Mingsheng Long

13

Papers

94

Total Citations

Papers (13)

Sundial: A Family of Highly Capable Time Series Foundation Models

Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries

Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers

FlashBias: Fast Computation of Attention with Bias

NeurIPS 2025arXiv

HarmonyDream: Task Harmonization Inside World Models

Transolver: A Fast Transformer Solver for PDEs on General Geometries

HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction

Mobile Attention: Mobile-Friendly Linear-Attention for Vision Transformers

PhySense: Sensor Placement Optimization for Accurate Physics Sensing

NeurIPS 2025arXiv

On the Embedding Collapse when Scaling up Recommendation Models

CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding

TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling

Timer: Generative Pre-trained Transformers Are Large Time Series Models