Yun Cheng

Researcher, ETHZ - ETH Zurich

Joined

April 2024

Names

Yun Cheng (Preferred)

Emails

****@gmail.com (Confirmed)

****@sdsc.ethz.ch (Confirmed)

Personal Links

ORCID

Career & Education History

Researcher

ETHZ - ETH Zurich (ethz.ch)

2023 – Present

PhD student

ETHZ - ETH Zurich (ethz.ch)

2018 – 2022

MS student

Harbin Institute of Technology (hit.edu.cn)

2012 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Lothar Thiele

2018 – 2022

Expertise

Spatial AI

2023 – Present

Machine Intelligence

Efficient Machine Learning

2018 – 2023

Publications

FocusDC: Real-World Scene Infusion for Robust Dataset Condensation
Youbing Hu, Yun Cheng, Olga Saukh, Firat Ozdemir, Anqi Lu, Zhiqiang Cao, Min Zhang, Zhijun Li
- CPAL 2026 (Proceedings Track) Poster
- Readers: Everyone
FOSL: A Foldable Sparse-and-Low-Rank Method for Efficient LLM Pre-training
Dong Wang, Francesco Corti, Yun Cheng, Olga Saukh
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Cut Less, Fold More: Model Compression through the Lens of Projection Geometry
Olga Saukh, Dong Wang, Haris Šikić, Yun Cheng, Lothar Thiele
- ICLR 2026 Poster
- Readers: Everyone
FOSL: A Foldable Sparse-and-Low-Rank Method for Efficient LLM Pre-training
Dong Wang, Francesco Corti, Yun Cheng, Olga Saukh
- Submitted to ICLR 2026
- Readers: Everyone
S$^2$Transformer: Scalable Structured Transformers for Global Station Weather Forecasting
Hongyi Chen, Xiucheng Li, Xinyang Chen, Yun Cheng, Jing Li, Kehai Chen, Liqiang Nie
- Accepted by TMLR
- Readers: Everyone
TimeCAT: Hierarchical Context-Aware Transformer with Dynamic Grouping for Time Series Forecasting
Yun Cheng
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition
Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li
- AAAI 2024
- Readers: Everyone
Satellite-Terrestrial Collaborative Object Detection via Task-Inspired Framework
Anqi Lu, Yun Cheng, Youbing Hu, Zhiqiang Cao, Yongrui Chen, Zhijun Li
- IEEE Internet Things J. 2023
- Readers: Everyone
Content-Aware Adaptive Device-Cloud Collaborative Inference for Object Detection
Youbing Hu, Zhijun Li, Yongrui Chen, Yun Cheng, Zhiqiang Cao, Jie Liu
- IEEE Internet Things J. 2023
- Readers: Everyone
Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions
Jing Xu, Shuo Wang, Na Ying, Xiao Xiao, Jiang Zhang, Yun Cheng, Zhiling Jin, Gangfeng Zhang
- CoRR 2023
- Readers: Everyone

View all 31 publications

Co-Authors

View all 63 co-authors