Hung Le

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
New weighted additive spanners.
CoRR, 2024

Dynamic Locality Sensitive Orderings in Doubling Metrics.
CoRR, 2024

ALIAS: DAG Learning with Efficient Unconstrained Policies.
CoRR, 2024

Large Language Models Prompting With Episodic Memory.
CoRR, 2024

INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness.
CoRR, 2024

SimSMoE: Solving Representational Collapse via Similarity Measure.
CoRR, 2024

Multi-Reference Preference Optimization for Large Language Models.
CoRR, 2024

Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory.
CoRR, 2024

Automatic Prompt Selection for Large Language Models.
CoRR, 2024

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

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

Variable-Agnostic Causal Exploration for Reinforcement Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Learning to Estimate Critical Gait Parameters from Single-View RGB Videos with Transformer-Based Attention Network.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Large Language Model Prompting with Episodic Memory.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Revisiting the Dataset Bias Problem from a Statistical Perspective.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.
Proceedings of the 10th International Conference on Control, 2024

Beyond Surprise: Improving Exploration Through Surprise Novelty.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

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

Universal Graph Continual Learning.
Trans. Mach. Learn. Res., 2023

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

Intrinsic Motivation via Surprise Memory.
CoRR, 2023

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

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

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

Domain Generalization with Interpolation Robustness.
Proceedings of the Asian Conference on Machine Learning, 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

Approximate Distance Oracles for Planar Graphs with Subpolynomial Error Dependency.
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

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

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

Towards Effective and Robust Neural Trojan Defenses via Input Filtering.
Proceedings of the Computer Vision - ECCV 2022, 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
Plug and Play, Model-Based Reinforcement Learning.
CoRR, 2021

Memory and attention in deep learning.
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

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

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
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

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

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

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

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 PTAS for subset TSP in minor-free 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
What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks?
CoRR, 2017

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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