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Yan Xiong
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Defending bit-flip attack through dnn weight reconstruction
J Li, AS Rakin, Y Xiong, L Chang, Z He, D Fan, C Chakrabarti
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
492020
Transmuter: Bridging the efficiency gap using memory and dataflow reconfiguration
S Pal, S Feng, D Park, S Kim, A Amarnath, CS Yang, X He, J Beaumont, ...
Proceedings of the ACM International Conference on Parallel Architectures …, 2020
252020
Defending bit-flip attack through dnn weight reconstruction. In 2020 57th ACM/IEEE Design Automation Conference (DAC)
J Li, AS Rakin, Y Xiong, L Chang, Z He, D Fan, C Chakrabarti
IEEE, 1ś6, 2020
162020
Versa: A 36-core systolic multiprocessor with dynamically reconfigurable interconnect and memory
S Kim, M Fayazi, A Daftardar, KY Chen, J Tan, S Pal, T Ajayi, Y Xiong, ...
IEEE Journal of Solid-State Circuits 57 (4), 986-998, 2022
122022
Accelerating deep neural network computation on a low power reconfigurable architecture
Y Xiong, J Zhou, S Pal, D Blaauw, HS Kim, T Mudge, R Dreslinski, ...
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
92020
An adjustable farthest point sampling method for approximately-sorted point cloud data
J Li, J Zhou, Y Xiong, X Chen, C Chakrabarti
2022 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2022
82022
Residual+ Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition.
Y Xiong, V Berisha, C Chakrabarti
Interspeech, 3337-3341, 2019
72019
Versa: A dataflow-centric multiprocessor with 36 systolic arm cortex-m4f cores and a reconfigurable crossbar-memory hierarchy in 28nm
S Kim, M Fayazi, A Daftardar, KY Chen, J Tan, S Pal, T Ajayi, Y Xiong, ...
2021 Symposium on VLSI Circuits, 1-2, 2021
52021
Computationally-efficient voice activity detection based on deep neural networks
Y Xiong, V Berisha, C Chakrabarti
2021 IEEE Workshop on Signal Processing Systems (SiPS), 64-69, 2021
42021
Aligning speech enhancement for improving downstream classification performance
Y Xiong, V Berisha, C Chakrabarti
Proceedings of the Annual Conference of the International Speech …, 2023
2023
Improving Energy Efficiency of Convolutional Neural Networks on Multi-core Architectures through Run-time Reconfiguration
Y Xiong, J Li, D Blaauw, HS Kim, T Mudge, R Dreslinski, C Chakrabarti
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 375-379, 2022
2022
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