Viet-Hoang Tran | publications

Google Scholar

¹ first/co-first author
² last/co-last author

conference papers

• Tree-Sliced Orlicz Integral Probability Metric
  Tuan A. Hoang¹, Trung-Khang Tran¹, Viet-Hoang Tran¹, Tan Minh Nguyen²
  NeurIPS 2026

• Conformal Prediction for Distribution-to-Distribution Regression
  Trung-Khang Tran¹, Tuan A. Hoang¹, Viet-Hoang Tran¹, Tan Minh Nguyen²
  NeurIPS 2026

• Conservation Laws for Modern Neural Architectures
  Viet-Hoang Tran¹, Vinh Khanh Bui¹, Tan Lai Ngoc, Nam Nguyen, Tuan Dam, Tan M. Nguyen²
  ICML 2026 (spotlight)

• Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity
  Viet-Hoang Tran¹, Khanh Vinh Bui, Van-Hoan Trinh, Tan Lai Ngoc, Tan Minh Nguyen²
  ICML 2026

• Geometric and Stochastic Analysis of Discontinuities in Sparse Mixture-of-Experts
  Tho Tran Huu¹, Huu-Tuan Nguyen¹, Thien-Hai Nguyen, Nhat-Tri Ho, Viet-Hoang Tran, Tho Quan, Tan Minh Nguyen²
  ICML 2026 (spotlight)

• Quasi-Equivariant Metanetworks
  Viet-Hoang Tran¹, An Nguyen The¹, Benoit Guerand, Thieu Vo², Tan Minh Nguyen²
  ICLR 2026

• Mixed-Curvature Tree-Sliced Wasserstein Distance
  Duy-Tung Pham¹, Viet-Hoang Tran¹, Thieu Vo², Tan Minh Nguyen²
  ICLR 2026

• Tree-sliced Sobolev IPM
  Viet-Hoang Tran¹, Thanh Tran¹, Thanh Chu, Duy-Tung Pham, Trung-Khang Tran, Tam Le², Tan Minh Nguyen²
  ICLR 2026

• Revisiting Tree-Sliced Wasserstein Distance Through the Lens of the Fermat-Weber Problem
  Viet-Hoang Tran¹, Thanh Tran¹, Thanh Chu¹, Duy-Tung Pham, Trung-Khang Tran, Tam Le², Tan Minh Nguyen²
  ICLR 2026

• On Linear Mode Connectivity of Mixture-of-Experts Architectures
  Viet-Hoang Tran¹, Van Hoan Trinh¹, Khanh Vinh Bui¹, Tan M. Nguyen²
  NeurIPS 2025 (oral)

• Tree-Sliced Entropy Partial Transport
  Viet-Hoang Tran¹, Thanh Tran, Thanh Chu, Tam Le², Tan Minh Nguyen²
  NeurIPS 2025

• Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
  Duy-Tung Pham¹, An Nguyen The¹, Viet-Hoang Tran, Nhan-Phu Chung, Xin T. Tong², Tan Minh Nguyen², Thieu Vo²
  NeurIPS 2025

• Tree-Sliced Wasserstein Distance with Nonlinear Projection
  Thanh Tran¹, Viet-Hoang Tran¹, Thanh Chu, Trang Pham, Laurent El Ghaoui, Tam Le², Tan M. Nguyen²
  ICML 2025
  

• Tree-Sliced Wasserstein Distance: A Geometric Perspective
  Viet-Hoang Tran¹, Trang Pham¹, Tho Tran, Minh Khoi Nguyen Nhat, Thanh Chu, Tam Le², Tan M. Nguyen²
  ICML 2025
  

• Equivariant Polynomial Functional Networks
  Thieu N. Vo¹, Viet-Hoang Tran¹, Tho Tran Huu¹, An Nguyen The, Thanh Tran, Minh-Khoi Nguyen-Nhat, Duy-Tung Pham, Tan Minh Nguyen²
  ICML 2025

• Equivariant Neural Functional Networks for Transformers
  Viet-Hoang Tran¹, Thieu N. Vo¹, An Nguyen The¹, Tho Tran Huu, Minh-Khoi Nguyen-Nhat, Thanh Tran, Duy-Tung Pham, Tan Minh Nguyen²
  ICLR 2025
  

• Distance-Based Tree-Sliced Wasserstein Distance
  Viet-Hoang Tran¹, Khoi N.M. Nguyen¹, Trang Pham, Thanh T. Chu, Tam Le², Tan M. Nguyen²
  ICLR 2025
  

• Spherical Tree-Sliced Wasserstein Distance
  Viet-Hoang Tran¹, Thanh T. Chu¹, Khoi N.M. Nguyen, Trang Pham, Tam Le², Tan M. Nguyen²
  ICLR 2025
  

• Monomial Matrix Group Equivariant Neural Functional Networks
  Viet-Hoang Tran¹, Thieu N. Vo¹, Tho Tran-Huu, An T. Nguyen, Tan M. Nguyen²
  NeurIPS 2024

workshop papers

• Modeling Expert Interactions in Sparse Mixture of Experts via Graph Structures
  Minh-Khoi Nguyen-Nhat¹, Rachel S.Y. Teo, Laziz Abdullaev, Maurice Mok, Viet-Hoang Tran, Tan Minh Nguyen²
  AAAI 2026 Workshop MATH4AI

• Equivariant Neural Functional Networks for Transformers
  Viet-Hoang Tran¹, Thieu N. Vo¹, An Nguyen The¹, Tho Tran Huu, Minh-Khoi Nguyen-Nhat, Thanh Tran, Duy-Tung Pham, Tan Minh Nguyen²
  ICLR 2025 Workshop Weight Space Learning (spotlight)

• Distance-Based Tree-Sliced Wasserstein Distance
  Viet-Hoang Tran¹, Khoi N.M. Nguyen¹, Trang Pham, Thanh T. Chu, Tam Le², Tan M. Nguyen²
  ICLR 2025 DeLTa Workshop

• Spherical Tree-Sliced Wasserstein Distance
  Viet-Hoang Tran¹, Thanh T. Chu¹, Khoi N.M. Nguyen, Trang Pham, Tam Le², Tan M. Nguyen²
  ICLR 2025 DeLTa Workshop
  

others

• On the Krull dimensions of rings of integer-valued polynomials and polynomial rings
  Viet-Hoang Tran, Tan M. Nguyen
  preprint, 2026

• A one-dimensional coherent domain with non-Prüfer integral closure
  Viet-Hoang Tran, Thieu N. Vo, Tan M. Nguyen
  preprint, 2026

• Dimensions of a ring and its formal power series ring
  Viet-Hoang Tran, Thieu N. Vo, Tan M. Nguyen
  preprint, 2026

• The Erdős-Hajnal Property for the six-vertex Graph with Edge Set {ab,bc,cd,de,af,bf,df}
  Viet-Hoang Tran, Tan M. Nguyen
  preprint, 2026

• Polynomial extensions do not preserve the strong finite type property
  Viet-Hoang Tran, Phan Thanh Toan, Thieu N. Vo, Tan M. Nguyen
  preprint, 2026

• The Noetherian Case of Bayart's Power-Series Question
  Viet-Hoang Tran, Dung V. Nguyen, Quang X. Nguyen, Thieu N. Vo, Tan M. Nguyen
  preprint, 2026

• A Clifford Algebraic Approach to E(n)-Equivariant High-order Graph Neural Networks
  Viet-Hoang Tran¹, Thieu N. Vo¹, Tho Tran Huu, Tan Minh Nguyen²
  preprint, 2024