement LearningLinh Le Pham Van, Minh Hoang Nguyen, Hung Le 0002, Hung The Tran, Sunil Gupta 0001. pkdd 2026: 112-128 [doi]

Accelerated experimental design using a human-AI teaming frameworkArun Kumar Anjanapura Venkatesh, Alistair Shilton, Sunil Gupta 0001, Shannon Ryan, Majid Abdolshah, Hung Le 0002, Santu Rana, Julian Berk, Mahad Rashid, Svetha Venkatesh. kbs, 315:113138, 2025. [doi]

2024

Plug, Play, and Generalize: Length Extrapolation with Pointer-Augmented Neural MemoryHung Le 0002, Dung Nguyen 0001, Kien Do, Svetha Venkatesh, Truyen Tran 0001. tmlr, 2024, 2024. [doi]

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