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 | 92 | 2018 |
Self-Attentive Associative Memory H Le, T Tran, S Venkatesh International Conference on Machine Learning, 2020 | 54 | 2020 |
Variational memory encoder-decoder H Le, T Tran, T Nguyen, S Venkatesh Neural Information Processing Systems, 2018 | 38 | 2018 |
Learning to Remember More with Less Memorization H Le, T Tran, S Venkatesh International Conference on Learning Representations, 2019 | 37 | 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 | 34 | 2018 |
Neural Stored-program Memory H Le, T Tran, S Venkatesh International Conference on Learning Representations, 2020 | 31 | 2020 |
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 | 18 | 2022 |
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 | 15 | 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 |
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 | 14 | 2021 |
Model-Based Episodic Memory Induces Dynamic Hybrid Controls H Le, TK George, M Abdolshah, T Tran, S Venkates Neural Information Processing Systems, 2021 | 12 | 2021 |
Neurocoder: General-Purpose Computation Using Stored Neural Programs H Le, S Venkatesh International Conference on Machine Learning, 2022 | 11* | 2022 |
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 | 10 | 2021 |
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 | 8 | 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 | 7 | 2023 |
Domain Generalization with Interpolation Robustness R Palakkadavath, T Nguyen-Tang, H Le, S Venkatesh, S Gupta Asian Conference on Machine Learning, 1039-1054, 2024 | 5* | 2024 |
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 | 5 | 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 | 5 | 2021 |
Improving long handwritten text line recognition with convolutional multi-way associative memory D Nguyen, N Tran, H Le arXiv preprint arXiv:1911.01577, 2019 | 5 | 2019 |
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, ... European Conference on Computer Vision, 2022 | 4 | 2022 |