Nhat Ho

Venues

Frequent coauthors

Papers

1. Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning
   AAAI 2025 ·

   Trang Nguyen

   DBLP profile ↗ORCID search ↗
2. Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective
   ICCV 2025 ·

   Hoang Phan

   DBLP profile ↗ORCID search ↗
3. ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
   NeurIPS 2025 ·

   Duy M. H. Nguyen

   DBLP profile ↗ORCID search ↗
4. Improving Generalization with Flat Hilbert Bayesian Inference
   ICML 2025 ·

   Tuan Truong

   DBLP profile ↗ORCID search ↗
5. Lightspeed Geometric Dataset Distance via Sliced Optimal Transport
   ICML 2025 ·

   Khai Nguyen

   DBLP profile ↗ORCID search ↗
6. On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts
   NeurIPS 2025 ·

   Fanqi Yan

   DBLP profile ↗ORCID search ↗
7. On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
   ICML 2025 ·

   Nghiem Tuong Diep

   DBLP profile ↗ORCID search ↗
8. RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts
   ICML 2025 ·

   Tuan Truong

   DBLP profile ↗ORCID search ↗
9. Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
   ICLR 2025 ·

   Minh Le

   DBLP profile ↗ORCID search ↗
10. Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
    ICLR 2025 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
11. Towards Marginal Fairness Sliced Wasserstein Barycenter
    ICLR 2025 ·

    Khai Nguyen

    DBLP profile ↗ORCID search ↗
12. Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts
    AISTATS 2025 ·

    Fanqi Yan

    DBLP profile ↗ORCID search ↗
13. X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios
    ICLR 2025 ·

    Yichen Xie

    DBLP profile ↗ORCID search ↗
14. A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
    NeurIPS 2024 ·

    Disha Makhija

    DBLP profile ↗ORCID search ↗
15. A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
    ICML 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
16. Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
    NeurIPS 2024 ·

    Nicola Bariletto

    DBLP profile ↗ORCID search ↗
17. Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders
    ICLR 2024 ·

    Hien Dang

    DBLP profile ↗ORCID search ↗
18. Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
    ICLR 2024 ·

    Thanh-Tung Le

    DBLP profile ↗ORCID search ↗
19. FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
    NeurIPS 2024 ·

    Xing Han

    DBLP profile ↗ORCID search ↗
20. Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
    NeurIPS 2024 ·

    Khai Nguyen

    DBLP profile ↗ORCID search ↗
21. Improving Computational Complexity in Statistical Models with Local Curvature Information
    ICML 2024 ·

    Pedram Akbarian

    DBLP profile ↗ORCID search ↗
22. Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning
    CVPR 2024 ·

    Tung Le

    DBLP profile ↗ORCID search ↗
23. Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
    ICML 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
24. Mixture of Experts Meets Prompt-Based Continual Learning
    NeurIPS 2024 ·

    Minh Le

    DBLP profile ↗ORCID search ↗
25. Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model
    ICML 2024 ·

    Hien Dang

    DBLP profile ↗ORCID search ↗
26. On Least Square Estimation in Softmax Gating Mixture of Experts
    ICML 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
27. On Parameter Estimation in Deviated Gaussian Mixture of Experts
    AISTATS 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
28. Quasi-Monte Carlo for 3D Sliced Wasserstein
    ICLR 2024 ·

    Khai Nguyen

    DBLP profile ↗ORCID search ↗
29. Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
    ICLR 2024 ·

    Manh Luong

    DBLP profile ↗ORCID search ↗
30. Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
    NeurIPS 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
31. Sliced Wasserstein Estimation with Control Variates
    ICLR 2024 ·

    Khai Nguyen

    DBLP profile ↗ORCID search ↗
32. Sliced Wasserstein with Random-Path Projecting Directions
    ICML 2024 ·

    Khai Nguyen

    DBLP profile ↗ORCID search ↗
33. Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
    ICLR 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗
34. Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks
    ICML 2024 ·

    Duy Minh Ho Nguyen

    DBLP profile ↗ORCID search ↗
35. Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts
    AISTATS 2024 ·

    Huy Nguyen

    DBLP profile ↗ORCID search ↗