Jie Liu

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 71

Top Venues

CoRR

SenSys

IPSN

IEEE Internet Things J.

Publications

Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu
CC-FedAvg: Computationally Customized Federated Averaging. IEEE Internet Things J. 11 (3) (2024)
Siyao Cheng, Tian Ren, Hao Zhang, Jiayan Huang, Jie Liu
A Stackelberg-Game-Based Framework for Edge Pricing and Resource Allocation in Mobile Edge Computing. IEEE Internet Things J. 11 (11) (2024)
Zheshun Wu, Zenglin Xu, Dun Zeng, Junfan Li, Jie Liu
Topology Learning for Heterogeneous Decentralized Federated Learning Over Unreliable D2D Networks. IEEE Trans. Veh. Technol. 73 (8) (2024)
Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition. AAAI (2024)
Jiaming Leng, Jie Peng, Jie Liu, Yu Zhang, Jianmin Ji, Yanyong Zhang
Profiling Power Consumption in Low-Speed Autonomous Guided Vehicles. IEEE Robotics Autom. Lett. 9 (7) (2024)
Zhiqiang Cao, Yun Cheng, Youbing Hu, Anqi Lu, Jie Liu, Zhijun Li
Using Physical Dynamics: Accurate and Real-Time Object Detection for High-Resolution Video Streaming on Internet of Things Devices. IEEE Internet Things J. 11 (12) (2024)
Yinlong Li, Hao Zhang, Siyao Cheng, Jie Liu
Federated Edge Learning with Blurred or Pseudo Data Sharing. ICPP (2024)
Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition. CoRR (2024)
Junsheng Li, Ling Wang, Jie Liu, Jinshan Tang
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction. ACM Trans. Sens. Networks 20 (1) (2024)
Ruonan Li, Yang Qin, Jie Liu, Xiaowen Chu, Jinlong Li
Multipath Based Congestion Propagation via Information Network Interaction in IIoT. IEEE Trans. Ind. Informatics 20 (6) (2024)
Zheshun Wu, Zenglin Xu, Hongfang Yu, Jie Liu
Information-Theoretic Generalization Analysis for Topology-Aware Heterogeneous Federated Edge Learning Over Noisy Channels. IEEE Signal Process. Lett. 31 (2024)
Youbing Hu, Zhijun Li, Yongrui Chen, Yun Cheng, Zhiqiang Cao, Jie Liu
Content-Aware Adaptive Device-Cloud Collaborative Inference for Object Detection. IEEE Internet Things J. 10 (21) (2023)
Chunzhi Yi, Shengping Zhang, Feng Jiang, Jie Liu, Zhen Ding, Chifu Yang, Huiyu Zhou
Enable Fully Customized Assistance: A Novel IMU-Based Motor Intent Decoding Scheme. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Hao Zhang, Tingting Wu, Zhifeng Ma, Feng Li, Jie Liu
Dynamic layer-wise sparsification for distributed deep learning. Future Gener. Comput. Syst. 147 (2023)
Dongbo Li, Jiajun Zhang, Puyang Tian, Zhisheng Yin, Siyao Cheng, Jie Liu
Boosting Bandwidth Convergence: Optimizing Resource Allocation in Satellite-Terrestrial Integrated Networks. ICCT (2023)
Bolong Liu, Hao Zhang, Jie Liu, Qiang Wang
ACIGS: An automated large-scale crops image generation system based on large visual language multi-modal models. SECON (2023)
Ziyang Zhang, Yang Zhao, Jie Liu
Poster Abstract: E4: Energy-Efficient Early-Exit DNN Inference Framework for Edge Video Analytics. SenSys (2023)
Yuming Hu, Xiubin Fan, Zhimeng Yin, Feng Qian, Zhe Ji, Yuanchao Shu, Yeqiang Han, Qiang Xu, Jie Liu, Paramvir Bahl
The Wisdom of 1, 170 Teams: Lessons and Experiences from a Large Indoor Localization Competition. MobiCom (2023)
Bo Liang, Xingyuming Liu, Yucheng Wan, Siyao Cheng, Jie Liu, Chenren Xu
Poster: Empower Smart Agriculture with RFID Reference Infrastructure. SECON (2023)
Zhiqiang Cao, Zhijun Li, Yongrui Chen, Heng Pan, Youbing Hu, Jie Liu
Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator. ICDCS (2023)
Tao Wang, Yang Zhao, Jie Liu
Poster Abstract: Person Identification Under Heavy Occlusions Using mmWave Radar. SenSys (2023)
Xueli Fan, Qixin Wang, Jie Liu
A Reliable Wireless Protocol for Highway and Metered-Ramp CAV Collaborative Merging with Constant-Time-Headway Safety Guarantee. ACM Trans. Cyber Phys. Syst. 7 (4) (2023)
Ziyang Zhang, Huan Li, Yang Zhao, Changyao Lin, Jie Liu
POS: An Operator Scheduling Framework for Multi-model Inference on Edge Intelligent Computing. IPSN (2023)
Yinlong Li, Siyao Cheng, Hao Zhang, Jie Liu
Dynamic adaptive workload offloading strategy in mobile edge computing networks. Comput. Networks 233 (2023)
Hao Zhang, Qingying Hou, Tingting Wu, Siyao Cheng, Jie Liu
Data-Augmentation-Based Federated Learning. IEEE Internet Things J. 10 (24) (2023)
Siyao Cheng, Jiayan Huang, Zhenyue Chen, Jie Liu, Jianzhong Li
Approximated Assignment Algorithms for Unordered and Ordered Tasks in Data Shared MEC Systems. IEEE Trans. Mob. Comput. 22 (4) (2023)
Zhifeng Ma, Hao Zhang, Jie Liu
MS-LSTM: Exploring spatiotemporal multiscale representations in video prediction domain. Appl. Soft Comput. 147 (2023)
Dingqi Yang, Bingqing Qu, Rana Hussein, Paolo Rosso, Philippe Cudré-Mauroux, Jie Liu
Revisiting Embedding Based Graph Analyses: Hyperparameters Matter! IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu
CCFL: Computationally Customized Federated Learning. CoRR (2022)
Zhifeng Ma, Hao Zhang, Jie Liu
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning. CoRR (2022)
Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani B. Srivastava, Michael I. Jordan, Victor Bahl
The 5th Artificial Intelligence of Things (AIoT) Workshop. KDD (2022)
Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu
FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement. CoRR (2022)
Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu
Aperiodic Local SGD: Beyond Local SGD. ICPP (2022)
Dongbo Li, Xiangyu Liu, Yuxuan Shao, Yuchen Sun, Siyao Cheng, Jie Liu
Autoencoder-based OFDM for Agricultural Image Transmission. CBD (2022)
Zhifeng Ma, Hao Zhang, Jie Liu
PrecipLSTM: A Meteorological Spatiotemporal LSTM for Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhifeng Ma, Hao Zhang, Jie Liu
Focal Frame Loss: A Simple but Effective Loss for Precipitation Nowcasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yinlong Li, Siyao Cheng, Feng Li, Jie Liu, Hanling Wu
Optimizing the Age of Sensed Information in Cyber-Physical Systems. DASFAA (Workshops) (2022)
Jialiang Yan, Siyao Cheng, Zhijun Li, Jie Liu
PCTC: Parallel Cross Technology Communication in Heterogeneous wireless systems. IPSN (2022)
Changyao Lin, Ziyang Zhang, Huan Li, Jie Liu
ECSRL: A Learning-Based Scheduling Framework for AI Workloads in Heterogeneous Edge-Cloud Systems. SenSys (2021)
Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl
The 4th Artificial Intelligence of Things (AIoT) Workshop. KDD (2021)
Ziyang Zhang, Feng Li, Changyao Lin, Shihui Wen, Xiangyu Liu, Jie Liu
Choosing Appropriate AI-enabled Edge Devices, Not the Costly Ones. ICPADS (2021)
Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng
PDAAA: Progressive Defense Against Adversarial Attacks for Deep Learning-as-a-Service in Internet of Things. TrustCom (2021)
Xi Chen, Siyao Cheng, Feng Li, Jie Liu
Transmit or Wait? Efficient Scheduling Algorithms for minimizing latency in Power-Adjustable Wireless Sensor Network. BigCom (2021)
Baiqiang Zhang, Rong Zheng, Jie Liu
A Multi-source Unsupervised Domain Adaptation Method for Wearable Sensor based Human Activity Recognition: Poster Abstract. IPSN (2021)
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Ling Wang, Cheng Zhang, Jie Liu
Deep Learning Defense Method Against Adversarial Attacks. SMC (2020)
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. CoRR (2019)
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours. CoRR (2019)
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
Single-Path NAS: Device-Aware Efficient ConvNet Design. CoRR (2019)
Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha
CapNet: Exploiting Wireless Sensor Networks for Data Center Power Capping. ACM Trans. Sens. Networks 15 (1) (2019)
Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra
Low-Power Wide-Area Network Over White Spaces. IEEE/ACM Trans. Netw. 26 (4) (2018)
Leonardo B. Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F. Aranha, Fábio Borges, Michele Nogueira, Michelle S. Wangham, Min Wu, Jie Liu
The computer for the 21st century: present security & privacy challenges. J. Internet Serv. Appl. 9 (1) (2018)
Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu
Techniques for Efficiently Handling Power Surges in Fuel Cell Powered Data Centers: Modeling, Analysis, Results. CoRR (2018)
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian J. McAuley
Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty. CIKM (2018)
Jie Liu
Autonomous Retailing: A Frontier for Cyber-Physical-Human Systems. Principles of Modeling (2018)
Iyswarya Narayanan, Bikash Sharma, Di Wang, Sriram Govindan, Laura Caulfield, Anand Sivasubramaniam, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid
Rain or Shine? - Making Sense of Cloudy Reliability Data. ICDCS (2017)
Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra
Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces. SenSys (2017)
Leonardo B. Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F. Aranha, Fábio Borges, Jie Liu
The Computer for the 21st Century: Security & Privacy Challenges after 25 Years. ICCCN (2017)
Dimitrios Lymberopoulos, Jie Liu
The Microsoft Indoor Localization Competition: Experiences and Lessons Learned. IEEE Signal Process. Mag. 34 (5) (2017)
Mengting Wan, Di Wang, Matthew Goldman, Matt Taddy, Justin Rao, Jie Liu, Dimitrios Lymberopoulos, Julian J. McAuley
Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs. WWW (2017)
Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan
Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision. MobiSys (2017)
Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz
Distributed load management algorithms in anycast-based CDNs. Comput. Networks 115 (2017)
Min Wu, Fernando Magno Quintão Pereira, Jie Liu, Heitor S. Ramos, Mário S. Alvim, Leonardo B. Oliveira
Proof-Carrying Sensing: Towards Real-World Authentication in Cyber-Physical Systems. SenSys (2017)
Yan Michalevsky, Suman Nath, Jie Liu
MASHaBLE: mobile applications of secret handshakes over bluetooth LE. MobiCom (2016)
Yixin Luo, Sriram Govindan, Bikash Sharma, Mark Santaniello, Justin Meza, Aman Kansal, Jie Liu, Badriddine M. Khessib, Kushagra Vaid, Onur Mutlu
Heterogeneous-Reliability Memory: Exploiting Application-Level Memory Error Tolerance. CoRR (2016)
Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz
Distributed Load Management Algorithms in Anycast-based CDNs. CoRR (2016)
Jie Liu, Bodhi Priyantha, Ted Hart, Yuzhe Jin, Woo Suk Lee, Vijay Raghunathan, Heitor S. Ramos, Qiang Wang
CO-GPS: Energy Efficient GPS Sensing with Cloud Offloading. IEEE Trans. Mob. Comput. 15 (6) (2016)
Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Ranveer Chandra, Jie Liu
SNOW: Sensor Network over White Spaces. SenSys (2016)
Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine M. Khessib, Kushagra Vaid
SSD Failures in Datacenters: What? When? and Why? SYSTOR (2016)
Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine M. Khessib, Kushagra Vaid
SSD Failures in Datacenters: What, When and Why? SIGMETRICS (2016)
Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu
SizeCap: Efficiently handling power surges in fuel cell powered data centers. HPCA (2016)
Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz
Distributed load management in anycast-based CDNs. Allerton (2015)
Dimitrios Lymberopoulos, Jie Liu, Xue Yang, Romit Roy Choudhury, Vlado Handziski, Souvik Sen
A realistic evaluation and comparison of indoor location technologies: experiences and lessons learned. IPSN (2015)
He Wang, Dimitrios Lymberopoulos, Jie Liu
Sensor-Based User Authentication. EWSN (2015)
Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz
Distributed Load Management in Anycast-based CDNs. CoRR (2015)
Ashley Flavel, Pradeepkumar Mani, David A. Maltz, Nick Holt, Jie Liu, Yingying Chen, Oleg Surmachev
FastRoute: A Scalable Load-Aware Anycast Routing Architecture for Modern CDNs. NSDI (2015)
Nam Tuan Nguyen, Rong Zheng, Jie Liu, Zhu Han
GreenLocs: An Energy-Efficient Indoor Place Identification Framework. ACM Trans. Sens. Networks 11 (3) (2015)
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Mohammed Shoaib
Scalable-effort classifiers for energy-efficient machine learning. DAC (2015)
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Matthai Philipose, Bodhi Priyantha, Mohammed Shoaib
SAPPHIRE: an always-on context-aware computer vision system for portable devices. DATE (2015)
S. M. Shahriar Nirjon, Jie Liu, Gerald DeJean, Bodhi Priyantha, Yuzhe Jin, Ted Hart
COIN-GPS: indoor localization from direct GPS receiving. MobiSys (2014)
Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha
CapNet: A Real-Time Wireless Management Network for Data Center Power Capping. RTSS (2014)
Cheng Bo, Guobin Shen, Jie Liu, Xiang-Yang Li, Yongguang Zhang, Feng Zhao
Privacy.tag: privacy concern expressed and respected. SenSys (2014)
Jeremy Gummeson, Bodhi Priyantha, Jie Liu
An energy harvesting wearable ring platform for gestureinput on surfaces. MobiSys (2014)
Yixin Luo, Sriram Govindan, Bikash Sharma, Mark Santaniello, Justin Meza, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid, Onur Mutlu
Characterizing Application Memory Error Vulnerability to Optimize Datacenter Cost via Heterogeneous-Reliability Memory. DSN (2014)
Mohammed Shoaib, Jie Liu, Matthai Philipose
Energy scaling in multi-tiered sensing systems through compressive sensing. CICC (2014)
Ana Carolina Riekstin, Sean James, Aman Kansal, Jie Liu, Eric Peterson
No more electrical infrastructure: towards fuel cell powered data centers. ACM SIGOPS Oper. Syst. Rev. 48 (1) (2014)
Bin Liu, Suman Nath, Ramesh Govindan, Jie Liu
DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps. NSDI (2014)
Chieh-Jan Mike Liang, Kaifei Chen, Nissanka Bodhi Priyantha, Jie Liu, Feng Zhao
RushNet: practical traffic prioritization for saturated wireless sensor networks. SenSys (2014)
Prasant Kumar Misra, Wen Hu, Yuzhe Jin, Jie Liu, Amanda Souza de Paula, Niklas Wirström, Thiemo Voigt
Energy efficient GPS acquisition with sparse-gps. IPSN (2014)
He Wang, Dimitrios Lymberopoulos, Jie Liu
Local business ambience characterization through mobile audio sensing. WWW (2014)
Di Wang, Sriram Govindan, Anand Sivasubramaniam, Aman Kansal, Jie Liu, Badriddine Khessib
Underprovisioning backup power infrastructure for datacenters. ASPLOS (2014)
Dimitrios Lymberopoulos, Jie Liu, Xue Yang, Romit Roy Choudhury, Souvik Sen, Vlado Handziski
Microsoft Indoor Localization Competition: Experiences and Lessons Learned. GetMobile Mob. Comput. Commun. 18 (4) (2014)
Mastooreh Salajegheh, Bodhi Priyantha, Jie Liu
Unleashing the Wild Card for mobile payment. PerCom (2014)
Mingyuan Xia, Wenbo He, Xue Liu, Jie Liu
Why application errors drain battery easily?: a study of memory leaks in smartphone apps. HotPower@SOSP (2013)
Yin Chen, Dimitrios Lymberopoulos, Jie Liu, Bodhi Priyantha
Indoor Localization Using FM Signals. IEEE Trans. Mob. Comput. 12 (8) (2013)
Alan Roytman, Aman Kansal, Sriram Govindan, Jie Liu, Suman Nath
PACMan: Performance Aware Virtual Machine Consolidation. ICAC (2013)
Ana Carolina Riekstin, Sean James, Aman Kansal, Jie Liu, Eric Peterson
No more electrical infrastructure: towards fuel cell powered data centers. HotPower@SOSP (2013)
Andrew Frye, Michel Goraczko, Jie Liu, Md Anindya Prodhan, Kamin Whitehouse
Circulo: Saving Energy with Just-In-Time Hot Water Recirculation. BuildSys@SenSys (2013)
S. M. Shahriar Nirjon, Jie Liu, Bodhi Priyantha, Gerald DeJean
High-sensitivity cloud-offloaded instant GPS for indoor environments. SenSys (2013)
Prasant Misra, Wen Hu, Yuzhe Jin, Jie Liu, Niklas Wirström, Thiemo Voigt
SparseGPS: energy efficient GPS acquisition via sparse approximation. SenSys (2013)

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

Publication Activity (10 Years)

Top Topics

Top Venues

Jie Liu