Z. Ma, H. Zhang and J. Liu, "PrecipLSTM: A Meteorological Spatiotemporal LSTM for Precipitation Nowcasting," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-8, 2022.

S. Cheng, J. Huang, Z. Chen, J. Liu and J. Li, "Approximated Assignment Algorithms for Unordered and Ordered Tasks in Data Shared MEC Systems," in IEEE Transactions on Mobile Computing, vol. 22, no. 4, pp. 1968-1987, 1 April 2023.

D. Stamoulis et al., "Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization," in IEEE Journal of Selected Topics in Signal Processing, vol. 14, no. 4, pp. 609-622, May 2020,

Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Nissanka Bodhi Priyantha, Jie Liu, Diana Marculescu, Single-path mobile automl: Efficient convnet design and NAS hyperparameter optimization, IEEE Journal of Selected Topics in Signal Processing, Feb. 2020,

Jie Liu, “Autonomous Retailing: A Frontier for Cyber-Physical-Human Systems,” Book Chapter in Principles of Modeling, Springer 2018, pp. 336-350

Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha, “CapNet: Exploiting wireless sensor networks for data center power capping,” ACM Transactions on Sensor Networks (TOSN), 2018, 15(1), 6

Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra, “Low-Power Wide-Area Network Over White Spaces,” IEEE/ACM Transactions on Networking, 2018, 26(4), pp.1893-1906

Leonardo B Oliveira, Fernando Magno Quintão Pereira, Rafael Misoczki, Diego F Aranha, Fábio Borges, Michele Nogueira, Michelle Wangham, Min Wu, Jie Liu, “The computer for the 21st century: present security & privacy challenges,” Journal of Internet Services and Applications, 9(1), 24, 2018，Springer London

Dimitrios Lymberopoulos and Jie Liu, “The Microsoft Indoor Localization Competition: Experiences and Lessons Learned,” IEEE Signal Processing Magazine, 34(5), 125-140 , 2017

Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David Maltz, “Distributed load management algorithms in anycast-based CDNs,” Computer Networks 115, 1-15, 2017

Li Zhao, Jacob Brouwer, Sean James, Eric Peterson, Di Wang, and Jie Liu, “Fuel cell powered data centers: In-rack dc generation,” Electrochemical Society Transactions 71 (1), 131-139

Li Zhao, Jacob Brouwer, Sean James, John Siegler, Eric Peterson, Aman Kansal, Jie Liu, “Dynamic performance of an in-rack proton exchange membrane fuel cell battery system to power servers,” International Journal of Hydrogen Energy, vol. 42, No. 15, pp.10158-10174, April 2017.

Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, Dave Maltz, “Distributed load management algorithms in anycast-based CDNs,” Computer Networks, Vol 115, pp. 1-15, March 2017.

Nam Tuan Nguyen, Rong Zheng, Jie Liu and Zhu Han, “GreenLocs: An Energy Efficient Indoor Place Identification Framework,” ACM Trans on Sensor Networks, Volume 11 Issue 3, March 2015.

Nan Zhu, Xue Liu, Jie Liu, Yu Hua, “Towards A Cost-Efficient MapReduce: Mitigating Power Peaks for Hadoop Clusters,” Tsinghua Science and Technology, Volume 19, Issue 1, Feb. 2014, pp: 24-32 (Best Paper of the Year)

Yin Chen, Dimitrios Lymberopoulos, Jie Liu, and Bodhi Priyantha, “Indoor Localization Using FM Signals,” IEEE Transactions on Mobile Computing (TMC), Volume 12, Issue 8, Aug. 2013.

Lei Rao, Xue Liu, Marija D. Ilic, and Jie Liu, “Distributed Coordination of Internet Data Centers Under Multiregional Electricity Markets,” Proceedings of the IEEE, 2012, pp.269-282.

Jie Liu and Andreas Terzis, “Sensing Data Centres for Energy Efficiency,” Philosophical Transactions of Royal Society A. January 13, 2012 370 1958 136-157, 13 January 2012.

Bodhi Priyantha, Dimitrios Lymberopoulos, and Jie Liu, “LittleRock: Enabling Energy Efficient Continuous Sensing on Mobile Phones,” Pervasive Computing Magazine, IEEE Computer Society, April~June, 2011, pp. 2~5.

Jie Liu, Feng Zhao, Jeff O'Reilly, Amaya Souarez, Michael Manos, Chieh-Jan Mike Liang, and Andreas Terzis, “Project Genome: Wireless Sensor Network for Data Center Cooling,” in The Architecture Journal, Microsoft, December 2008

Jie Liu and Feng Zhao, “Composing Semantic Services in Open Sensor-Rich Environments,” IEEE Network, vol. 22, No. 4, July/August 2008, pp. 44~49.

Aman Kansal, Suman Nath, Jie Liu, and Feng Zhao, “SenseWeb: An Infrastructure for Shared Sensing,” IEEE Multimedia. Vol. 14, No. 4, pp. 8-13, October-December 2007.

Suman Nath, Jie Liu, and Feng Zhao, “SensorMap for Wide-Area Sensor Webs.” IEEE Computer Magazine, 40(7), pp. 90-93, July, 2007.

Jie Liu, Patrick Cheung, Leonidas Guibas, and Feng Zhao, “Apply Geometric Duality to Energy Efficient Non-Local Phenomenon Awareness Using Sensor Networks,” in IEEE Wireless Communication Magazine, special issue on Wireless Sensor Networks: Theory and Systems, Vol. 11, No. 6, December, 2004, pp. 62—69.

Jie Liu, Maurice Chu, Juan Liu, James Reich, and Feng Zhao, “State-Centric Programming for Sensor-Actuator Network Systems.” IEEE Pervasive Computing, October, 2003, pp.50-62.

Juan Liu, Jie Liu, James Reich, Patrick Cheung, and Feng Zhao, “Distributed Group Management for Track Initiation and Maintenance in Target Localization Applications,” in Telecommunication Systems, Kluwer Academic Publishers, 2004.

Jie Liu, Johan Eker, Jorn W. Janneck, Xiaojun Liu, and Edward A. Lee, “Actor-Oriented Control System Design: A Responsible Framework Perspective,” in IEEE Trans. on Control System Technology, vol. 12, No. 2, March 2004, pp. 250-262.

Feng Zhao, Jie Liu, Juan Liu, Leonidas Guibas, and James Reich, “Collaborative Signal and Information Processing: An Information Directed Approach,” in Proceedings of the IEEE, vol. 91. No. 8, August, 2003, pp. 1199-1209.

Xiaojun Liu, Jie Liu, Edward A. Lee, and Johan Eker, “Heterogeneous Modeling and Design of Control Systems,” in Tariq Samad and Gary Balas (eds.), Software Enabled Control :Information Technology for Dynamical Systems, Wiley-IEEE Press, April 2003

Jie Liu and Edward A. Lee, “Timed Multitasking for Real-Time Embedded Software,” IEEE Control Systems, special issue on Software-Enabled Control, vol. 23, no. 1, January, 2003, pp 65-75.

Johan Eker, Jorn W. Janneck, Edward A. Lee, Jie Liu, Xiaojun Liu, Jozsef Ludvig, Stephen Neuendorffer, Sonia Sachs, and Yuhong Xiong, “Taming Heterogeneity—the Ptolemy Approach,” in Proceedings of the IEEE, vol. 91, no. 1, January, 2003, pp. 127-144.

Jie Liu and Edward A. Lee, “A Component-Based Approach to Modeling and Simulating Mixed-Signal and Hybrid Systems,” in ACM Trans. on Modeling and Computer Simulation, Vol. 12, No. 4, October, 2002, pp. 343-368.

Jie Liu, Bicheng Wu, Xiaojun Liu, and Edward A. Lee, “Interoperation of Heterogeneous CAD Tools in Ptolemy II,” in Journal of Modeling and Simulation of Microsystems, Vol. 2, No. 1, Pages 1-10, 200

Dongbo Li, Tong Yu, Yu Yang, Yuze Zhao, Zihan Chen, and Jie Liu. Intelligent heating monitoring method based on infrared image segmentation and target detection: poster abstract. Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation New York, NY, USA, 301–302, 2022.

J. Yan, S. Cheng, Z. Li and J. Liu, "PCTC: Parallel Cross Technology Communication in Heterogeneous wireless systems," 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Milano, Italy, 2022, pp. 67-78.

Li, Y., Cheng, S., Li, F., Liu, J., Wu, H. (2022). Optimizing the Age of Sensed Information in Cyber-Physical Systems. Database Systems for Advanced Applications. DASFAA 2022 International Workshops. DASFAA 2022.

Zhang, Y.; Liu, J. Prediction of Overall Energy Consumption of Data Centers in Different Locations. Sensors 2022, 22, 3704.

Z. Zhang, F. Li, C. Lin, S. Wen, X. Liu and J. Liu, "Choosing Appropriate AI-enabled Edge Devices, Not the Costly Ones," 2021 IEEE 27th International Conference on Parallel and Distributed Systems (ICPADS), Beijing, China, 2021, pp. 201-208.

Changyao Lin, Ziyang Zhang, Huan Li, and Jie Liu. 2021. ECSRL: A Learning-Based Scheduling Framework for AI Workloads in Heterogeneous Edge-Cloud Systems. Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems (SenSys '21). Association for Computing Machinery, New York, NY, USA, 386–387.

X. Chen, S. Cheng, F. Li and J. Liu, "Transmit or Wait? Efficient Scheduling Algorithms for minimizing latency in Power-Adjustable Wireless Sensor Network," 2021 7th International Conference on Big Data Computing and Communications (BigCom), Deqing, China, 2021, pp. 255-262.

S. Cheng, J. Yan, J. Li and J. Liu, "Typingwristband: A Human Slight Motion Sensing System Based on Vibration Detection," ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, ON, Canada, 2021, pp. 8313-8317.

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,” European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2019, (Best Paper Award)

Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian McAuley, “Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty,” Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018),

Leonardo B Oliveira, Fernando Magno Quintao Pereira, Rafael Misoczki, Diego F Aranha, Fábio Borges, Jie Liu, “The computer for the 21st century: Security & privacy challenges after 25 years,” 26th International Conference on Computer Communication and Networks (ICCCN), Toronto, Canada, October 10-13, 2017.

M Wu, FMQ Pereira, J Liu, HS Ramos, MS Alvim, LB Oliveira, “New Directions: Proof-Carrying Sensing–Towards Real-World Authentication in Cyber-Physical Systems,” 2017 International Conference on Embedded Networked Sensor Systems (ACM SenSys), Delft, Netherland, Nov. 2017

Abu Saifullah, M. Rahman, D. Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra, “Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces,” 2017 International Conference on Embedded Networked Sensor Systems (ACM SenSys), Delft, Netherland, Nov. 2017

Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan, “Glimpse: A programmable early-discard camera architecture for continuous mobile vision,” 15th International Conference on Mobile Systems, Applications, and Services (MobiSys’17), Buffalo, NY, June 2017

Mengting Wan, Di Wang, Matt Goldman, Matt Taddy, Justin Rao, Jie Liu, Dimitrios Lymberopoulos, Julian McAuley, “Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs,” The 26th International Conference on World Wide Web (WWW’17), Perth, Australia, April 2017

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,” The 37th IEEE International Conference on Distributed Computing Systems (ICDCS’17), Atlanta, GA, June 2017

Abusayeed Saifullah, Mahbubur Rahman, Dali Ismail, Chenyang Lu, Ranveer Chandra, Jie Liu, “SNOW: Sensor network over white spaces,” 2016 International Conference on Embedded Networked Sensor Systems (ACM SenSys), Stanford, CA, Nov. 2016

Yan Michalevsky, Suman Nath, Jie Liu, “MASHaBLE: Mobile Applications of Secret Handshakes over Bluetooth LE,” The 22nd International Conference on Mobile Computing and Networking (MobiCom), New York, June, 2016

Yang Li, Di Wang, Saugata Ghose, Jie Liu, Sriram Govindan, Sean James, Eric Peterson, John Siegler, Rachata Ausavarungnirun, Onur Mutlu, “SizeCap: Coordinating Energy Storage Sizing and Power Capping for Fuel Cell Powered Data Centers, 22nd Intl. Symp. on High Performance Computer Architecture (HPCA)，2016

Iyswarya Narayanan, Di Wang, Myeongjae Jeon, Bikash Sharma, Laura Caulfield, Anand Sivasubramaniam, Ben Cutler, Jie Liu, Badriddine Khessib, and Kushagra Vaid. “SSD Failures in Datacenters: What? When? and Why?” In Proceedings of the 9th ACM International on Systems and Storage Conference (SYSTOR '16)，New York，NY，2016 (Best Student Paper Award)

Abhishek Sinha, Pradeepkumar Mani, Jie Liu, Ashley Flavel, David Maltz, “Distributed Load Management in Anycast-Based CDNs,” in 53rd Annual Allerton Conference on Communication, Control, and Computing, 2015

Swagath Venkataramani, Jie Liu, Anand Raghunathan, and Mohammed Shoaib, Scalable-effort classifiers for energy-efficient machine learning,” in IEEE Design Automation Conference (DAC), San Francisco, CA, June 2015

Dimitrios Lymberopoulos, Jie Liu, Xue Yang, Romit Roy Choudhury, Souvik Sen, Vlado Handziski, et. al., “A Realistic Evaluation and Comparison of Indoor Location Technologies: Experiences and Lessons Learned,” 14th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN)，Seattle，WA，May，2015.

Ashley Flavel, Pradeepkumar Mani, David Maltz, Jie Liu, Nick Holt, Oleg Surmachev, Yingying Chen, “FastRoute: A Scalable Load-Aware Anycast Routing Architecture for Modern CDNs,” 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI '15), Oakland, CA, May 2015

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Matthai Phillipose, Bodhi Priyantha, and Mohammed Shoaib, “SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices,” in IEEE Conf. Design Automation and Test in Europe (DATE) March 2015

He Wang, Dimitrios Lymberopoulos, and Jie Liu, “Sensor-based User Authentication,” in 12th European Conference on Wireless Sensor Networks (EWSN 2015), Porto, Portugal, Feb. 2015

Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra and Bodhi Priyantha, “CapNet: A Real-Time Wireless Management Network for Data Center Power Capping,” in IEEE Real-Time Systems Symposium (RTSS 2014), Rome, Italy, Dec. 2014 (Best Paper Award)

Chieh-Jan Mike Liang, Kaifei Chen, Nissanka Bodhi Priyantha, Jie Liu, Feng Zhao, “RushNet: Practical Traffic Prioritization for Saturated Wireless Sensor Networks,” in 12th ACM Conference on Networked Embedded Sensing Systems (SenSys 2014), Memphis, TN, Nov. 2014

Cheng Bo, Guobin Shen, Jie Liu, Xiang-Yang Li, Yongguang Zhang, Feng Zhao, “Privacy.Tag: Privacy Concern Expressed and Respected,” in 12th ACM Conference on Networked Embedded Sensing Systems (SenSys 2014), Memphis, TN, Nov. 2014

Mohammed Shoaib, Jie Liu, and Matthai Phillipose, “Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing,” in IEEE Custom Integrated Circuits Conference (CICC 2014), San Jose, CA, Sep. 2014 (Best Paper Award Nomination)

Shahriar Nirjon, Jie Liu, Gerald DeJean, Bodhi Priyantha, Yuzhe Jin, and Ted Hart, “COIN-GPS: Indoor Localization from Direct GPS Receiving,” in 12th International Conference on Mobile Systems, Applications, and Services (MobiSys 2014), Bretton Woods, NH, June 2014 (Best Paper Award)

Jeremy Gummeson (University of Massachusetts Amherst) and Bodhi Priyantha and Jie Liu, “An Energy Harvesting Wearable Ring Platform for Gesture Input on Surfaces,” in 12th International Conference on Mobile Systems, Applications, and Services (MobiSys 2014), Bretton Woods, NH, June 2014

Li Zhao, Jacob Brouwer, Sean James, Eric Peterson, John Siegler, Aman Kansal, and Jie Liu, “Servers Powered By a 10kW In-rack Proton Exchange Membrane Fuel Cell System,” in Proceedings of the ASME 2014 8th International Conference on Energy Sustainability & 12th Fuel Cell Science, Engineering and Technology Conference，ASME，29 June 2014

Yixin Luo, Sriram Govindan, Bikash Sharma, Mark Santaniello, Justin Meza, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid, and Onur Mutlu, “Characterizing Application Memory Error Vulnerability to Optimize Datacenter Cost via Heterogeneous-Reliability Memory,” in The 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2014)，June 2014

Bin Liu, Suman Nath, Ramesh Govindan, and Jie Liu, “DECAF: DEtecting and Characterizing Ad Fraud in Mobile Apps,” in 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2014), Seattle, WA, April 2014.

Prasant Misra, Wen Hu, Yuzhe Jin; Jie Liu; Amanda de Paula, Niklas Wirström, and Thiemo Voigt, “Energy Efficient GPS Acquisition with Sparse-GPS,” in IEEE/ACM IPSN 2014, Berlin, Germany, April 2014

He Wang, Dimitrios Lymberopoulos, and Jie Liu, “Local Business Ambience Characterization through Mobile Audio Sensing,” in WWW 2014, Seoul, Korea, April 2014.

Di Wang, Sriram Govindan, Anand Sivasubramaniam, Aman Kansal, Jie Liu, and Badriddine Khessib, “Underprovisioning Backup Power Infrastructure for Datacenters,” in 19th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2014), Salt Lake City，UT，March，2014.

Mastooreh Salajegheh, Jie Liu, and Bodhi Priyantha, “Unleashing The Wild Card for Mobile Payment,” in IEEE PerCom 2014, Budapest, Hungary, March 2014.

Andrew Frye, Michel Goraczko, Jie Liu, Anindya Prodhan, and Kamin Whitehouse, “Circulo: Saving Energy with Just-In-Time Hot Water Recirculation,” in The 5th ACM Workshop On Embedded Systems For Energy-Efficient Building (BuildSys'13), Rome, Italy, November, 2013.

Ana Carolina Riekstin, Sean James, Aman Kansal, Jie Liu, and Eric Peterson, “No More Electrical Infrastructure: Towards Fuel Cell Powered Data Centers,” in 2013 ACM Workshop on Power-Aware Computing and Systems (HotPower 2013) Farmington, PA, November 2013

Alan Roytman, Aman Kansal, Sriram Govindan, Jie Liu, and Suman Nath, “PACMan: Performance Aware Virtual Machine Consolidation,” in 10th International Conference on Autonomic Computing (ICAC), USENIX, 26 June 2013

Jie Liu, Bodhi Priyantha, Ted Hart, Heitor Ramos, Antonio A.F. Loureiro, and Qiang Wang, “Energy Efficient GPS Sensing with Cloud Offloading,” in 10th ACM Conference on Embedded Networked Sensor Systems (SenSys 2012), ACM, November 2012 (Best Paper Award)

Moo-Ryong Ra, Bodhi Priyantha, Aman Kansal, and Jie Liu, “Improving Energy Efficiency of Personal Sensing Applications with Heterogeneous Multi-Processors,” in The 14th International Conference on Ubiquitous Computing (Ubicomp 2012), ACM, 5 September 2012

Tingxin Yan, David Chu, Deepak Ganesan, Aman Kansal, and Jie Liu, “Fast App Launching for Mobile Devices Using Predictive User Context,” in ACM International Conference in Mobile Systems, Applications, and Services (MobiSys 2012), Lake District, UK, June 2012

Yin Chen, Dimitrios Lymberopoulos, Jie Liu, and Bodhi Priyantha, “FM-based Indoor Localization,” in ACM International Conference in Mobile Systems, Applications, and Services (MobiSys), Lake District, UK, June 2012

Zhenghua Wu, Qiang Wang, Yi Shen, Jie Liu, “Zig-Zag And Replacement Product Expander Graphs For Compressive Sensing,” 2012 IEEE International Instrumentation and Measurement Technology Conference, Graz, Austria, May 13-16, 2012.

Xiaofan Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao, “Design and Evaluation of a Wireless Magnetic-based Proximity Detection Platform for Indoor Applications,” The 11th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN 2012)，April 16-19，2012，Beijing，China

Sriram Govindan, Jie Liu, Aman Kansal, and Anand Sivasubramaniam, “Cuanta: Quantifying Effects of Shared On-chip Resource Interference for Consolidated Virtual Machines,” in ACM Symposium on Cloud Computing (SOCC), ACM, 27 October 2011

Dimitrios Lymberopoulos, Peixiang Zhao, Christian Konig, Klaus Berberich, and Jie Liu, “Location-aware Click Prediction in Mobile local Search,” in Conference in Information and Knoweledge Management (CIKM), ACM, 2011, Glasgow, Scotland, UK, October 24th – 28th, 2011,

Heitor S. Ramos, Tao Zhang, Jie Liu, Bodhi Priyantha, and Aman Kansal, “LEAP: A Low Energy Assisted GPS for Trajectory-Based Services,” in 13th ACM International Conference on Ubiquitous Computing (UbiComp), ACM, 17 September 2011

Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, and Christos Faloutsos, “ThermoCast: A Cyber-Physical Forecasting Model for Data Centers,” in KDD'11: 17th annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, Aug. 2011

Jie Liu, Michel Goraczko, Sean James, Christian Belady, Jiakang Lu, Kamin Whitehouse, “The Data Furnace: Heating Up with Cloud Computing,” in 3rd USENIX Workshop on Hot Topics in Cloud Computing, (HotCloud 2010), USENIX, June 2011.

Harold Lim, Aman Kansal, and Jie Liu, “Power Budgeting for Virtualized Data Centers,” in 2011 USENIX Annual Technical Conference (USENIX ATC '11), USENIX, June 2011

Yuxiong He and Jie Liu and Hongyang Sun, “Scheduling Functionally Heterogeneous Systems with Utilization Balancing,” in Proceedings of the 25th IEEE International Parallel & Distributed Processing Symposium (IPDPS2011), Anchorage, AL, May 2011.

David Chu, Aman Kansal, Jie Liu, and Feng Zhao, “Mobile Apps: It’s Time to Move Up to CondOS,” in 13th Workshop on Hot Topics in Operating Systems (HotOS XIII), USENIX, 9 May 2011

Hong Lu, A.J. Bernheim Brush, Bodhi Priyantha, Amy K. Karlson and Jie Liu, “SpeakerSense: Energy Efficient Unobtrusive Speaker Identification on Mobile Phones”, Pervasive 2011.

Emmanouil Koukoumidis, Dimitrios Lymberpoulos, Karin Strauss, Jie Liu, and Doug Burger, Pocket Cloudlets, in Proceedings of the Sixteenth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2011), ACM, 8 March 2011

Aveek Purohit, Nissanka Bodhi Priyantha, and Jie Liu, WiFlock: Collaborative Group Discovery and Maintenance in Mobile Sensor Networks, in 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2011), April 2011.

Chieh-Jan Mike Liang, Nissanka Bodhi Priyantha, Jie Liu, and Andreas Terzis, “Surviving Wi-Fi Interference in Low Power ZigBee Networks”, in Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems (SenSys 2010), 2 November 2010

Bodhi Priyantha, Dimitrios Lymberopoulos, and Jie Liu, “EERS: Energy Efficient Responsive Sleeping on Mobile Phones,” Workshop on Sensing for App Phones (PhoneSense 2010), in conjunction with SenSys 2010, Zurich, Switzerland, Nov. 2010.

Abdullah Mueen, Suman Nath, and Jie Liu, “Fast Approximate Correlation for Massive Time-series Data,” in Proceedings of the 2010 ACM SIGMOD international conference on Management of data (SIGMOD 2010), Indianapolis, IN, June, 2010

Aman Kansal, Feng Zhao, Jie Liu, Nupur Kothari, and Arka Bhattacharya, “Virtual Machine Power Metering and Provisioning,” in ACM Symposium on Cloud Computing (SOCC 2010), Indianapolis, IN, June, 2010.

Qing Cao, Dong Wang, Tarek Abdelzaher, Bodhi Priyantha, Jie Liu, and Feng Zhao, “Energy-optimal Batching Periods for Asynchronous Multistage Data Processing on Sensor Nodes: Foundations and an mPlatform Case Study,” in 16th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2010), Stockholm, Sweden, April 2010. (Best Paper Award)

Lei Rao, Xue Liu, Marija Ilic, Jie Liu, “MEC-IDC: Joint Load Balancing and Power Control for Distributed Internet Data Centers”, in The First International Conference on Cyber-Physical Systems (ICCPS 2010), Stockholm, Sweden, April 2010.

L. Wang, Y. Yang, D. Noh, H. Le, J. Liu, T. Abdelzaher, M. Ward, “AdaptSens: An Adaptive Data Collection and Storage Service for Solar-Powered Sensor Networks,” in The 30th IEEE Real-Time Systems Symposium (RTSS'2009), Washington DC, Dec.2009.

Jie Liu, “Automatic Server to Circuit Mapping with The Red Pills,” 2010 Workshop on Power Aware Computing and Systems (HotPower '10), in conjunction with OSDI 2010, Vancouver, BC, Canada, Dec., 2010.

Chieh-Jan Liang, Jie Liu, Liqian Luo, Andreas Terzis, and Feng Zhao, “RACNet: A High-Fidelity Data Center Sensing Network,” in Proceedings of The 7th ACM Conference on Embedded Networked Sensor Systems (SenSys 2009), November 2009

Aman Kansal, Jie Liu, Abhishek Singh, Ripal Nathuji, and Tarek Abdelzaher, “Semantic-less Coordination of Power Management and Application Performance”, in 2009 Workshop on Power Aware Computing and Systems (HowPower 2009), USENIX, October 2009

Lakshmi Ganesh, Jie Liu, Suman Nath, Galen Reeves and Feng Zhao, “Unleash Stranded Power in Data Centers with RackPacker” Workshop on Energy Efficient Design (WEED 2009), in conjunction with ISCA 2009.

Jie Liu, Feng Zhao, Xue Liu, Wenbo He, “Challenges Towards Elastic Power Management in Internet Data Centers” Workshop on Cyber-Physical Systems (WCPS 2009), in conjunction with ICDCS 2009, Montreal, Quebec, Canada, June 2009.

Galen Reeves, Jie Liu, Suman Nath, and Feng Zhao, “Managing Massive Time Series Streams with Multi-Scale Compressed Trickles,” in VLDB '2009: Proceedings of 35th Conference on Very Large Data Bases, Very Large Data Bases Endowment Inc., August 2009

Sorabh Gandhi, Suman Nath, Subhash Suri, and Jie Liu, “GAMPS: Compressing Multi Sensor Data by Grouping and Amplitude Scaling,” in ACM SIGMOD, 2009

Jie Liu, Bodhi Priyantha, Feng Zhao, Chieh-Jan Mike Liang, Qiang Wang, Sean James, Towards Discovering Data Center Genome Using Sensor Nets, in The Fifth Workshop on Embedded Networked Sensors (HotEmNets 2008), Charlottesville VA, Jun. 2008

Gong Chen, Wenbo He, Jie Liu, Suman Nath, Leonidas Rigas, Lin Xiao, Feng Zhao, “Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services,” 5th USENIX Symposium on Networked Systems Design & Implementation (NSDI 2008), San Francisco, CA. April 2008.

Michel Goraczko, Jie Liu, Dimitrios Lymberopoulos, Slobodan Matic, Bodhi Priyantha, Feng Zhao, “Energy-Optimal Software Partitioning in Heterogeneous Multiprocessor Embedded Systems,” in The 45th Design Automation Conference (DAC 2008), Anaheim, CA, Jun. 2008

David Chu, Feng Zhao, Jie Liu, and Michel Goraczko, “Que: A Sensor Network Rapid Prototyping Tool with Application Experiences from a Data Center Deployment,” in 5th European conference on Wireless Sensor Networks (EWSN 2008), Jan. 30~Feb. 1, 2008, Bologna, Italy.

Yang Zhao, Jie Liu and Edward A. Lee. “A Programming Model for Time-Synchronized Distributed Real-Time Systems,” 13th IEEE Real Time and Embedded Technology and Applications Symposium (RTAS'07), pp. 259 - 268, April, 2007, Bellevue, WA.

Zoe Abrams and Jie Liu, “Greedy is Good: On Service Tree Placement for In-Network Stream Processing,” in Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), Lisboa, Portugal, July 4-7, 2006.

Zoe Abrams, Ho-Lin Chen, Leonidas Guibas, Jie Liu, and Feng Zhao, “Kinetically Stable Task Assignment for Networks of Microservers,” in Fifth International Conference on Information Processing in Sensor Networks (IPSN 2006), Nashville, TN, April 2006.

Alec Woo, Siddharth Seth, Tim Olson, Jie Liu, and Feng Zhao, “A Spreadsheet Approach to Programming and Managing Sensor Networks,” in Fifth International Conference on Information Processing in Sensor Networks (IPSN 2006), SPOTS Track, Nashville, TN, April 2006.

Kamin Whitehouse, Jie Liu, and Feng Zhao, “Semantic Streams: a Framework for the Composable Semantic Interpretation of Sensor Data,” in 2006 European Workshop on Wireless Sensor Networks (EWSN2006), Zurich, Switzerland, Feb. 2006.

Jie Liu and Feng Zhao, “Towards Semantic Services for Sensor-Rich Information Systems,” in Second IEEE/CreateNet International Workshop on Broadband Advanced Sensor Networks (Basenets 2005), Boston, MA, Oct. 3, 2005.

Jie Liu, Elaine Cheong, and Feng Zhao, “Semantics-Based Optimization Across Uncoordinated Tasks in Networked Embedded Systems,” in Proceedings of the 5th ACM Conference on Embedded Software (EMSOFT 2005), Jersey City, New Jersey, September 2005.

Elaine Cheong and Jie Liu, “galsC: A Language for Event-Driven Embedded Systems,” in Design, Automation and Test in Europe (DATE2005), March 7-11, Munich, Germany.

Qing Fang, Jie Liu, Leonidas Guibas, and Feng Zhao, “RoamHBA: Maintaining Group Connectivity in Sensor Networks,” in 3rd International Symposium on Information Processing in Sensor Networks (IPSN’04), Berkeley, CA, April, 2004.

Juan Liu, Maurice Chu, Jie Liu, Jim Reich, and Feng Zhao, “Distributed State Representation for Tracking Problems in Sensor Networks,” in 3rd International Symposium on Information Processing in Sensor Networks (IPSN’04), Berkeley, CA, April, 2004.

Xue Yang, Jie Liu, Feng Zhao, and Nitin Vaidya, “A Vehicle-to-Vehicle Communication Protocol for Improving Road Safety,” in 1st International Conference on Mobile and Ubiquitous Systems: Networking and Services (Mobiquitous 2004), Boston, MA, Aug. 22-26, 2004.

Jie Liu and Edward A. Lee, “On the Causality of Mixed-Signal and Hybrid Models,” in 6th International Workshop on Hybrid Systems: Computation and Control (HSCC’03), Prague, Czech, April, 2003, Lecture Notes in Computer Science (LNCS2623), Springer-Verlag Heidelberg.

Juan Liu, Jie Liu, James Reich, Patrick Cheung, and Feng Zhao, “Distributed Group Management for Track Initiation and Maintenance in Target Localization Applications,” in 2nd International Workshop on Information Processing in Sensor Networks (IPSN’03), Palo Alto, CA, April 2003, Lecture Notes in Computer Science (LNCS 2634), Springer-Verlag Heidelberg

Elaine Cheong, Judy Liebman, Jie Liu, and Feng Zhao, “TinyGALS: A Pro¬gramming Model for Event-Driven Embedded Systems”, in 18th ACM Symposium on Applied Computing (SAC’03), Melbourne, FL, March, 2003, pp. 698-704.

Twan Basten, Luca Benini, Anantha Chandrakasan, Menno Lindwer, Jie Liu, Rex Min, and Feng Zhao, “Scaling into Ambient Intelligence,” in 6th Design, Automation, and Test in Europe Conference (DATE’03), Munich, Germany, March 2003, pp. 76-83.

Jie Liu, Patrick Cheung, Leonidas Guibas, and Feng Zhao, “A Dual-Space Approach to Tracking and Sensor Management in Wireless Sensor Networks,” in 1st ACM International Workshop on Wireless Sensor Networks and Applications (WSNA 2002), Atlanta, GA, Sept. 28, 2002.

Jie Liu, Johan Eker, Jorn W. Janneck, and Edward A. Lee, “Realistic Simulation of Embedded Control Systems,” in The 15th IFAC World Congress (IFAC'02), Barcelona, Spain, July, 2002.

Johan Eker, Chamberlain Fong, Jorn W. Janneck, and Jie Liu, “Design and Simulation of Heterogeneous Control Systems using Ptolemy II,” in Proceedings of the IFAC Conference on New Technologies for Computer Control (NTCC’01), Hong Kong, China, Nov. 2001.

Jie Liu, Stanley Jefferson, and Edward A. Lee, “Motivating Hierarchical Run-Time Models for Measurement and Control Systems,” in 2001 American Control Conference (ACC’01), Arlington, VA.

Jie Liu, Xiaojun Liu, and Edward A. Lee, “Modeling Distributed Hybrid Systems in Ptolemy II,” invited tutorial, 2001 American Control Conference (ACC’01), Arlington, VA, June 2001.

Jie Liu and Edward A. Lee, “Component-based Hierarchical Modeling of Systems with Continuous and Discrete Dynamics, in 2000 IEEE Symposium on Computer-Aided Control System Design (CACSD’00), Anchorage, Alaska, USA, September, 2000, pp 95-100.

Jie Liu, Xiaojun Liu, T. John Koo, Bruno Sinopoli, Shankar Sastry, and Edward A. Lee, “A Hierarchical Hybrid System Model and Its Simulation,” in 38th IEEE Conference on Decision and Control (CDC’99), Phoenix, Arizona, December 1999. pp. 3508-3513.

Jie Liu, Bicheng Wu, Xiaojun Liu, and Edward A. Lee, “Interoperation of Heterogeneous CAD Tools in Ptolemy II,” in Symposium on Design, Test, and Microfabrication of MEMS/MOEMs, March 1999, Paris, France. pp. 249-258.

Jie Liu, Marcello Lajolo, and Alberto Sangiovanni-Vincentelli, “Software Timing Analysis Using HW/SW Cosimulation and Instruction Set Simulator,” in Proc. of the Sixth International Workshop on Hardware/Software Codesign (CODES/CASES '98), pp. 65-70, March 1998.

Jie Liu and Deyun Xiao, “Design and Implementation of An Intelligent Fault Diagnose Platform,” in IEEE International Conference on Systems, Man, and Cybernetics, pp. 250-254, Beijing, China, Oct. 1996.

Jie Liu and Deyun Xiao, “Design of An Architecture for Real-Time Fault Prediction Expert Systems,” in 8th Chinese Conference on Decision and Control, pp. 1004-1008, Jinan, China, May 1996.