Lijie Fan (樊立杰)
I am a PhD student at MIT CSAIL. I’m advised by Prof. Dina Katabi. My research interest lies mainly within machine perception and learning from vision and wireless signals. Previously I got my bachelor’s degree in Computer Science and Technology from Tsinghua University.
Professional Services
Publications
Preprint
Conference & Journal Articles
(*: equal contribution)
Unsupervised Learning for Human Sensing Using Radio Signals
Tianhong Li*, Lijie Fan*, Yuan Yuan*, Dina Katabi
WACV 2022 (To Appear)
Tianhong Li*, Lijie Fan*, Yuan Yuan*, Dina Katabi
WACV 2022 (To Appear)
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
Lijie Fan, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Chuang Gan
NeurIPS 2021 Project Page / PDF / arXiv / Code / TechTalks
Lijie Fan, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Chuang Gan
NeurIPS 2021 Project Page / PDF / arXiv / Code / TechTalks
In-Home Daily-Life Captioning Using Radio Signals
Lijie Fan*, Tianhong Li*, Yuan Yuan, Dina Katabi
ECCV 2020 Project Page / PDF / arXiv / Slides / Demo / Video / Talk / CSAIL News / BBC / TechCrunch / Engadget / VentureBeat
Oral Presentation
Lijie Fan*, Tianhong Li*, Yuan Yuan, Dina Katabi
ECCV 2020 Project Page / PDF / arXiv / Slides / Demo / Video / Talk / CSAIL News / BBC / TechCrunch / Engadget / VentureBeat
Oral Presentation
Learning Longterm Representations for Person Re-Identification Using Radio Signals
Lijie Fan*, Tianhong Li*, Rongyao Fang*, Rumen Hristov, Yuan Yuan, Dina Katabi
CVPR 2020 Project Page / PDF / arXiv / Video / CSAIL News / TechCrunch / Yahoo News
Lijie Fan*, Tianhong Li*, Rongyao Fang*, Rumen Hristov, Yuan Yuan, Dina Katabi
CVPR 2020 Project Page / PDF / arXiv / Video / CSAIL News / TechCrunch / Yahoo News
Making the Invisible Visible: Action Recognition Through Walls and Occlusions
Tianhong Li*, Lijie Fan*, Mingmin Zhao, Yingcheng Liu, Dina Katabi
Real-time Through-wall Human Activity Recognition using Radio Signals
ECCV 2020 Demo Project Page / Video
Tianhong Li*, Lijie Fan*, Mingmin Zhao, Yingcheng Liu, Dina Katabi
Real-time Through-wall Human Activity Recognition using Radio Signals
ECCV 2020 Demo Project Page / Video
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation
Lijie Fan, Wenbing Huang, Chuang Gan, Junzhou Huang, Boqing Gong
AAAI 2019 Project Page/ PDF / arXiv
Oral Presentation
Lijie Fan, Wenbing Huang, Chuang Gan, Junzhou Huang, Boqing Gong
AAAI 2019 Project Page/ PDF / arXiv
Oral Presentation
End-to-End Learning of Motion Representation for Video Understanding
Lijie Fan*, Wenbing Huang*, Chuang Gan, Stefano Ermon, Boqing Gong, Junzhou Huang
CVPR 2018 Project Page/ PDF / arXiv / Code / Talk
Spotlight Presentation
Lijie Fan*, Wenbing Huang*, Chuang Gan, Stefano Ermon, Boqing Gong, Junzhou Huang
CVPR 2018 Project Page/ PDF / arXiv / Code / Talk
Spotlight Presentation
Towards Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks
Wenbing Huang*, Lijie Fan* ,Mehrtash Harandi, Lin Ma, Huaping Liu, Wei Liu, Chuang Gan
IEEE Transactions on Image Processing (T-IP) 2019 PDF
Wenbing Huang*, Lijie Fan* ,Mehrtash Harandi, Lin Ma, Huaping Liu, Wei Liu, Chuang Gan
IEEE Transactions on Image Processing (T-IP) 2019 PDF
Adversarial Localization Network
Lijie Fan, Shengjia Zhao, Stefano Ermon
NIPS 2017 Workshop on Learning with Limited Labeled Data PDF
Lijie Fan, Shengjia Zhao, Stefano Ermon
NIPS 2017 Workshop on Learning with Limited Labeled Data PDF
