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Yifan Gong
Yifan Gong
Northeastern University
Verified email at northeastern.edu - Homepage
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Year
Rtmobile: Beyond real-time mobile acceleration of rnns for speech recognition
P Dong, S Wang, W Niu, C Zhang, S Lin, Z Li, Y Gong, B Ren, X Lin, ...
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
552020
Radio frequency fingerprinting on the edge
T Jian, Y Gong, Z Zhan, R Shi, N Soltani, Z Wang, J Dy, K Chowdhury, ...
IEEE Transactions on Mobile Computing 21 (11), 4078-4093, 2021
422021
Mest: Accurate and fast memory-economic sparse training framework on the edge
G Yuan, X Ma, W Niu, Z Li, Z Kong, N Liu, Y Gong, Z Zhan, C He, Q Jin, ...
Advances in Neural Information Processing Systems 34, 20838-20850, 2021
382021
Achieving on-mobile real-time super-resolution with neural architecture and pruning search
Z Zhan, Y Gong, P Zhao, G Yuan, W Niu, Y Wu, T Zhang, M Jayaweera, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
382021
Sparcl: Sparse continual learning on the edge
Z Wang, Z Zhan, Y Gong, G Yuan, W Niu, T Jian, B Ren, S Ioannidis, ...
NeurIPS'22, 2022
352022
A privacy-preserving-oriented dnn pruning and mobile acceleration framework
Y Gong, Z Zhan, Z Li, W Niu, X Ma, W Wang, B Ren, C Ding, X Lin, X Xu, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 119-124, 2020
232020
SS-Auto: A single-shot, automatic structured weight pruning framework of DNNs with ultra-high efficiency
Z Li, Y Gong, X Ma, S Liu, M Sun, Z Zhan, Z Kong, G Yuan, Y Wang
arXiv preprint arXiv:2001.08839, 2020
182020
Reverse Engineering of Imperceptible Adversarial Image Perturbations
Y Gong, Y Yao, Y Li, Y Zhang, X Liu, X Lin, S Liu
ICLR'22, 2022
162022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
Y Wu, Y Gong, P Zhao, Y Li, Z Zhan, W Niu, H Tang, M Qin, B Ren, ...
ECCV'22, 2022
142022
Blk-rew: A unified block-based dnn pruning framework using reweighted regularization method
X Ma, Z Li, Y Gong, T Zhang, W Niu, Z Zhan, P Zhao, J Tang, X Lin, B Ren, ...
arXiv preprint arXiv:2001.08357, 2020
142020
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors
S Chen, G Yuan, X Cheng, Y Gong, M Qin, Y Wang, X Huang
ICLR'23, 2022
112022
Chic experience-driven scheduling in machine learning clusters
Y Gong, B Li, B Liang, Z Zhan
Proceedings of the International Symposium on Quality of Service, 1-10, 2019
102019
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration
Y Gong, G Yuan, Z Zhan, W Niu, Z Li, P Zhao, Y Cai, S Liu, B Ren, X Lin, ...
ACM Transactions on Design Automation of Electronic Systems (TODAES), 2021
72021
Blcr: Towards real-time dnn execution with block-based reweighted pruning
X Ma, G Yuan, Z Li, Y Gong, T Zhang, W Niu, Z Zhan, P Zhao, N Liu, ...
2022 23rd International Symposium on Quality Electronic Design (ISQED), 1-8, 2022
52022
Zhenglun Kong, Geng Yuan, and Yanzhi Wang. 2020. SS-Auto: A single-shot, automatic structured weight pruning framework of DNNs with ultra-high efficiency
Z Li, Y Gong, X Ma, S Liu, M Sun, Z Zhan
arXiv preprint arXiv:2001.08839, 2020
52020
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
Z Wang, Z Zhan, Y Gong, Y Shao, S Ioannidis, Y Wang, J Dy
ICML'23, 2023
42023
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management
Y Gong, Z Zhan, P Zhao, Y Wu, C Wu, C Ding, W Jiang, M Qin, Y Wang
ICCAD'22, 2022
22022
Reverse Engineering of Deceptions on Machine-and Human-Centric Attacks
Y Yao, X Guo, V Asnani, Y Gong, J Liu, X Lin, X Liu, S Liu
Foundations and Trends® in Privacy and Security 6 (2), 53-152, 2024
12024
HotBEV: Hardware-oriented Transformer-based Multi-View 3D Detector for BEV Perception
P Dong, Z Kong, X Meng, P Yu, Y Gong, G Yuan, H Tang, Y Wang
Advances in Neural Information Processing Systems 36, 2024
12024
Can Adversarial Examples Be Parsed to Reveal Victim Model Information?
Y Yao, J Liu, Y Gong, X Liu, Y Wang, X Lin, S Liu
arXiv preprint arXiv:2303.07474, 2023
12023
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