Hung Le
45 papers · 2018–2026 · 12 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π Academic Marathon (7)
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Dynamic Duo
(19)
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(6)
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Century Club
(43)
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Trend Setter
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(5)
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Keyword Collector
(169)
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(8)
Conferences
ICLR (9)
ACL (6)
NAACL (6)
NIPS (5)
AAAI (4)
EMNLP (4)
IJCAI (4)
ICML (3)
ACML (1)
ECCV (1)
IJCNLP (1)
WACV (1)
Top co-authors
Research topics
Keywords
large language model
(8)
multimodal learning
(8)
video-grounded dialogue
(6)
dialogue system
(6)
episodic memory
(4)
video understanding
(4)
code generation
(4)
reinforcement learning
(4)
visual question answering
(3)
transfer learning
(3)
representation learning
(3)
multi-agent system
(3)
transformer network
(2)
theory of mind
(2)
model alignment
(2)
reward model
(2)
pretrained language model
(2)
visual reasoning
(2)
dialogue generation
(2)
domain generalization
(2)
Papers
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
ACL 2026
Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models
AAAI 2026
Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
ICLR 2025
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains
WACV 2025
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
ICLR 2025
Sample Efficient Alignment Learning With Episodic Control
EMNLP 2025
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
NAACL 2025
Dynamic Steering With Episodic Memory For Large Language Models
ACL 2025
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
IJCAI 2025
Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
IJCAI 2025
Multi-Reference Preference Optimization for Large Language Models
AAAI 2025
SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse
NAACL 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling
NAACL 2025
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
NIPS 2024
Learning Representations for Hierarchies with Minimal Support
NIPS 2024
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
ICLR 2024
Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach
IJCAI 2024
CodeT5+: Open Code Large Language Models for Code Understanding and Generation
EMNLP 2023
Memory-Augmented Theory of Mind Network
AAAI 2023
LAVIS: A One-stop Library for Language-Vision Intelligence
ACL 2023
Domain Generalization with Interpolation Robustness
ACML 2023
Improving Out-of-distribution Generalization with Indirection Representations
ICLR 2023
Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training
IJCAI 2023
Generative Pseudo-Inverse Memory
ICLR 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
NIPS 2022
Neurocoder: General-Purpose Computation Using Stored Neural Programs
ICML 2022
Towards Effective and Robust Neural Trojan Defenses via Input Filtering
ECCV 2022
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems
NAACL 2022
Multimodal Dialogue State Tracking
NAACL 2022
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback
NAACL 2022
Episodic Policy Gradient Training
AAAI 2022
Model-Based Episodic Memory Induces Dynamic Hybrid Controls
NIPS 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
IJCNLP 2021
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues
ICLR 2021
A New Representation of Successor Features for Transfer across Dissimilar Environments
ICML 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
ACL 2021
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues
EMNLP 2020
Video-Grounded Dialogues with Pretrained Generation Language Models
ACL 2020
Neural Stored-program Memory
ICLR 2020
Non-Autoregressive Dialog State Tracking
ICLR 2020
Self-Attentive Associative Memory
ICML 2020
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues
EMNLP 2020
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems
ACL 2019
Learning to Remember More with Less Memorization
ICLR 2019
Variational Memory Encoder-Decoder
NIPS 2018