Hung Le

Orcid: 0000-0002-3126-184X

According to our database1, Hung Le authored at least 115 papers between 2005 and 2024.

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Bibliography

2024
Optimal Euclidean Tree Covers.
CoRR, 2024

Revisiting the Dataset Bias Problem from a Statistical Perspective.
CoRR, 2024

Variational Flow Models: Flowing in Your Style.
CoRR, 2024

Computing Diameter+2 in Truly Subquadratic Time for Unit-Disk Graphs.
CoRR, 2024

Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions.
CoRR, 2024

VC Set Systems in Minor-free (Di)Graphs and Applications.
Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

Shortcut Partitions in Minor-Free Graphs: Steiner Point Removal, Distance Oracles, Tree Covers, and More.
Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

2023
Balanced Q-learning: Combining the influence of optimistic and pessimistic targets.
Artif. Intell., December, 2023

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.
CoRR, 2023

Universal Graph Continual Learning.
CoRR, 2023

LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying.
CoRR, 2023

Intrinsic Motivation via Surprise Memory.
CoRR, 2023

Resolving the Steiner Point Removal Problem in Planar Graphs via Shortcut Partitions.
CoRR, 2023

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM.
CoRR, 2023

CodeT5+: Open Code Large Language Models for Code Understanding and Generation.
CoRR, 2023

When Giant Language Brains Just Aren't Enough! Domain Pizzazz with Knowledge Sparkle Dust.
CoRR, 2023

BO-Muse: A human expert and AI teaming framework for accelerated experimental design.
CoRR, 2023

A Unified Framework for Light Spanners.
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 2023

Approximate Distance Oracles for Planar Graphs with Subpolynomial Error Dependency.
Proceedings of the 2023 ACM-SIAM Symposium on Discrete Algorithms, 2023

C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Constructing a Closed-Domain Question Answering System with Generative Language Models.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Improving Out-of-distribution Generalization with Indirection Representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Investigating the Effect of Linguistic Features on Personality and Job Performance Predictions.
Proceedings of the Social Computing and Social Media, 2023

Optimal Fault-Tolerant Spanners in Euclidean and Doubling Metrics: Breaking the Ω (log n) Lightness Barrier.
Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

Planar and Minor-Free Metrics Embed into Metrics of Polylogarithmic Treewidth with Expected Multiplicative Distortion Arbitrarily Close to 1.
Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

Covering Planar Metrics (and Beyond): O(1) Trees Suffice.
Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

CodeT5+: Open Code Large Language Models for Code Understanding and Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Sparse Euclidean Spanners with Optimal Diameter: A General and Robust Lower Bound via a Concave Inverse-Ackermann Function.
Proceedings of the 39th International Symposium on Computational Geometry, 2023

LAVIS: A One-stop Library for Language-Vision Intelligence.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Memory-Augmented Theory of Mind Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Building a knowledge graph by using cross-lingual transfer method and distributed MinIE algorithm on apache spark.
Neural Comput. Appl., 2022

Using BERT and Knowledge Graph for detecting triples in Vietnamese text.
Neural Comput. Appl., 2022

Learning to Generate Questions by Enhancing Text Generation with Sentence Selection.
CoRR, 2022

Tuning the Tail Latency of Distributed Queries Using Replication.
CoRR, 2022

LAVIS: A Library for Language-Vision Intelligence.
CoRR, 2022

HYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System.
CoRR, 2022

OmniXAI: A Library for Explainable AI.
CoRR, 2022

Memory-Constrained Policy Optimization.
CoRR, 2022

Locality-sensitive orderings and applications to reliable spanners.
Proceedings of the STOC '22: 54th Annual ACM SIGACT Symposium on Theory of Computing, Rome, Italy, June 20, 2022

Greedy Spanners in Euclidean Spaces Admit Sublinear Separators.
Proceedings of the 2022 ACM-SIAM Symposium on Discrete Algorithms, 2022

Near-Optimal Spanners for General Graphs in (Nearly) Linear Time.
Proceedings of the 2022 ACM-SIAM Symposium on Discrete Algorithms, 2022

Can't See the Forest for the Trees: Navigating Metric Spaces by Bounded Hop-Diameter Spanners.
Proceedings of the PODC '22: ACM Symposium on Principles of Distributed Computing, Salerno, Italy, July 25, 2022

Functional Indirection Neural Estimator for Better Out-of-distribution Generalization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Multimodal Dialogue State Tracking.
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.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Dynamic Matching Algorithms Under Vertex Updates.
Proceedings of the 13th Innovations in Theoretical Computer Science Conference, 2022

HYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Improving Document Image Understanding with Reinforcement Finetuning.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Neurocoder: General-Purpose Computation Using Stored Neural Programs.
Proceedings of the International Conference on Machine Learning, 2022

Generative Pseudo-Inverse Memory.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Low Treewidth Embeddings of Planar and Minor-Free Metrics.
Proceedings of the 63rd IEEE Annual Symposium on Foundations of Computer Science, 2022

Towards Effective and Robust Neural Trojan Defenses via Input Filtering.
Proceedings of the Computer Vision - ECCV 2022, 2022

Sparse Euclidean Spanners with Tiny Diameter: A Tight Lower Bound.
Proceedings of the 38th International Symposium on Computational Geometry, 2022

Learning Theory of Mind via Dynamic Traits Attribution.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Episodic Policy Gradient Training.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Unified Framework of Light Spanners II: Fine-Grained Optimality.
CoRR, 2021

Plug and Play, Model-Based Reinforcement Learning.
CoRR, 2021

Memory and attention in deep learning.
CoRR, 2021

Towards a Unified Theory of Light Spanners I: Fast (Yet Optimal) Constructions.
CoRR, 2021

C<sup>3</sup>: Compositional Counterfactual Constrastive Learning for Video-grounded Dialogues.
CoRR, 2021

VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks.
CoRR, 2021

Reliable Spanners: Locality-Sensitive Orderings Strike Back.
CoRR, 2021

Clan embeddings into trees, and low treewidth graphs.
Proceedings of the STOC '21: 53rd Annual ACM SIGACT Symposium on Theory of Computing, 2021

MC-OCR Challenge 2021: An end-to-end recognition framework for Vietnamese Receipts.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2021

Model-Based Episodic Memory Induces Dynamic Hybrid Controls.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

From Deep Learning to Deep Reasoning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Robust Deep Reinforcement Learning for Extractive Legal Summarization.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

A New Representation of Successor Features for Transfer across Dissimilar Environments.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.
Proceedings of the 9th International Conference on Learning Representations, 2021

Optimal Approximate Distance Oracle for Planar Graphs.
Proceedings of the 62nd IEEE Annual Symposium on Foundations of Computer Science, 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Local search is a PTAS for feedback vertex set in minor-free graphs.
Theor. Comput. Sci., 2020

Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation.
Comput. Speech Lang., 2020

Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs.
CoRR, 2020

A Unified and Fine-Grained Approach for Light Spanners.
CoRR, 2020

Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge.
CoRR, 2020

A PTAS for subset TSP in minor-free graphs.
Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 2020

LODENet: A Holistic Approach to Offline Handwritten Chinese and Japanese Text Line Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Self-Attentive Associative Memory.
Proceedings of the 37th International Conference on Machine Learning, 2020

Non-Autoregressive Dialog State Tracking.
Proceedings of the 8th International Conference on Learning Representations, 2020

Neural Stored-program Memory.
Proceedings of the 8th International Conference on Learning Representations, 2020

On Light Spanners, Low-treewidth Embeddings and Efficient Traversing in Minor-free Graphs.
Proceedings of the 61st IEEE Annual Symposium on Foundations of Computer Science, 2020

Light Euclidean Spanners with Steiner Points.
Proceedings of the 28th Annual European Symposium on Algorithms, 2020

UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Video-Grounded Dialogues with Pretrained Generation Language Models.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
On the Existence and Instability of Solitary Water Waves with a Finite Dipole.
SIAM J. Math. Anal., 2019

Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory.
CoRR, 2019

Greedy spanners are optimal in doubling metrics.
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2019

Engineering a PTAS for Minimum Feedback Vertex Set in Planar Graphs.
Proceedings of the Analysis of Experimental Algorithms - Special Event, 2019

FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning to Remember More with Less Memorization.
Proceedings of the 7th International Conference on Learning Representations, 2019

Truly Optimal Euclidean Spanners.
Proceedings of the 60th IEEE Annual Symposium on Foundations of Computer Science, 2019

A Simple Local Search Gives a PTAS for the Feedback Vertex Set Problem in Minor-Free Graphs.
Proceedings of the Computing and Combinatorics - 25th International Conference, 2019

Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
A Better Bound on the Largest Induced Forests in Triangle-Free Planar Graph.
Graphs Comb., 2018

Designing Practical PTASes for Minimum Feedback Vertex Set in Planar Graphs.
CoRR, 2018

URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection.
CoRR, 2018

Memory-Augmented Neural Networks for Predictive Process Analytics.
CoRR, 2018

Dual Control Memory Augmented Neural Networks for Treatment Recommendations.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Variational Memory Encoder-Decoder.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Large Induced Acyclic and Outerplanar Subgraphs of 2-Outerplanar Graph.
Graphs Comb., 2017

What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks?
CoRR, 2017

Light spanners for bounded treewidth graphs imply light spanners for $H$-minor-free graphs.
CoRR, 2017

Embedded-width: A variant of treewidth for plane graphs.
CoRR, 2017

Minor-Free Graphs Have Light Spanners.
Proceedings of the 58th IEEE Annual Symposium on Foundations of Computer Science, 2017

2016
Optimal Dynamic Program for r-Domination Problems over Tree Decompositions.
Proceedings of the 11th International Symposium on Parameterized and Exact Computation, 2016

2013
A method for hand detection using internal features and active boosting-based learning.
Proceedings of the 4th International Symposium on Information and Communication Technology, 2013

2005
Issues in parallel execution of non-monotonic reasoning systems.
Parallel Comput., 2005


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