publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Transition Path Sampling Using Koopman Operators and Exit-Time Optimal Control
    Boya Hou*, Yu-Hsiang Wang*, Siddharth Ambekar, and 2 more authors
    In submission
    arXiv
  2. Stochastic Control Policies for Robust Molecular Transition Path Sampling
    Jingqian Liu, Yu-Hsiang Wang, Yanru Qu, and 1 more author
    arXiv
  3. Subtyping Abl Kinase Inhibitor Binding Modes with Machine-Learning-Enabled Super Resolution Single-Molecule Nanopore Tweezers
    Ly Nguyen, Yu-Hsiang Wang, Joshua Foster, and 5 more authors
    In submission
    bioRxiv
  4. WaveletDiff: Multilevel Wavelet Diffusion For Time Series Generation
    Yu-Hsiang Wang, and Olgica Milenkovic
    TMLR
    arXiv Code

2025

  1. DMol: A Schedule-Driven Diffusion Model for Highly Efficient and Versatile Molecule Generation
    Peizhi Niu, Yu-Hsiang Wang, Vishal Rana, and 3 more authors
    NeurIPS 2025
    arXiv Code
  2. THeGAU: Type-Aware Heterogeneous Graph Autoencoder and Augmentation
    Ming-Yi Hong, Miao-Chen Chiang, Youchen Teng, and 3 more authors
    In submission
    arXiv

2024

  1. CLUE: Concept-Level Uncertainty Estimation for Large Language Models
    Yu-Hsiang Wang, Andrew Bai, Che-Ping Tsai, and 1 more author
    NeurIPS 2024 SFLLM Workshop
    arXiv