Sotabase

Career

· Assistant Professor, University of Florida2025–
· Instructor in the Department of Genetics, Stanford University School of Medicine
· PhD in Computer Science, Tsinghua University
· Research Associate (w/o compensation), VA Palo Alto Epidemiology Research and Information Center (ERIC)

Publications (50)

Empirically revisiting the test independence assumption
International Symposium on Software Testing and Analysis · 2014
175
cited
Packing Sparse Convolutional Neural Networks for Efficient Systolic Array Implementations: Column Combining Under Joint Optimization
International Conference on Architectural Support for Programming Languages and Operating Systems · 2018
147
cited
Automated diagnosis of software configuration errors
International Conference on Software Engineering · 2013
142
cited
Combined static and dynamic automated test generation
International Symposium on Software Testing and Analysis · 2011
136
cited
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control
Neural Information Processing Systems · 2019
124
cited
A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning
AAAI Conference on Artificial Intelligence · 2022
99
cited
Which configuration option should I change?
International Conference on Software Engineering · 2014
91
cited
FAST: DNN Training Under Variable Precision Block Floating Point with Stochastic Rounding
International Symposium on High-Performance Computer Architecture · 2021
90
cited
On the Robustness of Cooperative Multi-Agent Reinforcement Learning
2020 IEEE Security and Privacy Workshops (SPW) · 2020
84
cited
Routing Algorithms for Network Function Virtualization Enabled Multicast Topology on SDN
IEEE Transactions on Network and Service Management · 2015
78
cited
Succinct and Robust Multi-Agent Communication With Temporal Message Control
Neural Information Processing Systems · 2020
76
cited
Automated documentation inference to explain failed tests
International Conference on Automated Software Engineering · 2011
60
cited
Automatically repairing broken workflows for evolving GUI applications
International Symposium on Software Testing and Analysis · 2013
45
cited
Dependent-test-aware regression testing techniques
International Symposium on Software Testing and Analysis · 2020
41
cited
Full-stack optimization for accelerating CNNs using powers-of-two weights with FPGA validation
International Conference on Supercomputing · 2019
39
cited
Proactive detection of inadequate diagnostic messages for software configuration errors
International Symposium on Software Testing and Analysis · 2015
38
cited
Finding errors in multithreaded GUI applications
International Symposium on Software Testing and Analysis · 2012
35
cited
RTN: Reparameterized Ternary Network
AAAI Conference on Artificial Intelligence · 2019
34
cited
Adaptive Distributed Convolutional Neural Network Inference at the Network Edge with ADCNN
International Conference on Parallel Processing · 2020
29
cited
Network Function Virtualization enabled multicast routing on SDN
2015 IEEE International Conference on Communications (ICC) · 2015
29
cited
Sotabase