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ORCIDHung Le 0003
Person information
- affiliation: Amazon
- affiliation: Salesforce Research Asia, Singapore
- affiliation (PhD 2022): Singapore Management University, School of Information System, Living Analytics Research Centre (LARC), Singapore
- affiliation: Institute for Infocomm Research, Singapore
Other persons with the same name
- Hung Le — disambiguation page
- Hung Le 0001
![[0000-0001-8223-9944]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-8223-9944")
— University of Massachusetts Amherst, MA, USA - Hung Le 0002 (aka: Thai Hung Le 0002, Hung Thai Le 0002) — Deakin University, Applied Artificial Intelligence Institute, Geelong, Australia (and 1 more)
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2020 – today
- 2024
[c16]Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty:
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. ICLR 2024- [c15]Hung Le, Doyen Sahoo, Yingbo Zhou, Caiming Xiong, Silvio Savarese:
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness. NeurIPS 2024 - [i21]Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo:
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness. CoRR abs/2407.02518 (2024) - [i20]Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo:
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models. CoRR abs/2411.04329 (2024) - 2023
- [c14]Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi:
LAVIS: A One-stop Library for Language-Vision Intelligence. ACL (demo) 2023: 31-41 - [c13]Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi:
CodeT5+: Open Code Large Language Models for Code Understanding and Generation. EMNLP 2023: 1069-1088 - [c12]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues. SIGDIAL 2023: 548-561 - [i19]Yue Wang, Hung Le, Akhilesh Deepak Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi:
CodeT5+: Open Code Large Language Models for Code Understanding and Generation. CoRR abs/2305.07922 (2023) - [i18]Nghi D. Q. Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, Steven C. H. Hoi:
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM. CoRR abs/2306.00029 (2023) - [i17]Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty:
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. CoRR abs/2310.08992 (2023) - 2022
- [c11]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. NAACL-HLT 2022: 3377-3393 - [c10]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
Multimodal Dialogue State Tracking. NAACL-HLT 2022: 3394-3415 - [c9]Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven Chu-Hong Hoi:
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning. NeurIPS 2022 - [i16]Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi:
OmniXAI: A Library for Explainable AI. CoRR abs/2206.01612 (2022) - [i15]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
Multimodal Dialogue State Tracking. CoRR abs/2206.07898 (2022) - [i14]Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven C. H. Hoi:
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning. CoRR abs/2207.01780 (2022) - [i13]Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi:
LAVIS: A Library for Language-Vision Intelligence. CoRR abs/2209.09019 (2022) - 2021
- [c8]Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur:
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. ACL/IJCNLP (1) 2021: 5651-5665 - [c7]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. ICLR 2021 - [i12]Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur:
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. CoRR abs/2101.00151 (2021) - [i11]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. CoRR abs/2103.00820 (2021) - [i10]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks. CoRR abs/2104.07921 (2021) - [i9]Hung Le, Nancy F. Chen, Steven C. H. Hoi:
C3: Compositional Counterfactual Constrastive Learning for Video-grounded Dialogues. CoRR abs/2106.08914 (2021) - 2020
- [j1]Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi:
Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation. Comput. Speech Lang. 63: 101095 (2020) - [c6]Hung Le, Steven C. H. Hoi:
Video-Grounded Dialogues with Pretrained Generation Language Models. ACL 2020: 5842-5848 - [c5]Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi:
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. EMNLP (1) 2020: 1846-1859 - [c4]Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi:
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. EMNLP (1) 2020: 1860-1877 - [c3]Hung Le, Richard Socher, Steven C. H. Hoi:
Non-Autoregressive Dialog State Tracking. ICLR 2020 - [i8]Hung Le, Richard Socher, Steven C. H. Hoi:
Non-Autoregressive Dialog State Tracking. CoRR abs/2002.08024 (2020) - [i7]Hung Le, Nancy F. Chen:
Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge. CoRR abs/2002.10695 (2020) - [i6]Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi:
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. CoRR abs/2004.14307 (2020) - [i5]Hung Le, Steven C. H. Hoi:
Video-Grounded Dialogues with Pretrained Generation Language Models. CoRR abs/2006.15319 (2020) - [i4]Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi:
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. CoRR abs/2010.10095 (2020)
2010 – 2019
- 2019
- [c2]Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi:
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems. ACL (1) 2019: 5612-5623 - [c1]Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi:
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging. KDD 2019: 2260-2268 - [i3]Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi:
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems. CoRR abs/1907.01166 (2019) - [i2]Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi:
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging. CoRR abs/1909.11946 (2019) - 2018
- [i1]Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi:
URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection. CoRR abs/1802.03162 (2018)
Coauthor Index
aka: Steven Chu-Hong Hoi
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