Sotabase

Career

· Co-Founder And CEO, Eigen AI (Current)2024–
· Research Intern, NVIDIA2020–2020
· Doctor of Philosophy - PhD, Computer Science, 5.0/5.0, Massachusetts Institute of Technology2018–2024
· Graduate Research Assistant, Massachusetts Institute of Technology2018–2024
· Master of Science - MS, Electrical Engineering and Computer Science, 5.0/5.0, Massachusetts Institute of Technology2018–2020
· Research Intern, Xilinx2018–2018
· Exchange Student, Computer Science, UCLA2017–2017
· Research Assistant, University of Washington2015–2017
· Bachelor of Engineering - BE, EECS, Ranking 1st in School of Engineering, Fudan University2014–2018
· Research Assistant, Fudan University2014–2018

Publications (58)

SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
International Symposium on High-Performance Computer Architecture · 2020
502
cited
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits
International Symposium on High-Performance Computer Architecture · 2021
248
cited
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
ACM Trans. Design Autom. Electr. Syst. · 2022
133
cited
Park: An Open Platform for Learning-Augmented Computer Systems
Neural Information Processing Systems · 2019
100
cited
QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization
Design Automation Conference · 2021
84
cited
QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning
Design Automation Conference · 2022
61
cited
Variational Quantum Pulse Learning
International Conference on Quantum Computing and Engineering · 2022
56
cited
TorchQuantum Case Study for Robust Quantum Circuits (Invited Paper)
2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2022
41
cited
DeepVS: a deep learning approach for RF-based vital signs sensing
ACM International Conference on Bioinformatics, Computational Biology and Biomedicine · 2022
40
cited
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation
arXiv.org · 2022
34
cited
Hybrid Gate-Pulse Model for Variational Quantum Algorithms
Design Automation Conference · 2022
33
cited
Design of Quantum Computer Antivirus
IEEE International Symposium on Hardware Oriented Security and Trust · 2023
29
cited
Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator
International Symposium on High-Performance Computer Architecture · 2023
29
cited
NAPA: Intermediate-Level Variational Native-Pulse Ansatz for Variational Quantum Algorithms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022
28
cited
Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers
arXiv.org · 2023
27
cited
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL
Workshop on Machine Learning for CAD · 2022
26
cited
PAN: Pulse Ansatz on NISQ Machines
arXiv.org · 2022
25
cited
TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits
arXiv.org · 2022
22
cited
Interpretable security analysis of cancellable biometrics using constrained-optimized similarity-based attack
2021 IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW) · 2020
20
cited
Towards Advantages of Parameterized Quantum Pulses
2023
18
cited
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Hanrui Wang | Researcher Profile | Sotabase | Sotabase