Hung Le

39 papers A* 8B 1Journal 22Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models.
NAACL (Long Papers)
Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo
2024 A* conf
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.
ICLR
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
2024 J jnl
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models.
CoRR
Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo
2024 A* conf
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness.
NeurIPS
Hung Le, Doyen Sahoo, Yingbo Zhou, Caiming Xiong, Silvio Savarese
2024 J jnl
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness.
CoRR
Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo
2023 B conf
C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues.
SIGDIAL
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2023 J jnl
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.
CoRR
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
2023 A* conf
CodeT5+: Open Code Large Language Models for Code Understanding and Generation.
EMNLP
Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi
2023 J jnl
CodeT5+: Open Code Large Language Models for Code Understanding and Generation.
CoRR
Yue Wang, Hung Le, Akhilesh Deepak Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi
2023 J jnl
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM.
CoRR
Nghi D. Q. Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, Steven C. H. Hoi
2023 — conf
LAVIS: A One-stop Library for Language-Vision Intelligence.
ACL (demo)
Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
2022 A* conf
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning.
NeurIPS
Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven Chu-Hong Hoi
2022 J jnl
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning.
CoRR
Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven C. H. Hoi
2022 J jnl
LAVIS: A Library for Language-Vision Intelligence.
CoRR
Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
2022 — conf
Multimodal Dialogue State Tracking.
NAACL-HLT
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022 J jnl
Multimodal Dialogue State Tracking.
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022 J jnl
OmniXAI: A Library for Explainable AI.
CoRR
Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi
2022 — conf
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems.
NAACL-HLT
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 J jnl
C
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 — conf
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
ACL/IJCNLP (1)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
CoRR
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 A* conf
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.
ICLR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 J jnl
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 J jnl
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks.
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2020 — conf
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues.
EMNLP (1)
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020 J jnl
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues.
CoRR
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020 J jnl
Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation.
Comput. Speech Lang.
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020 J jnl
Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge.
CoRR
Hung Le, Nancy F. Chen
2020 A* conf
Non-Autoregressive Dialog State Tracking.
ICLR
Hung Le, Richard Socher, Steven C. H. Hoi
2020 J jnl
Non-Autoregressive Dialog State Tracking.
CoRR
Hung Le, Richard Socher, Steven C. H. Hoi
2020 — conf
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.
EMNLP (1)
Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020 J jnl
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.
CoRR
Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020 A* conf
Video-Grounded Dialogues with Pretrained Generation Language Models.
ACL
Hung Le, Steven C. H. Hoi
2020 J jnl
Video-Grounded Dialogues with Pretrained Generation Language Models.
CoRR
Hung Le, Steven C. H. Hoi
2019 A* conf
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging.
KDD
Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
2019 J jnl
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging.
CoRR
Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
2019 — conf
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.
ACL (1)
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2019 J jnl
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.
CoRR
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2018 J jnl
URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection.
CoRR
Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi