Jianfei yang

Dr. Yang is an Assistant Professor at Nanyang Technological University. His research interests include Physical AI, multimodal LLM, and robotics.

Education

• Ph.D. in AI, 2016-2020
  • Nanyang Technological University (NTU), Singapore
• Bachelor of Engineering, 2012-2016
  • Sun Yat-Sen University

Experience

• Assistant Professor, 2024-present
  • Nanyang Technological University (NTU), Singapore
• Visiting Scholar, 2024
  • Harvard University
• Visiting Scientist, 2024
  • The University of Tokyo
• Presidential Postdoc Fellow, 2021-2024
  • Nanyang Technological University (NTU), Singapore
• Senior Research Engineer, 2021
  • University of California, Berkeley

First-Author Publications

[1] Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?
Jianfei Yang, Hanjie Qian, Yuecong Xu, Kai Wang, and Lihua Xie
International Conference on Learning Representations 2024 (ICLR 2024)

[2] MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing. Jianfei Yang, He Huang, Yunjiao Zhou, Xinyan Chen, Yuecong Xu, Han Zou, Chris Lu, and Lihua Xie 37th Conference on Neural Information Processing Systems 2023 Dataset and Benchmarks Track (NeurIPS 2023)

[3] Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors.
Jianfei Yang, Xiangyu Peng, Kai Wang, Zheng Zhu, Jiashi Feng, Lihua Xie, and Yang You International Conference on Learning Representations 2023 (ICLR 2023), Selected as Spotlight (top 7.5%)

[4] SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing.
Jianfei Yang, Xinyan Chen, Dazhuo Wang, Han Zou, Chris Lu, Sumei Sun, and Lihua Xie.
Patterns 4, no. 3 Cell Press, 2023