Hung Le

According to our database, Hung Le authored at least 25 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

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

Hung Le, Doyen Sahoo, Yingbo Zhou, Caiming Xiong, Silvio Savarese

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM.

Nghi D. Q. Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, Steven C. H. Hoi

CoRR, 2023

C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues.

Hung Le, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

LAVIS: A One-stop Library for Language-Vision Intelligence.

Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

LAVIS: A Library for Language-Vision Intelligence.

Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi

CoRR, 2022

OmniXAI: A Library for Explainable AI.

Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi

CoRR, 2022

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

Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven Chu-Hong Hoi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multimodal Dialogue State Tracking.

Hung Le, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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

Hung Le, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

C³: Compositional Counterfactual Constrastive Learning for Video-grounded Dialogues.

Hung Le, Nancy F. Chen, Steven C. H. Hoi

CoRR, 2021

VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks.

Hung Le, Nancy F. Chen, Steven C. H. Hoi

CoRR, 2021

Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.

Hung Le, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 9th International Conference on Learning Representations, 2021

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

Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation.

Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi

Comput. Speech Lang., 2020

Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge.

Hung Le, Nancy F. Chen

CoRR, 2020

Non-Autoregressive Dialog State Tracking.

Hung Le, Richard Socher, Steven C. H. Hoi

Proceedings of the 8th International Conference on Learning Representations, 2020

UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.

Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Video-Grounded Dialogues with Pretrained Generation Language Models.

Hung Le, Steven C. H. Hoi

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging.

Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.

Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection.

Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi

CoRR, 2018