From Models to Operators: Rethinking Autoscaling Granularity for Large Generative Models
Xingqi Cui, Chieh-Jan Mike Liang, Jiarong Xing, Haoran Qiu
November 2025
Chieh-Jan Mike Liang
Principal Researcher
出版物
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Algorithm Generation via Creative Ideation
Ruiying Ma, Chieh-Jan Mike Liang, Yanjie Gao, Francis Y. Yan
October 2025
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The Next Horizon of System Intelligence
Chieh-Jan Mike Liang, Haoran Qiu, Francis Y. Yan, Tianyin Xu, Lidong Zhou
September 2025
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DEX: Scalable Range Indexing on Disaggregated Memory
Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
VLDB (International Conference on Very Large Data Bases) | August 2024
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Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
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On Modular Learning of Distributed Systems for Predicting End-to-End Latency
Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2023
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The Case for Learning Machine Language
Guangda Liu, Chieh-Jan Mike Liang, Shijie Cao, Shuai Lu, Leendert van Doorn
ML for Systems at NeurIPS | December 2022
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Wireless Sensor Network for in situ Soil Moisture Monitoring
Jianing Fang, Chuheng Hu, Nour Smaoui, Doug Carlson, Jayant Gupchup, Razvan Musaloiu-E., Chieh-Jan Mike Liang, Marcus Chang, Omprakash Gnawali, Tamas Budavari, Andreas Terzis, Katalin Szlavecz, Alexander S. Szalay
SENSORNETS | February 2021
Best Paper
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AutoSys: The Design and Operation of Learning-Augmented Systems
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
ATC (USENIX Annual Technical Conference) | July 2020
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Accelerating Rule-matching Systems with Learned Rankers
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2019
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The Case for Learning-and-System Co-design
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou
ACM SIGOPS Operating Systems Review | July 2019, 巻53(1): pp. 68-74
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Low-Cost and Robust Geographic Opportunistic Routing in a Strip Topology Wireless Network
Chen Liu, Dingyi Fang, Xinyan Liu, Dan Xu, Xiaojiang Chen, Chieh-Jan Mike Liang, Baoying Liu, Zhanyong Tang
TOSN (ACM Transactions on Sensor Networks) | April 2019
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Metis: Robustly Optimizing Tail Latencies of Cloud Systems
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2018
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Systematically Ensuring The Confidence of Real Time Home Automation IoT Systems
Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Shan Lin, Dongmei Zhang, Xuandong Li
TCPS (ACM Transactions on Cyber-Physical Systems) | June 2018
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Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis
Li Lyna Zhang, Chieh-Jan Mike Liang, Zhao Lucis Li, Yunxin Liu, Feng Zhao, Enhong Chen
TMC (IEEE Transactions on Mobile Computing) | February 2018, 巻17: pp. 279-292
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Systematically Testing Background Services of Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Yunxin Liu, Enhong Chen
ASE (International Conference on Automated Software Engineering) | October 2017
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TennisMaster: An IMU-based Online Serve Performance Evaluation System
Disheng Yang, Jian Tang, Yang Huang, Chao Xu, Jinyang Li, Liang Hu, Jiao Zhang, Guobin Shen, Chieh-Jan Mike Liang, Hengchang Liu
AH (Augmented Human) | March 2017
Best Paper
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Towards A Contextual and Scalable Automated-testing Service for Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Wei Zhang, Enhong Chen
HotMobile | February 2017
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Systematically Debugging IoT Control System Correctness for Building Automation
Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016
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Memory-Centric Data Storage for Mobile Systems
Jinglei Ren, Chieh-Jan Mike Liang, Yongwei Wu, Thomas Moscibroda
ATC (USENIX Annual Technical Conference) | July 2015
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SIFT: Building an Internet of Safe Things
Chieh-Jan Mike Liang, Börje F. Karlsson, Nicholas D. Lane, Feng Zhao, Junbei Zhang, Zheyi Pan, Zhao Lucis Li, Yong Yu
IPSN (International Conference on Information Processing in Sensor Networks) | April 2015
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How to Smash the Next Billion Mobile App Bugs?
Ranveer Chandra, Börje F. Karlsson, Nicholas D. Lane, Chieh-Jan Mike Liang, Suman Nath, Jitu Padhye, Lenin Ravindranath Sivalingam, Feng Zhao
ACM GetMobile: Mobile Computing and Communications | January 2015, 巻19(1)
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A Feasibility Study and Development Framework Design for Realizing Smartphone-based Vehicular Networking Systems
Yongtae Park, Jihun Ha, Seungho Kuk, Hyogon Kim, Chieh-Jan Mike Liang, JeongGil Ko
TMC (IEEE Transactions on Mobile Computing) | November 2014, 巻99
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RushNet: Practical Traffic Prioritization for Saturated Wireless Sensor Networks
Chieh-Jan Mike Liang, Kaifei Chen, Bodhi Priyantha, Jie Liu, Feng Zhao
SenSys (Conference on Embedded Networked Sensor Systems) | November 2014
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Caiipa: Automated Large-scale Mobile App Testing through Contextual Fuzzing
Chieh-Jan Mike Liang, Nicholas D. Lane, Niels Brouwers, Li Lyna Zhang, Börje F. Karlsson, Hao Liu, Yan Liu, Jun Tang, Xiang Shan, Ranveer Chandra, Feng Zhao
MobiCom (International Conference on Mobile Computing and Networking) | September 2014
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Low-Power and Topology-Free Data Transfer Protocol with Synchronous Packet Transmissions
Jongsoo Jeong, Jongjun Park, Hoon Jeong, JongArm Jun, Chieh-Jan Mike Liang, JeongGil Ko
SECON (Internation Conference on Sensing, Communication, and Networking) | July 2014
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Improving the Packet Delivery Performance for Concurrent Packet Transmissions in WSNs
Jongjun Park, Jongsoo Jeong, Hoon Jeong, Chieh-Jan Mike Liang, JeongGil Ko
IEEE Communications Letters | December 2013, 巻18
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Crossroads: A Framework for Developing Proximity-based Social Interactions
Chieh-Jan Mike Liang, Haozhun Jin, Yang Yang, Li Lyna Zhang, Feng Zhao
Mobiquitous (International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services) | December 2013
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Reducing Energy Waste for Computers by Human-in-the-Loop Control
Sirajum Munir, John A. Stankovic, Chieh-Jan Mike Liang, Shan Lin
TETC (IEEE Transactions on Emerging Topics in Computing) | September 2013, 巻2(4)
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New Cyber Physical System Challenges for Human-in-the-Loop Control
Sirajum Munir, John A. Stankovic, Chieh-Jan Mike Liang, Shan Lin
Feedback Computing (International Workshop on Feedback Computing) | June 2013
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Accurate Real-Time Occupant Energy-Footprinting in Commercial Buildings
Yun Cheng, Kaifei Chen, Ben Zhang, Chieh-Jan Mike Liang, Xiaofan Jiang, Feng Zhao
BuildSys (ACM Workshop On Embedded Systems For Energy-Efficient Buildings) | November 2012
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A-MAC: A Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless
Prabal Dutta, Stephen Dawson-Haggerty, Yin Chen, Chieh-Jan Mike Liang, Andreas Terzis
TOSN (ACM Transactions on Sensor Networks) | September 2012, 巻8
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Design and Evaluation of a Wireless Magnetic-based Proximity Detection Platform for Indoor Applications
Xiaofan (Fred) Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao
IPSN (International Conference on Information Processing in Sensor Networks) | April 2012
Best Demo
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ThermoCast: A Cyber-Physical Forecasting Model for Data Centers
Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos
KDD (ACM SIGKDD Conference on Knowledge Discovery and Data Mining) | August 2011
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Surviving Wi-Fi Interference in Low Power ZigBee Networks
Chieh-Jan Mike Liang, Bodhi Priyantha, Jie Liu, Andreas Terzis
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2010
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Design and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless
Prabal Dutta, Stephen Dawson-Haggerty, Yin Chen, Chieh-Jan Mike Liang, Andreas Terzis
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2010
(1) Best Paper. (2) Test of Time
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Rethinking Multi-Channel Protocols in Wireless Sensor Networks
Chieh-Jan Mike Liang, Andreas Terzis
HotEmNets (ACM Workshop on Hot Topics in Embedded Networked Sensors) | June 2010
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Wireless Sensor Networks for Soil Science
Andreas Terzis, Răzvan Musăloiu-E., Joshua Cogan, Katalin Szlavecz, Alexander Szalay, Jim Gray, Stuart Ozer, Chieh-Jan Mike Liang, Jayant Gupchup, Randal Burns
IJSNet (International Journal of Sensor Networks) | February 2010, 巻7
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RACNet: A High-Fidelity Data Center Sensing Network
Chieh-Jan Mike Liang, Jie Liu, Liqian Luo, Andreas Terzis, Feng Zhao
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2009
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TOSThreads: Thread-Safe and Non-Invasive Preemption in TinyOS
Kevin Klues, Chieh-Jan Mike Liang, Jeongyeup Paek, Răzvan Musăloiu-E., Philip Levis, Andreas Terzis, Ramesh Govindan
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2009
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Project Genome: Wireless Sensor Network for Data Center Cooling
Jie Liu, Feng Zhao, Jeff O'Reilly, Amaya Souarez, Michael Manos, Chieh-Jan Mike Liang, Andreas Tersiz
The Architecture Journal | December 2008
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Towards Discovering Data Center Genome Using Sensor Nets
Jie Liu, Bodhi Priyantha, Feng Zhao, Chieh-Jan Mike Liang, Qiang Wang, Sean James
HotEmNets (ACM Workshop on Hot Topics in Embedded Networked Sensors) | June 2008
-
Koala: Ultra-Low Power Data Retrieval in Wireless Sensor Networks
Razvan Musaloiu-E, Chieh-Jan Mike Liang, Andreas Terzis
IPSN (International Conference on Information Processing in Sensor Networks) | April 2008
-
Typhoon: A Reliable Data Dissemination Protocol for Wireless Sensor Networks
Chieh-Jan Mike Liang, Andreas Terzis, Răzvan Musăloiu-E.
EWSN (European Conference on Wireless Sensor Networks) | January 2008
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-
-
From Models to Operators: Rethinking Autoscaling Granularity for Large Generative Models
Xingqi Cui, Chieh-Jan Mike Liang, Jiarong Xing, Haoran Qiu
November 2025
-
Algorithm Generation via Creative Ideation
Ruiying Ma, Chieh-Jan Mike Liang, Yanjie Gao, Francis Y. Yan
October 2025
-
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
-
-
-
From Models to Operators: Rethinking Autoscaling Granularity for Large Generative Models
Xingqi Cui, Chieh-Jan Mike Liang, Jiarong Xing, Haoran Qiu
November 2025
-
Algorithm Generation via Creative Ideation
Ruiying Ma, Chieh-Jan Mike Liang, Yanjie Gao, Francis Y. Yan
October 2025
-
The Next Horizon of System Intelligence
Chieh-Jan Mike Liang, Haoran Qiu, Francis Y. Yan, Tianyin Xu, Lidong Zhou
September 2025
-
DEX: Scalable Range Indexing on Disaggregated Memory
Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
VLDB (International Conference on Very Large Data Bases) | August 2024
-
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
-
On Modular Learning of Distributed Systems for Predicting End-to-End Latency
Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2023
-
The Case for Learning Machine Language
Guangda Liu, Chieh-Jan Mike Liang, Shijie Cao, Shuai Lu, Leendert van Doorn
ML for Systems at NeurIPS | December 2022
-
Wireless Sensor Network for in situ Soil Moisture Monitoring
Jianing Fang, Chuheng Hu, Nour Smaoui, Doug Carlson, Jayant Gupchup, Razvan Musaloiu-E., Chieh-Jan Mike Liang, Marcus Chang, Omprakash Gnawali, Tamas Budavari, Andreas Terzis, Katalin Szlavecz, Alexander S. Szalay
SENSORNETS | February 2021
Best Paper
-
AutoSys: The Design and Operation of Learning-Augmented Systems
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
ATC (USENIX Annual Technical Conference) | July 2020
-
Accelerating Rule-matching Systems with Learned Rankers
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2019
-
The Case for Learning-and-System Co-design
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou
ACM SIGOPS Operating Systems Review | July 2019, 巻53(1): pp. 68-74
-
Low-Cost and Robust Geographic Opportunistic Routing in a Strip Topology Wireless Network
Chen Liu, Dingyi Fang, Xinyan Liu, Dan Xu, Xiaojiang Chen, Chieh-Jan Mike Liang, Baoying Liu, Zhanyong Tang
TOSN (ACM Transactions on Sensor Networks) | April 2019
-
Metis: Robustly Optimizing Tail Latencies of Cloud Systems
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2018
-
Systematically Ensuring The Confidence of Real Time Home Automation IoT Systems
Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Shan Lin, Dongmei Zhang, Xuandong Li
TCPS (ACM Transactions on Cyber-Physical Systems) | June 2018
-
Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis
Li Lyna Zhang, Chieh-Jan Mike Liang, Zhao Lucis Li, Yunxin Liu, Feng Zhao, Enhong Chen
TMC (IEEE Transactions on Mobile Computing) | February 2018, 巻17: pp. 279-292
-
Systematically Testing Background Services of Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Yunxin Liu, Enhong Chen
ASE (International Conference on Automated Software Engineering) | October 2017
-
TennisMaster: An IMU-based Online Serve Performance Evaluation System
Disheng Yang, Jian Tang, Yang Huang, Chao Xu, Jinyang Li, Liang Hu, Jiao Zhang, Guobin Shen, Chieh-Jan Mike Liang, Hengchang Liu
AH (Augmented Human) | March 2017
Best Paper
-
Towards A Contextual and Scalable Automated-testing Service for Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Wei Zhang, Enhong Chen
HotMobile | February 2017
-
Systematically Debugging IoT Control System Correctness for Building Automation
Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016
-
Memory-Centric Data Storage for Mobile Systems
Jinglei Ren, Chieh-Jan Mike Liang, Yongwei Wu, Thomas Moscibroda
ATC (USENIX Annual Technical Conference) | July 2015
-
SIFT: Building an Internet of Safe Things
Chieh-Jan Mike Liang, Börje F. Karlsson, Nicholas D. Lane, Feng Zhao, Junbei Zhang, Zheyi Pan, Zhao Lucis Li, Yong Yu
IPSN (International Conference on Information Processing in Sensor Networks) | April 2015
-
How to Smash the Next Billion Mobile App Bugs?
Ranveer Chandra, Börje F. Karlsson, Nicholas D. Lane, Chieh-Jan Mike Liang, Suman Nath, Jitu Padhye, Lenin Ravindranath Sivalingam, Feng Zhao
ACM GetMobile: Mobile Computing and Communications | January 2015, 巻19(1)
-
RushNet: Practical Traffic Prioritization for Saturated Wireless Sensor Networks
Chieh-Jan Mike Liang, Kaifei Chen, Bodhi Priyantha, Jie Liu, Feng Zhao
SenSys (Conference on Embedded Networked Sensor Systems) | November 2014
-
A Feasibility Study and Development Framework Design for Realizing Smartphone-based Vehicular Networking Systems
Yongtae Park, Jihun Ha, Seungho Kuk, Hyogon Kim, Chieh-Jan Mike Liang, JeongGil Ko
TMC (IEEE Transactions on Mobile Computing) | November 2014, 巻99
-
Caiipa: Automated Large-scale Mobile App Testing through Contextual Fuzzing
Chieh-Jan Mike Liang, Nicholas D. Lane, Niels Brouwers, Li Lyna Zhang, Börje F. Karlsson, Hao Liu, Yan Liu, Jun Tang, Xiang Shan, Ranveer Chandra, Feng Zhao
MobiCom (International Conference on Mobile Computing and Networking) | September 2014
-
Low-Power and Topology-Free Data Transfer Protocol with Synchronous Packet Transmissions
Jongsoo Jeong, Jongjun Park, Hoon Jeong, JongArm Jun, Chieh-Jan Mike Liang, JeongGil Ko
SECON (Internation Conference on Sensing, Communication, and Networking) | July 2014
-
Improving the Packet Delivery Performance for Concurrent Packet Transmissions in WSNs
Jongjun Park, Jongsoo Jeong, Hoon Jeong, Chieh-Jan Mike Liang, JeongGil Ko
IEEE Communications Letters | December 2013, 巻18
-
Crossroads: A Framework for Developing Proximity-based Social Interactions
Chieh-Jan Mike Liang, Haozhun Jin, Yang Yang, Li Lyna Zhang, Feng Zhao
Mobiquitous (International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services) | December 2013
-
Reducing Energy Waste for Computers by Human-in-the-Loop Control
Sirajum Munir, John A. Stankovic, Chieh-Jan Mike Liang, Shan Lin
TETC (IEEE Transactions on Emerging Topics in Computing) | September 2013, 巻2(4)
-
New Cyber Physical System Challenges for Human-in-the-Loop Control
Sirajum Munir, John A. Stankovic, Chieh-Jan Mike Liang, Shan Lin
Feedback Computing (International Workshop on Feedback Computing) | June 2013
-
Accurate Real-Time Occupant Energy-Footprinting in Commercial Buildings
Yun Cheng, Kaifei Chen, Ben Zhang, Chieh-Jan Mike Liang, Xiaofan Jiang, Feng Zhao
BuildSys (ACM Workshop On Embedded Systems For Energy-Efficient Buildings) | November 2012
-
A-MAC: A Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless
Prabal Dutta, Stephen Dawson-Haggerty, Yin Chen, Chieh-Jan Mike Liang, Andreas Terzis
TOSN (ACM Transactions on Sensor Networks) | September 2012, 巻8
-
Design and Evaluation of a Wireless Magnetic-based Proximity Detection Platform for Indoor Applications
Xiaofan (Fred) Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao
IPSN (International Conference on Information Processing in Sensor Networks) | April 2012
Best Demo
-
ThermoCast: A Cyber-Physical Forecasting Model for Data Centers
Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos
KDD (ACM SIGKDD Conference on Knowledge Discovery and Data Mining) | August 2011
-
Surviving Wi-Fi Interference in Low Power ZigBee Networks
Chieh-Jan Mike Liang, Bodhi Priyantha, Jie Liu, Andreas Terzis
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2010
-
Design and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless
Prabal Dutta, Stephen Dawson-Haggerty, Yin Chen, Chieh-Jan Mike Liang, Andreas Terzis
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2010
(1) Best Paper. (2) Test of Time
-
Rethinking Multi-Channel Protocols in Wireless Sensor Networks
Chieh-Jan Mike Liang, Andreas Terzis
HotEmNets (ACM Workshop on Hot Topics in Embedded Networked Sensors) | June 2010
-
Wireless Sensor Networks for Soil Science
Andreas Terzis, Răzvan Musăloiu-E., Joshua Cogan, Katalin Szlavecz, Alexander Szalay, Jim Gray, Stuart Ozer, Chieh-Jan Mike Liang, Jayant Gupchup, Randal Burns
IJSNet (International Journal of Sensor Networks) | February 2010, 巻7
-
RACNet: A High-Fidelity Data Center Sensing Network
Chieh-Jan Mike Liang, Jie Liu, Liqian Luo, Andreas Terzis, Feng Zhao
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2009
-
TOSThreads: Thread-Safe and Non-Invasive Preemption in TinyOS
Kevin Klues, Chieh-Jan Mike Liang, Jeongyeup Paek, Răzvan Musăloiu-E., Philip Levis, Andreas Terzis, Ramesh Govindan
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2009
-
Towards Discovering Data Center Genome Using Sensor Nets
Jie Liu, Bodhi Priyantha, Feng Zhao, Chieh-Jan Mike Liang, Qiang Wang, Sean James
HotEmNets (ACM Workshop on Hot Topics in Embedded Networked Sensors) | June 2008
-
Koala: Ultra-Low Power Data Retrieval in Wireless Sensor Networks
Razvan Musaloiu-E, Chieh-Jan Mike Liang, Andreas Terzis
IPSN (International Conference on Information Processing in Sensor Networks) | April 2008
-
Typhoon: A Reliable Data Dissemination Protocol for Wireless Sensor Networks
Chieh-Jan Mike Liang, Andreas Terzis, Răzvan Musăloiu-E.
EWSN (European Conference on Wireless Sensor Networks) | January 2008
-
-
-
Design and Evaluation of a Wireless Magnetic-based Proximity Detection Platform for Indoor Applications
Xiaofan (Fred) Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao
IPSN (International Conference on Information Processing in Sensor Networks) | April 2012
Best Demo
-
-
-
Design and Evaluation of a Wireless Magnetic-based Proximity Detection Platform for Indoor Applications
Xiaofan (Fred) Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao
IPSN (International Conference on Information Processing in Sensor Networks) | April 2012
Best Demo
-
-
-
Project Genome: Wireless Sensor Network for Data Center Cooling
Jie Liu, Feng Zhao, Jeff O'Reilly, Amaya Souarez, Michael Manos, Chieh-Jan Mike Liang, Andreas Tersiz
The Architecture Journal | December 2008
-
-
-
From Models to Operators: Rethinking Autoscaling Granularity for Large Generative Models
Xingqi Cui, Chieh-Jan Mike Liang, Jiarong Xing, Haoran Qiu
November 2025
-
Algorithm Generation via Creative Ideation
Ruiying Ma, Chieh-Jan Mike Liang, Yanjie Gao, Francis Y. Yan
October 2025
-
The Next Horizon of System Intelligence
Chieh-Jan Mike Liang, Haoran Qiu, Francis Y. Yan, Tianyin Xu, Lidong Zhou
September 2025
-
-
-
DEX: Scalable Range Indexing on Disaggregated Memory
Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
VLDB (International Conference on Very Large Data Bases) | August 2024
-
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
-
On Modular Learning of Distributed Systems for Predicting End-to-End Latency
Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2023
-
The Case for Learning Machine Language
Guangda Liu, Chieh-Jan Mike Liang, Shijie Cao, Shuai Lu, Leendert van Doorn
ML for Systems at NeurIPS | December 2022
-
Wireless Sensor Network for in situ Soil Moisture Monitoring
Jianing Fang, Chuheng Hu, Nour Smaoui, Doug Carlson, Jayant Gupchup, Razvan Musaloiu-E., Chieh-Jan Mike Liang, Marcus Chang, Omprakash Gnawali, Tamas Budavari, Andreas Terzis, Katalin Szlavecz, Alexander S. Szalay
SENSORNETS | February 2021
Best Paper
-
AutoSys: The Design and Operation of Learning-Augmented Systems
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
ATC (USENIX Annual Technical Conference) | July 2020
-
Accelerating Rule-matching Systems with Learned Rankers
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2019
-
Metis: Robustly Optimizing Tail Latencies of Cloud Systems
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2018
-
Systematically Testing Background Services of Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Yunxin Liu, Enhong Chen
ASE (International Conference on Automated Software Engineering) | October 2017
-
TennisMaster: An IMU-based Online Serve Performance Evaluation System
Disheng Yang, Jian Tang, Yang Huang, Chao Xu, Jinyang Li, Liang Hu, Jiao Zhang, Guobin Shen, Chieh-Jan Mike Liang, Hengchang Liu
AH (Augmented Human) | March 2017
Best Paper
-
Towards A Contextual and Scalable Automated-testing Service for Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Wei Zhang, Enhong Chen
HotMobile | February 2017
-
Systematically Debugging IoT Control System Correctness for Building Automation
Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016
-
Memory-Centric Data Storage for Mobile Systems
Jinglei Ren, Chieh-Jan Mike Liang, Yongwei Wu, Thomas Moscibroda
ATC (USENIX Annual Technical Conference) | July 2015
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SIFT: Building an Internet of Safe Things
Chieh-Jan Mike Liang, Börje F. Karlsson, Nicholas D. Lane, Feng Zhao, Junbei Zhang, Zheyi Pan, Zhao Lucis Li, Yong Yu
IPSN (International Conference on Information Processing in Sensor Networks) | April 2015
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RushNet: Practical Traffic Prioritization for Saturated Wireless Sensor Networks
Chieh-Jan Mike Liang, Kaifei Chen, Bodhi Priyantha, Jie Liu, Feng Zhao
SenSys (Conference on Embedded Networked Sensor Systems) | November 2014
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Caiipa: Automated Large-scale Mobile App Testing through Contextual Fuzzing
Chieh-Jan Mike Liang, Nicholas D. Lane, Niels Brouwers, Li Lyna Zhang, Börje F. Karlsson, Hao Liu, Yan Liu, Jun Tang, Xiang Shan, Ranveer Chandra, Feng Zhao
MobiCom (International Conference on Mobile Computing and Networking) | September 2014
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Low-Power and Topology-Free Data Transfer Protocol with Synchronous Packet Transmissions
Jongsoo Jeong, Jongjun Park, Hoon Jeong, JongArm Jun, Chieh-Jan Mike Liang, JeongGil Ko
SECON (Internation Conference on Sensing, Communication, and Networking) | July 2014
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Crossroads: A Framework for Developing Proximity-based Social Interactions
Chieh-Jan Mike Liang, Haozhun Jin, Yang Yang, Li Lyna Zhang, Feng Zhao
Mobiquitous (International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services) | December 2013
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New Cyber Physical System Challenges for Human-in-the-Loop Control
Sirajum Munir, John A. Stankovic, Chieh-Jan Mike Liang, Shan Lin
Feedback Computing (International Workshop on Feedback Computing) | June 2013
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Accurate Real-Time Occupant Energy-Footprinting in Commercial Buildings
Yun Cheng, Kaifei Chen, Ben Zhang, Chieh-Jan Mike Liang, Xiaofan Jiang, Feng Zhao
BuildSys (ACM Workshop On Embedded Systems For Energy-Efficient Buildings) | November 2012
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Design and Evaluation of a Wireless Magnetic-based Proximity Detection Platform for Indoor Applications
Xiaofan (Fred) Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu, Jie Liu, Bin Cao, Feng Zhao
IPSN (International Conference on Information Processing in Sensor Networks) | April 2012
Best Demo
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ThermoCast: A Cyber-Physical Forecasting Model for Data Centers
Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos
KDD (ACM SIGKDD Conference on Knowledge Discovery and Data Mining) | August 2011
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Surviving Wi-Fi Interference in Low Power ZigBee Networks
Chieh-Jan Mike Liang, Bodhi Priyantha, Jie Liu, Andreas Terzis
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2010
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Design and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless
Prabal Dutta, Stephen Dawson-Haggerty, Yin Chen, Chieh-Jan Mike Liang, Andreas Terzis
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2010
(1) Best Paper. (2) Test of Time
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Rethinking Multi-Channel Protocols in Wireless Sensor Networks
Chieh-Jan Mike Liang, Andreas Terzis
HotEmNets (ACM Workshop on Hot Topics in Embedded Networked Sensors) | June 2010
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RACNet: A High-Fidelity Data Center Sensing Network
Chieh-Jan Mike Liang, Jie Liu, Liqian Luo, Andreas Terzis, Feng Zhao
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2009
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TOSThreads: Thread-Safe and Non-Invasive Preemption in TinyOS
Kevin Klues, Chieh-Jan Mike Liang, Jeongyeup Paek, Răzvan Musăloiu-E., Philip Levis, Andreas Terzis, Ramesh Govindan
SenSys (ACM Conference on Embedded Network Sensor Systems) | November 2009
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Towards Discovering Data Center Genome Using Sensor Nets
Jie Liu, Bodhi Priyantha, Feng Zhao, Chieh-Jan Mike Liang, Qiang Wang, Sean James
HotEmNets (ACM Workshop on Hot Topics in Embedded Networked Sensors) | June 2008
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Koala: Ultra-Low Power Data Retrieval in Wireless Sensor Networks
Razvan Musaloiu-E, Chieh-Jan Mike Liang, Andreas Terzis
IPSN (International Conference on Information Processing in Sensor Networks) | April 2008
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Typhoon: A Reliable Data Dissemination Protocol for Wireless Sensor Networks
Chieh-Jan Mike Liang, Andreas Terzis, Răzvan Musăloiu-E.
EWSN (European Conference on Wireless Sensor Networks) | January 2008
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The Case for Learning-and-System Co-design
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou
ACM SIGOPS Operating Systems Review | July 2019, 巻53(1): pp. 68-74
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Low-Cost and Robust Geographic Opportunistic Routing in a Strip Topology Wireless Network
Chen Liu, Dingyi Fang, Xinyan Liu, Dan Xu, Xiaojiang Chen, Chieh-Jan Mike Liang, Baoying Liu, Zhanyong Tang
TOSN (ACM Transactions on Sensor Networks) | April 2019
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Systematically Ensuring The Confidence of Real Time Home Automation IoT Systems
Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Shan Lin, Dongmei Zhang, Xuandong Li
TCPS (ACM Transactions on Cyber-Physical Systems) | June 2018
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Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis
Li Lyna Zhang, Chieh-Jan Mike Liang, Zhao Lucis Li, Yunxin Liu, Feng Zhao, Enhong Chen
TMC (IEEE Transactions on Mobile Computing) | February 2018, 巻17: pp. 279-292
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How to Smash the Next Billion Mobile App Bugs?
Ranveer Chandra, Börje F. Karlsson, Nicholas D. Lane, Chieh-Jan Mike Liang, Suman Nath, Jitu Padhye, Lenin Ravindranath Sivalingam, Feng Zhao
ACM GetMobile: Mobile Computing and Communications | January 2015, 巻19(1)
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A Feasibility Study and Development Framework Design for Realizing Smartphone-based Vehicular Networking Systems
Yongtae Park, Jihun Ha, Seungho Kuk, Hyogon Kim, Chieh-Jan Mike Liang, JeongGil Ko
TMC (IEEE Transactions on Mobile Computing) | November 2014, 巻99
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Improving the Packet Delivery Performance for Concurrent Packet Transmissions in WSNs
Jongjun Park, Jongsoo Jeong, Hoon Jeong, Chieh-Jan Mike Liang, JeongGil Ko
IEEE Communications Letters | December 2013, 巻18
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Reducing Energy Waste for Computers by Human-in-the-Loop Control
Sirajum Munir, John A. Stankovic, Chieh-Jan Mike Liang, Shan Lin
TETC (IEEE Transactions on Emerging Topics in Computing) | September 2013, 巻2(4)
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A-MAC: A Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless
Prabal Dutta, Stephen Dawson-Haggerty, Yin Chen, Chieh-Jan Mike Liang, Andreas Terzis
TOSN (ACM Transactions on Sensor Networks) | September 2012, 巻8
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Wireless Sensor Networks for Soil Science
Andreas Terzis, Răzvan Musăloiu-E., Joshua Cogan, Katalin Szlavecz, Alexander Szalay, Jim Gray, Stuart Ozer, Chieh-Jan Mike Liang, Jayant Gupchup, Randal Burns
IJSNet (International Journal of Sensor Networks) | February 2010, 巻7
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Project Genome: Wireless Sensor Network for Data Center Cooling
Jie Liu, Feng Zhao, Jeff O'Reilly, Amaya Souarez, Michael Manos, Chieh-Jan Mike Liang, Andreas Tersiz
The Architecture Journal | December 2008
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