Hung Le

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Svetha VenkateshDeakin Distinguished Professor, Deakin UniversityVerified email at deakin.edu.au
Truyen TranProfessor | Head of AI, Health and Science @ Deakin UniversityVerified email at deakin.edu.au
Kien DoApplied Artificial Intelligence Institute (A2I2), Deakin UniversityVerified email at deakin.edu.au
Santu RanaAssociate Professor of Computer Science, Deakin UniversityVerified email at deakin.edu.au
Majid AbdolshahMachine Learning Scientist @ AmazonVerified email at amazon.com
Thommen George KarimpanalLecturer (Assistant Professor), Deakin UniversityVerified email at deakin.edu.au
Sunil GuptaProfessor, Head of AI Optimization and Materials Discovery, Deakin UniversityVerified email at deakin.edu.au
Minh-Tien NguyenAssoc. Prof., Hung Yen University of Technology and Education (UTEHY), VietnamVerified email at utehy.edu.vn
Thin NguyenSenior Research Lecturer, Deakin University, AustraliaVerified email at deakin.edu.au
Renuka SindhgattaIBM ResearchVerified email at ibm.com
Aditya GhoseProfessor of Computer Science, University of WollongongVerified email at uow.edu.au
Hoa Khanh DamProfessor in Software Engineering, University of WollongongVerified email at uow.edu.au
Asjad KhanUniversity of WollongongVerified email at uowmail.edu.au
HARIPRIYA HARIKUMARPostdoctoral Research Fellow, Applied Artificial Intelligence Institute, Deakin UniversityVerified email at deakin.edu.au
Dang Nguyen, PhDApplied Artificial Intelligence Institute (A2I2), Deakin University, AustraliaVerified email at deakin.edu.au
Phuoc NguyenResearch Lecturer, A2I2, Deakin UniversityVerified email at deakin.edu.au
Kha PhamPhD student, Deakin UniversityVerified email at deakin.edu.au
Man M. NgoVNUHCM-University of ScienceVerified email at hcmus.edu.vn
Vuong LeDeakin UniversityVerified email at deakin.edu.au
Shannon RyanDeakin UniversityVerified email at deakin.edu.au

Hung Le

Other namesLê Thái Hưng

Research Lecturer (Assistant Professor), Deakin University

Verified email at deakin.edu.au - Homepage

Deep Learning Memory Networks Reinforcement Learning


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Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning H Le, T Tran, S Venkatesh ACM SIGKDD International Conference on Knowledge Discovery & Data Mining …, 2018	109	2018
Self-Attentive Associative Memory H Le, T Tran, S Venkatesh International Conference on Machine Learning, 2020	60	2020
Variational memory encoder-decoder H Le, T Tran, T Nguyen, S Venkatesh Neural Information Processing Systems, 2018	40	2018
Learning to Remember More with Less Memorization H Le, T Tran, S Venkatesh International Conference on Learning Representations, 2019	39	2019
Memory-augmented neural networks for predictive process analytics A Khan, H Le, K Do, T Tran, A Ghose, H Dam, R Sindhgatta arXiv preprint arXiv:1802.00938 13, 2018	36	2018
Neural Stored-program Memory H Le, T Tran, S Venkatesh International Conference on Learning Representations, 2020	34	2020
A new representation of successor features for transfer across dissimilar environments M Abdolshah, H Le, TK George, S Gupta, S Rana, S Venkatesh International Conference on Machine Learning, 2021	20	2021
Robust Deep Reinforcement Learning for Extractive Legal Summarization DH Nguyen, BS Nguyen, NVD Nghiem, DT Le, MA Khatun, MT Nguyen, ... International Conference on Neural Information Processing, 2021	17	2021
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation K Do, H Le, D Nguyen, D Nguyen, H Harikumar, T Tran, S Rana, ... Neural Information Processing Systems, 2022	16	2022
Model-Based Episodic Memory Induces Dynamic Hybrid Controls H Le, TK George, M Abdolshah, T Tran, S Venkates Neural Information Processing Systems, 2021	16	2021
Dual control memory augmented neural networks for treatment recommendations H Le, T Tran, S Venkatesh Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018	15	2018
DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System A Khan, H Le, K Do, T Tran, A Ghose, H Dam, R Sindhgatta International Conference on Service-Oriented Computing, 2021	14	2021
Neurocoder: General-Purpose Computation Using Stored Neural Programs H Le, S Venkatesh International Conference on Machine Learning, 2022	13*	2022
Learning Theory of Mind via Dynamic Traits Attribution D Nguyen, P Nguyen, H Le, K Do, S Venkatesh, T Tran International Conference on Autonomous Agents and Multiagent Systems, 2022	11	2022
Memory-Augmented Theory of Mind Network D Nguyen, P Nguyen, H Le, K Do, S Venkatesh, T Tran AAAI Conference on Artificial Intelligence, 2023	10	2023
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback DH Nguyen, NVD Nghiem, BS Nguyen, DT Le, S Sabahi, MT Nguyen, ... Computational Linguistics and Natural Language Processing-Findings, 2022	9	2022
From deep learning to deep reasoning T Tran, V Le, H Le, TM Le ACM SIGKDD International Conference on Knowledge Discovery & Data Mining …, 2021	8	2021
Balanced q-learning: Combining the influence of optimistic and pessimistic targets TG Karimpanal, H Le, M Abdolshah, S Rana, S Gupta, T Tran, ... Artificial Intelligence, 2023	6	2023
The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft S Ryan, NM Sushma, H Le, AVA Kumar, J Berk, TM Nguyen, S Rana, ... International Journal of Impact Engineering, 2023	5	2023
Episodic Policy Gradient Training H Le, M Abdolshah, TK George, K Do, D Nguyen, S Venkatesh AAAI Conference on Artificial Intelligence, 2022	5	2022

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