Hung Le

44 papers · 2018–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (12) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (10) 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (19) 👑 Triple Crown 🏆 Grand Slam 🏆 Keyword Champion (6) 💎 Century Club (43) 📈 Trend Setter ⚡ Prolific Year (5) 🗃️ Keyword Collector (169) 🔥 Unstoppable (8)

Conferences

ICLR (9) NAACL (6) ACL (5) NIPS (5) AAAI (4) EMNLP (4) IJCAI (4) ICML (3) ACML (1) ECCV (1) IJCNLP (1) WACV (1)

Top co-authors

Svetha Venkatesh (19) Truyen Tran (14) Sunil Gupta (8) Dung Nguyen (8) Kien Do (8) Doyen Sahoo (6) Nancy Chen (5) Steven C.H. Hoi (5) Steven Hoi (5) Silvio Savarese (4)

Research topics

Computer Vision (1)

Keywords

large language model (8) multimodal learning (8) video-grounded dialogue (6) dialogue system (6) episodic memory (4) video understanding (4) code generation (4) visual question answering (3) transfer learning (3) representation learning (3) reinforcement 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

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

Sample Efficient Alignment Learning With Episodic Control EMNLP 2025

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning ICLR 2025

Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer IJCAI 2025

Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025

Dynamic Steering With Episodic Memory For Large Language Models ACL 2025

Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences IJCAI 2025

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025

Multi-Reference Preference Optimization for Large Language Models AAAI 2025

SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025

CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models NAACL 2025

INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NIPS 2024

Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach IJCAI 2024

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules ICLR 2024

Learning Representations for Hierarchies with Minimal Support NIPS 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

Neurocoder: General-Purpose Computation Using Stored Neural Programs ICML 2022

CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022

Towards Effective and Robust Neural Trojan Defenses via Input Filtering ECCV 2022

Episodic Policy Gradient Training AAAI 2022

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback NAACL 2022

Multimodal Dialogue State Tracking NAACL 2022

VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL 2022

Generative Pseudo-Inverse Memory ICLR 2022

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

Model-Based Episodic Memory Induces Dynamic Hybrid Controls NIPS 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ACL 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue IJCNLP 2021

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

Video-Grounded Dialogues with Pretrained Generation Language Models ACL 2020

BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues EMNLP 2020

Neural Stored-program Memory ICLR 2020

Learning to Remember More with Less Memorization ICLR 2019

Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ACL 2019

Variational Memory Encoder-Decoder NIPS 2018