PPaperPicks

Nhat Ho

35 papers at tracked venues · 32 at CORE A* · active 2024–2025

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Venues

ICML ×11ICLR ×10NeurIPS ×8AISTATS ×3AAAI ×1CVPR ×1ICCV ×1

Frequent coauthors

Huy Nguyen
×15
Khai Nguyen
×11
Pedram Akbarian
×7
Trung Le
×4
TrungTin Nguyen
×4
Minh Le
×4
Quyen Tran
×3
Tuan Truong
×3
Dinh Phung
×3
Duy Minh Ho Nguyen
×3
Daniel Sonntag
×3
Mathias Niepert
×3

Papers

  1. Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning
    AAAI 2025 ·
    Trang Nguyen
    ,
    Anh Tran
    , Nhat Ho
  2. Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective
    ICCV 2025 ·
    Hoang Phan
    ,
    Lam Tran
    ,
    Quyen Tran
    ,
    Ngoc N. Tran
    ,
    Tuan Truong
    ,
    Qi Lei
    , Nhat Ho,
    Dinh Q. Phung
    ,
    Trung Le
  3. ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
    NeurIPS 2025 ·
    Duy M. H. Nguyen
    ,
    Nghiem Tuong Diep
    ,
    Trung Nguyen
    ,
    Hoang-Bao Le
    ,
    Tai D. Nguyen
    ,
    Anh-Tien Nguyen
    ,
    TrungTin Nguyen
    , Nhat Ho,
    Pengtao Xie
    ,
    Roger Wattenhofer
    ,
    Daniel Sonntag
    ,
    James Y. Zou
    ,
    Mathias Niepert
  4. Improving Generalization with Flat Hilbert Bayesian Inference
    ICML 2025 ·
    Tuan Truong
    ,
    Quyen Tran
    ,
    Ngoc-Quan Pham
    , Nhat Ho,
    Dinh Phung
    ,
    Trung Le
  5. Lightspeed Geometric Dataset Distance via Sliced Optimal Transport
    ICML 2025 ·
    Khai Nguyen
    ,
    Hai Nguyen
    ,
    Tuan Pham
    , Nhat Ho
  6. On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts
    NeurIPS 2025 ·
    Fanqi Yan
    ,
    Huy Nguyen
    ,
    Dung Le
    ,
    Pedram Akbarian
    , Nhat Ho,
    Alessandro Rinaldo
  7. On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
    ICML 2025 ·
    Nghiem Tuong Diep
    ,
    Huy Nguyen
    ,
    Chau Nguyen
    ,
    Minh Le
    ,
    Duy Minh Ho Nguyen
    ,
    Daniel Sonntag
    ,
    Mathias Niepert
    , Nhat Ho
  8. RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts
    ICML 2025 ·
    Tuan Truong
    ,
    Chau Nguyen
    ,
    Huy Nguyen
    ,
    Minh Le
    ,
    Trung Le
    , Nhat Ho
  9. Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
    ICLR 2025 ·
    Minh Le
    ,
    Chau Nguyen
    ,
    Huy Nguyen
    ,
    Quyen Tran
    ,
    Trung Le
    , Nhat Ho
  10. Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
    ICLR 2025 ·
    Huy Nguyen
    ,
    Pedram Akbarian
    ,
    Huyen Trang Pham
    ,
    Thien Trang Nguyen Vu
    ,
    Shujian Zhang
    , Nhat Ho
  11. Towards Marginal Fairness Sliced Wasserstein Barycenter
    ICLR 2025 ·
    Khai Nguyen
    ,
    Hai Nguyen
    , Nhat Ho
  12. Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts
    AISTATS 2025 ·
    Fanqi Yan
    ,
    Huy Nguyen
    ,
    Le Quang Dung
    ,
    Pedram Akbarian
    , Nhat Ho
  13. X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios
    ICLR 2025 ·
    Yichen Xie
    ,
    Chenfeng Xu
    ,
    Chensheng Peng
    ,
    Shuqi Zhao
    , Nhat Ho,
    Alexander T. Pham
    ,
    Mingyu Ding
    ,
    Masayoshi Tomizuka
    ,
    Wei Zhan
  14. A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
    NeurIPS 2024 ·
    Disha Makhija
    ,
    Joydeep Ghosh
    , Nhat Ho
  15. A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
    ICML 2024 ·
    Huy Nguyen
    ,
    Pedram Akbarian
    ,
    TrungTin Nguyen
    , Nhat Ho
  16. Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
    NeurIPS 2024 ·
    Nicola Bariletto
    , Nhat Ho
  17. Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders
    ICLR 2024 ·
    Hien Dang
    ,
    Tho Tran Huu
    ,
    Tan Minh Nguyen
    , Nhat Ho
  18. Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
    ICLR 2024 ·
    Thanh-Tung Le
    ,
    Khai Nguyen
    ,
    Shanlin Sun
    ,
    Kun Han
    , Nhat Ho,
    Xiaohui Xie
  19. FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
    NeurIPS 2024 ·
    Xing Han
    ,
    Huy Nguyen
    ,
    Carl Harris
    , Nhat Ho,
    Suchi Saria
  20. Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
    NeurIPS 2024 ·
    Khai Nguyen
    , Nhat Ho
  21. Improving Computational Complexity in Statistical Models with Local Curvature Information
    ICML 2024 ·
    Pedram Akbarian
    ,
    Tongzheng Ren
    ,
    Jiacheng Zhuo
    ,
    Sujay Sanghavi
    , Nhat Ho
  22. Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning
    CVPR 2024 ·
    Tung Le
    ,
    Khai Nguyen
    ,
    Shanlin Sun
    , Nhat Ho,
    Xiaohui Xie
  23. Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
    ICML 2024 ·
    Huy Nguyen
    ,
    Pedram Akbarian
    , Nhat Ho
  24. Mixture of Experts Meets Prompt-Based Continual Learning
    NeurIPS 2024 ·
    Minh Le
    ,
    An Nguyen The
    ,
    Huy Nguyen
    ,
    Trang Nguyen
    ,
    Trang Pham
    ,
    Linh Ngo Van
    , Nhat Ho
  25. Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model
    ICML 2024 ·
    Hien Dang
    ,
    Tho Tran Huu
    ,
    Tan Minh Nguyen
    , Nhat Ho
  26. On Least Square Estimation in Softmax Gating Mixture of Experts
    ICML 2024 ·
    Huy Nguyen
    , Nhat Ho,
    Alessandro Rinaldo
  27. On Parameter Estimation in Deviated Gaussian Mixture of Experts
    AISTATS 2024 ·
    Huy Nguyen
    ,
    Khai Nguyen
    , Nhat Ho
  28. Quasi-Monte Carlo for 3D Sliced Wasserstein
    ICLR 2024 ·
    Khai Nguyen
    ,
    Nicola Bariletto
    , Nhat Ho
  29. Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
    ICLR 2024 ·
    Manh Luong
    ,
    Khai Nguyen
    , Nhat Ho,
    Gholamreza Haffari
    ,
    Dinh Phung
    ,
    Lizhen Qu
  30. Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
    NeurIPS 2024 ·
    Huy Nguyen
    , Nhat Ho,
    Alessandro Rinaldo
  31. Sliced Wasserstein Estimation with Control Variates
    ICLR 2024 ·
    Khai Nguyen
    , Nhat Ho
  32. Sliced Wasserstein with Random-Path Projecting Directions
    ICML 2024 ·
    Khai Nguyen
    ,
    Shujian Zhang
    ,
    Tam Le
    , Nhat Ho
  33. Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
    ICLR 2024 ·
    Huy Nguyen
    ,
    Pedram Akbarian
    ,
    Fanqi Yan
    , Nhat Ho
  34. Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks
    ICML 2024 ·
    Duy Minh Ho Nguyen
    ,
    Nina Lukashina
    ,
    Tai Nguyen
    ,
    An T. Le
    ,
    TrungTin Nguyen
    , Nhat Ho,
    Jan Peters
    ,
    Daniel Sonntag
    ,
    Viktor Zaverkin
    ,
    Mathias Niepert
  35. Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts
    AISTATS 2024 ·
    Huy Nguyen
    ,
    TrungTin Nguyen
    ,
    Khai Nguyen
    , Nhat Ho