Qi Liu - RankMe

19 papers A* 6A 2B 1Journal 4Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	Ants: Attacking Spatial Temporal Graph Learning Networks Structurally. COMPSAC Ran Ran, Qi Liu, Nuo Xu, Ning Sui, Wujie Wen
2023	J	`jnl`	Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. Qi Liu, Wujie Wen
2023	A*	`conf`	NeuroPots: Realtime Proactive Defense against Bit-Flip Attacks in Neural Networks. USENIX Security Symposium Qi Liu, Jieming Yin, Wujie Wen, Chengmo Yang, Shi Sha
2021	A*	`conf`	Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles. DAC Pu Zhao, Geng Yuan, Yuxuan Cai, Wei Niu, Qi Liu, Wujie Wen, Bin Ren, Yanzhi Wang, Xue Lin
2021	—	`conf`	Safeguarding the Intelligence of Neural Networks with Built-in Light-weight Integrity MArks (LIMA). HOST Fateme S. Hosseini, Qi Liu, Fanruo Meng, Chengmo Yang, Wujie Wen
2020	A	`conf`	Concurrent Weight Encoding-based Detection for Bit-Flip Attack on Neural Network Accelerators. ICCAD Qi Liu, Wujie Wen, Yanzhi Wang
2020	—	`conf`	Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. MICCAI (4) Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi
2020	A*	`conf`	Monitoring the Health of Emerging Neural Network Accelerators with Cost-effective Concurrent Test. DAC Qi Liu, Tao Liu, Zihao Liu, Wujie Wen, Chengmo Yang
2020	—	`conf`	Orchestrating Medical Image Compression and Remote Segmentation Networks. MICCAI (4) Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen
2020	A*	`conf`	Stealing Your Data from Compressed Machine Learning Models. DAC Nuo Xu, Qi Liu, Tao Liu, Zihao Liu, Xiaochen Guo, Wujie Wen
2020	A	`conf`	StegoNet: Turn Deep Neural Network into a Stegomalware. ACSAC Tao Liu, Zihao Liu, Qi Liu, Wujie Wen, Wenyao Xu, Ming Li
2019	—	`conf`	A system-level perspective to understand the vulnerability of deep learning systems. ASP-DAC Tao Liu, Nuo Xu, Qi Liu, Yanzhi Wang, Wujie Wen
2019	A*	`conf`	Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. CVPR Zihao Liu, Qi Liu, Tao Liu, Nuo Xu, Xue Lin, Yanzhi Wang, Wujie Wen
2019	A*	`conf`	Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CVPR Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
2019	J	`jnl`	Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CoRR Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
2018	—	`conf`	Enhancing the Robustness of Deep Neural Networks from "Smart" Compression. ISVLSI Tao Liu, Zihao Liu, Qi Liu, Wujie Wen
2018	J	`jnl`	Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. CoRR Zihao Liu, Qi Liu, Tao Liu, Yanzhi Wang, Wujie Wen
2018	J	`jnl`	Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks. CoRR Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen
2018	—	`conf`	Security analysis and enhancement of model compressed deep learning systems under adversarial attacks. ASP-DAC Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen