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Hung Le
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Year
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
482018
Variational memory encoder-decoder
H Le, T Tran, T Nguyen, S Venkatesh
Neural Information Processing Systems, 2018
352018
Learning to Remember More with Less Memorization
H Le, T Tran, S Venkatesh
International Conference on Learning Representations, 2019
302019
Neural Stored-program Memory
H Le, T Tran, S Venkatesh
International Conference on Learning Representations, 2020
232020
Self-Attentive Associative Memory
H Le, T Tran, S Venkatesh
International Conference on Machine Learning, 2020
202020
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, 2018
142018
Dual control memory augmented neural networks for treatment recommendations
H Le, T Tran, S Venkatesh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 273-284, 2018
82018
Neurocoder: Learning general-purpose computation using stored neural programs
H Le, S Venkatesh
arXiv preprint arXiv:2009.11443, 2020
62020
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
42021
Improving long handwritten text line recognition with convolutional multi-way associative memory
D Nguyen, N Tran, H Le
arXiv preprint arXiv:1911.01577, 2019
42019
Model-Based Episodic Memory Induces Dynamic Hybrid Controls
H Le, TK George, M Abdolshah, T Tran, S Venkates
Neural Information Processing Systems, 2021
32021
Episodic Policy Gradient Training
H Le, M Abdolshah, TK George, K Do, D Nguyen, S Venkatesh
AAAI Conference on Artificial Intelligence, 2022
12022
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, 19-33, 2021
12021
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
12021
From deep learning to deep reasoning
T Tran, V Le, H Le, TM Le
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining …, 2021
12021
LODENet: A Holistic Approach to Offline Handwritten Chinese and Japanese Text Line Recognition
HT Hoang, CJ Peng, H Tran, H Le, HH Nguyen
International Conference on Pattern Recognition, 2021
12021
Memory-Constrained Policy Optimization
H Le, TK George, M Abdolshah, D Nguyen, K Do, S Gupta, S Venkatesh
arXiv preprint arXiv:2204.09315, 2022
2022
Towards Effective and Robust Neural Trojan Defenses via Input Filtering
K Do, H Harikumar, H Le, D Nguyen, T Tran, S Rana, D Nguyen, W Susilo, ...
arXiv preprint arXiv:2202.12154, 2022
2022
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
2022
Generative Pseudo-Inverse Memory
K Pham, H Le, M Ngo, T Tran, B Ho, S Venkatesh
International Conference on Learning Representations, 2022
2022
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Articles 1–20