Sotabase

Career

· Professor, Beijing University of Posts and Telecommunications2018–
· Postdoctoral Researcher, ETH Zurich2018–2022
· Professor, Hiroshima City University2015–
· Assistant Professor, Institute of Computing Technology, Chinese Academy of Sciences2014–2018
· Joint Ph.D. Student, University of Illinois at Urbana-Champaign2011–2013
· Ph.D. in Computer Architecture, University of Science and Technology Beijing2009–2014
· Professor, Tottori University2007–2015
· Associate Professor, Iwate University2002–2007
· Associate Professor, Hiroshima City University1995–2002
· Research Assistant, Osaka University1993–1995
· PhD Student, Osaka University1990–1993
· B.S. in Electrical Engineering, Beijing Tsinghua University1985–
· Professor, Beijing University of Post and Telecommunucations

Publications (145)

Deep learning for post-processing ensemble weather forecasts
Philosophical Transactions of the Royal Society A · 2020
189
cited
Data Movement Is All You Need: A Case Study on Optimizing Transformers
Conference on Machine Learning and Systems · 2020
169
cited
Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines
International Conference for High Performance Computing, Networking, Storage and Analysis · 2021
167
cited
Micro-expression Recognition Based on Facial Graph Representation Learning and Facial Action Unit Fusion
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2021
118
cited
A Novel Graph-TCN with a Graph Structured Representation for Micro-expression Recognition
ACM Multimedia · 2020
117
cited
Binocular Spherical Stereo
IEEE transactions on intelligent transportation systems (Print) · 2008
87
cited
Near-optimal sparse allreduce for distributed deep learning
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2022
66
cited
Taming unbalanced training workloads in deep learning with partial collective operations
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2019
64
cited
Full-View Spherical Image Camera
International Conference on Pattern Recognition · 2006
57
cited
Eye-Model-Based Gaze Estimation by RGB-D Camera
2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops · 2014
56
cited
Flare: Flexible In-Network Allreduce
International Conference for High Performance Computing, Networking, Storage and Analysis · 2021
54
cited
Easy Calibration of a Blind-Spot-Free Fisheye Camera System Using a Scene of a Parking Space
IEEE transactions on intelligent transportation systems (Print) · 2011
52
cited
Gaze Estimation From Color Image Based on the Eye Model With Known Head Pose
IEEE Transactions on Human-Machine Systems · 2016
51
cited
Efficient Quantized Sparse Matrix Operations on Tensor Cores
International Conference for High Performance Computing, Networking, Storage and Analysis · 2022
49
cited
Monitoring Around a Vehicle by a Spherical Image Sensor
IEEE transactions on intelligent transportation systems (Print) · 2006
44
cited
Real-Time Spherical Stereo
International Conference on Pattern Recognition · 2006
41
cited
Spherical stereo for the construction of immersive VR environment
IEEE Proceedings. VR 2005. Virtual Reality, 2005. · 2005
38
cited
PipeFisher: Efficient Training of Large Language Models Using Pipelining and Fisher Information Matrices
Conference on Machine Learning and Systems · 2022
36
cited
Respiratory signal and human stress: non-contact detection of stress with a low-cost depth sensing camera
International Journal of Machine Learning and Cybernetics · 2020
36
cited
HammingMesh: A Network Topology for Large-Scale Deep Learning
International Conference for High Performance Computing, Networking, Storage and Analysis · 2022
33
cited
Sotabase