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Mingsheng Long — most-cited papers & profile · Large Language Models
← authors
·
overview
Mingsheng Long
9
papers ·
251
citations ·
69
h-index
Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Time Series Models: A Comprehensive Survey and Benchmark
2024 · 245 citations
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding
2025 · 3 citations
iVideoGPT: Interactive VideoGPTs are Scalable World Models
2024 · 2 citations
HarmonyDream: Task Harmonization Inside World Models
2023 · 1 citations
DiTS: Multimodal Diffusion Transformers Are Time Series Forecasters
2026
JEPA-VLA: Video Predictive Embedding is Needed for VLA Models
2026
It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks
2026
Vid2World: Crafting Video Diffusion Models to Interactive World Models
2025
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model
2025
Topics
Foundation Models
Manipulation
Control
Anomaly Detection
Domain — Finance
Domain — Energy/Weather
Domain — Healthcare
Transformer Forecasters
Probabilistic
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