Tailin Wu

RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data

On the Design of One-step Diffusion via Shortcutting Flow Paths

VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model

GenCP: Towards Generative Modeling Paradigm of Coupled physics

Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning

EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator

GGBall: Graph Generative Model on Poincaré Ball

BuildArena: A Physics‑Aligned Interactive Benchmark of LLMs for Engineering Construction

One step further with Monte-Carlo sampler to guide diffusion better

scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction

Beyond Static Snapshots: Physically-Based Deformable and Relightable 2D Gaussians

FourierFlow: Frequency-aware Flow Matching for Generative Turbulence Modeling

On the Guidance of Flow Matching

CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems

Wavelet Diffusion Neural Operator

M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation

From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control

Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model

FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction

EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow

Compositional Generative Multiphysics and Multi-component Simulation

CellDJBench: Benchmark Datasets for Data-Driven Biological Fluid Simulation

A Probabilistic Generative Method for Safe Physical System Control Problems