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Career

· faculty, WPI

Publications (45)

Improving the Performance of OpenCL-based FPGA Accelerator for Convolutional Neural Network
Symposium on Field Programmable Gate Arrays · 2017
208
cited
Fundamental bounds on the fidelity of sensory cortical coding
Nature · 2020
177
cited
Virtualizing FPGAs in the Cloud
International Conference on Architectural Support for Programming Languages and Operating Systems · 2020
97
cited
Apple Intelligence Foundation Language Models
arXiv.org · 2024
69
cited
Emergent reliability in sensory cortical coding and inter-area communication
Nature · 2022
67
cited
Boosting the Performance of FPGA-based Graph Processor using Hybrid Memory Cube: A Case for Breadth First Search
Symposium on Field Programmable Gate Arrays · 2017
61
cited
Adaptive Quantization of Neural Networks
International Conference on Learning Representations · 2018
57
cited
Hyper-Ap: Enhancing Associative Processing Through A Full-Stack Optimization
International Symposium on Computer Architecture · 2020
47
cited
Challenges and Opportunities: From Near-memory Computing to In-memory Computing
ACM International Symposium on Physical Design · 2017
46
cited
Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
45
cited
Degree-aware Hybrid Graph Traversal on FPGA-HMC Platform
Symposium on Field Programmable Gate Arrays · 2018
43
cited
Accelerating Graph Analytics by Co-Optimizing Storage and Access on an FPGA-HMC Platform
Symposium on Field Programmable Gate Arrays · 2018
34
cited
Reconfigurable in-memory computing with resistive memory crossbar
2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) · 2016
31
cited
When application-specific ISA meets FPGAs: a multi-layer virtualization framework for heterogeneous cloud FPGAs
International Conference on Architectural Support for Programming Languages and Operating Systems · 2021
28
cited
Revisiting PathFinder Routing Algorithm
Symposium on Field Programmable Gate Arrays · 2022
23
cited
Liquid Silicon: A Nonvolatile Fully Programmable Processing-in-Memory Processor With Monolithically Integrated ReRAM
IEEE Journal of Solid-State Circuits · 2020
21
cited
MEG
ACM Transactions on Reconfigurable Technology and Systems · 2020
13
cited
Liquid Silicon: A Nonvolatile Fully Programmable Processing-In-Memory Processor with Monolithically Integrated ReRAM for Big Data/Machine Learning Applications
Symposium on VLSI Circuits · 2019
12
cited
Liquid Silicon-Monona: A Reconfigurable Memory-Oriented Computing Fabric with Scalable Multi-Context Support
International Conference on Architectural Support for Programming Languages and Operating Systems · 2018
12
cited
Software-defined address mapping: a case on 3D memory
International Conference on Architectural Support for Programming Languages and Operating Systems · 2022
12
cited
Sotabase
Jane Li | Researcher Profile | Sotabase | Sotabase