Nguyen, Tuan

13 publications

AISTATS 2025 HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search Tuan Nguyen, Jay Barrett, Kwang-Sung Jun

IJCAI 2025 TRIKOP: Exploring Visual Prompting Paradigms for Multi-Grade Knee Osteoarthritis Classification on MRI Images Hieu Phan, Hung Pham, Dat Nguyen, Khoa Le, Tuan Nguyen, Triet Tran, Tho Quan

ECCVW 2024 DiffAugment: Diffusion Based Long-Tailed Visual Relationship Recognition Parul Gupta, Tuan Nguyen, Abhinav Dhall, Munawar Hayat, Trung Le, Thanh-Toan Do

AISTATS 2024 From Coupled Oscillators to Graph Neural Networks: Reducing Over-Smoothing via a Kuramoto Model-Based Approach Tuan Nguyen, Hirotada Honda, Takashi Sano, Vinh Nguyen, Shugo Nakamura, Tan Minh Nguyen

NeurIPSW 2023 Fast Temporal Wavelet Graph Neural Networks Duc Thien Nguyen, Tuan Nguyen, Truong Son Hy, Risi Kondor

NeurIPSW 2023 Fast Temporal Wavelet Graph Neural Networks Duc Thien Nguyen, Tuan Nguyen, Truong Son Hy, Risi Kondor

UAI 2022 Cycle Class Consistency with Distributional Optimal Transport and Knowledge Distillation for Unsupervised Domain Adaptation Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Phung

ICML 2021 LAMDA: Label Matching Deep Domain Adaptation Trung Le, Tuan Nguyen, Nhat Ho, Hung Bui, Dinh Phung

UAI 2021 Most: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, Dinh Phung

ICCV 2021 STEM: An Approach to Multi-Source Domain Adaptation with Guarantees Van-Anh Nguyen, Tuan Nguyen, Trung Le, Quan Hung Tran, Dinh Phung

IJCAI 2021 TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport Tuan Nguyen, Trung Le, Nhan Dam, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung

ICLR 2019 Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection Tue Le, Tuan Nguyen, Trung Le, Dinh Phung, Paul Montague, Olivier De Vel, Lizhen Qu

ECML-PKDD 2016 SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Rémi Andreoli