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Yifan Gong
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 34
Top Topics
Reverse Engineer
Speech Recognition
Neural Architecture
Regularization Method
Top Venues
CoRR
NeurIPS
DAC
ICLR
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Publications
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Yifan Gong
,
Zheng Zhan
,
Qing Jin
,
Yanyu Li
,
Yerlan Idelbayev
,
Xian Liu
,
Andrey Zharkov
,
Kfir Aberman
,
Sergey Tulyakov
,
Yanzhi Wang
,
Jian Ren
GAN: Efficient Training of Efficient GANs for Image-to-Image Translation.
CoRR
(2024)
Yuguang Yao
,
Xiao Guo
,
Vishal Asnani
,
Yifan Gong
,
Jiancheng Liu
,
Xue Lin
,
Xiaoming Liu
,
Sijia Liu
Reverse Engineering of Deceptions on Machine- and Human-Centric Attacks.
Found. Trends Priv. Secur.
6 (2) (2024)
Yifan Gong
,
Zheng Zhan
,
Yanyu Li
,
Yerlan Idelbayev
,
Andrey Zharkov
,
Kfir Aberman
,
Sergey Tulyakov
,
Yanzhi Wang
,
Jian Ren
Efficient Training with Denoised Neural Weights.
CoRR
(2024)
Zifeng Wang
,
Zheng Zhan
,
Yifan Gong
,
Yucai Shao
,
Stratis Ioannidis
,
Yanzhi Wang
,
Jennifer G. Dy
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning.
ICML
(2023)
Yifan Gong
,
Pu Zhao
,
Zheng Zhan
,
Yushu Wu
,
Chao Wu
,
Zhenglun Kong
,
Minghai Qin
,
Caiwen Ding
,
Yanzhi Wang
Condense: A Framework for Device and Frequency Adaptive Neural Network Models on the Edge.
DAC
(2023)
Peiyan Dong
,
Zhenglun Kong
,
Xin Meng
,
Pinrui Yu
,
Yifan Gong
,
Geng Yuan
,
Hao Tang
,
Yanzhi Wang
HotBEV: Hardware-oriented Transformer-based Multi-View 3D Detector for BEV Perception.
NeurIPS
(2023)
Yushu Wu
,
Yifan Gong
,
Zheng Zhan
,
Geng Yuan
,
Yanyu Li
,
Qi Wang
,
Chao Wu
,
Yanzhi Wang
MOC: Multi-Objective Mobile CPU-GPU Co-Optimization for Power-Efficient DNN Inference.
ICCAD
(2023)
Sizhe Chen
,
Geng Yuan
,
Xinwen Cheng
,
Yifan Gong
,
Minghai Qin
,
Yanzhi Wang
,
Xiaolin Huang
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors.
ICLR
(2023)
Yuguang Yao
,
Jiancheng Liu
,
Yifan Gong
,
Xiaoming Liu
,
Yanzhi Wang
,
Xue Lin
,
Sijia Liu
Can Adversarial Examples Be Parsed to Reveal Victim Model Information?
CoRR
(2023)
Zifeng Wang
,
Zheng Zhan
,
Yifan Gong
,
Yucai Shao
,
Stratis Ioannidis
,
Yanzhi Wang
,
Jennifer G. Dy
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning.
CoRR
(2023)
Sizhe Chen
,
Geng Yuan
,
Xinwen Cheng
,
Yifan Gong
,
Minghai Qin
,
Yanzhi Wang
,
Xiaolin Huang
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors.
CoRR
(2022)
Yifan Gong
,
Yuguang Yao
,
Yize Li
,
Yimeng Zhang
,
Xiaoming Liu
,
Xue Lin
,
Sijia Liu
Reverse Engineering of Imperceptible Adversarial Image Perturbations.
ICLR
(2022)
Yifan Gong
,
Yuguang Yao
,
Yize Li
,
Yimeng Zhang
,
Xiaoming Liu
,
Xue Lin
,
Sijia Liu
Reverse Engineering of Imperceptible Adversarial Image Perturbations.
CoRR
(2022)
Zifeng Wang
,
Zheng Zhan
,
Yifan Gong
,
Geng Yuan
,
Wei Niu
,
Tong Jian
,
Bin Ren
,
Stratis Ioannidis
,
Yanzhi Wang
,
Jennifer G. Dy
SparCL: Sparse Continual Learning on the Edge.
NeurIPS
(2022)
Yifan Gong
,
Zheng Zhan
,
Pu Zhao
,
Yushu Wu
,
Chao Wu
,
Caiwen Ding
,
Weiwen Jiang
,
Minghai Qin
,
Yanzhi Wang
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management.
CoRR
(2022)
Tong Jian
,
Yifan Gong
,
Zheng Zhan
,
Runbin Shi
,
Nasim Soltani
,
Zifeng Wang
,
Jennifer G. Dy
,
Kaushik R. Chowdhury
,
Yanzhi Wang
,
Stratis Ioannidis
Radio Frequency Fingerprinting on the Edge.
IEEE Trans. Mob. Comput.
21 (11) (2022)
Zifeng Wang
,
Zheng Zhan
,
Yifan Gong
,
Geng Yuan
,
Wei Niu
,
Tong Jian
,
Bin Ren
,
Stratis Ioannidis
,
Yanzhi Wang
,
Jennifer G. Dy
SparCL: Sparse Continual Learning on the Edge.
CoRR
(2022)
Yushu Wu
,
Yifan Gong
,
Pu Zhao
,
Yanyu Li
,
Zheng Zhan
,
Wei Niu
,
Hao Tang
,
Minghai Qin
,
Bin Ren
,
Yanzhi Wang
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution.
CoRR
(2022)
Yifan Gong
,
Geng Yuan
,
Zheng Zhan
,
Wei Niu
,
Zhengang Li
,
Pu Zhao
,
Yuxuan Cai
,
Sijia Liu
,
Bin Ren
,
Xue Lin
,
Xulong Tang
,
Yanzhi Wang
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration.
ACM Trans. Design Autom. Electr. Syst.
27 (5) (2022)
Yifan Gong
,
Zheng Zhan
,
Pu Zhao
,
Yushu Wu
,
Chao Wu
,
Caiwen Ding
,
Weiwen Jiang
,
Minghai Qin
,
Yanzhi Wang
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management.
ICCAD
(2022)
Yushu Wu
,
Yifan Gong
,
Pu Zhao
,
Yanyu Li
,
Zheng Zhan
,
Wei Niu
,
Hao Tang
,
Minghai Qin
,
Bin Ren
,
Yanzhi Wang
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution.
ECCV (19)
(2022)
Xiaolong Ma
,
Geng Yuan
,
Zhengang Li
,
Yifan Gong
,
Tianyun Zhang
,
Wei Niu
,
Zheng Zhan
,
Pu Zhao
,
Ning Liu
,
Jian Tang
,
Xue Lin
,
Bin Ren
,
Yanzhi Wang
BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning.
ISQED
(2022)
Yifan Gong
,
Geng Yuan
,
Zheng Zhan
,
Wei Niu
,
Zhengang Li
,
Pu Zhao
,
Yuxuan Cai
,
Sijia Liu
,
Bin Ren
,
Xue Lin
,
Xulong Tang
,
Yanzhi Wang
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration.
CoRR
(2021)
Zheng Zhan
,
Yifan Gong
,
Pu Zhao
,
Geng Yuan
,
Wei Niu
,
Yushu Wu
,
Tianyun Zhang
,
Malith Jayaweera
,
David R. Kaeli
,
Bin Ren
,
Xue Lin
,
Yanzhi Wang
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search.
ICCV
(2021)
Geng Yuan
,
Xiaolong Ma
,
Wei Niu
,
Zhengang Li
,
Zhenglun Kong
,
Ning Liu
,
Yifan Gong
,
Zheng Zhan
,
Chaoyang He
,
Qing Jin
,
Siyue Wang
,
Minghai Qin
,
Bin Ren
,
Yanzhi Wang
,
Sijia Liu
,
Xue Lin
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge.
NeurIPS
(2021)
Zheng Zhan
,
Yifan Gong
,
Pu Zhao
,
Geng Yuan
,
Wei Niu
,
Yushu Wu
,
Tianyun Zhang
,
Malith Jayaweera
,
David R. Kaeli
,
Bin Ren
,
Xue Lin
,
Yanzhi Wang
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search.
CoRR
(2021)
Geng Yuan
,
Xiaolong Ma
,
Wei Niu
,
Zhengang Li
,
Zhenglun Kong
,
Ning Liu
,
Yifan Gong
,
Zheng Zhan
,
Chaoyang He
,
Qing Jin
,
Siyue Wang
,
Minghai Qin
,
Bin Ren
,
Yanzhi Wang
,
Sijia Liu
,
Xue Lin
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge.
CoRR
(2021)
Zhengang Li
,
Yifan Gong
,
Xiaolong Ma
,
Sijia Liu
,
Mengshu Sun
,
Zheng Zhan
,
Zhenglun Kong
,
Geng Yuan
,
Yanzhi Wang
SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency.
CoRR
(2020)
Xiaolong Ma
,
Zhengang Li
,
Yifan Gong
,
Tianyun Zhang
,
Wei Niu
,
Zheng Zhan
,
Pu Zhao
,
Jian Tang
,
Xue Lin
,
Bin Ren
,
Yanzhi Wang
BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method.
CoRR
(2020)
Peiyan Dong
,
Siyue Wang
,
Wei Niu
,
Chengming Zhang
,
Sheng Lin
,
Zhengang Li
,
Yifan Gong
,
Bin Ren
,
Xue Lin
,
Dingwen Tao
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition.
DAC
(2020)
Zheng Zhan
,
Yifan Gong
,
Zhengang Li
,
Pu Zhao
,
Xiaolong Ma
,
Wei Niu
,
Xiaolin Xu
,
Bin Ren
,
Yanzhi Wang
,
Xue Lin
A Privacy-Preserving DNN Pruning and Mobile Acceleration Framework.
CoRR
(2020)
Peiyan Dong
,
Siyue Wang
,
Wei Niu
,
Chengming Zhang
,
Sheng Lin
,
Zhengang Li
,
Yifan Gong
,
Bin Ren
,
Xue Lin
,
Yanzhi Wang
,
Dingwen Tao
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition.
CoRR
(2020)
Yifan Gong
,
Zheng Zhan
,
Zhengang Li
,
Wei Niu
,
Xiaolong Ma
,
Wenhao Wang
,
Bin Ren
,
Caiwen Ding
,
Xue Lin
,
Xiaolin Xu
,
Yanzhi Wang
A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework.
ACM Great Lakes Symposium on VLSI
(2020)
Yifan Gong
,
Baochun Li
,
Ben Liang
,
Zheng Zhan
: experience-driven scheduling in machine learning clusters.
IWQoS
(2019)