Nature · 2023
Skilful nowcasting of extreme precipitation with NowcastNet
A generative nowcasting system that combines physical-evolution priors with data-driven learning for large-area, short-term extreme precipitation prediction.
Kaiyuan Chen
ByteDance
AI4Weather Video Generation Deep Learning LLM Scaling Laws
Education
M.S. in Software Engineering
Machine Learning Lab, School of Software, Tsinghua University
Aug 2021 - Jun 2024
B.S. in Mathematics
Department of Mathematical Sciences, Tsinghua University
Aug 2017 - Jun 2021
Publications
Synced from Google Scholar on March 10, 2026. All papers are downloaded locally with figure covers.High Light · Important Works
ICML · 2024
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
Bridges predictive-coding principles with diffusion models to improve precision-aware attention and spatiotemporal forecasting performance.
arXiv · 2025
Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
A reasoning model trained with reinforcement learning that strengthens think-before-answer behavior across math, coding, and tool-use benchmarks.
arXiv · 2025
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
Introduces a profession-aligned evaluation suite for measuring real-world productivity scaling and market readiness of AI agents.
Timeline · Newest to Earliest
2026
BabyVision: Visual Reasoning Beyond Language
arXiv:2601.06521
2025
Virtual Width Networks
arXiv:2511.11238
2024
2023
Skilful nowcasting of extreme precipitation with NowcastNet
Nature 619 (7970), 526-532
Research Interests
- AI for Weather Forecasting
- Video Generation
- Deep Learning
- Diffusion Models
- Large Language Models (LLM)
- Synthetic Data Generation
- Scaling Laws in AI