| An efficient implementation of graph grammars based on the RETE matching algorithm H Bunke, T Glauser, TH Tran Graph Grammars and Their Application to Computer Science: 4th International …, 1991 | 71 | 1991 |
| Byzantine agreement with homonyms C Delporte-Gallet, H Fauconnier, R Guerraoui, AM Kermarrec, E Ruppert, ... Proceedings of the 30th annual ACM SIGACT-SIGOPS symposium on Principles of …, 2011 | 46 | 2011 |
| Neural Collapse in Deep Linear Network: From Balanced to Imbalanced Data H Dang, T Nguyen, T Tran, H Tran-The, N Ho arXiv preprint arXiv:2301.00437, 2023 | 31 | 2023 |
| Bayesian optimization with unknown search space H Ha, S Rana, S Gupta, T Nguyen, TT Hung, S Venkatesh Advances in Neural Information Processing Systems 32, 11795-11804, 2019 | 29 | 2019 |
| Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks T Nguyen-Tang, S Gupta, H Tran-The, S Venkatesh Sample complexity of offline reinforcement learning with deep relu networks, 2021 | 24* | 2021 |
| HealthyClassroom-a proof-of-concept study for discovering students’ daily moods and classroom emotions to enhance a learning-teaching process using heterogeneous sensors MS Dao, DT Dang Nguyen, A Kasem, H Tran-The Scitepress–Science and Technology Publications, 2018 | 16 | 2018 |
| Discovering frequent spatial patterns in very large spatiotemporal databases RU Kiran, S Shrivastava, P Fournier-Viger, K Zettsu, M Toyoda, ... Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 13 | 2020 |
| Leader election in rings with homonyms C Delporte-Gallet, H Fauconnier, H Tran-The International Conference on Networked Systems, 9-24, 2014 | 12 | 2014 |
| Homonyms with forgeable identifiers C Delporte-Gallet, H Fauconnier, H Tran-The International Colloquium on Structural Information and Communication …, 2012 | 12 | 2012 |
| Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization H Tran-The, S Gupta, S Rana, S Venkatesh Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2425-2432, 2020 | 9 | 2020 |
| Discovering co-occurrence patterns of heterogeneous events from unevenly-distributed spatiotemporal data H Tran-The, K Zettsu 2017 IEEE International Conference on Big Data (Big Data), 1006-1011, 2017 | 9 | 2017 |
| Uniform consensus with homonyms and omission failures C Delporte-Gallet, H Fauconnier, H Tran-The International Conference on Distributed Computing and Networking, 161-175, 2013 | 9 | 2013 |
| Byzantine agreement with homonyms in synchronous systems C Delporte-Gallet, H Fauconnier, H Tran-The International Conference on Distributed Computing and Networking, 76-90, 2012 | 8 | 2012 |
| NeuralBO: A black-box optimization algorithm using deep neural networks D Phan-Trong, H Tran-The, S Gupta Neurocomputing 559, 126776, 2023 | 6 | 2023 |
| Brief announcement: Byzantine agreement with homonyms C Delporte-Gallet, H Fauconnier, R Guerraoui, AM Kermarrec Proceedings of the twenty-second annual ACM symposium on Parallelism in …, 2010 | 6 | 2010 |
| Efficient matching of dynamically changing graphs H Bunke, T Glauser, TH Tran Theory And Applications Of Image Analysis: Selected Papers from the 7th …, 1992 | 4 | 1992 |
| Termination of the iterated strong-factor operator on multipartite graphs C Crespelle, THD Phan, TH Tran Theoretical Computer Science 571, 67-77, 2015 | 3 | 2015 |
| A PROBABILISTIC FRAMEWORK FOR PRUNING TRANSFORMERS VIA A FINITE ADMIXTURE OF KEYS TM Nguyen, T Nguyen, L Bui, H Do, DK Nguyen, H Tran-The IEEE International Conference on Acoustics, Speech and Signal Processing …, 2023 | 1 | 2023 |
| Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization H Tran-The, S Gupta, S Rana, S Venkatesh International Conference on Artificial Intelligence and Statistics, 8715-8737, 2022 | 1 | 2022 |
| Sub-linear regret bounds for Bayesian optimisation in unknown search spaces H Tran-The, S Gupta, S Rana, H Ha, S Venkatesh Advances in Neural Information Processing Systems 33, 16271-16281, 2020 | 1 | 2020 |
Sunil GuptaProfessor, Head of AI Optimization and Materials Discovery, Deakin UniversityVerified email at deakin.edu.au
