Core program value as “Siemens career path” + “Tsinghua academic life”
Academic & industrial research in parallel through dual management model by academic advisor in Tsinghua University & corporate innovation manager in Siemens Corporate Technology
Joining Siemens PhD Network - A Corporate Community for young researchers worldwide
Research fields | Tsinghua Professors |
---|---|
- Machine learning in industrial applications - Foundation model for time series analysis - Trustworthy AI: explainability, uncertainty calibration, OOD detection, … |
Jie Tang jietang@tsinghua.edu.cn Jun Zhu dcszj@tsinghua.edu.cn Zhiyuan Liu liuzy@tsinghua.edu.cn Dan Pei peidan@tsinghua.edu.cn Fang Zheng fzheng@tsinghua.edu.cn |
- Distributed Computing: Distributed Machine Learning, Distributed Data Storage - Perception: Image Processing / AI / Edge Computing |
Dan Li (Distributed Computing) tolidan@tsinghua.edu.cn Jidong Zhai (Distributed Computing) zhaijidong@tsinghua.edu.cn Youyou Lu (Distributed Storage) luyouyou@tsinghua.edu.cn Lifeng Sun (Edge Perception) sunlf@mail.tsinghua.edu.cn Yuanchun Shi shiyc@tsinghua.edu.cn Xiaolin Hu xlhu@tsinghua.edu.cn |
- IoT for Closed-Loop Control Applications - Software-Defined IoT Device & System Generation - Passive Communication for Industrial IoT |
Mingwei Xu xmw@cernet.edu.cn |
- Human autonomous system interaction design - AI in software engineering - Software Architecture for future Industrial Software & Platform |
Dan Li tolidan@tsinghua.edu.cn Dan Pei peidan@tsinghua.edu.cn Guoliang Li liguoliang@tsinghua.edu.cn Yuanchun Shi shiyc@tsinghua.edu.cn Xuehai Qian xuehaiq@tsinghua.edu.cn |
- Computer vision and environmental perception - Autonomous robot motion planning - Advanced robot applications - AI based robotics and automation technology |
Huaping Liu hpliu@tsinghua.edu.cn Juanzi Li lijuanzi@tsinghua.edu.cn Yuanchun Shi shiyc@tsinghua.edu.cn |
- Electronic design, signal process, and wireless communication for embedded system - Battery energy storage, battery recycling, battery manufacturing application - Industrial energy transparency, scheduling, and optimization - Imitation learning for workflow generation (robotic manipulation or automation operation) |
Lifeng Sun sunlf@tsinghua.edu.cn Wenjian Yu yu-wj@tsinghua.edu.cn |
- Semantic modeling for digital manufacturing - Simulation and optimization algorithms - AI enhanced simulation technologies for autonomous and complex systems - Advanced simulation architecture |
Juanzi Li lijuanzi@tsinghua.edu.cn Wenjian Yu yu-wj@tsinghua.edu.cn |