Yunxin Liu

ScholarGPS® ID: 35482825678773

Affiliation

Microsoft Corporation, Redmond, United States

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

112

Predicted Citations

3,504

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
Model Protection: Real-Time Privacy-Preserving Inference Service for Model Privacy at the Edge (journal article) Hou, Jiahui \| Liu, Huiqi \| Liu, Yunxin \| Wang, Yu \| Wan, Peng-Jun \| Li, Xiang-Yang IEEE Transactions on Dependable and Secure Computing, volume 19, issue 6, pages 4270-4284 (2022). 10.1109/TDSC.2021.3126315 Cited by (12) \| Cite \| Source
A Cloud-Edge Collaboration Framework for Cognitive Service (journal article) Ding, Chuntao \| Zhou, Ao \| Liu, Yunxin \| Chang, Rong N. \| Hsu, Ching-Hsien \| Wang, Shangguang IEEE Transactions on Cloud Computing, volume 10, issue 3, pages 1489-1499 (2022). 10.1109/TCC.2020.2997008 Cited by (45) \| Cite \| Source
Efficient Data Loader for Fast Sampling-Based GNN Training on Large Graphs (journal article) Bai, Youhui \| Li, Cheng \| Lin, Zhiqi \| Wu, Yufei \| Miao, Youshan \| Liu, Yunxin \| Xu, Yinlong IEEE Transactions on Parallel and Distributed Systems, volume 32, issue 10, pages 2541-2556 (2021). 10.1109/TPDS.2021.3065737 Cited by (17) \| Cite \| Source
PECAM (conference) Wu, Hao \| Tian, Xuejin \| Li, Minghao \| Liu, Yunxin \| Ananthanarayanan, Ganesh \| Xu, Fengyuan \| Zhong, Sheng ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking (2021) New Orleans Louisiana 10.1145/3447993.3448618 Cited by (27) \| Cite \| Source
Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading (conference) Zhang, Wuyang \| He, Zhezhi \| Liu, Luyang \| Jia, Zhenhua \| Liu, Yunxin \| Gruteser, Marco \| Raychaudhuri, Dipankar \| Zhang, Yanyong ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking (2021) New Orleans Louisiana 10.1145/3447993.3448628 Cited by (79) \| Cite \| Source
AsyMo (conference) Wang, Manni \| Ding, Shaohua \| Cao, Ting \| Liu, Yunxin \| Xu, Fengyuan ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking (2021) New Orleans Louisiana 10.1145/3447993.3448625 Cited by (32) \| Cite \| Source
EPASS360: QoE-Aware 360-Degree Video Streaming Over Mobile Devices (journal article) Zhang, Yuanxing \| Guan, Yushuo \| Bian, Kaigui \| Liu, Yunxin \| Tuo, Hu \| Song, Lingyang \| Li, Xiaoming IEEE Transactions on Mobile Computing, volume 20, issue 7, pages 2338-2353 (2021). 10.1109/TMC.2020.2978187 Cited by (23) \| Cite \| Source
Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities (journal article) Liu, Xuanzhe \| Wang, Shangguang \| Ma, Yun \| Zhang, Ying \| Mei, Qiaozhu \| Liu, Yunxin \| Huang, Gang ACM Transactions on Internet Technology, volume 21, issue 2, pages 1-19 (2021). 10.1145/3425866 Cited by (3) \| Cite \| Source
Dual-side Sparse Tensor Core (conference) Wang, Yang \| Zhang, Chen \| Xie, Zhiqiang \| Guo, Cong \| Liu, Yunxin \| Leng, Jingwen 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (2021) Valencia, Spain 10.1109/ISCA52012.2021.00088 Cited by (46) \| Cite \| Source
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection (conference) Li, Yuanchun \| Hua, Jiayi \| Wang, Haoyu \| Chen, Chunyang \| Liu, Yunxin 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE) (2021) Madrid, ES 10.1109/ICSE43902.2021.00035 Cited by (33) \| Cite \| Source
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data (conference) Yang, Chengxu \| Wang, Qipeng \| Xu, Mengwei \| Chen, Zhenpeng \| Bian, Kaigui \| Liu, Yunxin \| Liu, Xuanzhe WWW '21: The Web Conference 2021 (2021) Ljubljana Slovenia 10.1145/3442381.3449851 Cited by (62) \| Cite \| Source
A Case for Camera-as-a-Service (journal article) Xu, Mengwei \| Liu, Yunxin \| Liu, Xuanzhe IEEE Pervasive Computing, volume 20, issue 2, pages 9-17 (2021). 10.1109/MPRV.2021.3052532 Cited by (4) \| Cite \| Source
Characterizing Embedded Web Browsing in Mobile Apps (journal article) Tian, Deyu \| Ma, Yun \| Balasubramanian, Aruna \| Liu, Yunxin \| Huang, Gang \| Liu, Xuanzhe IEEE Transactions on Mobile Computing (2021). 10.1109/TMC.2021.3065945 Cited by (1) \| Cite \| Source
PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing (journal article) Liu, Bingyan \| Li, Yuanchun \| Liu, Yunxin \| Guo, Yao \| Chen, Xiangqun Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, volume 4, issue 4, pages 1-25 (2020). 10.1145/3432208 Cited by (49) \| Cite \| Source
MobiPose (conference) Zhang, Jinrui \| Zhang, Deyu \| Xu, Xiaohui \| Jia, Fucheng \| Liu, Yunxin \| Liu, Xuanzhe \| Ren, Ju \| Zhang, Yaoxue SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems (2020) Virtual Event Japan 10.1145/3384419.3430726 Cited by (20) \| Cite \| Source
Dynamic slicing for deep neural networks (conference) Zhang, Ziqi \| Li, Yuanchun \| Guo, Yao \| Chen, Xiangqun \| Liu, Yunxin ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (2020) Virtual Event USA 10.1145/3368089.3409676 Cited by (24) \| Cite \| Source
PaGraph (conference) Lin, Zhiqi \| Li, Cheng \| Miao, Youshan \| Liu, Yunxin \| Xu, Yinlong SoCC '20: ACM Symposium on Cloud Computing (2020) Virtual Event USA 10.1145/3419111.3421281 Cited by (79) \| Cite \| Source
Profiling and optimizing deep learning inference on mobile GPUs (conference) Jiang, Shiqi \| Ran, Lihao \| Cao, Ting \| Xu, Yusen \| Liu, Yunxin APSys '20: 11th ACM SIGOPS Asia-Pacific Workshop on Systems (2020) Tsukuba Japan 10.1145/3409963.3410493 Cited by (7) \| Cite \| Source
SCYLLA: QoE-aware Continuous Mobile Vision with FPGA-based Dynamic Deep Neural Network Reconfiguration (conference) Jiang, Shuang \| Ma, Zhiyao \| Zeng, Xiao \| Xu, Chenren \| Zhang, Mi \| Zhang, Chen \| Liu, Yunxin IEEE INFOCOM 2020 - IEEE Conference on Computer Communications (2020) Toronto, ON, Canada 10.1109/INFOCOM41043.2020.9155435 Cited by (16) \| Cite \| Source
EMO: real-time emotion recognition from single-eye images for resource-constrained eyewear devices (conference) Wu, Hao \| Feng, Jinghao \| Tian, Xuejin \| Sun, Edward \| Liu, Yunxin \| Dong, Bo \| Xu, Fengyuan \| Zhong, Sheng MobiSys '20: The 18th Annual International Conference on Mobile Systems, Applications, and Services (2020) Toronto Ontario Canada 10.1145/3386901.3388917 Cited by (16) \| Cite \| Source