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Career

· Faculty Member, UCSD Department of Computer Science and Engineering2005–

Publications (134)

Energy Harvesting for Structural Health Monitoring Sensor Networks
2008
466
cited
A Framework for Collaborative Learning in Secure High-Dimensional Space
IEEE International Conference on Cloud Computing · 2019
100
cited
QuantHD: A Quantization Framework for Hyperdimensional Computing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020
93
cited
Modeling and dynamic management of 3D multicore systems with liquid cooling
IEEE/IFIP International Conference on Very Large Scale Integration of System-on-Chip · 2009
73
cited
SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020
69
cited
Modular and Personalized Smart Health Application Design in a Smart City Environment
IEEE Internet of Things Journal · 2018
66
cited
A different approach to sensor networking for shm: Remote powering and interrogation with unmanned aerial vehicles
2007
59
cited
Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse
IEEE transactions on computers · 2020
53
cited
Accelerators for Classical Molecular Dynamics Simulations of Biomolecules
Journal of Chemical Theory and Computation · 2022
51
cited
NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration
IEEE transactions on computers · 2019
51
cited
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks
International Conference on Internet-of-Things Design and Implementation · 2023
48
cited
Low-Power Sparse Hyperdimensional Encoder for Language Recognition
IEEE design & test · 2017
46
cited
Human Behavior Aware Energy Management in Residential Cyber-Physical Systems
IEEE Transactions on Emerging Topics in Computing · 2020
38
cited
Resistive CAM Acceleration for Tunable Approximate Computing
IEEE Transactions on Emerging Topics in Computing · 2019
38
cited
WARM: Workload-Aware Reliability Management in Linux/Android
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2017
37
cited
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices
IEEE Internet of Things Journal · 2022
30
cited
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing
IEEE transactions on computers · 2022
30
cited
Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020
29
cited
Evaluating and improving the reliability of gas-phase sensor system calibrations across new locations for ambient measurements and personal exposure monitoring
Atmospheric Measurement Techniques · 2019
27
cited
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD
ACM Transactions on Reconfigurable Technology and Systems · 2022
26
cited
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