Jie Liu

According to our database, Jie Liu authored at least 173 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

CC-FedAvg: Computationally Customized Federated Averaging.

Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

IEEE Internet Things J., February, 2024

ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction.

Junsheng Li, Ling Wang, Jie Liu, Jinshan Tang

ACM Trans. Sens. Networks, January, 2024

Information-Theoretic Generalization Analysis for Topology-Aware Heterogeneous Federated Edge Learning Over Noisy Channels.

Zheshun Wu, Zenglin Xu, Hongfang Yu, Jie Liu

IEEE Signal Process. Lett., 2024

LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition.

Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Enable Fully Customized Assistance: A Novel IMU-Based Motor Intent Decoding Scheme.

Chunzhi Yi, Shengping Zhang, Feng Jiang, Jie Liu, Zhen Ding, Chifu Yang, Huiyu Zhou

IEEE Trans. Cogn. Dev. Syst., December, 2023

Revisiting Embedding Based Graph Analyses: Hyperparameters Matter!

Dingqi Yang, Bingqing Qu, Rana Hussein, Paolo Rosso, Philippe Cudré-Mauroux, Jie Liu

IEEE Trans. Knowl. Data Eng., November, 2023

MS-LSTM: Exploring spatiotemporal multiscale representations in video prediction domain.

Zhifeng Ma, Hao Zhang, Jie Liu

Appl. Soft Comput., November, 2023

A Reliable Wireless Protocol for Highway and Metered-Ramp CAV Collaborative Merging with Constant-Time-Headway Safety Guarantee.

Xueli Fan, Qixin Wang, Jie Liu

ACM Trans. Cyber Phys. Syst., October, 2023

Dynamic adaptive workload offloading strategy in mobile edge computing networks.

Yinlong Li, Siyao Cheng, Hao Zhang, Jie Liu

Comput. Networks, September, 2023

Approximated Assignment Algorithms for Unordered and Ordered Tasks in Data Shared MEC Systems.

Siyao Cheng, Jiayan Huang, Zhenyue Chen, Jie Liu, Jianzhong Li

IEEE Trans. Mob. Comput., April, 2023

FedCos: A Scene-Adaptive Enhancement for Federated Learning.

Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

IEEE Internet Things J., March, 2023

Data-Augmentation-Based Federated Learning.

Hao Zhang, Qingying Hou, Tingting Wu, Siyao Cheng, Jie Liu

IEEE Internet Things J., 2023

Content-Aware Adaptive Device-Cloud Collaborative Inference for Object Detection.

Youbing Hu, Zhijun Li, Yongrui Chen, Yun Cheng, Zhiqiang Cao, Jie Liu

IEEE Internet Things J., 2023

Dynamic layer-wise sparsification for distributed deep learning.

Hao Zhang, Tingting Wu, Zhifeng Ma, Feng Li, Jie Liu

Future Gener. Comput. Syst., 2023

ACIGS: An automated large-scale crops image generation system based on large visual language multi-modal models.

Bolong Liu, Hao Zhang, Jie Liu, Qiang Wang

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Poster: Empower Smart Agriculture with RFID Reference Infrastructure.

Bo Liang, Xingyuming Liu, Yucheng Wan, Siyao Cheng, Jie Liu, Chenren Xu

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

The Wisdom of 1, 170 Teams: Lessons and Experiences from a Large Indoor Localization Competition.

Yuming Hu, Xiubin Fan, Zhimeng Yin, Feng Qian, Zhe Ji, Yuanchao Shu, Yeqiang Han, Qiang Xu, Jie Liu, Paramvir Bahl

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Poster Abstract: DVFO: Dynamic Voltage, Frequency and Offloading for Efficient AI on Edge Devices.

Ziyang Zhang, Yang Zhao, Jie Liu

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

POS: An Operator Scheduling Framework for Multi-model Inference on Edge Intelligent Computing.

Ziyang Zhang, Huan Li, Yang Zhao, Changyao Lin, Jie Liu

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator.

Zhiqiang Cao, Zhijun Li, Yongrui Chen, Heng Pan, Youbing Hu, Jie Liu

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Boosting Bandwidth Convergence: Optimizing Resource Allocation in Satellite-Terrestrial Integrated Networks.

Dongbo Li, Jiajun Zhang, Puyang Tian, Zhisheng Yin, Siyao Cheng, Jie Liu

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

2022

Muscular Human Cybertwin for Internet of Everything: A Pilot Study.

Chunzhi Yi, Sang Oh Park, Chifu Yang, Feng Jiang, Zhen Ding, Jianfei Zhu, Jie Liu

IEEE Trans. Ind. Informatics, 2022

PrecipLSTM: A Meteorological Spatiotemporal LSTM for Precipitation Nowcasting.

Zhifeng Ma, Hao Zhang, Jie Liu

IEEE Trans. Geosci. Remote. Sens., 2022

Focal Frame Loss: A Simple but Effective Loss for Precipitation Nowcasting.

Zhifeng Ma, Hao Zhang, Jie Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

CCFL: Computationally Customized Federated Learning.

Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

CoRR, 2022

MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning.

Zhifeng Ma, Hao Zhang, Jie Liu

CoRR, 2022

FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement.

Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

CoRR, 2022

Containerized Mobile Sensing Simulation Framework for Smart Agriculture.

Jingyu Liu, Xinrui Xiao, Yang Zhao, Jie Liu

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Intelligent heating monitoring method based on infrared image segmentation and target detection: poster abstract.

Dongbo Li, Tong Yu, Yu Yang, Yuze Zhao, Zihan Chen, Jie Liu

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

The 5th Artificial Intelligence of Things (AIoT) Workshop.

Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani B. Srivastava, Michael I. Jordan, Victor Bahl

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

PCTC: Parallel Cross Technology Communication in Heterogeneous wireless systems.

Jialiang Yan, Siyao Cheng, Zhijun Li, Jie Liu

Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

Aperiodic Local SGD: Beyond Local SGD.

Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

Proceedings of the 51st International Conference on Parallel Processing, 2022

A Vision Transformer Architecture for Open Set Recognition.

Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon D. Koutsoukos

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Optimizing the Age of Sensed Information in Cyber-Physical Systems.

Yinlong Li, Siyao Cheng, Feng Li, Jie Liu, Hanling Wu

Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022

Autoencoder-based OFDM for Agricultural Image Transmission.

Dongbo Li, Xiangyu Liu, Yuxuan Shao, Yuchen Sun, Siyao Cheng, Jie Liu

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

2021

Reference Frame Unification of IMU-Based Joint Angle Estimation: The Experimental Investigation and a Novel Method.

Chunzhi Yi, Feng Jiang, Chifu Yang, Zhiyuan Chen, Zhen Ding, Jie Liu

Sensors, 2021

Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator.

Zhiqiang Cao, Zhijun Li, Pan Heng, Yongrui Chen, Daqi Xie, Jie Liu

CoRR, 2021

PDAAA: Progressive Defense Against Adversarial Attacks for Deep Learning-as-a-Service in Internet of Things.

Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng

Proceedings of the 20th IEEE International Conference on Trust, 2021

ECSRL: A Learning-Based Scheduling Framework for AI Workloads in Heterogeneous Edge-Cloud Systems.

Changyao Lin, Ziyang Zhang, Huan Li, Jie Liu

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

The 4th Artificial Intelligence of Things (AIoT) Workshop.

Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

A Multi-source Unsupervised Domain Adaptation Method for Wearable Sensor based Human Activity Recognition: Poster Abstract.

Baiqiang Zhang, Rong Zheng, Jie Liu

Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

A Bipolar Myoelectric Sensor-Enabled Human-Machine Interface Based On Spinal Module Activations.

Chunzhi Yi, Feng Jiang, Guangming Lu, Chifu Yang, Zhen Ding, Jianfei Zhu, Jie Liu

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Choosing Appropriate AI-enabled Edge Devices, Not the Costly Ones.

Ziyang Zhang, Feng Li, Changyao Lin, Shihui Wen, Xiangyu Liu, Jie Liu

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Typingwristband: A Human Slight Motion Sensing System Based on Vibration Detection.

Siyao Cheng, Jialiang Yan, Jianzhong Li, Jie Liu

Proceedings of the IEEE International Conference on Acoustics, 2021

Transmit or Wait? Efficient Scheduling Algorithms for minimizing latency in Power-Adjustable Wireless Sensor Network.

Xi Chen, Siyao Cheng, Feng Li, Jie Liu

Proceedings of the 7th International Conference on Big Data Computing and Communications, 2021

2020

Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization.

Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

IEEE J. Sel. Top. Signal Process., 2020

Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things.

Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng, Athanasios V. Vasilakos

CoRR, 2020

Fourier Transform to Group Feature on Generated Coarser Contours for Fast 2D Shape Matching.

Yan Zheng, Fanjie Meng, Jie Liu, Baolong Guo, Yang Song, Xuebing Zhang, Ling Wang

IEEE Access, 2020

Deep Learning Defense Method Against Adversarial Attacks.

Ling Wang, Cheng Zhang, Jie Liu

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Work-in-Progress Abstract: A Reliable Wireless Smart Vehicle Highway On-Ramp Merging Protocol with Constant Time Headway Safety Guarantee.

Xueli Fan, Qixin Wang, Jie Liu

Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

2019

CapNet: Exploiting Wireless Sensor Networks for Data Center Power Capping.

Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha

ACM Trans. Sens. Networks, 2019

Model Embedded DRL for Intelligent Greenhouse Control.

Tinghao Zhang, Jingxu Li, Jingfeng Li, Ling Wang, Feng Li, Jie Liu

CoRR, 2019

Single-Path NAS: Device-Aware Efficient ConvNet Design.

Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

CoRR, 2019

Sample-Efficient Policy Learning based on Completely Behavior Cloning.

Qiming Zou, Ling Wang, Yu Li, Jie Liu

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours.

Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Low-Power Wide-Area Network Over White Spaces.

Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra

IEEE/ACM Trans. Netw., 2018

The computer for the 21st century: present security & privacy challenges.

Leonardo B. Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F. Aranha, Fábio Borges, Michele Nogueira, Michelle S. Wangham, Min Wu, Jie Liu

J. Internet Serv. Appl., 2018

Techniques for Efficiently Handling Power Surges in Fuel Cell Powered Data Centers: Modeling, Analysis, Results.

Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu

CoRR, 2018

Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty.

Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian J. McAuley

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Autonomous Retailing: A Frontier for Cyber-Physical-Human Systems.

Jie Liu

Proceedings of the Principles of Modeling, 2018

2017

The Microsoft Indoor Localization Competition: Experiences and Lessons Learned.

Dimitrios Lymberopoulos, Jie Liu

IEEE Signal Process. Mag., 2017

Distributed load management algorithms in anycast-based CDNs.

Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz

Comput. Networks, 2017

Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs.

Mengting Wan, Di Wang, Matthew Goldman, Matt Taddy, Justin Rao, Jie Liu, Dimitrios Lymberopoulos, Julian J. McAuley

Proceedings of the 26th International Conference on World Wide Web, 2017

Proof-Carrying Sensing: Towards Real-World Authentication in Cyber-Physical Systems.

Min Wu, Fernando Magno Quintão Pereira, Jie Liu, Heitor S. Ramos, Mário S. Alvim, Leonardo B. Oliveira

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces.

Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision.

Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Rain or Shine? - Making Sense of Cloudy Reliability Data.

Iyswarya Narayanan, Bikash Sharma, Di Wang, Sriram Govindan, Laura Caulfield, Anand Sivasubramaniam, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

The Computer for the 21st Century: Security & Privacy Challenges after 25 Years.

Leonardo B. Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F. Aranha, Fábio Borges, Jie Liu

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016

CO-GPS: Energy Efficient GPS Sensing with Cloud Offloading.

Jie Liu, Bodhi Priyantha, Ted Hart, Yuzhe Jin, Woo Suk Lee, Vijay Raghunathan, Heitor S. Ramos, Qiang Wang

IEEE Trans. Mob. Comput., 2016

Heterogeneous-Reliability Memory: Exploiting Application-Level Memory Error Tolerance.

Yixin Luo, Sriram Govindan, Bikash Sharma, Mark Santaniello, Justin Meza, Aman Kansal, Jie Liu, Badriddine M. Khessib, Kushagra Vaid, Onur Mutlu

CoRR, 2016

SSD Failures in Datacenters: What, When and Why?

Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine M. Khessib, Kushagra Vaid

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

SNOW: Sensor Network over White Spaces.

Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Ranveer Chandra, Jie Liu

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

MASHaBLE: mobile applications of secret handshakes over bluetooth LE.

Yan Michalevsky, Suman Nath, Jie Liu

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

SizeCap: Efficiently handling power surges in fuel cell powered data centers.

Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

2015

GreenLocs: An Energy-Efficient Indoor Place Identification Framework.

Nam Tuan Nguyen, Rong Zheng, Jie Liu, Zhu Han

ACM Trans. Sens. Networks, 2015

FastRoute: A Scalable Load-Aware Anycast Routing Architecture for Modern CDNs.

Ashley Flavel, Pradeepkumar Mani, David A. Maltz, Nick Holt, Jie Liu, Yingying Chen, Oleg Surmachev

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

A realistic evaluation and comparison of indoor location technologies: experiences and lessons learned.

Dimitrios Lymberopoulos, Jie Liu, Xue Yang, Romit Roy Choudhury, Vlado Handziski, Souvik Sen

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Sensor-Based User Authentication.

He Wang, Dimitrios Lymberopoulos, Jie Liu

Proceedings of the Wireless Sensor Networks - 12th European Conference, 2015

SAPPHIRE: an always-on context-aware computer vision system for portable devices.

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Matthai Philipose, Bodhi Priyantha, Mohammed Shoaib

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Scalable-effort classifiers for energy-efficient machine learning.

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Mohammed Shoaib

Proceedings of the 52nd Annual Design Automation Conference, 2015

Distributed load management in anycast-based CDNs.

Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David A. Maltz

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Exploiting On-Device Image Classification for Energy Efficiency in Ambient-Aware Systems.

Mohammed Shoaib, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Proceedings of the Mobile Cloud Visual Media Computing - From Interaction to Service, 2015

2014

No more electrical infrastructure: towards fuel cell powered data centers.

Ana Carolina Riekstin, Sean James, Aman Kansal, Jie Liu, Eric Peterson

ACM SIGOPS Oper. Syst. Rev., 2014

Microsoft Indoor Localization Competition: Experiences and Lessons Learned.

Dimitrios Lymberopoulos, Jie Liu, Xue Yang, Romit Roy Choudhury, Souvik Sen, Vlado Handziski

GetMobile Mob. Comput. Commun., 2014

Local business ambience characterization through mobile audio sensing.

He Wang, Dimitrios Lymberopoulos, Jie Liu

Proceedings of the 23rd International World Wide Web Conference, 2014

RushNet: practical traffic prioritization for saturated wireless sensor networks.

Chieh-Jan Mike Liang, Kaifei Chen, Nissanka Bodhi Priyantha, Jie Liu, Feng Zhao

Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Privacy.tag: privacy concern expressed and respected.

Cheng Bo, Guobin Shen, Jie Liu, Xiang-Yang Li, Yongguang Zhang, Feng Zhao

Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

CapNet: A Real-Time Wireless Management Network for Data Center Power Capping.

Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Unleashing the Wild Card for mobile payment.

Mastooreh Salajegheh, Bodhi Priyantha, Jie Liu

Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014

DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps.

Bin Liu, Suman Nath, Ramesh Govindan, Jie Liu

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

COIN-GPS: indoor localization from direct GPS receiving.

S. M. Shahriar Nirjon, Jie Liu, Gerald DeJean, Bodhi Priyantha, Yuzhe Jin, Ted Hart

Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

An energy harvesting wearable ring platform for gestureinput on surfaces.

Jeremy Gummeson, Bodhi Priyantha, Jie Liu

Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

Energy efficient GPS acquisition with sparse-gps.

Prasant Kumar Misra, Wen Hu, Yuzhe Jin, Jie Liu, Amanda Souza de Paula, Niklas Wirström, Thiemo Voigt

Proceedings of the IPSN'14, 2014

Characterizing Application Memory Error Vulnerability to Optimize Datacenter Cost via Heterogeneous-Reliability Memory.

Yixin Luo, Sriram Govindan, Bikash Sharma, Mark Santaniello, Justin Meza, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid, Onur Mutlu

Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014

Energy scaling in multi-tiered sensing systems through compressive sensing.

Mohammed Shoaib, Jie Liu, Matthai Philipose

Proceedings of the IEEE 2014 Custom Integrated Circuits Conference, 2014

Underprovisioning backup power infrastructure for datacenters.

Di Wang, Sriram Govindan, Anand Sivasubramaniam, Aman Kansal, Jie Liu, Badriddine Khessib

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

2013

Indoor Localization Using FM Signals.

Yin Chen, Dimitrios Lymberopoulos, Jie Liu, Bodhi Priyantha

IEEE Trans. Mob. Comput., 2013

Why application errors drain battery easily?: a study of memory leaks in smartphone apps.

Mingyuan Xia, Wenbo He, Xue Liu, Jie Liu

Proceedings of the Workshop on Power-Aware Computing and Systems, 2013

High-sensitivity cloud-offloaded instant GPS for indoor environments.

S. M. Shahriar Nirjon, Jie Liu, Bodhi Priyantha, Gerald DeJean

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

SparseGPS: energy efficient GPS acquisition via sparse approximation.

Prasant Misra, Wen Hu, Yuzhe Jin, Jie Liu, Niklas Wirström, Thiemo Voigt

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Circulo: Saving Energy with Just-In-Time Hot Water Recirculation.

Andrew Frye, Michel Goraczko, Jie Liu, Md Anindya Prodhan, Kamin Whitehouse

Proceedings of the BuildSys 2013, 2013

PACMan: Performance Aware Virtual Machine Consolidation.

Alan Roytman, Aman Kansal, Sriram Govindan, Jie Liu, Suman Nath

Proceedings of the 10th International Conference on Autonomic Computing, 2013

2012

Energy-optimal Batching periods for asynchronous multistage data processing on sensor nodes: foundations and an mPlatform case study.

Dong Wang, Tarek F. Abdelzaher, Bodhi Priyantha, Jie Liu, Feng Zhao

Real Time Syst., 2012

Distributed Coordination of Internet Data Centers Under Multiregional Electricity Markets.

Lei Rao, Xue Liu, Marija D. Ilic, Jie Liu

Proc. IEEE, 2012

Energy efficient GPS sensing with cloud offloading.

Jie Liu, Bodhi Priyantha, Ted Hart, Heitor S. Ramos, Antonio Alfredo Ferreira Loureiro, Qiang Wang

Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

The CLEO mobile sensing platform.

Woo Suk Lee, Bodhi Priyantha, Ted Hart, Gerald DeJean, Yan Xu, Jie Liu

Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Fast app launching for mobile devices using predictive user context.

Tingxin Yan, David Chu, Deepak Ganesan, Aman Kansal, Jie Liu

Proceedings of the 10th International Conference on Mobile Systems, 2012

Demo: Bluetooth TouchPoint.

Gerald DeJean, Jeff Herron, Jie Liu, Darko Kirovski

Proceedings of the 10th International Conference on Mobile Systems, 2012

FM-based indoor localization.

Yin Chen, Dimitrios Lymberopoulos, Jie Liu, Bodhi Priyantha

Proceedings of the 10th International Conference on Mobile Systems, 2012

Shipping data from heterogeneous protocols on packet train.

Chieh-Jan Mike Liang, Kaifei Chen, Jie Liu, Nissanka Bodhi Priyantha, Feng Zhao

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Design and evaluation of a wireless magnetic-based proximity detection platform for indoor applications.

Xiaofan Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Improving energy efficiency of personal sensing applications with heterogeneous multi-processors.

Moo-Ryong Ra, Bodhi Priyantha, Aman Kansal, Jie Liu

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Handling more data with less cost: taming power peaks in MapReduce clusters.

Nan Zhu, Lei Rao, Xue Liu, Jie Liu

Proceedings of the Asia-Pacific Workshop on Systems, 2012

2011

LittleRock: Enabling Energy-Efficient Continuous Sensing on Mobile Phones.

Bodhi Priyantha, Dimitrios Lymberopoulos, Jie Liu

IEEE Pervasive Comput., 2011

Power Budgeting for Virtualized Data Centers.

Harold Lim, Aman Kansal, Jie Liu

Proceedings of the 2011 USENIX Annual Technical Conference, 2011

Taming power peaks in mapreduce clusters.

Nan Zhu, Lei Rao, Xue Liu, Jie Liu, Haibin Guan

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Creating interactive virtual zones in physical space with magnetic-induction.

Xiaofan Jiang, Chieh-Jan Mike Liang, Feng Zhao, Kaifei Chen, Jeff Hsu, Ben Zhang, Jie Liu

Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

SpeakerSense: Energy Efficient Unobtrusive Speaker Identification on Mobile Phones.

Hong Lu, A. J. Bernheim Brush, Bodhi Priyantha, Amy K. Karlson, Jie Liu

Proceedings of the Pervasive Computing - 9th International Conference, 2011

ThermoCast: a cyber-physical forecasting model for datacenters.

Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

WiFlock: Collaborative group discovery and maintenance in mobile sensor networks.

Aveek Purohit, Bodhi Priyantha, Jie Liu

Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

LEAP: a low energy assisted GPS for trajectory-based services.

Heitor S. Ramos, Tao Zhang, Jie Liu, Nissanka Bodhi Priyantha, Aman Kansal

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Mobile Apps: It's Time to Move Up to CondOS.

David Chu, Aman Kansal, Jie Liu, Feng Zhao

Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

The Data Furnace: Heating Up with Cloud Computing.

Jie Liu, Michel Goraczko, Sean James, Christian Belady, Jiakang Lu, Kamin Whitehouse

Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing, 2011

Cuanta: quantifying effects of shared on-chip resource interference for consolidated virtual machines.

Sriram Govindan, Jie Liu, Aman Kansal, Anand Sivasubramaniam

Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011

Location-aware click prediction in mobile local search.

Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Pocket cloudlets.

Emmanouil Koukoumidis, Dimitrios Lymberopoulos, Karin Strauss, Jie Liu, Doug Burger

Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011

2010

Semantic-less coordination of power management and application performance.

Aman Kansal, Jie Liu, Abhishek Singh, Ripal Nathuji, Tarek F. Abdelzaher

ACM SIGOPS Oper. Syst. Rev., 2010

Fast approximate correlation for massive time-series data.

Abdullah Mueen, Suman Nath, Jie Liu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Surviving wi-fi interference in low power ZigBee networks.

Chieh-Jan Mike Liang, Bodhi Priyantha, Jie Liu, Andreas Terzis

Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010

Energy-optimal Batching Periods for Asynchronous Multistage Data Processing on Sensor Nodes: Foundations and an mPlatform Case Study.

Qing Cao, Dong Wang, Tarek F. Abdelzaher, Bodhi Priyantha, Jie Liu, Feng Zhao

Proceedings of the 16th IEEE Real-Time and Embedded Technology and Applications Symposium, 2010

Enabling energy efficient continuous sensing on mobile phones with LittleRock.

Bodhi Priyantha, Dimitrios Lymberopoulos, Jie Liu

Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

MEC-IDC: joint load balancing and power control for distributed Internet Data Centers.

Lei Rao, Xue Liu, Marija D. Ilic, Jie Liu

Proceedings of the ACM/IEEE 1st International Conference on Cyber-Physical Systems, 2010

Virtual machine power metering and provisioning.

Aman Kansal, Feng Zhao, Jie Liu, Nupur Kothari, Arka Aloke Bhattacharya

Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009

Managing Massive Time Series Streams with MultiScale Compressed Trickles.

Galen Reeves, Jie Liu, Suman Nath, Feng Zhao

Proc. VLDB Endow., 2009

GAMPS: compressing multi sensor data by grouping and amplitude scaling.

Sorabh Gandhi, Suman Nath, Subhash Suri, Jie Liu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

RACNet: a high-fidelity data center sensing network.

Chieh-Jan Mike Liang, Jie Liu, Liqian Luo, Andreas Terzis, Feng Zhao

Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

AdaptSens: An Adaptive Data Collection and Storage Service for Solar-Powered Sensor Networks.

Lili Wang, Yong Yang, Dong Kun Noh, Hieu Khac Le, Jie Liu, Tarek F. Abdelzaher, Michael Ward

Proceedings of the 30th IEEE Real-Time Systems Symposium, 2009

Poster abstract: Enabling reliable and high-fidelity data center sensing.

Chieh-Jan Mike Liang, Jie Liu, Liqian Luo, Andreas Terzis

Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009

Challenges Towards Elastic Power Management in Internet Data Centers.

Jie Liu, Feng Zhao, Xue Liu, Wenbo He

Proceedings of the 29th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2009 Workshops), 2009

2008

Composing semantic services in open sensor-rich environments.

Jie Liu, Feng Zhao

IEEE Netw., 2008

SensorMap for Wide-Area Sensor Webs.

Suman Nath, Jie Liu, Feng Zhao

Computer, 2008

Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services.

Gong Chen, Wenbo He, Jie Liu, Suman Nath, Leonidas Rigas, Lin Xiao, Feng Zhao

Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

Que: A Sensor Network Rapid Prototyping Tool with Application Experiences from a Data Center Deployment.

David Chu, Feng Zhao, Jie Liu, Michel Goraczko

Proceedings of the Wireless Sensor Networks, 5th European Conference, 2008

Energy-optimal software partitioning in heterogeneous multiprocessor embedded systems.

Michel Goraczko, Jie Liu, Dimitrios Lymberopoulos, Slobodan Matic, Bodhi Priyantha, Feng Zhao

Proceedings of the 45th Design Automation Conference, 2008

2007

SenseWeb: An Infrastructure for Shared Sensing.

Aman Kansal, Suman Nath, Jie Liu, Feng Zhao

IEEE Multim., 2007

A Programming Model for Time-Synchronized Distributed Real-Time Systems.

Yang Zhao, Jie Liu, Edward A. Lee

Proceedings of the 13th IEEE Real-Time and Embedded Technology and Applications Symposium, 2007

2006

SensorMap: a web site for sensors world-wide.

Suman Nath, Jie Liu, Jessica Miller, Feng Zhao, André Santanchè

Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

A spreadsheet approach to programming and managing sensor networks.

Alec Woo, Siddharth Seth, Tim Olson, Jie Liu, Feng Zhao

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Kinetically stable task assignment for networks of microservers.

Zoë Abrams, Ho-Lin Chen, Leonidas J. Guibas, Jie Liu, Feng Zhao

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Greedy is Good: On Service Tree Placement for In-Network Stream Processing.

Zoë Abrams, Jie Liu

Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

Semantic Streams: A Framework for Composable Semantic Interpretation of Sensor Data.

Kamin Whitehouse, Feng Zhao, Jie Liu

Proceedings of the Wireless Sensor Networks, Third European Workshop, 2006

2005

Automatic programming with semantic streams.

Kamin Whitehouse, Feng Zhao, Jie Liu

Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005

A spreadsheet toolkit for streaming sensor data.

Siddharth Seth, Alec Woo, Tim Olson, Jie Liu, Feng Zhao

Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005

Semantics-based optimization across uncoordinated tasks in networked embedded systems.

Jie Liu, Elaine Cheong, Feng Zhao

Proceedings of the EMSOFT 2005, 2005

Service-Oriented Computing in Sensor Networks.

Jie Liu, Feng Zhao

Proceedings of the Distributed Computing in Sensor Systems, 2005

galsC: A Language for Event-Driven Embedded Systems.

Elaine Cheong, Jie Liu

Proceedings of the 2005 Design, 2005

2004

Apply geometric duality to energy-efficient non-local phenomenon awareness using sensor networks.

Jie Liu, Feng Zhao, Patrick Cheung, Leonidas J. Guibas

IEEE Wirel. Commun., 2004

Distributed Group Management in Sensor Networks: Algorithms and Applications to Localization and Tracking.

Juan Liu, Jie Liu, James Reich, Patrick Cheung, Feng Zhao

Telecommun. Syst., 2004

Actor-oriented control system design: a responsible framework perspective.

Jie Liu, Johan Eker, Jörn W. Janneck, Xiaojun Liu, Edward A. Lee

IEEE Trans. Control. Syst. Technol., 2004

A Vehicle-to-Vehicle Communication Protocol for Cooperative Collision Warning.

Xue Yang, Jie Liu, Feng Zhao, Nitin H. Vaidya

Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004

Distributed state representation for tracking problems in sensor networks.

Juan Liu, Maurice Chu, Jie Liu, Jim Reich, Feng Zhao

Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

RoamHBA: maintaining group connectivity in sensor networks.

Qing Fang, Jie Liu, Leonidas J. Guibas, Feng Zhao

Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

2003

Collaborative signal and information processing: an information-directed approach.

Feng Zhao, Jie Liu, Juan Liu, Leonidas J. Guibas, James Reich

Proc. IEEE, 2003

Taming heterogeneity - the Ptolemy approach.

Johan Eker, Jörn W. Janneck, Edward A. Lee, Jie Liu, Xiaojun Liu, Jozsef Ludvig, Stephen Neuendorffer, Sonia R. Sachs, Yuhong Xiong

Proc. IEEE, 2003

State-Centric Programming for Sensor-Actuator Network Systems.

Jie Liu, Maurice Chu, Juan Liu, James Reich, Feng Zhao

IEEE Pervasive Comput., 2003

TinyGALS: A Programming Model for Event-Driven Embedded Systems.

Elaine Cheong, Judith Liebman, Jie Liu, Feng Zhao

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Distributed Group Management for Track Initiation and Maintenance in Target Localization Applications.

Juan Liu, Jie Liu, James Reich, Patrick Cheung, Feng Zhao

Proceedings of the Information Processing in Sensor Networks, 2003

On the Causality of Mixed-Signal and Hybrid Models.

Jie Liu, Edward A. Lee

Proceedings of the Hybrid Systems: Computation and Control, 2003

Scaling into Ambient Intelligence.

Twan Basten, Luca Benini, Anantha P. Chandrakasan, Menno Lindwer, Jie Liu, Rex Min, Feng Zhao

Proceedings of the 2003 Design, 2003

Programming embedded networked sensor systems.

Feng Zhao, Jie Liu, Jim Reich, Maurice Chu, Juan Liu

Proceedings of the 1st IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2003

2002

A component-based approach to modeling and simulating mixed-signal and hybrid systems.

Jie Liu, Edward A. Lee

ACM Trans. Model. Comput. Simul., 2002

A dual-space approach to tracking and sensor management in wireless sensor networks.

Jie Liu, Patrick Cheung, Feng Zhao, Leonidas J. Guibas

Proceedings of the First ACM International Workshop on Wireless Sensor Networks and Applications, 2002

1998

Software timing analysis using HW/SW cosimulation and instruction set simulator.

Jie Liu, Marcello Lajolo, Alberto L. Sangiovanni-Vincentelli

Proceedings of the Sixth International Workshop on Hardware/Software Codesign, 1998