Tan M. Nguyen
Orcid: 0000-0002-6408-5416Affiliations:
- University of California, Los Angeles, CA, USA
According to our database1,
Tan M. Nguyen
authored at least 31 papers
between 2018 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
2023
J. Syst. Softw., October, 2023
CoRR, 2023
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
SIAM J. Imaging Sci., 2022
Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization.
Proceedings of the Mathematical and Scientific Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021
2020
Dual Dynamic Inference: Enabling More Efficient, Adaptive, and Controllable Deep Inference.
IEEE J. Sel. Top. Signal Process., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
CoRR, 2019
Learning Near-optimal Convex Combinations of Basis Models with Generalization Guarantees.
CoRR, 2019
2018
Neural Rendering Model: Joint Generation and Prediction for Semi-Supervised Learning.
CoRR, 2018