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Hung Le

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

95

Venues

30

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

95 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIProbabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models.Manh Nguyen, Sunil Gupta, Hung Le
2026ACIIDSTagFill: Leveraging LLMs for Privacy-Preserving Administrative Form Filling via Semantic Tagging.Nam Nguyen, Hung Le, Tung Le, Huy Tien Nguyen
2026ACLEmpowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization.Yifeng Ding, Hung Le, Songyang Han, Kangrui Ruan, Zhenghui Jin, Varun Kumar, Zijian Wang, Anoop Deoras
2026ACLDo Domain-specific Experts exist in MoE-based LLMs?Giang Do, Hung Le, Truyen Tran
2026ACLSPaCe: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum Learning.Van Dai Do, Manh Nguyen, Svetha Venkatesh, Hung Le
2026ICALPCharting the Landscape of Diameter Computation on Geometric Intersection Graphs in the Plane.Timothy M. Chan, Hsien-Chih Chang, Jie Gao, Sndor Kisfaludi-Bak, Hung Le, Da Wei Zheng
2026SODACovering the Euclidean Plane by a Pair of Trees.Hung Le, Lazar Milenkovic, Shay Solomon, Tianyi Zhang
2026SODAApproximate Light Spanners in Planar Graphs.Hung Le, Shay Solomon, Cuong Than, Csaba D. Tth, Tianyi Zhang
2026STOCFine-Grained Complexity of Continuous Euclidean k-Center.Lotte Blank, Karl Bringmann, Parinya Chalermsook, Karthik C. S., Benedikt Kolbe, Hung Le, Geert van Wordragen
2026STOCSeparator Theorem for Minor-Free Graphs in Linear Time.douard Bonnet, Tuukka Korhonen, Hung Le, Jason Li, Toms Masark
2025AAAIMulti-Reference Preference Optimization for Large Language Models.Hung Le, Quan Hung Tran, Dung Nguyen, Kien Do, Saloni Mittal, Kelechi Ogueji, Svetha Venkatesh
2025ACLDynamic Steering With Episodic Memory For Large Language Models.Van Dai Do, Quan Hung Tran, Svetha Venkatesh, Hung Le
2025ECAIDmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-Domain Reinforcement Learning.Linh Le Pham Van, Minh Hoang Nguyen, Duc Kieu, Hung Le, Hung The Tran, Sunil Gupta
2025EMNLPSample Efficient Alignment Learning With Episodic Control.Van Dai Do, Quan Hung Tran, Ahmed Kirmani, Lu Zhang, Hung Le
2025FOCSTruly Subquadratic Time Algorithms for Diameter and Related Problems in Graphs of Bounded VC-dimension.Timothy M. Chan, Hsien-Chih Chang, Jie Gao, Sndor Kisfaludi-Bak, Hung Le, Da Wei Zheng
2025HCIEstimating Subjective Evaluation on Drinking Experiences Using fNIRS Sensing.Hung Le, Duc Tran Minh, Takeshi Amiya, Satoshi Tezaki, Takashi Iimure, Toru Shioi, Kazunori Miyata, Shogo Okada
2025ICDMAccelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting.Hung Le, Sherif Abbas, Minh Hoang Nguyen, Van Dai Do, Huu Hiep Nguyen, Dung Nguyen
2025ICDMFederated Domain Generalization with Latent Space Inversion.Ragja Palakkadavath, Hung Le, Thanh Nguyen-Tang, Svetha Venkatesh, Sunil Gupta
2025ICLRStable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning.Hung Le, Dung Nguyen, Kien Do, Sunil Gupta, Svetha Venkatesh
2025ICLRRapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering.Kha Pham, Hung Le, Man Ngo, Truyen Tran
2025IJCAINavigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences.Dung Nguyen, Hung Le, Kien Do, Sunil Gupta, Svetha Venkatesh, Truyen Tran
2025IJCAIBeyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer.Minh Hoang Nguyen, Linh Le Pham Van, Thommen George Karimpanal, Sunil Gupta, Hung Le
2025NAACLSimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse.Giang Do, Hung Le, Truyen Tran
2025NAACLCodeTree: Agent-guided Tree Search for Code Generation with Large Language Models.Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo
2025NAACLSuperRAG: Beyond RAG with Layout-Aware Graph Modeling.Chening Yang, Duy-Khanh Vu, Minh-Tien Nguyen, Xuan-Quang Nguyen, Linh Nguyen, Hung Le
2025PAKDDAutomatic Prompt Selection for Large Language Models.Viet-Tung Do, Xuan-Quang Nguyen, Van-Khanh Hoang, Duy-Hung Nguyen, Shahab Sabahi, Jeff Yang, Hajime Hotta, Minh-Tien Nguyen, Hung Le
2025WACVFair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains.Ragja Palakkadavath, Hung Le, Thanh Nguyen-Tang, Sunil Gupta, Svetha Venkatesh
2025SODASpanners in Planar Domains via Steiner Spanners and non-Steiner Tree Covers.Sujoy Bhore, Balzs Keszegh, Andrey Kupavskii, Hung Le, Alexandre Louvet, Dmtr Plvlgyi, Csaba D. Tth
2025SODAEmbedding Planar Graphs into Graphs of TreewidthHsien-Chih Chang, Vincent Cohen-Addad, Jonathan Conroy, Hung Le, Marcin Pilipczuk, Michal Pilipczuk
2025STOCLight Tree Covers, Routing, and Path-Reporting Oracles via Spanning Tree Covers in Doubling Graphs.Hsien-Chih Chang, Jonathan Conroy, Hung Le, Shay Solomon, Cuong Than
2025STOCDynamic Locality Sensitive Orderings in Doubling Metrics.An La, Hung Le
2024CoDITA Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jrme Morio, Hung Le, Dazhong Wu
2024ECAIRevisiting the Dataset Bias Problem from a Statistical Perspective.Kien Do, Dung Nguyen, Hung Le, Thao Le, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh
2024ECAILarge Language Model Prompting with Episodic Memory.Dai Do, Quan Tran, Svetha Venkatesh, Hung Le
2024FOCSTowards Instance-Optimal Euclidean Spanners.Hung Le, Shay Solomon, Cuong Than, Csaba D. Tth, Tianyi Zhang
2024ICLRCodeChain: 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
2024ICMIDo We Need To Watch It All? Efficient Job Interview Video Processing with Differentiable Masking.Hung Le, Sixia Li, Candy Olivia Mawalim, Hung-Hsuan Huang, Chee Wee Leong, Shogo Okada
2024IJCAIDiversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach.Dung Nguyen, Hung Le, Kien Do, Sunil Gupta, Svetha Venkatesh, Truyen Tran
2024ISSTAVRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction.Thanh-Dat Nguyen, Tung Do-Viet, Hung Nguyen-Duy, Tuan-Hai Luu, Hung Le, Bach Le, Patanamon Thongtanunam
2024SODAShortcut Partitions in Minor-Free Graphs: Steiner Point Removal, Distance Oracles, Tree Covers, and More.Hsien-Chih Chang, Jonathan Conroy, Hung Le, Lazar Milenkovic, Shay Solomon, Cuong Than
2024SODAVC Set Systems in Minor-free (Di)Graphs and Applications.Hung Le, Christian Wulff-Nilsen
2023AAAIMemory-Augmented Theory of Mind Network.Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran
2023ACLLAVIS: A One-stop Library for Language-Vision Intelligence.Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
2023ACMLDomain Generalization with Interpolation Robustness.Ragja Palakkadavath, Thanh Nguyen-Tang, Hung Le, Svetha Venkatesh, Sunil Gupta
2023EMNLPCodeT5+: 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
2023FOCSCovering Planar Metrics (and Beyond): O(1) Trees Suffice.Hsien-Chih Chang, Jonathan Conroy, Hung Le, Lazar Milenkovic, Shay Solomon, Cuong Than
2023FOCSPlanar and Minor-Free Metrics Embed into Metrics of Polylogarithmic Treewidth with Expected Multiplicative Distortion Arbitrarily Close to 1.Vincent Cohen-Addad, Hung Le, Marcin Pilipczuk, Michal Pilipczuk
2023FOCSOptimal Fault-Tolerant Spanners in Euclidean and Doubling Metrics: Breaking the Ω (log n) Lightness Barrier.Hung Le, Shay Solomon, Cuong Than
2023HCIInvestigating the Effect of Linguistic Features on Personality and Job Performance Predictions.Hung Le, Sixia Li, Candy Olivia Mawalim, Hung-Hsuan Huang, Chee Wee Leong, Shogo Okada
2023ICLRImproving Out-of-distribution Generalization with Indirection Representations.Kha Pham, Hung Le, Man Ngo, Truyen Tran
2023IJCAISocial Motivation for Modelling Other Agents under Partial Observability in Decentralised Training.Dung Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran
2023SODAApproximate Distance Oracles for Planar Graphs with Subpolynomial Error Dependency.Hung Le
2023STOCA Unified Framework for Light Spanners.Hung Le, Shay Solomon
2023SIGdialC3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues.Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022AAAIEpisodic Policy Gradient Training.Hung Le, Majid Abdolshah, Thommen George Karimpanal, Kien Do, Dung Nguyen, Svetha Venkatesh
2022ECCVTowards Effective and Robust Neural Trojan Defenses via Input Filtering.Kien Do, Haripriya Harikumar, Hung Le, Dung Nguyen, Truyen Tran, Santu Rana, Dang Nguyen, Willy Susilo, Svetha Venkatesh
2022FOCSLow Treewidth Embeddings of Planar and Minor-Free Metrics.Arnold Filtser, Hung Le
2022ICLRGenerative Pseudo-Inverse Memory.Kha Pham, Hung Le, Man Ngo, Truyen Tran, Bao Ho, Svetha Venkatesh
2022ICMLNeurocoder: General-Purpose Computation Using Stored Neural Programs.Hung Le, Svetha Venkatesh
2022ICONIPImproving Document Image Understanding with Reinforcement Finetuning.Bao-Sinh Nguyen, Dung Tien Le, Hieu M. Vu, Tuan-Anh D. Nguyen, Minh-Tien Nguyen, Hung Le
2022ICONIPHYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System.Bao-Sinh Nguyen, Quang-Bach Tran, Tuan-Anh D. Nguyen, Hung Le
2022NAACLVGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems.Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022NAACLMultimodal Dialogue State Tracking.Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022NAACLMake The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback.Duy-Hung Nguyen, Nguyen-Viet-Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le
2022PODCCan't See the Forest for the Trees: Navigating Metric Spaces by Bounded Hop-Diameter Spanners.Omri Kahalon, Hung Le, Lazar Milenkovic, Shay Solomon
2022SODANear-Optimal Spanners for General Graphs in (Nearly) Linear Time.Hung Le, Shay Solomon
2022SODAGreedy Spanners in Euclidean Spaces Admit Sublinear Separators.Hung Le, Cuong Than
2022STOCLocality-sensitive orderings and applications to reliable spanners.Arnold Filtser, Hung Le
2021ACLDVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021FOCSOptimal Approximate Distance Oracle for Planar Graphs.Hung Le, Christian Wulff-Nilsen
2021ICLRLearning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021ICMLA New Representation of Successor Features for Transfer across Dissimilar Environments.Majid Abdolshah, Hung Le, Thommen George Karimpanal, Sunil Gupta, Santu Rana, Svetha Venkatesh
2021ICONIPRobust Deep Reinforcement Learning for Extractive Legal Summarization.Duy-Hung Nguyen, Bao-Sinh Nguyen, Nguyen-Viet-Dung Nghiem, Dung Tien Le, Mim Amina Khatun, Minh-Tien Nguyen, Hung Le
2021ICSOCDeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System.Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta
2021KDDFrom Deep Learning to Deep Reasoning.Truyen Tran, Vuong Le, Hung Le, Thao Minh Le
2021STOCClan embeddings into trees, and low treewidth graphs.Arnold Filtser, Hung Le
2020ACLVideo-Grounded Dialogues with Pretrained Generation Language Models.Hung Le, Steven C. H. Hoi
2020EMNLPBiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues.Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020EMNLPUniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020ESALight Euclidean Spanners with Steiner Points.Hung Le, Shay Solomon
2020FOCSOn Light Spanners, Low-treewidth Embeddings and Efficient Traversing in Minor-free Graphs.Vincent Cohen-Addad, Arnold Filtser, Philip N. Klein, Hung Le
2020ICLRNeural Stored-program Memory.Hung Le, Truyen Tran, Svetha Venkatesh
2020ICLRNon-Autoregressive Dialog State Tracking.Hung Le, Richard Socher, Steven C. H. Hoi
2020ICMLSelf-Attentive Associative Memory.Hung Le, Truyen Tran, Svetha Venkatesh
2020ICPRLODENet: A Holistic Approach to Offline Handwritten Chinese and Japanese Text Line Recognition.Huu-Tin Hoang, Chun-Jen Peng, Hung Vinh Tran, Hung Le, Huy Hoang Nguyen
2020SODAA PTAS for subset TSP in minor-free graphs.Hung Le
2019ACLMultimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2019COCOONA Simple Local Search Gives a PTAS for the Feedback Vertex Set Problem in Minor-Free Graphs.Hung Le, Baigong Zheng
2019FOCSTruly Optimal Euclidean Spanners.Hung Le, Shay Solomon
2019ICLRLearning to Remember More with Less Memorization.Hung Le, Truyen Tran, Svetha Venkatesh
2019KDDFoodAI: 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
2019SODAGreedy spanners are optimal in doubling metrics.Glencora Borradaile, Hung Le, Christian Wulff-Nilsen
2018KDDDual Memory Neural Computer for Asynchronous Two-view Sequential Learning.Hung Le, Truyen Tran, Svetha Venkatesh
2018PAKDDDual Control Memory Augmented Neural Networks for Treatment Recommendations.Hung Le, Truyen Tran, Svetha Venkatesh
2017FOCSMinor-Free Graphs Have Light Spanners.Glencora Borradaile, Hung Le, Christian Wulff-Nilsen