PaperHub

Mingsheng Long

~Mingsheng_Long5

24
论文总数
12.0
年均投稿
6.1
平均评分
接收情况19/24
会议分布
ICLR
11
NeurIPS
9
ICML
4

发表论文 (24 篇)

202513 篇

6.7
3

Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model

ICLR 2025Poster
7.3
4

RLVR-World: Training World Models with Reinforcement Learning

NeurIPS 2025Poster
5.7
3

Timer-XL: Long-Context Transformers for Unified Time Series Forecasting

ICLR 2025Poster
5.5
4

Unisolver: PDE-Conditional Transformers Are Universal PDE Solvers

ICLR 2025Rejected
4.9
4

Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers

ICML 2025Poster
7.8
4

PhySense: Sensor Placement Optimization for Accurate Physics Sensing

NeurIPS 2025Oral
4.7
3

Metadata Matters for Time Series: Informative Forecasting with Transformers

ICLR 2025withdrawn
6.5
4

Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models

ICLR 2025Poster
5.5
4

Trajectory World Models for Heterogeneous Environments

ICML 2025Poster
6.1
4

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

ICML 2025Poster
8.2
4

FlashBias: Fast Computation of Attention with Bias

NeurIPS 2025Poster
7.8
3

Sundial: A Family of Highly Capable Time Series Foundation Models

ICML 2025Oral
5.5
4

Long-Sequence Recommendation Models Need Decoupled Embeddings

ICLR 2025Poster

202411 篇

5.5
4

Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting

NeurIPS 2024Poster
6.0
5

DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction

NeurIPS 2024Poster
6.3
4

AutoTimes: Autoregressive Time Series Forecasters via Large Language Models

NeurIPS 2024Poster
5.0
4

Harmony World Models: Boosting Sample Efficiency for Model-based Reinforcement Learning

ICLR 2024Rejected
5.0
4

HelmSim: Learning Helmholtz Dynamics for Interpretable Fluid Simulation

ICLR 2024Rejected
5.5
4

RoPINN: Region Optimized Physics-Informed Neural Networks

NeurIPS 2024Poster
5.3
4

On the Embedding Collapse When Scaling up Recommendation Models

ICLR 2024Rejected
6.0
4

iVideoGPT: Interactive VideoGPTs are Scalable World Models

NeurIPS 2024Poster
7.5
4

iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

ICLR 2024Spotlight
7.5
4

Efficient ConvBN Blocks for Transfer Learning and Beyond

ICLR 2024Spotlight
6.0
4

TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

NeurIPS 2024Poster
合作者 (20)