Yunxin Liu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 185

Top Venues

CoRR

MobiCom

IEEE Trans. Mob. Comput.

MobiSys

Publications

Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu
AutoDroid: LLM-powered Task Automation in Android. MobiCom (2024)
Mengwei Xu, Wangsong Yin, Dongqi Cai, Rongjie Yi, Daliang Xu, Qipeng Wang, Bingyang Wu, Yihao Zhao, Chen Yang, Shihe Wang, Qiyang Zhang, Zhenyan Lu, Li Zhang, Shangguang Wang, Yuanchun Li, Yunxin Liu, Xin Jin, Xuanzhe Liu
A Survey of Resource-efficient LLM and Multimodal Foundation Models. CoRR (2024)
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Youngki Lee, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu
HiMoDepth: Efficient Training-Free High-Resolution On-Device Depth Perception. IEEE Trans. Mob. Comput. 23 (5) (2024)
Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. ACL (1) (2024)
Yizhen Yuan, Rui Kong, Yuanchun Li, Yunxin Liu
WiP: An On-device LLM-based Approach to Query Privacy Protection. EdgeFM@MobiSys (2024)
Mo Li, Songyang Zhang, Yunxin Liu, Kai Chen
NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window? CoRR (2024)
Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo
Amanda: Unified Instrumentation Framework for Deep Neural Networks. ASPLOS (1) (2024)
Weijun Wang, Liang Mi, Shaowei Cen, Haipeng Dai, Yuanchun Li, Xiaoming Fu, Yunxin Liu
Region-based Content Enhancement for Efficient Video Analytics at the Edge. CoRR (2024)
Rui Kong, Qiyang Li, Xinyu Fang, Qingtian Feng, Qingfeng He, Yazhu Dong, Weijun Wang, Yuanchun Li, Linghe Kong, Yunxin Liu
LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design. CoRR (2024)
Hanfei Geng, Yi Sun, Yuanzhe Li, Jichao Leng, Xiangyu Zhu, Xianyuan Zhan, Yuanchun Li, Feng Zhao, Yunxin Liu
TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers. ICPP (2024)
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization. MobiSys (2024)
Hao Wen, Wenjie Du, Yuanchun Li, Yunxin Liu
Poster: Enabling Agent-centric Interaction on Smartphones with LLM-based UI Reassembling. MobiSys (2024)
Yuanzhe Li, Shangguang Wang, Yuanchun Li, Ao Zhou, Mengwei Xu, Xiao Ma, Yunxin Liu
Seamless Cross-Edge Service Migration for Real-Time Rendering Applications. IEEE Trans. Mob. Comput. 23 (6) (2024)
Lin Sun, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, Xiaoming Fu
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge. INFOCOM (2024)
Yuanchun Li, Hao Wen, Weijun Wang, Xiangyu Li, Yizhen Yuan, Guohong Liu, Jiacheng Liu, Wenxing Xu, Xiang Wang, Yi Sun, Rui Kong, Yile Wang, Hanfei Geng, Jian Luan, Xuefeng Jin, Zilong Ye, Guanjing Xiong, Fan Zhang, Xiang Li, Mengwei Xu, Zhijun Li, Peng Li, Yang Liu, Ya-Qin Zhang, Yunxin Liu
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security. CoRR (2024)
Chengxu Yang, Mengwei Xu, Qipeng Wang, Zhenpeng Chen, Kang Huang, Yun Ma, Kaigui Bian, Gang Huang, Yunxin Liu, Xin Jin, Xuanzhe Liu
FLASH: Heterogeneity-Aware Federated Learning at Scale. IEEE Trans. Mob. Comput. 23 (1) (2024)
Zhenghua Xu, Shengxin Wang, Gang Xu, Yunxin Liu, Miao Yu, Hongwei Zhang, Thomas Lukasiewicz, Junhua Gu
Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning. Comput. Biol. Medicine 169 (2024)
Xiangyu Li, Yuanchun Li, Yuanzhe Li, Ting Cao, Yunxin Liu
FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices. MobiCom (2024)
Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Linghe Kong, Yunxin Liu
Serving MoE Models on Resource-constrained Edge Devices via Dynamic Expert Swapping. CoRR (2023)
Taesik Gong, Yewon Kim, Adiba Orzikulova, Yunxin Liu, Sung Ju Hwang, Jinwoo Shin, Sung-Ju Lee
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (2) (2023)
Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu
Empowering LLM to use Smartphone for Intelligent Task Automation. CoRR (2023)
Lizhi Sun, Shuocheng Wang, Hao Wu, Yuhang Gong, Fengyuan Xu, Yunxin Liu, Hao Han, Sheng Zhong
LEAP: TrustZone Based Developer-Friendly TEE for Intelligent Mobile Apps. IEEE Trans. Mob. Comput. 22 (12) (2023)
Yunxin Liu, Yuliang Chen, Hongtao Zhang, Qingguo Zhou, Xiaokang Zhou
Research on Malicious Traffic Detection based on Word Embedding Algorithms and Neural Networks. DASC/PiCom/CBDCom/CyberSciTech (2023)
Wenxing Xu, Yuanchun Li, Jiacheng Liu, Yi Sun, Zhengyang Cao, Yixuan Li, Hao Wen, Yunxin Liu
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints. CoRR (2023)
Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. ISCA (2023)
Jaemin Shin, Hyungjun Yoon, Seungjoo Lee, Sungjoon Park, Yunxin Liu, Jinho D. Choi, Sung-Ju Lee
FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning. EMNLP (2023)
Jaemin Shin, Hyungjun Yoon, Seungjoo Lee, Sungjoon Park, Yunxin Liu, Jinho D. Choi, Sung-Ju Lee
FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning. CoRR (2023)
Ye Ouyang, Xiaozhou Ye, Jie Sun, Yunxin Liu, Yaqin Zhang
The First Decade of Computing and Network Convergence. ICC (2023)
Lehao Wang, Zhiwen Yu, Haoyi Yu, Sicong Liu, Yaxiong Xie, Bin Guo, Yunxin Liu
AdaEvo: Edge-Assisted Continuous and Timely DNN Model Evolution for Mobile Devices. CoRR (2023)
Fucai Gong, Yuchen Xie, Le Jiang, Keming Chen, Yunxin Liu, Xiaozhou Ye, Ye Ouyang
A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning. MMM (2) (2023)
Jianyu Wei, Ting Cao, Shijie Cao, Shiqi Jiang, Shaowei Fu, Mao Yang, Yanyong Zhang, Yunxin Liu
NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors. MobiSys (2023)
Lin Sun, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, Xiaoming Fu
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge. CoRR (2023)
Naiyu Zheng, Ting Chen, Chuchu Dong, Yubo Yang, Yuanzhe Li, Yunxin Liu, Yuanchun Li
Environment-aware Testing for DNN-based Smart-home WiFi Sensing Systems. SANER (2023)
Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. CoRR (2023)
Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Yaqin Zhang, Yunxin Liu
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. MobiCom (2023)
Yixuan Li, Qirui Yang, Hao Wen, Huiwen Zheng, Weimin Liu, Hui Li, Yuanchun Li, Yunxin Liu
Retrieval-based Battery Degradation Prediction for Battery Energy Storage System Operations. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Zhenghua Xu, Xudong Zhang, Hexiang Zhang, Yunxin Liu, Yuefu Zhan, Thomas Lukasiewicz
EFPN: Effective medical image detection using feature pyramid fusion enhancement. Comput. Biol. Medicine 163 (2023)
Di Yuan, Yunxin Liu, Zhenghua Xu, Yuefu Zhan, Junyang Chen, Thomas Lukasiewicz
Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing. Comput. Biol. Medicine 153 (2023)
Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Yong Song, Yang Liu, Sen Bian, Zhiyong Liu
AIGC Empowering Telecom Sector White Paper_chinese. CoRR (2023)
Jinrui Zhang, Deyu Zhang, Huan Yang, Yunxin Liu, Ju Ren, Xiaohui Xu, Fucheng Jia, Yaoxue Zhang
MVPose: Realtime Multi-Person Pose Estimation Using Motion Vector on Mobile Devices. IEEE Trans. Mob. Comput. 22 (6) (2023)
Anish Byanjankar, Yunxin Liu, Yuanchao Shu, Insik Shin, Myeongwon Choi, Hyosu Kim
${{\sf S \text{-}UbiTap}}$S-UbiTap: Leveraging Acoustic Dispersion for Ubiquitous and Scalable Touch Interface on Solid Surfaces. IEEE Trans. Mob. Comput. 22 (11) (2023)
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations. CoRR (2023)
Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
LUT-NN: Towards Unified Neural Network Inference by Table Lookup. CoRR (2023)
Yizhen Yuan, Rui Kong, Shenghao Xie, Yuanchun Li, Yunxin Liu
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification. ACM Multimedia (2023)
Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup. MobiCom (2023)
Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Xidong Wang, Jie Sun, Yang Liu, Shoufeng Wang, Sen Bian, Yun Li
6G Network Operation Support System. CoRR (2023)
Hongxia Sun, Yunxin Liu
Production decisions in remanufacturing under the cap-and-trade considering consumer education and government subsidies. Comput. Ind. Eng. 182 (2023)
Ye Ouyang, Yaqin Zhang, Peng Wang, Yunxin Liu, Wen Qiao, Jun Zhu, Yang Liu, Feng Zhang, Shuling Wang, Xidong Wang
6G Network Business Support System. CoRR (2023)
Zhonghao Pan, Yang Feng, Zhiyuan Li, Yunxin Liu, Yuanchun Li
Understanding the Impact of Quantum Noise on Quantum Programs. SANER (2023)
Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. CoRR (2023)
Yizhen Yuan, Rui Kong, Shenghao Xie, Yuanchun Li, Yunxin Liu
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification. CoRR (2023)
Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo
Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. ICCD (2022)
Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. CoRR (2022)
Rendong Liang, Ting Cao, Jicheng Wen, Manni Wang, Yang Wang, Jianhua Zou, Yunxin Liu
Romou: rapidly generate high-performance tensor kernels for mobile GPUs. MobiCom (2022)
Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo
Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. CoRR (2022)
Fucheng Jia, Deyu Zhang, Ting Cao, Shiqi Jiang, Yunxin Liu, Ju Ren, Yaoxue Zhang
CoDL: efficient CPU-GPU co-execution for deep learning inference on mobile devices. MobiSys (2022)
Divyam Madaan, Jaehong Yoon, Yuanchun Li, Yunxin Liu, Sung Ju Hwang
Representational Continuity for Unsupervised Continual Learning. ICLR (2022)
Yongheng Deng, Weining Chen, Ju Ren, Feng Lyu, Yang Liu, Yunxin Liu, Yaoxue Zhang
TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity. SenSys (2022)
Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee
Sample Selection with Deadline Control for Efficient Federated Learning on Heterogeneous Clients. CoRR (2022)
Chuntao Ding, Ao Zhou, Yunxin Liu, Rong N. Chang, Ching-Hsien Hsu, Shangguang Wang
A Cloud-Edge Collaboration Framework for Cognitive Service. IEEE Trans. Cloud Comput. 10 (3) (2022)
Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. MICRO (2022)
Yang Liu, Le Jiang, Guoming Li, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Aidong Yang
Brisk-Yolo: A Lightweight Object Detection Algorithm for Edge Devices. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Linghe Kong, Yutong Liu, Yunxin Liu, Le Zheng, Meikang Qiu, Guihai Chen
WheelLoc: Practical and Accurate Localization for Wheeled Mobile Targets via Integrated Sensing and Communication. IEEE J. Sel. Areas Commun. 40 (7) (2022)
Jiahui Hou, Huiqi Liu, Yunxin Liu, Yu Wang, Peng-Jun Wan, Xiang-Yang Li
Model Protection: Real-Time Privacy-Preserving Inference Service for Model Privacy at the Edge. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Ziqi Zhang, Yuanchun Li, Jindong Wang, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen, Yunxin Liu
ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing. ICSE (2022)
Ziyan Fu, Ju Ren, Yunxin Liu, Ting Cao, Deyu Zhang, Yuezhi Zhou, Yaoxue Zhang
Hyperion: A Generic and Distributed Mobile Offloading Framework on OpenCL. SenSys (2022)
Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee
FedBalancer: data and pace control for efficient federated learning on heterogeneous clients. MobiSys (2022)
Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. CoRR (2022)
Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. ICLR (2022)
Jinshan Zeng, Yefei Wang, Qi Chen, Yunxin Liu, Mingwen Wang, Yuan Yao
StrokeGAN+: Few-Shot Semi-Supervised Chinese Font Generation with Stroke Encoding. CoRR (2022)
Deyu Tian, Yun Ma, Aruna Balasubramanian, Yunxin Liu, Gang Huang, Xuanzhe Liu
Characterizing Embedded Web Browsing in Mobile Apps. IEEE Trans. Mob. Comput. 21 (11) (2022)
Qipeng Wang, Mengwei Xu, Chao Jin, Xinran Dong, Jinliang Yuan, Xin Jin, Gang Huang, Yunxin Liu, Xuanzhe Liu
Melon: breaking the memory wall for resource-efficient on-device machine learning. MobiSys (2022)
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu
MobiDepth: real-time depth estimation using on-device dual cameras. MobiCom (2022)
Yunxin Liu, Qiaosi Yi, Jinshan Zeng
Reducing Capacity Gap in Knowledge Distillation with Review Mechanism for Crowd Counting. CoRR (2022)
Hao Wu, Yuhang Gong, Xiaopeng Ke, Hanzhong Liang, Minghao Li, Fengyuan Xu, Yunxin Liu, Sheng Zhong
Automation Slicing and Testing for in-App Deep Learning Models. CoRR (2022)
Yuanxing Zhang, Yushuo Guan, Kaigui Bian, Yunxin Liu, Hu Tuo, Lingyang Song, Xiaoming Li
EPASS360: QoE-Aware 360-Degree Video Streaming Over Mobile Devices. IEEE Trans. Mob. Comput. 20 (7) (2021)
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yunxin Liu
nn-METER: Towards Accurate Latency Prediction of DNN Inference on Diverse Edge Devices. GetMobile Mob. Comput. Commun. 25 (4) (2021)
Taesik Gong, Yewon Kim, Adiba Orzikulova, Yunxin Liu, Sung Ju Hwang, Jinwoo Shin, Sung-Ju Lee
DAPPER: Performance Estimation of Domain Adaptation in Mobile Sensing. CoRR (2021)
Wuyang Zhang, Zhezhi He, Luyang Liu, Zhenhua Jia, Yunxin Liu, Marco Gruteser, Dipankar Raychaudhuri, Yanyong Zhang
Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading. MobiCom (2021)
Xiaohu Tang, Shihao Han, Li Lyna Zhang, Ting Cao, Yunxin Liu
To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks. MLSys (2021)
Jinshan Zeng, Qi Chen, Yunxin Liu, Mingwen Wang, Yuan Yao
StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding. AAAI (2021)
Lizhi Sun, Shuocheng Wang, Hao Wu, Yuhang Gong, Fengyuan Xu, Yunxin Liu, Hao Han, Sheng Zhong
App Developer Centric Trusted Execution Environment. CoRR (2021)
Yuanchun Li, Ziqi Zhang, Bingyan Liu, Ziyue Yang, Yunxin Liu
ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection. CoRR (2021)
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu
nn-Meter: towards accurate latency prediction of deep-learning model inference on diverse edge devices. MobiSys (2021)
Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
Flexible high-resolution object detection on edge devices with tunable latency. MobiCom (2021)
Yuanchun Li, Ziqi Zhang, Bingyan Liu, Ziyue Yang, Yunxin Liu
ModelDiff: testing-based DNN similarity comparison for model reuse detection. ISSTA (2021)
Yang Wang, Chen Zhang, Zhiqiang Xie, Cong Guo, Yunxin Liu, Jingwen Leng
Dual-side Sparse Tensor Core. ISCA (2021)
Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection. ICSE (2021)
Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong
PECAM: privacy-enhanced video streaming and analytics via securely-reversible transformation. MobiCom (2021)
Jingyu Lee, Yunxin Liu, Youngki Lee
ParallelFusion: Towards Maximum Utilization of Mobile GPU for DNN Inference. EMDL@MobiSys (2021)
Mengwei Xu, Yunxin Liu, Xuanzhe Liu
A Case for Camera-as-a-Service. IEEE Pervasive Comput. 20 (2) (2021)
Yang Wang, Chen Zhang, Zhiqiang Xie, Cong Guo, Yunxin Liu, Jingwen Leng
Dual-side Sparse Tensor Core. CoRR (2021)
Chengxu Yang, Qipeng Wang, Mengwei Xu, Zhenpeng Chen, Kaigui Bian, Yunxin Liu, Xuanzhe Liu
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data. WWW (2021)
Yunxin Liu, Aiwen Jiang, Jiancheng Pan, Jianming Liu, Jihua Ye
Deliberation on object-aware video style transfer network with long-short temporal and depth-consistent constraints. Neural Comput. Appl. 33 (14) (2021)
SeungSeob Lee, Hang Shi, Kun Tan, Yunxin Liu, SuKyoung Lee, Yong Cui
S2Net: Preserving Privacy in Smart Home Routers. IEEE Trans. Dependable Secur. Comput. 18 (3) (2021)
Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
AsyMo: scalable and efficient deep-learning inference on asymmetric mobile CPUs. MobiCom (2021)
Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
Boosting Mobile CNN Inference through Semantic Memory. CoRR (2021)
Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu
Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance. EMDL@MobiSys (2021)
Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
Boosting Mobile CNN Inference through Semantic Memory. ACM Multimedia (2021)
Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection. CoRR (2021)

Yunxin Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yunxin Liu