Online control optimization using load driven scheduling. - Lui Sha; Xue Liu 001; Marco Caccamo; Giorgio C. Buttazzo (CDC, 2000)

Queueing Model Based Network Server Performance Control. - Lui Sha; Xue Liu 001 (RTSS, 2002)

Online Response Time Optimization of Apache Web Server. - Xue Liu 001; Lui Sha; Yixin Diao; Steve Froehlich; Joseph L. Hellerstein; Sujay S. Parekh (IWQoS, 2003)

Feedback Control with Queueing-Theoretic Prediction for Relative Delay Guarantees in Web Servers. - Ying Lu 002; Tarek F. Abdelzaher; Chenyang Lu 001; Lui Sha; Xue Liu 001 (IEEE Real Time Technology and Applications Symposium, 2003)

Optimal QoS Sampling Frequency Assignment for Real-Time Wireless Sensor Networks. - Xue Liu 001; Qixin Wang; Lui Sha; Wenbo He (RTSS, 2003)

On the Scheduling of Flexible and Reliable Real-Time Control Systems. - Ramesh Chandra; Xue Liu 001; Lui Sha (Real Time Syst., 2003)

Lightning: A Fast and Lightweight Acoustic Localization Protocol Using Low-End Wireless Micro-Sensors. - Qixin Wang; Rong Zheng 001; Ajay Tirumala; Xue Liu 001; Lui Sha (RTSS, 2004)

Timing Performance Control in Web Server Systems Utilizing Server Internal State Information. - Xue Liu 001; Rong Zheng 001; Jin Heo; Qixin Wang; Lui Sha (ICAS/ICNS, 2005)

Modeling 3-Tiered Web Applications. - Xue Liu 001; Jin Heo; Lui Sha (MASCOTS, 2005)

A Feedback Control Scheme for Resource Allocation in Wireless Multi-hop Ad Hoc Networks. - Wenbo He; Xue Liu 001; Klara Nahrstedt (MobiQuitous, 2005)

Building Robust Wireless LAN for Industrial Control with DSSS-CDMA Cellphone Network Paradigm. - Qixin Wang; Xue Liu 001; Weiqun Chen; Wenbo He; Marco Caccamo (RTSS, 2005)

Improved timing control for web server systems using internal state information. - Xue Liu 001; Rong Zheng 001; Jin Heo; Lui Sha (WWW (Special interest tracks and posters), 2005)

Adaptive Control of Multi-Tiered Web Applications Using Queueing Predictor. - Xue Liu 001; Jin Heo; Lui Sha; Xiaoyun Zhu (NOMS, 2006)

On Non-Utilization Bounds for Arbitrary Fixed Priority Policies. - Xue Liu 001; Tarek F. Abdelzaher (IEEE Real Time Technology and Applications Symposium, 2006)

I-Living: An Open System Architecture for Assisted Living. - Qixin Wang; Wook Shin; Xue Liu 001; Zheng Zeng 001; Cham Oh; Bedoor K. AlShebli; Marco Caccamo; Carl A. Gunter; Elsa L. Gunter; Jennifer C. Hou; Karrie Karahalios; Lui Sha (SMC, 2006)

Feedback fault tolerance of real-time embedded systems: issues and possible solutions. - Xue Liu 001; Hui Ding; Kihwal Lee; Lui Sha; Marco Caccamo (SIGBED Rev., 2006)

Optimal real-time sampling rate assignment for wireless sensor networks. - Xue Liu 001; Qixin Wang; Wenbo He; Marco Caccamo; Lui Sha (ACM Trans. Sens. Networks, 2006)

Feedback Based Performance Management and Fault Tolerance for Networked and Embedded Computing Systems - Xue Liu 001 (2006)

Active queue management design using discrete-event control. - Xue Liu 001; Wenbo He (CDC, 2007)

On Dominating Set Allocation Policies in Real-Time Wide-Area Distributed Systems. - Chengdu Huang; Tarek F. Abdelzaher; Xue Liu 001 (ECRTS, 2007)

PDA: Privacy-Preserving Data Aggregation in Wireless Sensor Networks. - Wenbo He; Xue Liu 001; Hoang Nguyen; Klara Nahrstedt; Tarek F. Abdelzaher (INFOCOM, 2007)

Integrating Adaptive Components: An Emerging Challenge in Performance-Adaptive Systems and a Server Farm Case-Study. - Jin Heo; Dan Henriksson; Xue Liu 001; Tarek F. Abdelzaher (RTSS, 2007)

GD-Aggregate: A WAN Virtual Topology Building Tool for Hard Real-Time and Embedded Applications. - Qixin Wang; Xue Liu 001; Jennifer C. Hou; Lui Sha (RTSS, 2007)

Dynamic Voltage Scaling in Multitier Web Servers with End-to-End Delay Control. - Tibor Horvath; Tarek F. Abdelzaher; Kevin Skadron; Xue Liu 001 (IEEE Trans. Computers, 2007)

Building Robust Wireless LAN for Industrial Control with the DSSS-CDMA Cell Phone Network Paradigm. - Qixin Wang; Xue Liu 001; Weiqun Chen; Lui Sha; Marco Caccamo (IEEE Trans. Mob. Comput., 2007)

Online adaptive utilization control for real-time embedded multiprocessor systems. - Jianguo Yao; Xue Liu 001; Mingxuan Yuan; Zonghua Gu 001 (CODES+ISSS, 2008)

FIT: A Flexible, LIght-Weight, and Real-Time Scheduling System for Wireless Sensor Platforms. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Kougen Zheng; Rui Chu; Jiajun Bu (DCOSS, 2008)

ORTEGA: An Efficient and Flexible Software Fault Tolerance Architecture for Real-Time Control Systems. - Xue Liu 001; Hui Ding; Kihwal Lee; Qixin Wang; Lui Sha (ECRTS, 2008)

Improving BitTorrent Traffic Performance by Exploiting Geographic Locality. - Chen Tian 001; Xue Liu 001; Hongbo Jiang 001; Wenyu Liu 001; Yi Wang 049 (GLOBECOM, 2008)

A Certificateless Signature Scheme for Mobile Wireless Cyber-Physical Systems. - Zhong Xu; Xue Liu 001; Guoqing Zhang; Wenbo He; Guanzhong Dai; Weihuan Shu (ICDCS Workshops, 2008)

Towards Minimum Traffic Cost and Minimum Response Latency: A Novel Dynamic Query Protocol in Unstructured P2P Networks. - Chen Tian 001; Hongbo Jiang 001; Xue Liu 001; Wenyu Liu 001; Yi Wang 049 (ICPP, 2008)

Fuzzy trust recommendation based on collaborative filtering for mobile ad-hoc networks. - Junhai Luo; Xue Liu 001; Yi Zhang 001; Danxia Ye; Zhong Xu (LCN, 2008)

A Switch Design for Real-Time Industrial Networks. - Qixin Wang; Sathish Gopalakrishnan; Xue Liu 001; Lui Sha (IEEE Real-Time and Embedded Technology and Applications Symposium, 2008)

Efficient SAT-Based Mapping and Scheduling of Homogeneous Synchronous Dataflow Graphs for Throughput Optimization. - Weichen Liu; Mingxuan Yuan; Xiuqiang He 001; Zonghua Gu 001; Xue Liu 001 (RTSS, 2008)

Optimal Sampling Rate Assignment with Dynamic Route Selection for Real-Time Wireless Sensor Networks. - Weihuan Shu; Xue Liu 001; Zonghua Gu 001; Sathish Gopalakrishnan (RTSS, 2008)

Safety assurance for archeologists using sensor network. - Shan Chang; Qingxi Li; Yong Qi; Jizhong Zhao; Yuan He 004; Xue Liu 001 (SenSys, 2008)

An efficient event detection scheme for wireless sensor networks. - Jing Yuan 002; Xue Liu 001; Guihai Chen (SenSys, 2008)

Toward ubiquitous Video-based Cyber-Physical Systems. - Guoliang Xing; Weijia Jia 001; Yufei Du; Posco Tso; Mo Sha 001; Xue Liu 001 (SMC, 2008)

Cyber-Physical Systems: A New Frontier. - Lui Sha; Sathish Gopalakrishnan; Xue Liu 001; Qixin Wang (SUTC, 2008)

Personalized interactive faceted search. - Jonathan Koren; Yi Zhang 001; Xue Liu 001 (WWW, 2008)

Research on multicast routing protocols for mobile ad-hoc networks. - Junhai Luo; Xue Liu 001; Danxia Ye (Comput. Networks, 2008)

McCLS: Certificateless Signature Scheme for Emergency Mobile Wireless Cyber-Physical Systems. - Zhong Xu; Xue Liu 001; Guoqing Zhang; Wenbo He (Int. J. Comput. Commun. Control, 2008)

ORTEGA: An Efficient and Flexible Online Fault Tolerance Architecture for Real-Time Control Systems. - Xue Liu 001; Qixin Wang; Sathish Gopalakrishnan; Wenbo He; Lui Sha; Hui Ding; Kihwal Lee (IEEE Trans. Ind. Informatics, 2008)

Lightning: A Hard Real-Time, Fast, and Lightweight Low-End Wireless Sensor Election Protocol for Acoustic Event Localization. - Qixin Wang; Rong Zheng 001; Ajay Tirumala; Xue Liu 001; Lui Sha (IEEE Trans. Mob. Comput., 2008)

Queueing-Model-Based Adaptive Control of Multi-Tiered Web Applications. - Xue Liu 001; Jin Heo; Lui Sha; Xiaoyun Zhu (IEEE Trans. Netw. Serv. Manag., 2008)

End-to-end delay control of multimedia applications over multihop wireless links. - Wenbo He; Klara Nahrstedt; Xue Liu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2008)

Asymptotically stable adaptive critic design for uncertain nonlinear systems. - Jianguo Yao; Xue Liu 001; Xiaoping Zhu (ACC, 2009)

Reduced dimension control based on online recursive principal component analysis. - Jianguo Yao; Xue Liu 001; Xiaoyun Zhu (ACC, 2009)

Performance of Bulk Data Dissemination in Wireless Sensor Networks. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Jiajun Bu; Yunhao Liu 001 (DCOSS, 2009)

Density-Varying High-End Sensor Placement in Heterogeneous Wireless Sensor Networks. - Xiaojiang Du; Xue Liu 001; Yang Xiao 001 (ICC, 2009)

Tri-Message: A Lightweight Time Synchronization Protocol for High Latency and Resource-Constrained Networks. - Chen Tian 001; Hongbo Jiang 001; Xue Liu 001; Xinbing Wang; Wenyu Liu 001; Yi Wang 049 (ICC, 2009)

EUL: An Efficient and Universal Localization Method for Wireless Sensor Network. - Wei Xi; Jizhong Zhao; Xue Liu 001; Xiang-Yang Li 001; Yong Qi (ICDCS, 2009)

A Cluster-Based Protocol to Enforce Integrity and Preserve Privacy in Data Aggregation. - Wenbo He; Xue Liu 001; Hoang Nguyen; Klara Nahrstedt (ICDCS Workshops, 2009)

Challenges Towards Elastic Power Management in Internet Data Centers. - Jie Liu 001; Feng Zhao 001; Xue Liu 001; Wenbo He (ICDCS Workshops, 2009)

Contour-cast: Location-free Data Dissemination and Discovery for Wireless Sensor Networks. - Zhigang Li; Nong Xiao; Yunhao Liu 001; Xue Liu 001 (ICPADS, 2009)

CASE: Connectivity-Based Skeleton Extraction in Wireless Sensor Networks. - Hongbo Jiang 001; Wenping Liu 001; Dan Wang 002; Chen Tian 001; Xiang Bai; Xue Liu 001; Ying Wu 001; Wenyu Liu 001 (INFOCOM, 2009)

BDP: A Bloom Filters Based Dissemination Protocol in Wireless Sensor Networks. - Tao Chen 013; Deke Guo; Xue Liu 001; Honghui Chen; Xueshan Luo; Junxian Liu (MASS, 2009)

Dynamic Linking and Loading in Networked Embedded Systems. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Jiajun Bu; Yunhao Liu 001 (MASS, 2009)

Joint Optimization of System Lifetime and Network Performance for Real-Time Wireless Sensor Networks. - Lei Rao; Xue Liu 001; Jian-Jia Chen; Wenyu Liu 001 (QSHINE, 2009)

Power-Aware CPU Utilization Control for Distributed Real-Time Systems. - Xiaorui Wang; Xing Fu; Xue Liu 001; Zonghua Gu 001 (IEEE Real-Time and Embedded Technology and Applications Symposium, 2009)

A trust model based on fuzzy recommendation for mobile ad-hoc networks. - Junhai Luo; Xue Liu 001; Mingyu Fan (Comput. Networks, 2009)

A Survey of Multicast Routing Protocols for Mobile Ad-Hoc Networks. - Junhai Luo; Danxia Ye; Xue Liu 001; Mingyu Fan (IEEE Commun. Surv. Tutorials, 2009)

Online energy-saving algorithm for sensor networks in dynamic changing environments. - Meikang Qiu; Min Chen 003; Meiqin Liu 001; Shaobo Liu; Jiayin Li; Xue Liu 001; Yongxin Zhu 001 (J. Embed. Comput., 2009)

Online decentralized adaptive optimal controller design of CPU utilization for Distributed Real-Time Embedded systems. - Jianguo Yao; Xue Liu 001; Xi Chen 009; Xiaorui Wang; Jian Li 021 (ACC, 2010)

Power Saving Design for Servers under Response Time Constraint. - Shengquan Wang; Jian-Jia Chen; Jun Liu; Xue Liu 001 (ECRTS, 2010)

MEC-IDC: joint load balancing and power control for distributed Internet Data Centers. - Lei Rao; Xue Liu 001; Marija D. Ilic; Jie Liu 001 (ICCPS, 2010)

Reliability Calculus: A Theoretical Framework to Analyze Communication Reliability. - Wenbo He; Xue Liu 001; Long Zheng; Hao Yang (ICDCS, 2010)

Power Management in Heterogeneous Multi-tier Web Clusters. - Peijian Wang; Yong Qi; Xue Liu 001; Ying Chen 004; Xiao Zhong (ICPP, 2010)

DPLC: Dynamic Packet Length Control in Wireless Sensor Networks. - Wei Dong 001; Xue Liu 001; Chun Chen 001; Yuan He 004; Gong Chen; Yunhao Liu 001; Jiajun Bu (INFOCOM, 2010)

Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment. - Lei Rao; Xue Liu 001; Le Xie 001; Wenyu Liu 001 (INFOCOM, 2010)

Adaptive Calibration for Fusion-based Wireless Sensor Networks. - Rui Tan 001; Guoliang Xing; Xue Liu 001; Jianguo Yao; Zhaohui Yuan (INFOCOM, 2010)

ARBOR: Hang Together Rather Than Hang Separately in 802.11 WiFi Networks. - Xinyu Xing 001; Shivakant Mishra; Xue Liu 001 (INFOCOM, 2010)

System-Level Calibration for Fusion-Based Wireless Sensor Networks. - Rui Tan 001; Guoliang Xing; Zhaohui Yuan; Xue Liu 001; Jianguo Yao (RTSS, 2010)

Providing OS Support for Wireless Sensor Networks: Challenges and Approaches. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Jiajun Bu (IEEE Commun. Surv. Tutorials, 2010)

Intrusions into Privacy in Video Chat Environments: Attacks and Countermeasures - Xinyu Xing 001; Jianxun Dang; Richard Han 001; Xue Liu 001; Shivakant Mishra (CoRR, 2010)

Online adaptive utilization control for real-time embedded multiprocessor systems. - Jianguo Yao; Xue Liu 001; Zonghua Gu 001; Xiaorui Wang; Jian Li 021 (J. Syst. Archit., 2010)

PAUC: Power-Aware Utilization Control in Distributed Real-Time Systems. - Xiaorui Wang; Xing Fu; Xue Liu 001; Zonghua Gu 001 (IEEE Trans. Ind. Informatics, 2010)

Hardware/software partitioning and pipelined scheduling on runtime reconfigurable FPGAs. - Mingxuan Yuan; Zonghua Gu 001; Xiuqiang He 001; Xue Liu 001; Lei Jiang 001 (ACM Trans. Design Autom. Electr. Syst., 2010)

FIT: A Flexible, Lightweight, and Real-Time Scheduling System for Wireless Sensor Platforms. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Kougen Zheng; Rui Chu; Jiajun Bu (IEEE Trans. Parallel Distributed Syst., 2010)

Connectivity-Based Skeleton Extraction in Wireless Sensor Networks. - Hongbo Jiang 001; Wenping Liu 001; Dan Wang 002; Chen Tian 001; Xiang Bai; Xue Liu 001; Ying Wu 001; Wenyu Liu 001 (IEEE Trans. Parallel Distributed Syst., 2010)

Dynamic Power Management of Distributed Internet Data Centers in Smart Grid Environment. - Peijian Wang; Lei Rao; Xue Liu 001; Yong Qi (GLOBECOM, 2011)

SHARP: A Scalable Framework for Dynamic Joint Replica Placement and Request Routing Scheduling. - Yi Wang 049; Chen Tian 001; Hongbo Jiang 001; Xue Liu 001; Jinhua Chen; Wenyu Liu 001 (GLOBECOM, 2011)

SiFi: exploiting VoIP silence for WiFi energy savings insmart phones. - Andrew J. Pyles; Zhen Ren; Gang Zhou; Xue Liu 001 (UbiComp, 2011)

Optimal Joint Multi-Path Routing and Sampling Rates Assignment for Real-Time Wireless Sensor Networks. - Lei Rao; Xue Liu 001; Kyoung-Don Kang; Wenyu Liu 001; Liang Liu 010; Ying Chen 004 (ICC, 2011)

Location Cheating: A Security Challenge to Location-Based Social Network Services. - Wenbo He; Xue Liu 001; Mai Ren (ICDCS, 2011)

End-to-End Delay Analysis in Wireless Network Coding: A Network Calculus-Based Approach. - Huanzhong Li; Xue Liu 001; Wenbo He; Jian Li 021; Wenhua Dou (ICDCS, 2011)

Defending Against Traffic Analysis in Wireless Networks through Traffic Reshaping. - Fan Zhang 019; Wenbo He; Xue Liu 001 (ICDCS, 2011)

Link quality aware code dissemination in wireless sensor networks. - Wei Dong 001; Yunhao Liu 001; Chao Wang; Xue Liu 001; Chun Chen 001; Jiajun Bu (ICNP, 2011)

A real-time multicast routing scheme for multi-hop switched fieldbuses. - Lixiong Chen; Xue Liu 001; Qixin Wang; Yufei Wang 004 (INFOCOM, 2011)

Converge-cast with MIMO. - Luoyi Fu; Yi Qin 005; Xinbing Wang; Xue Liu 001 (INFOCOM, 2011)

BCN: Expansible network structures for data centers using hierarchical compound graphs. - Deke Guo; Tao Chen 013; Dan Li 001; Yunhao Liu 001; Xue Liu 001; Guihai Chen (INFOCOM, 2011)

Scheduling design and analysis for end-to-end heterogeneous flows in an avionics network. - Yu Hua 001; Xue Liu 001 (INFOCOM, 2011)

A highly scalable bandwidth estimation of commercial hotspot access points. - Xinyu Xing 001; Jianxun Dang; Shivakant Mishra; Xue Liu 001 (INFOCOM, 2011)

Taming power peaks in mapreduce clusters. - Nan Zhu; Lei Rao; Xue Liu 001; Jie Liu 001; Haibin Guan (SIGCOMM, 2011)

Inferring users' online activities through traffic analysis. - Fan Zhang 019; Wenbo He; Xue Liu 001; Patrick G. Bridges (WISEC, 2011)

SafeVchat: detecting obscene content and misbehaving users in online video chat services. - Xinyu Xing 001; Yu-Li Liang; Hanqiang Cheng; Jianxun Dang; Sui Huang; Richard Han 001; Xue Liu 001; Qin Lv; Shivakant Mishra (WWW, 2011)

HRS: A Hierarchical Routing and Scheduling Scheme for Distributed Real-Time and Embedded Systems. - Lei Rao; Xue Liu 001; Zonghua Gu 001; Wenyu Liu 001 (Ad Hoc Sens. Wirel. Networks, 2011)

Reclaiming Spare Capacity and Improving Aperiodic Response Times in Real-Time Environments. - Sathish Gopalakrishnan; Xue Liu 001 (EURASIP J. Embed. Syst., 2011)

PowerSleep: A Smart Power-Saving Scheme With Sleep for Servers Under Response Time Constraint. - Shengquan Wang; Jun Liu; Jian-Jia Chen; Xue Liu 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

SenSpire OS: A Predictable, Flexible, and Efficient Operating System for Wireless Sensor Networks. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Yunhao Liu 001; Jiajun Bu; Kougen Zheng (IEEE Trans. Computers, 2011)

Nonutilization bounds and feasible regions for arbitrary fixed-priority policies. - Xue Liu 001; Tarek F. Abdelzaher (ACM Trans. Embed. Comput. Syst., 2011)

A Lightweight and Density-Aware Reprogramming Protocol for Wireless Sensor Networks. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Jiajun Bu; Yi Gao 001 (IEEE Trans. Mob. Comput., 2011)

Improving Application Placement for Cluster-Based Web Applications. - Chen Tian 001; Hongbo Jiang 001; Arun Iyengar; Xue Liu 001; Zuodong Wu; Jinhua Chen; Wenyu Liu 001; Chonggang Wang (IEEE Trans. Netw. Serv. Manag., 2011)

PDA: Privacy-Preserving Data Aggregation for Information Collection. - Wenbo He; Xue Liu 001; Hoang Viet Nguyen; Klara Nahrstedt; Tarek F. Abdelzaher (ACM Trans. Sens. Networks, 2011)

OptiTuner: On Performance Composition and Server Farm Energy Minimization Application. - Jin Heo; Praveen Jayachandran; Insik Shin; Dong Wang 002; Tarek F. Abdelzaher; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2011)

Hedging Against Uncertainty: A Tale of Internet Data Center Operations Under Smart Grid Environment. - Lei Rao; Xue Liu 001; Le Xie 001; Zhan Pang (IEEE Trans. Smart Grid, 2011)

Handling more data with less cost: taming power peaks in MapReduce clusters. - Nan Zhu; Lei Rao; Xue Liu 001; Jie Liu 001 (APSys, 2012)

eco-IDC: Trade Delay for Energy Cost with Service Delay Guarantee for Internet Data Centers. - Jianying Luo; Lei Rao; Xue Liu 001 (CLUSTER, 2012)

Performance Enhancement and Optimized Analysis of the Worst Case End-to-End Delay for AFDX Networks. - Jian Li 021; Haibing Guan; Jianguo Yao; Guchuan Zhu; Xue Liu 001 (GreenCom, 2012)

SAPSM: Smart adaptive 802.11 PSM for smartphones. - Andrew J. Pyles; Xin Qi 001; Gang Zhou; Matthew Keally; Xue Liu 001 (UbiComp, 2012)

From Offline toward Real-Time: A Hybrid Systems Model Checking and CPS Co-design Approach for Medical Device Plug-and-Play (MDPnP). - Tao Li; Feng Tan; Qixin Wang; Lei Bu; Jiannong Cao 001; Xue Liu 001 (ICCPS, 2012)

Dynamic Control of Electricity Cost with Power Demand Smoothing and Peak Shaving for Distributed Internet Data Centers. - Jianguo Yao; Xue Liu 001; Wenbo He; Ashikur Rahman (ICDCS, 2012)

HOSA: Holistic scheduling and analysis for scalable fault-tolerant FlexRay design. - Yu Hua 001; Xue Liu 001; Wenbo He (INFOCOM, 2012)

Scaling laws for cognitive radio network with heterogeneous mobile secondary users. - Yingzhe Li; Xinbing Wang; Xiaohua Tian; Xue Liu 001 (INFOCOM, 2012)

Analysis of TDMA crossbar real-time switch design for AFDX networks. - Lei Rao; Qixin Wang; Xue Liu 001; Yufei Wang 004 (INFOCOM, 2012)

Data perturbation with state-dependent noise for participatory sensing. - Fan Zhang 019; Li He 001; Wenbo He; Xue Liu 001 (INFOCOM, 2012)

Scalable misbehavior detection in online video chat services. - Xinyu Xing 001; Yu-Li Liang; Sui Huang; Hanqiang Cheng; Richard Han 001; Qin Lv; Xue Liu 001; Shivakant Mishra; Yi Zhu 010 (KDD, 2012)

MERCURY: A Scalable and Similarity-Aware Scheme in Multi-level Cache Hierarchy. - Yu Hua 001; Xue Liu 001; Dan Feng 001 (MASCOTS, 2012)

Demo: MVChat: flasher detection for mobile video chat. - Lei Tian 004; Junho Ahn; Hanqiang Cheng; Xinyu Xing 001; Yu-Li Liang; Shivakant Mishra; David Chu; Xue Liu 001; Richard Han 001; Qin Lv (MobiSys, 2012)

Power-Saving Design for Server Farms with Response Time Percentile Guarantees. - Shengquan Wang; Waqaas Munawar; Jun Liu; Jian-Jia Chen; Xue Liu 001 (IEEE Real-Time and Embedded Technology and Applications Symposium, 2012)

CSS: Conditional State-Based Scheduling for Networked Control Systems. - Xi Chen 009; Akramul Azim; Xue Liu 001; Sebastian Fischmeister (RTCSA, 2012)

Curbing Aggregate Member Flow Burstiness to Bound End-to-End Delay in Networks of TDMA Crossbar Real-Time Switches. - Qixin Wang; Yufei Wang 004; Rong Zheng 001; Xue Liu 001 (RTSS, 2012)

TailCon: Power-Minimizing Tail Percentile Control of Response Time in Server Clusters. - Xi Chen 009; Xue Liu 001; Shengquan Wang; Xiao-Wen Chang (SRDS, 2012)

Efficient misbehaving user detection in online video chat services. - Hanqiang Cheng; Yu-Li Liang; Xinyu Xing 001; Xue Liu 001; Richard Han 001; Qin Lv; Shivakant Mishra (WSDM, 2012)

Bulk data dissemination in wireless sensor networks: Modeling and analysis. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Guodong Teng; Jiajun Bu; Yunhao Liu 001 (Comput. Networks, 2012)

A MapReduce-supported network structure for data centers. - Zeliu Ding; Deke Guo; Xue Liu 001; Xueshan Luo; Guihai Chen (Concurr. Comput. Pract. Exp., 2012)

Distributed Coordination of Internet Data Centers Under Multiregional Electricity Markets. - Lei Rao; Xue Liu 001; Marija D. Ilic; Jie Liu 001 (Proc. IEEE, 2012)

Adaptive calibration for fusion-based cyber-physical systems. - Rui Tan 001; Guoliang Xing; Xue Liu 001; Jianguo Yao; Zhaohui Yuan (ACM Trans. Embed. Comput. Syst., 2012)

Throughput and Delay Analysis for Convergecast with MIMO in Wireless Networks. - Luoyi Fu; Yi Qin 005; Xinbing Wang; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2012)

Scheduling Heterogeneous Flows with Delay-Aware Deduplication for Avionics Applications. - Yu Hua 001; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2012)

Revisiting Dynamic Query Protocols in Unstructured Peer-to-Peer Networks. - Chen Tian 001; Hongbo Jiang 001; Xue Liu 001; Wenyu Liu 001 (IEEE Trans. Parallel Distributed Syst., 2012)

Towards Optimal Electric Demand Management for Internet Data Centers. - Jie Li 002; Zuyi Li; Kui Ren 001; Xue Liu 001 (IEEE Trans. Smart Grid, 2012)

Coordinated Energy Cost Management of Distributed Internet Data Centers in Smart Grid. - Lei Rao; Xue Liu 001; Le Xie 001; Wenyu Liu 001 (IEEE Trans. Smart Grid, 2012)

D-Pro: Dynamic Data Center Operations With Demand-Responsive Electricity Prices in Smart Grid. - Peijian Wang; Lei Rao; Xue Liu 001; Yong Qi (IEEE Trans. Smart Grid, 2012)

AdaSynch: A General Adaptive Clock Synchronization Scheme Based on Kalman Filter for WSNs. - Qiang Liu; Xue Liu 001; Jinglun Zhou; Gang Zhou; Guang Jin; Quan Sun; Min Xi (Wirel. Pers. Commun., 2012)

MultiGreen: cost-minimizing multi-source datacenter power supply with online control. - Wei Deng; Fangming Liu; Hai Jin 001; Chuan Wu 001; Xue Liu 001 (e-Energy, 2013)

Green power analysis for Geographical Load Balancing based datacenters. - Chuansheng Dong; Fanxin Kong; Xue Liu 001; Haibo Zeng 001 (IGCC, 2013)

Performance Inconsistency in Large Scale Data Processing Clusters. - Mingyuan Xia 001; Nan Zhu; Sameh Elnikety; Xue Liu 001; Yuxiong He (ICAC, 2013)

Present or Future: Optimal Pricing for Spot Instances. - Peijian Wang; Yong Qi; Dou Hui; Lei Rao; Xue Liu 001 (ICDCS, 2013)

Pathfinder: Robust path reconstruction in large scale sensor networks with lossy links. - Yi Gao 001; Wei Dong 001; Chun Chen 001; Jiajun Bu; Gaoyang Guan; Xuefeng Zhang; Xue Liu 001 (ICNP, 2013)

The answer is blowing in the wind: Analysis of powering Internet data centers with wind energy. - Yan Gao 010; Zheng Zeng 001; Xue Liu 001; P. R. Kumar 001 (INFOCOM, 2013)

NEST: Locality-aware approximate query service for cloud computing. - Yu Hua 001; Bin Xiao 001; Xue Liu 001 (INFOCOM, 2013)

Data loss and reconstruction in sensor networks. - Linghe Kong; Mingyuan Xia 001; Xiao-Yang Liu; Min-You Wu; Xue Liu 001 (INFOCOM, 2013)

Data center energy cost minimization: A spatio-temporal scheduling approach. - Jianying Luo; Lei Rao; Xue Liu 001 (INFOCOM, 2013)

Delay analysis and study of IEEE 802.11p based DSRC safety communication in a highway environment. - Yuan Yao 004; Lei Rao; Xue Liu 001; Xingshe Zhou 001 (INFOCOM, 2013)

HBaseMQ: A distributed message queuing system on clouds with HBase. - Chen Zhang 010; Xue Liu 001 (INFOCOM, 2013)

Reprogramming over Low Power Link Layer in Wireless Sensor Networks. - Yi Gao 001; Chun Chen 001; Xue Liu 001; Jiajun Bu; Wei Dong 001; Xianghua Xu (MASS, 2013)

Adaptive Sampling and Duty Cycling for Smartphone Accelerometer. - Ozgur Yurur; Chi Harold Liu; Xue Liu 001; Wilfrido Alejandro Moreno (MASS, 2013)

D2: Anomaly Detection and Diagnosis in Networked Embedded Systems by Program Profiling and Symptom Mining. - Wei Dong 001; Chun Chen 001; Jiajun Bu; Xue Liu 001; Yunhao Liu 001 (RTSS, 2013)

Smart in-network deduplication for storage-aware SDN. - Yu Hua 001; Xue Liu 001; Dan Feng 001 (SIGCOMM, 2013)

Power-saving Design in Server Farms for Multi-tier Applications under Response Time Constraint. - Shengquan Wang; Waqaas Munawar; Xue Liu 001; Jian-Jia Chen (SMARTGREENS, 2013)

Why application errors drain battery easily?: a study of memory leaks in smartphone apps. - Mingyuan Xia 001; Wenbo He; Xue Liu 001; Jie Liu 001 (HotPower@SOSP, 2013)

A Bloom filters based dissemination protocol in wireless sensor networks. - Tao Chen 013; Deke Guo; Yuan He 004; Honghui Chen; Xue Liu 001; Xueshan Luo (Ad Hoc Networks, 2013)

Optimizing the implementation of real-time Simulink models onto distributed automotive architectures. - Gang Han; Marco Di Natale; Haibo Zeng 001; Xue Liu 001; Wenhua Dou (J. Syst. Archit., 2013)

NetSimplex: Controller Fault Tolerance Architecture in Networked Control Systems. - Jianguo Yao; Xue Liu 001; Guchuan Zhu; Lui Sha (IEEE Trans. Ind. Informatics, 2013)

SafeVchat: A System for Obscene Content Detection in Online Video Chat Services. - Yu-Li Liang; Xinyu Xing 001; Hanqiang Cheng; Jianxun Dang; Sui Huang; Richard Han 001; Xue Liu 001; Qin Lv; Shivakant Mishra (ACM Trans. Internet Techn., 2013)

System-level calibration for data fusion in wireless sensor networks. - Rui Tan 001; Guoliang Xing; Zhaohui Yuan; Xue Liu 001; Jianguo Yao (ACM Trans. Sens. Networks, 2013)

SyRaFa: Synchronous Rate and Frequency Adjustment for Utilization Control in Distributed Real-Time Embedded Systems. - Xi Chen 009; Xiao-Wen Chang; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2013)

Exploiting Concurrency for Efficient Dissemination in Wireless Sensor Networks. - Yi Gao 001; Jiajun Bu; Wei Dong 001; Chun Chen 001; Lei Rao; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2013)

Performance and Reliability Analysis of IEEE 802.11p Safety Communication in a Highway Environment. - Yuan Yao 004; Lei Rao; Xue (Steve) Liu (IEEE Trans. Veh. Technol., 2013)

Right time in right place: Taming workload balancing oscillations in internet data center cost management. - Xi Chen 009; Lei Rao; Xue Liu 001; Hongxing Li; Xinbing Wang (IGCC, 2014)

Intelligent joint spatio-temporal management of electric vehicle charging and data center power consumption. - Zhonghao Sun; Fanxin Kong; Xue Liu 001; Xingshe Zhou 001; Xi Chen 009 (IGCC, 2014)

WiP abstract: An efficient control-driven period optimization algorithm for distributed real-time systems. - Peng Deng; Anastasios I. Mourikis; Qi Zhu 002; Xue Liu 001; Abhijit Davare; Marco Di Natale (ICCPS, 2014)

WiP abstract: A framework on profiling cross-domain noise propagation in control CPS. - Feng Tan; Liansheng Liu; Stefan Winter 001; Qixin Wang; Neeraj Suri; Lei Bu; Yu Peng 002; Xue Liu 001; Xiyuan Peng (ICCPS, 2014)

Domo: Passive Per-Packet Delay Tomography in Wireless Ad-hoc Networks. - Yi Gao 001; Wei Dong 001; Chun Chen 001; Jiajun Bu; Tianyu Chen; Mingyuan Xia 001; Xue Liu 001; Xianghua Xu (ICDCS, 2014)

Cooperative and Efficient Real-Time Scheduling for Automotive Communications. - Yu Hua 001; Lei Rao; Xue Liu 001; Dan Feng 001 (ICDCS, 2014)

An efficient sampling method for characterizing points of interests on maps. - Pinghui Wang; Wenbo He; Xue Liu 001 (ICDE, 2014)

Neptune: Efficient remote communication services for cloud backups. - Yu Hua 001; Xue Liu 001; Dan Feng 001 (INFOCOM, 2014)

Blowing hard is not all we want: Quantity vs quality of wind power in the smart grid. - Fanxin Kong; Chuansheng Dong; Xue Liu 001; Haibo Zeng 001 (INFOCOM, 2014)

Electronic frog eye: Counting crowd using WiFi. - Wei Xi; Jizhong Zhao; Xiang-Yang Li 001; Kun Zhao 002; Shaojie Tang 001; Xue Liu 001; Zhiping Jiang (INFOCOM, 2014)

Aggrecode: Constructing route intersection for data reconstruction in erasure coded storage. - Jing Zhang; Xiangke Liao; Shanshan Li 001; Yu Hua 001; Xue Liu 001; Bin Lin 011 (INFOCOM, 2014)

CityDrive: A map-generating and speed-optimizing driving system. - Yiran Zhao; Yang Zhang; Tuo Yu; Tianyuan Liu; Xinbing Wang; Xiaohua Tian; Xue Liu 001 (INFOCOM, 2014)

Efficient end-to-end communication services for mixed criticality avionics systems. - Ying Fang; Yu Hua 001; Xue Liu 001 (IWQoS, 2014)

Deadline-aware load balancing for MapReduce. - Zhao-Rong Lai; Che-Wei Chang; Xue Liu 001; Tei-Wei Kuo; Pi-Cheng Hsiu (RTCSA, 2014)

Generalized Decision Aggregation in Distributed Sensing Systems. - Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue Liu 001; Yan Gao 010; Lance M. Kaplan (RTSS, 2014)

Optimal energy source selection and capacity planning for green datacenters. - Fanxin Kong; Xue Liu 001; Lei Rao (SIGMETRICS, 2014)

Taming IO Spikes in Enterprise and Campus VM Deployment. - Mingyuan Xia 001; Pin Zhou; David Pease; Xue Liu 001 (SYSTOR, 2014)

Introduction to special issue on Embedded Computing and Systems. - Jian Li 021; Ye-Qiong Song; Xue Liu 001 (Comput. Electr. Eng., 2014)

Editorial: IEEE Communications Surveys & TutorialsSpecial Section on Energy and Smart Grid. - Hamed Mohsenian Rad; Fabrizio Granelli; Kui Ren 001; Chris Develder; Lijun Chen 001; Tao Jiang 002; Xue Liu 001 (IEEE Commun. Surv. Tutorials, 2014)

A Survey on Geographic Load Balancing Based Data Center Power Management in the Smart Grid Environment. - Ashikur Rahman; Xue Liu 001; Fanxin Kong (IEEE Commun. Surv. Tutorials, 2014)

Dynamics of Information Spreading in Online Social Networks. - Sai Zhang; Ke Xu; Xi Chen 009; Xue Liu 001 (CoRR, 2014)

A Survey on Green-Energy-Aware Power Management for Datacenters. - Fanxin Kong; Xue Liu 001 (ACM Comput. Surv., 2014)

DTS: Dynamic TDMA scheduling for Networked Control Systems. - Xi Chen 009; Akramul Azim; Xue Liu 001; Sebastian Fischmeister; Jun Ma (J. Syst. Archit., 2014)

Quantity Versus Quality: Optimal Harvesting Wind Power for the Smart Grid. - Fanxin Kong; Chuansheng Dong; Xue Liu 001; Haibo Zeng 001 (Proc. IEEE, 2014)

Data Similarity-Aware Computation Infrastructure for the Cloud. - Yu Hua 001; Xue Liu 001; Dan Feng 001 (IEEE Trans. Computers, 2014)

ANTELOPE: A Semantic-Aware Data Cube Scheme for Cloud Data Center Networks. - Yu Hua 001; Xue Liu 001; Hong Jiang 001 (IEEE Trans. Computers, 2014)

Experimental Evaluation and Selection of Data Consistency Mechanisms for Hard Real-Time Applications on Multicore Platforms. - Gang Han; Haibo Zeng 001; Marco Di Natale; Xue Liu 001; Wenhua Dou (IEEE Trans. Ind. Informatics, 2014)

Link Quality Aware Code Dissemination in Wireless Sensor Networks. - Wei Dong 001; Yunhao Liu 001; Zhiwei Zhao; Xue Liu 001; Chun Chen 001; Jiajun Bu (IEEE Trans. Parallel Distributed Syst., 2014)

Design and Implementation of Holistic Scheduling and Efficient Storage for FlexRay. - Yu Hua 001; Xue Liu 001; Wenbo He; Dan Feng 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Data Loss and Reconstruction in Wireless Sensor Networks. - Linghe Kong; Mingyuan Xia 001; Xiao-Yang Liu; Guangshuo Chen; Yu Gu 001; Min-You Wu; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2014)

From Offline toward Real Time: A Hybrid Systems Model Checking and CPS Codesign Approach for Medical Device Plug-and-Play Collaborations. - Tao Li; Feng Tan; Qixin Wang; Lei Bu; Jiannong Cao 001; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Temporal Load Balancing with Service Delay Guarantees for Data Center Energy Cost Optimization. - Jianying Luo; Lei Rao; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Optimal Load Balancing and Energy Cost Management for Internet Data Centers in Deregulated Electricity Markets. - Hua-Jie Shao; Lei Rao; Zhi Wang 003; Xue Liu 001; Zhibo Wang 001; Kui Ren 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Predictive Electricity Cost Minimization Through Energy Buffering in Data Centers. - Jianguo Yao; Xue Liu 001; Chen Zhang 010 (IEEE Trans. Smart Grid, 2014)

Dynamic Packet Length Control in Wireless Sensor Networks. - Wei Dong 001; Chun Chen 001; Xue Liu 001; Yuan He 004; Yunhao Liu 001; Jiajun Bu; Xianghua Xu (IEEE Trans. Wirel. Commun., 2014)

Thwarting Wi-Fi Side-Channel Analysis through Traffic Demultiplexing. - Fan Zhang 019; Wenbo He; Yangyi Chen; Zhou Li 001; XiaoFeng Wang 001; Shuo Chen 001; Xue Liu 001 (IEEE Trans. Wirel. Commun., 2014)

Delay analysis in practical wireless network coding. - Huanzhong Li; Xue Liu 001; Wenbo He; Wei Yang 037; Wenhua Dou (Wirel. Commun. Mob. Comput., 2014)

Geographical Job Scheduling in Data Centers with Heterogeneous Demands and Servers. - Xingjian Lu; Fanxin Kong; Jianwei Yin; Xue Liu 001; Huiqun Yu; Guisheng Fan (CLOUD, 2015)

Auc2Charge: An Online Auction Framework for Eectric Vehicle Park-and-Charge. - Qiao Xiang; Fanxin Kong; Xue Liu 001; Xi Chen 009; Linghe Kong; Lei Rao (e-Energy, 2015)

Solving the performance puzzle of DSRC multi-channel operations. - Kai Xiong; Xi Chen 009; Lei Rao; Xue Liu 001; Yuan Yao 004 (ICC, 2015)

Energy-efficient dynamic event detection by participatory sensing. - Jianxin Zhao 001; Chi Harold Liu; Min Chen 003; Xue Liu 001; Kin K. Leung (ICC, 2015)

Privacy-Preserving Compressive Sensing for Crowdsensing Based Trajectory Recovery. - Linghe Kong; Liang He 002; Xiao-Yang Liu; Yu Gu 001; Min-You Wu; Xue Liu 001 (ICDCS, 2015)

EMoD: Efficient Motion Detection of Device-Free Objects Using Passive RFID Tags. - Kun Zhao 002; Chen Qian 001; Wei Xi; Jinsong Han; Xue Liu 001; Zhiping Jiang; Jizhong Zhao (ICNP, 2015)

SmartEye: Real-time and efficient cloud image sharing for disaster environments. - Yu Hua 001; Wenbo He; Xue Liu 001; Dan Feng 001 (INFOCOM, 2015)

Data preference matters: A new perspective of safety data dissemination in vehicular ad hoc networks. - Qiao Xiang; Xi Chen 009; Linghe Kong; Lei Rao; Xue Liu 001 (INFOCOM, 2015)

On optimal diversity in network-coding-based routing in wireless networks. - Qiao Xiang; Hongwei Zhang 001; Jianping Wang 001; Guoliang Xing; Shan Lin 001; Xue Liu 001 (INFOCOM, 2015)

Comprehensive understanding of operation cost reduction using energy storage for IDCs. - Haihang Zhou; Jianguo Yao; Haibing Guan; Xue Liu 001 (INFOCOM, 2015)

Distributed Optimal Datacenter Bandwidth Allocation for Dynamic Adaptive Video Streaming. - Fanxin Kong; Xingjian Lu; Mingyuan Xia 001; Xue Liu 001; Haibing Guan (ACM Multimedia, 2015)

mZig: Enabling Multi-Packet Reception in ZigBee. - Linghe Kong; Xue Liu 001 (MobiCom, 2015)

FINE: Frequency-divided instantaneous neighbors estimation system in vehicular networks. - Linghe Kong; Xi Chen 009; Xue Liu 001; Lei Rao (PerCom, 2015)

A feedback scheduling framework for component-based soft real-time systems. - Nima Moghaddami Khalilzad; Fanxin Kong; Xue Liu 001; Moris Behnam; Thomas Nolte (RTAS, 2015)

Distributed Deadline and Renewable Aware Electric Vehicle Demand Response in the Smart Grid. - Fanxin Kong; Xue Liu 001 (RTSS, 2015)

Effective Real-Time Android Application Auditing. - Mingyuan Xia 001; Lu Gong; Yuanhao Lyu; Zhengwei Qi; Xue Liu 001 (IEEE Symposium on Security and Privacy, 2015)

Does "Like" Really Mean Like? A Study of the Facebook Fake Like Phenomenon and an Efficient Countermeasure. - Xinye Lin; Mingyuan Xia 001; Xue Liu 001 (CoRR, 2015)

Utilization Control and Optimization of Real-Time Embedded Systems. - Xue Liu 001; Xi Chen 009; Fanxin Kong (Found. Trends Electron. Des. Autom., 2015)

Datacenter Power Management in Smart Grids. - Xue Liu 001; Fanxin Kong (Found. Trends Electron. Des. Autom., 2015)

End-to-end delay analysis for networked systems. - Jie Shen 011; Wenbo He; Xue Liu 001; Zhibo Wang 001; Zhi Wang 003; Jianguo Yao (Frontiers Inf. Technol. Electron. Eng., 2015)

Spatio-Temporal Load Balancing for Energy Cost Optimization in Distributed Internet Data Centers. - Jianying Luo; Lei Rao; Xue Liu 001 (IEEE Trans. Cloud Comput., 2015)

EnDAS: Efficient Encrypted Data Search as a Mobile Cloud Service. - Ruhui Ma; Jian Li 021; Haibing Guan; Mingyuan Xia 001; Xue Liu 001 (IEEE Trans. Emerg. Top. Comput., 2015)

ISC: An Iterative Social Based Classifier for Adult Account Detection on Twitter. - Hanqiang Cheng; Xinyu Xing 001; Xue Liu 001; Qin Lv (IEEE Trans. Knowl. Data Eng., 2015)

The Design and Implementations of Locality-Aware Approximate Queries in Hybrid Storage Systems. - Yu Hua 001; Bin Xiao 001; Xue Liu 001; Dan Feng 001 (IEEE Trans. Parallel Distributed Syst., 2015)

Adaptive Power Management through Thermal Aware Workload Balancing in Internet Data Centers. - Jianguo Yao; Haibing Guan; Jianying Luo; Lei Rao; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2015)

COMIC: Cost Optimization for Internet Content Multihoming. - Jianguo Yao; Haihang Zhou; Jianying Luo; Xue Liu 001; Haibing Guan (IEEE Trans. Parallel Distributed Syst., 2015)

BURSE: A Bursty and Self-Similar Workload Generator for Cloud Computing. - Jianwei Yin; Xingjian Lu; Xinkui Zhao; Hanwei Chen; Xue Liu 001 (IEEE Trans. Parallel Distributed Syst., 2015)

Control of Large-Scale Systems through Dimension Reduction. - Jianguo Yao; Xue Liu 001; Xiaoyun Zhu; Haibing Guan (IEEE Trans. Serv. Comput., 2015)

Energy-Efficient Relay Selection for Cooperative Relaying in Wireless Multimedia Networks. - Zhengguo Sheng; Jun Fan; Chi Harold Liu; Victor C. M. Leung; Xue Liu 001; Kin K. Leung (IEEE Trans. Veh. Technol., 2015)

Energy-Efficient and Context-Aware Smartphone Sensor Employment. - Ozgur Yurur; Chi Harold Liu; Charith Perera; Min Chen 003; Xue Liu 001; Wilfrido Alejandro Moreno (IEEE Trans. Veh. Technol., 2015)

The answer is rolling on wheels: Modeling and performance evaluation of in-cabin Wi-Fi communications. - Xi Chen 009; Lei Rao; Yuan Yao 004; Xue Liu 001; Fan Bai 002 (Veh. Commun., 2015)

DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks. - Biao Wang; Ge Chen; Luoyi Fu; Li Song 001; Xinbing Wang; Xue Liu 001 (AAAI, 2016)

Second Chance works out better: Saving more for data center operator in open energy market. - Peijian Wang; Ying Zhang 009; Lei Deng 001; Minghua Chen 001; Xue Liu 001 (CISS, 2016)

Speed planning for solar-powered electric vehicles. - Mingsong Lv; Nan Guan; Ye Ma; Dong Ji; Erwin Knippel; Xue Liu 001; Wang Yi 001 (e-Energy, 2016)

GreenPlanning: Optimal Energy Source Selection and Capacity Planning for Green Datacenters. - Fanxin Kong; Xue Liu 001 (ICCPS, 2016)

Smart Rate Control and Demand Balancing for Electric Vehicle Charging. - Fanxin Kong; Xue Liu 001; Zhonghao Sun; Qinglong Wang 003 (ICCPS, 2016)

How cars talk louder, clearer and fairer: Optimizing the communication performance of connected vehicles via online synchronous control. - Xi Chen 009; Linghe Kong; Xue Liu 001; Lei Rao; Fan Bai 002; Qiao Xiang (INFOCOM, 2016)

Mosaic: A low-cost mobile sensing system for urban air quality monitoring. - Yi Gao 001; Wei Dong 001; Kai Guo; Xue Liu 001; Yuan Chen; Xiaojin Liu 001; Jiajun Bu; Chun Chen 001 (INFOCOM, 2016)

DRIVING: Distributed Scheduling for Video Streaming in Vehicular Wi-Fi Systems. - Xi Chen 009; Lei Rao; Qiao Xiang; Xue Liu 001; Fan Bai 002 (ACM Multimedia, 2016)

Auc2Reserve: A Differentially Private Auction for Electric Vehicle Fast Charging Reservation (Invited Paper). - Qiao Xiang; Linghe Kong; Xue Liu 001; Jingdong Xu; Wei Wang 033 (RTCSA, 2016)

On-Line Event-Driven Scheduling for Electric Vehicle Charging via Park-and-Charge. - Fanxin Kong; Qiao Xiang; Linghe Kong; Xue Liu 001 (RTSS, 2016)

ICP: Instantaneous clustering protocol for wireless sensor networks. - Linghe Kong; Qiao Xiang; Xue Liu 001; Xiao-Yang Liu; Xiaofeng Gao 001; Guihai Chen; Min-You Wu (Comput. Networks, 2016)

Smart Charging for Electric Vehicles: A Survey From the Algorithmic Perspective. - Qinglong Wang 003; Xue Liu 001; Jian Du; Fanxin Kong (IEEE Commun. Surv. Tutorials, 2016)

Using Non-invertible Data Transformations to Build Adversary-Resistant Deep Neural Networks. - Qinglong Wang 003; Wenbo Guo 002; Alexander G. Ororbia II; Xinyu Xing 001; Lin Lin 003; C. Lee Giles; Xue Liu 001; Peng Liu 005; Gang Xiong 001 (CoRR, 2016)

Learning Adversary-Resistant Deep Neural Networks. - Qinglong Wang 003; Wenbo Guo 002; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; C. Lee Giles; Xue Liu 001 (CoRR, 2016)

Random Feature Nullification for Adversary Resistant Deep Architecture. - Qinglong Wang 003; Wenbo Guo 002; Kaixuan Zhang; Xinyu Xing 001; C. Lee Giles; Xue Liu 001 (CoRR, 2016)

PFO: A ParallelFriendly High Performance System for Online Query and Update of Nearest Neighbors. - Nan Zhu; Wenbo He; Xue Liu 001; Yu Hua 001 (CoRR, 2016)

Enabling Energy Storage in Internet Datacenters: Requirements, Standards, and Opportunities. - Haihang Zhou; Jianguo Yao; Xue Liu 001; Haibing Guan (IEEE Internet Comput., 2016)

MixCPS: Mixed Time/Event-Triggered Architecture of Cyber-Physical Systems. - Jianguo Yao; Xin Xu; Xue Liu 001 (Proc. IEEE, 2016)

An Efficient Control-Driven Period Optimization Algorithm for Distributed Real-Time Systems. - Peng Deng; Qi Zhu 002; Abhijit Davare; Anastasios I. Mourikis; Xue Liu 001; Marco Di Natale (IEEE Trans. Computers, 2016)

Towards Reconstructing Routing Paths in Large Scale Sensor Networks. - Yi Gao 001; Wei Dong 001; Chun Chen 001; Jiajun Bu; Xue Liu 001 (IEEE Trans. Computers, 2016)

Cost-Efficient Remote Backup Services for Enterprise Clouds. - Yu Hua 001; Xue Liu 001; Dan Feng 001 (IEEE Trans. Ind. Informatics, 2016)

Efficiently Estimating Statistics of Points of Interests on Maps. - Pinghui Wang; Wenbo He; Xue Liu 001 (IEEE Trans. Knowl. Data Eng., 2016)

iPath: Path Inference in Wireless Sensor Networks. - Yi Gao 001; Wei Dong 001; Chun Chen 001; Jiajun Bu; Wenbin Wu; Xue Liu 001 (IEEE/ACM Trans. Netw., 2016)

CCDN: Content-Centric Data Center Networks. - Ming Zhu; Dan Li 001; Fangxin Wang 001; Anke Li; K. K. Ramakrishnan; Ying Liu 024; Jianping Wu; Nan Zhu; Xue Liu 001 (IEEE/ACM Trans. Netw., 2016)

Post-Deployment Anomaly Detection and Diagnosis in Networked Embedded Systems by Program Profiling and Symptom Mining. - Wei Dong 001; Luyao Luo; Chun Chen 001; Jiajun Bu; Xue Liu 001; Yunhao Liu 001 (IEEE Trans. Parallel Distributed Syst., 2016)

Software Reliability Analysis Using Weakest Preconditions in Linear Assignment Programs. - Hang Luo; Xue Liu 001; Xi Chen 009; Ting Long; Ronghua Jiang (IEEE Trans. Software Eng., 2016)

Spatiotemporal Segmentation of Metro Trips Using Smart Card Data. - Fan Zhang 019; Juanjuan Zhao; Chen Tian 001; Cheng-Zhong Xu 001; Xue Liu 001; Lei Rao (IEEE Trans. Veh. Technol., 2016)

DLSH: a distribution-aware LSH scheme for approximate nearest neighbor query in cloud computing. - Yuanyuan Sun; Yu Hua 001; Xue Liu 001; Shunde Cao; Pengfei Zuo (SoCC, 2017)

Efficient drone hijacking detection using onboard motion sensors. - Zhiwei Feng; Nan Guan; Mingsong Lv; Weichen Liu; Qingxu Deng; Xue Liu 001; Wang Yi 001 (DATE, 2017)

Voiceprint: A Novel Sybil Attack Detection Method Based on RSSI for VANETs. - Yuan Yao 004; Bin Xiao 001; Gaofei Wu; Xue Liu 001; Zhiwen Yu 001; Kailong Zhang; Xingshe Zhou 001 (DSN, 2017)

An Optimization Framework for Online Ride-Sharing Markets. - Yongzheng Jia; Wei Xu 005; Xue Liu 001 (ICDCS, 2017)

SunChase: Energy-Efficient Route Planning for Solar-Powered EVs. - Landu Jiang; Yu Hua 001; Chen Ma 001; Xue Liu 001 (ICDCS, 2017)

A First Look at Information Entropy-Based Data Pricing. - Xijun Li; Jianguo Yao; Xue Liu 001; Haibing Guan (ICDCS, 2017)

GBooster: Towards Acceleration of GPU-Intensive Mobile Applications. - Elliott Wen; Winston K. G. Seah; Bryan C. K. Ng; Xue Liu 001; Jiannong Cao 001; Xuefeng Liu 001 (ICDCS, 2017)

BEES: Bandwidth- and Energy- Efficient Image Sharing for Real-Time Situation Awareness. - Pengfei Zuo; Yu Hua 001; Xue Liu 001; Dan Feng 001; Wen Xia; Shunde Cao; Jie Wu 022; Yuanyuan Sun; Yuncheng Guo (ICDCS, 2017)

A multiple vehicle sensing approach for collision avoidance in progressively deployed vehicle networks. - Yi Gao 001; Xue Liu 001; Wei Dong 001 (ICNP, 2017)

Taming the inconsistency of Wi-Fi fingerprints for device-free passive indoor localization. - Xi Chen 009; Chen Ma 001; Michel Allegue; Xue Liu 001 (INFOCOM, 2017)

Every pixel counts: Fine-grained UI rendering analysis for mobile applications. - Yi Gao 001; Yang Luo; Daqing Chen; Haocheng Huang; Wei Dong 001; Mingyuan Xia 001; Xue Liu 001; Jiajun Bu (INFOCOM, 2017)

Adversary Resistant Deep Neural Networks with an Application to Malware Detection. - Qinglong Wang 003; Wenbo Guo 002; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (KDD, 2017)

Drone privacy shield: A WiFi based defense. - Andy Sun; Wei Gong 001; Ryan Shea; Jiangchuan Liu; Xue (Steve) Liu; Qinglong Wang 003 (PIMRC, 2017)

Crowdsourced Road Navigation: Concept, Design, and Implementation. - Xiaoyi Fan 001; Jiangchuan Liu; Zhi Wang 001; Yong Jiang 001; Xue Liu 001 (IEEE Commun. Mag., 2017)

An Empirical Evaluation of Recurrent Neural Network Rule Extraction. - Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (CoRR, 2017)

Joint adaptation framework in mobile ad hoc networks: A control theory perspective. - Linghe Kong; Bowen Wang; Xi Chen 009; Xue Liu 001; Xiao-Yang Liu; Jiadi Yu; Guangtao Xue; Guihai Chen (Neurocomputing, 2017)

Rapid: A Multimodal and Device-free Approach Using Noise Estimation for Robust Person Identification. - Yuanying Chen; Wei Dong 001; Yi Gao 001; Xue Liu 001; Tao Gu 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

SafeDrive: Detecting Distracted Driving Behaviors Using Wrist-Worn Devices. - Landu Jiang; Xinye Lin; Xue Liu 001; Chongguang Bi; Guoliang Xing (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

AdaSharing: Adaptive Data Sharing in Collaborative Robots. - Linghe Kong; Xi Chen 009; Xue Liu 001; Qiao Xiang; Yi Gao 001; Noam Ben Baruch; Guihai Chen (IEEE Trans. Ind. Electron., 2017)

CrowdNavi: Demystifying Last Mile Navigation With Crowdsourced Driving Information. - Xiaoyi Fan 001; Jiangchuan Liu; Zhi Wang 001; Yong Jiang 001; Xue (Steve) Liu (IEEE Trans. Ind. Informatics, 2017)

Whom to Blame? Automatic Diagnosis of Performance Bottlenecks on Smartphones. - Yi Gao 001; Wei Dong 001; Haocheng Huang; Jiajun Bu; Chun Chen 001; Mingyuan Xia 001; Xue Liu 001 (IEEE Trans. Mob. Comput., 2017)

Accurate Per-Packet Delay Tomography in Wireless Ad Hoc Networks. - Yi Gao 001; Wei Dong 001; Chun Chen 001; Xiaoyu Zhang; Jiajun Bu; Xue Liu 001 (IEEE/ACM Trans. Netw., 2017)

When Traffic Flow Meets Power Flow: On Charging Station Deployment With Budget Constraints. - Zhonghao Sun; Xingshe Zhou 001; Jian Du; Xue Liu 001 (IEEE Trans. Veh. Technol., 2017)

LORA: Loss Differentiation Rate Adaptation Scheme for Vehicle-to-Vehicle Safety Communications. - Yuan Yao 004; Xi Chen 009; Lei Rao; Xue Liu 001; Xingshe Zhou 001 (IEEE Trans. Veh. Technol., 2017)

Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence. - Chen Ma 001; Yingxue Zhang 001; Qinglong Wang 003; Xue Liu 001 (CIKM, 2018)

Defending Against Adversarial Samples Without Security through Obscurity. - Wenbo Guo 002; Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Sui Huang; Xue Liu 001; C. Lee Giles; Lin Lin 003; Xinyu Xing 001 (ICDM, 2018)

Efficient and deterministic replay for web-enabled Android apps. - Fangge Yan; Zhengwei Qi; Mingyuan Xia 001; Xue Liu 001 (ICSE (Companion Volume), 2018)

Joint Rate Control and Demand Balancing for Electric Vehicle Charging. - Fanxin Kong; Xue Liu 001; Insup Lee 001 (IoTDI, 2018)

When Online Dating Meets Nash Social Welfare: Achieving Efficiency and Fairness. - Yongzheng Jia; Xue Liu 001; Wei Xu 005 (WWW, 2018)

A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity. - Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (CoRR, 2018)

Verification of Recurrent Neural Networks Through Rule Extraction. - Qinglong Wang 003; Kaixuan Zhang; Xue Liu 001; C. Lee Giles (CoRR, 2018)

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks. - Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (Neural Comput., 2018)

Proactive Doppler Shift Compensation in Vehicular Cyber-Physical Systems. - Jian Du; Xue Liu 001; Lei Rao (IEEE/ACM Trans. Netw., 2018)

Towards Quality Aware Information Integration in Distributed Sensing Systems. - Wenjun Jiang; Chenglin Miao; Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue (Steve) Liu; Yan Gao 010; et al. (IEEE Trans. Parallel Distributed Syst., 2018)

Searchable Storage in Cloud Computing - Yu Hua 001; Xue Liu 001 (Springer, 2019)

GreenBroker: Optimal Electric Vehicle Park-and-Charge Control via Vehicle-to-Infrastructure Communication. - Qiao Xiang; Linghe Kong; Xi Chen 009; Zhe Wang 015; Lei Rao; Xue Liu 001 (BlackSeaCom, 2019)

B-IoT: Blockchain Driven Internet of Things with Credit-Based Consensus Mechanism. - Junqin Huang; Linghe Kong; Guihai Chen; Long Cheng 005; Kaishun Wu; Xue Liu 001 (ICDCS, 2019)

Smoother: A Smooth Renewable Power-Aware Middleware. - Xinxin Liu; Yu Hua 001; Xue Liu 001; Ling Yang; Yuanyuan Sun (ICDCS, 2019)

Customer Baseline Load Estimation for Incentive-Based Demand Response Using Long Short-Term Memory Recurrent Neural Network. - James Oyedokun; Shengrong Bu; Zhu Han 001; Xue Liu 001 (ISGT Europe, 2019)

Hierarchical Gating Networks for Sequential Recommendation. - Chen Ma 001; Peng Kang; Xue Liu 001 (KDD, 2019)

RadioLoc: Learning Vehicle Locations with FM Signal in All-Terrain Environments. - Xi Chen 009; Qiao Xiang; Linghe Kong; Xue Liu 001 (MASS, 2019)

Indoor Localization Based on Channel State Information. - Shabir Abdul Samadh; Qianyu Liu; Xue (Steve) Liu; Negar Ghourchian; Michel Allegue (WiSNet, 2019)

Gated Attentive-Autoencoder for Content-Aware Recommendation. - Chen Ma 001; Peng Kang; Bin Wu 019; Qinglong Wang 003; Xue Liu 001 (WSDM, 2019)

No Place to Hide: Catching Fraudulent Entities in Tensors. - Yikun Ban; Xin Liu; Ling Huang 001; Yitao Duan; Xue Liu 001; Wei Xu 005 (WWW, 2019)

Applications of Artificial Intelligence in Wireless Communications. - Xiaohu Ge; John S. Thompson; Yonghui Li 001; Xue Liu 001; Weiyi Zhang; Tao Chen 013 (IEEE Commun. Mag., 2019)

Boosting Image Recognition with Non-differentiable Constraints. - Xuan Li; Yuchen Lu; Peng Xu; Jizong Peng; Christian Desrosiers; Xue Liu 001 (CoRR, 2019)

Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata. - Qinglong Wang 003; Kaixuan Zhang; Xue Liu 001; C. Lee Giles (CoRR, 2019)

Leaking your engine speed by spectrum analysis of real-Time scheduling sequences. - Songran Liu; Nan Guan; Dong Ji; Weichen Liu; Xue Liu 001; Wang Yi 001 (J. Syst. Archit., 2019)

Cross-Domain Noise Impact Evaluation for Black Box Two-Level Control CPS. - Feng Tan; Liansheng Liu; Stefan Winter 001; Qixin Wang; Neeraj Suri; Lei Bu; Yu Peng 002; Xue Liu 001; Xiyuan Peng (ACM Trans. Cyber Phys. Syst., 2019)

An Efficient UAV Hijacking Detection Method Using Onboard Inertial Measurement Unit. - Zhiwei Feng; Nan Guan; Mingsong Lv; Weichen Liu; Qingxu Deng; Xue Liu 001; Wang Yi 001 (ACM Trans. Embed. Comput. Syst., 2019)

Towards Secure Industrial IoT: Blockchain System With Credit-Based Consensus Mechanism. - Junqin Huang; Linghe Kong; Guihai Chen; Min-You Wu; Xue Liu 001; Peng Zeng 001 (IEEE Trans. Ind. Informatics, 2019)

Improving Viability of Electric Taxis by Taxi Service Strategy Optimization: A Big Data Study of New York City. - Chien-Ming Tseng; Sid Chi-Kin Chau; Xue Liu 001 (IEEE Trans. Intell. Transp. Syst., 2019)

Multi-Channel Based Sybil Attack Detection in Vehicular Ad Hoc Networks Using RSSI. - Yuan Yao 004; Bin Xiao 001; Gaofei Wu; Xue Liu 001; Zhiwen Yu 001; Kailong Zhang; Xingshe Zhou 001 (IEEE Trans. Mob. Comput., 2019)

Reconfigurable Battery Systems: A Survey on Hardware Architecture and Research Challenges. - Shaheer Muhammad; Muhammad Usman Rafique; Shuai Li 002; Zili Shao; Qixin Wang; Xue Liu 001 (ACM Trans. Design Autom. Electr. Syst., 2019)

Bandwidth and Energy Efficient Image Sharing for Situation Awareness in Disasters. - Pengfei Zuo; Yu Hua 001; Yuanyuan Sun; Xue (Steve) Liu; Jie Wu 022; Yuncheng Guo; Wen Xia; Shunde Cao; Dan Feng 001 (IEEE Trans. Parallel Distributed Syst., 2019)

HyperCo: Optimizing Network Performance in ARM-Based Mobile Virtualization. - Jianguo Yao; Ting Deng; Xue Liu 001; Hans-Arno Jacobsen; Haibing Guan (IEEE Trans. Serv. Comput., 2019)

Distributed Data Center Bandwidth Allocation for Cloud-Based Streaming. - Fanxin Kong; Xingjian Lu; Xue Liu 001 (IEEE Trans. Sustain. Comput., 2019)

Memory Augmented Graph Neural Networks for Sequential Recommendation. - Chen Ma 001; Liheng Ma; Yingxue Zhang 001; Jianing Sun; Xue Liu 001; Mark Coates (AAAI, 2020)

gRemote: API-Forwarding Powered Cloud Rendering. - Dongjie Tang; Yun Wang; Linsheng Li; Jiacheng Ma 001; Xue Liu 001; Zhengwei Qi; Haibing Guan (HPDC, 2020)

Feature Statistics Guided Efficient Filter Pruning. - Hang Li; Chen Ma 001; Wei Xu 005; Xue Liu 001 (IJCAI, 2020)

Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation. - Chen Ma 001; Liheng Ma; Yingxue Zhang 001; Ruiming Tang; Xue Liu 001; Mark Coates (KDD, 2020)

Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. - Xuan Li; Yuchen Lu; Christian Desrosiers; Xue Liu 001 (MLMI@MICCAI, 2020)

Accelerometer-based smartphone eavesdropping. - Zhongjie Ba; Tianhang Zheng; Zhan Qin; Hanlin Yu; Liu Liu; Baochun Li; Xue Liu 001; Kui Ren 001 (MobiCom, 2020)

Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer. - Zhongjie Ba; Tianhang Zheng; Xinyu Zhang 016; Zhan Qin; Baochun Li; Xue Liu 001; Kui Ren 001 (NDSS, 2020)

Overheating-Avoidance Remapping Scheme for Reliability Enhancement of 3D PCM Storage Systems. - Yu-Chen Lin 003; Tse-Yuan Wang; Che-Wei Tsao; Yuan-Hao Chang 001; Jian-Jia Chen; Xue Liu 001; Tei-Wei Kuo (RACS, 2020)

FiDo: Ubiquitous Fine-Grained WiFi-based Localization for Unlabelled Users via Domain Adaptation. - Xi Chen 009; Hang Li; Chenyi Zhou; Xue Liu 001; Di Wu 044; Gregory Dudek (WWW, 2020)

DeepFood: Food Image Analysis and Dietary Assessment via Deep Model. - Landu Jiang; Bojia Qiu; Xue (Steve) Liu; Chenxi Huang 001; Kunhui Lin (IEEE Access, 2020)

Givs: Fine-Grained Gesture Control for Mobile Devices in Driving Environments. - Landu Jiang; Mingyuan Xia 001; Xue Liu 001; Fan Bai 002 (IEEE Access, 2020)

mSIMPAD: Efficient and Robust Mining of Successive Similar Patterns of Multiple Lengths in Time Series. - Chun-Tung Li; Jiannong Cao 001; Xue Liu 001; Milos Stojmenovic (ACM Trans. Comput. Heal., 2020)

Survey of the low power wide area network technologies. - Fei Gu 001; Jianwei Niu 002; Landu Jiang; Xue Liu 001; Mohammed Atiquzzaman (J. Netw. Comput. Appl., 2020)

Efficient drone hijacking detection using two-step GA-XGBoost. - Zhiwei Feng; Nan Guan; Mingsong Lv; Wenchen Liu; Qingxu Deng; Xue Liu 001; Wang Yi 001 (J. Syst. Archit., 2020)

Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. - Kaixuan Zhang; Qinglong Wang 003; Xue Liu 001; C. Lee Giles (Neural Comput., 2020)

TimelyRep: Timing deterministic replay for Android web applications. - Yanqiang Liu; Fangge Yan; Mingyuan Xia 001; Zhengwei Qi; Xue Liu 001 (Softw. Test. Verification Reliab., 2020)

Accelerating Deep Learning Systems via Critical Set Identification and Model Compression. - Rui Han 001; Chi Harold Liu; Shilin Li; Shilin Wen; Xue Liu 001 (IEEE Trans. Computers, 2020)

Bulk Savings for Bulk Transfers: Minimizing the Energy-Cost for Geo-Distributed Data Centers. - Xingjian Lu; Fanxin Kong; Xue Liu 001; Jianwei Yin; Qiao Xiang; Huiqun Yu (IEEE Trans. Cloud Comput., 2020)

SafeWatch: A Wearable Hand Motion Tracking System for Improving Driving Safety. - Chongguang Bi; Jun Huang 001; Guoliang Xing; Landu Jiang; Xue Liu 001; Minghua Chen 001 (ACM Trans. Cyber Phys. Syst., 2020)

An Ensemble Learning-Based Vehicle Steering Detector Using Smartphones. - Zhenchao Ouyang; Jianwei Niu 002; Yu Liu 031; Xue (Steve) Liu (IEEE Trans. Intell. Transp. Syst., 2020)

Exploiting Link Diversity for Performance-Aware and Repeatable Simulation in Low-Power Wireless Networks. - Zhiwei Zhao; Geyong Min; Wei Dong 001; Xue Liu 001; Weifeng Gao; Tao Gu 001; Minghang Yang (IEEE/ACM Trans. Netw., 2020)

HPKS: High Performance Kubernetes Scheduling for Dynamic Blockchain Workloads in Cloud Computing. - Zhenwu Shi; Chenming Jiang; Landu Jiang; Xue (Steve) Liu (CLOUD, 2021)

Knowledge-Enhanced Top-K Recommendation in Poincaré Ball. - Chen Ma 001; Liheng Ma; Yingxue Zhang 001; Haolun Wu; Xue Liu 001; Mark Coates (AAAI, 2021)

Impact Patterns of Combining Model Pruning and Continual Learning on Model Performance. - Xueyang Zhang; Hang Li; Xi Chen 009; Xue Liu 001 (CogMI, 2021)

QHash: An efficient hashing algorithm for low-variance image deduplication. - Xuan Li; Liqiong Chang; Xue Liu 001 (HPCC/DSS/SmartCity/DependSys, 2021)

A Cost-Efficient Metadata Scheme for High-Performance Deduplication Systems. - Yuxuan Mo; Yu Hua 001; Pengfei Li; Qin Cao; Xue Liu 001 (HPCC/DSS/SmartCity/DependSys, 2021)

CE-Dedup: Cost-Effective Convolutional Neural Nets Training based on Image Deduplication. - Xuan Li; Liqiong Chang; Xue Liu 001 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Generalized DataWeighting via Class-Level Gradient Manipulation. - Can Chen 005; Shuhao Zheng; Xi Chen 009; Erqun Dong; Xue (Steve) Liu; Hao Liu 026; Dejing Dou (NeurIPS, 2021)

2021 Strategies for "Socially Distant" University-Company Collaborations. - Steven Fraser 001; Sheri A. Brodeur; Randy H. Katz; Xue (Steve) Liu; Stefanie Molthagen-Schnöring; Sheng-Ying Aithne Pao (SER&IP@ICSE, 2021)

Multi-FR: A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation. - Haolun Wu; Chen Ma 001; Bhaskar Mitra 001; Fernando Diaz 001; Xue Liu 001 (CoRR, 2021)

Learning Multi-Objective Curricula for Deep Reinforcement Learning. - Jikun Kang; Miao Liu; Abhinav Gupta 002; Chris Pal; Xue Liu 001; Jie Fu 001 (CoRR, 2021)

Generalized Data Weighting via Class-level Gradient Manipulation. - Can Chen 005; Shuhao Zheng; Xi Chen 009; Erqun Dong; Xue Liu 001; Hao Liu 026; Dejing Dou (CoRR, 2021)

DAFI: WiFi-based Device-free Indoor Localization via Domain Adaptation. - Hang Li; Xi Chen 009; Ju Wang 003; Di Wu 044; Xue Liu 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Wi-Fruit: See Through Fruits with Smart Devices. - Yutong Liu; Landu Jiang; Linghe Kong; Qiao Xiang; Xue Liu 001; Guihai Chen (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Mining Express Service Innovation Opportunity From Online Reviews. - Ning Zhang 016; Rui Zhang 003; Zhiliang Pang; Xue Liu 001; Wenfei Zhao (J. Organ. End User Comput., 2021)

Accelerating data filtering for database using FPGA. - Xuan Sun 003; Chun Jason Xue; Jinghuan Yu; Tei-Wei Kuo; Xue Liu 001 (J. Syst. Archit., 2021)

gRemote: Cloud rendering on GPU resource pool based on API-forwarding. - Dongjie Tang; Linsheng Li; Jiacheng Ma 001; Xue Liu 001; Zhengwei Qi; Haibing Guan (J. Syst. Archit., 2021)

Efficient and Effective Dimension Control in Automotive Applications. - Ye Ma; Gang Chen 023; Mingsong Lv; Wang Yi 001; Xue Liu 001; Hao Chen 087; Bo Zhu 006 (IEEE Trans. Ind. Informatics, 2021)

AdSherlock: Efficient and Deployable Click Fraud Detection for Mobile Applications. - Chenhong Cao; Yi Gao 001; Yang Luo; Mingyuan Xia 001; Wei Dong 001; Chun Chen 001; Xue Liu 001 (IEEE Trans. Mob. Comput., 2021)

Compressed Imaging Reconstruction with Sparse Random Projection. - Peihao Yang; Linghe Kong; Meikang Qiu; Xue Liu 001; Guihai Chen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Partitioning-Based Scheduling of OpenMP Task Systems With Tied Tasks. - Yang Wang 082; Xu Jiang 004; Nan Guan; Zhishan Guo; Xue Liu 001; Wang Yi 001 (IEEE Trans. Parallel Distributed Syst., 2021)

OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction. - Fuyuan Lyu; Xing Tang 007; Hong Zhu 003; Huifeng Guo; Yingxue Zhang 001; Ruiming Tang; Xue Liu 001 (CIKM, 2022)

Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation. - Haolun Wu; Chen Ma 001; Yingxue Zhang 001; Xue Liu 001; Ruiming Tang; Mark Coates (CIKM, 2022)

Learning Multi-Objective Curricula for Robotic Policy Learning. - Jikun Kang; Miao Liu; Abhinav Gupta 002; Christopher Pal; Xue (Steve) Liu; Jie Fu 001 (CoRL, 2022)

6G Intelligent Distributed Uplink Beamforming for Transport System in Highly Dynamic Environments. - Xingrui Yi; Yutong Liu; Linghe Kong; Guihai Chen; Xue (Steve) Liu; Shahid Mumtaz; Joel J. P. C. Rodrigues (GLOBECOM, 2022)

Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for CTR Prediction. - Fuyuan Lyu; Xing Tang 007; Huifeng Guo; Ruiming Tang; Xiuqiang He 001; Rui Zhang 003; Xue Liu 001 (ICDE, 2022)

Symmetric Contrastive Loss for Out-of-Distribution Skin Lesion Detection. - Xuan Li; Christian Desrosiers; Xue Liu 001 (ISBI, 2022)

Bidirectional Learning for Offline Infinite-width Model-based Optimization. - Can Chen 005; Yingxue Zhang 001; Jie Fu 001; Xue (Steve) Liu; Mark Coates (NeurIPS, 2022)

Joint Multisided Exposure Fairness for Recommendation. - Haolun Wu; Bhaskar Mitra 001; Chen Ma 001; Fernando Diaz 001; Xue Liu 001 (SIGIR, 2022)

Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey. - Yuecai Zhu; Fuyuan Lyu; Chengming Hu; Xi Chen 009; Xue Liu 001 (CoRR, 2022)

Structure-aware Protein Self-supervised Learning. - Can Chen 005; Jingbo Zhou; Fan Wang 021; Xue Liu 001; Dejing Dou (CoRR, 2022)

Unbiased Implicit Feedback via Bi-level Optimization. - Can Chen 005; Chen Ma 001; Xi Chen 009; Sirui Song; Hao Liu 026; Xue Liu 001 (CoRR, 2022)

SPENDER: A Platform for Secure and Privacy-Preserving Decentralized P2P E-Commerce. - Shuhao Zheng; Junliang Luo; Erqun Dong; Can Chen 005; Xue Liu 001 (CoRR, 2022)

Gradient-based Bi-level Optimization for Deep Learning: A Survey. - Can Chen 005; Xi Chen 009; Chen Ma 001; Zixuan Liu 001; Xue Liu 001 (CoRR, 2022)

Understanding NFT Price Moves through Social Media Keywords Analysis. - Junliang Luo; Yongzheng Jia; Xue Liu 001 (CoRR, 2022)

Towards Auditing the Sensitive Information Leakage During Data Trading and Data Computing. - Shuhao Zheng; Yanxi Lin; Yang Yu; Ye Yuan 017; Yongzheng Jia; Xue Liu 001 (CoRR, 2022)

AICOM-MP: an AI-based Monkeypox Detector for Resource-Constrained Environments. - Tim Tianyi Yang; Tom Tianze Yang; Andrew Liu; Jie Tang 003; Na An; Shaoshan Liu; Xue Liu 001 (CoRR, 2022)

A Survey of Diversification Techniques in Search and Recommendation. - Haolun Wu; Yansen Zhang; Chen Ma 001; Fuyuan Lyu; Fernando Diaz 001; Xue Liu 001 (CoRR, 2022)

A Survey on Deep Learning for Human Activity Recognition. - Fuqiang Gu; Mu-Huan Chung; Mark H. Chignell; Shahrokh Valaee; Baoding Zhou; Xue Liu 001 (ACM Comput. Surv., 2022)

SafePath: Exploiting Ubiquitous Smartphones to Avoid Vehicle-Pedestrian Collision. - Fei Gu 001; Jianwei Niu 002; Landu Jiang; Xue (Steve) Liu; Gerhard P. Hancke 001 (IEEE Internet Things J., 2022)

Rise of the Automotive Health-Domain Controllers: Empowering Healthcare Services in Intelligent Vehicles. - Shaoshan Liu; Yuzhang Huang; Ao Kong; Jie Tang 003; Xue Liu 001 (IEEE Internet Things J., 2022)

Rethinking the Interactivity of OS and Device Layers in Memory Management. - Tse-Yuan Wang; Chun-Feng Wu; Che-Wei Tsao; Yuan-Hao Chang 001; Tei-Wei Kuo; Xue (Steve) Liu (ACM Trans. Embed. Comput. Syst., 2022)

Smart Futures Based Resource Trading and Coalition Formation for Real-Time Mobile Data Processing. - Ruitao Chen; Xianbin Wang 001; Xue (Steve) Liu (IEEE Trans. Serv. Comput., 2022)

Peer-to-Peer Energy Trading and Energy Conversion in Interconnected Multi-Energy Microgrids Using Multi-Agent Deep Reinforcement Learning. - Tianyi Chen 001; Shengrong Bu; Xue Liu 001; Jikun Kang; F. Richard Yu; Zhu Han 001 (IEEE Trans. Smart Grid, 2022)

Communication Challenges in Infrastructure-Vehicle Cooperative Autonomous Driving: A Field Deployment Perspective. - Shaoshan Liu; Bo Yu 014; Jie Tang 003; Yuhao Zhu 001; Xue Liu 001 (IEEE Wirel. Commun., 2022)

Unveiling social aggregation in the Decentraland metaverse platform. - Junliang Luo; Simone Casale-Brunet; Barbara Guidi; Marco Mattavelli; Xue Liu 001 (GoodIT, 2023)

Understanding NFT Price Moves through Tweets Keywords Analysis. - Junliang Luo; Yongzheng Jia; Xue Liu 001 (GoodIT, 2023)

Towards Improved Illicit Node Detection with Positive-Unlabelled Learning. - Junliang Luo; Farimah Poursafaei; Xue Liu 001 (ICBC, 2023)

Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation. - Haolun Wu; Yingxue Zhang 001; Chen Ma 001; Wei Guo 006; Ruiming Tang; Xue Liu 001; Mark Coates (ICDE, 2023)

Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images. - Yufei Cui; Ziquan Liu; Xiangyu Liu; Xue Liu 001; Cong Wang 001; Tei-Wei Kuo; Chun Jason Xue; Antoni B. Chan (ICLR, 2023)

Bidirectional Learning for Offline Model-based Biological Sequence Design. - Can Chen 005; Yingxue Zhang 001; Xue Liu 001; Mark Coates (ICML, 2023)

What Appears Suboptimal May Surprise You: A Fixed-Rate Scheduling Policy for Geo-Distributed CoFlows. - Haoyu Liu; Feiyan Ding; Yao Wang 022; Qiao Xiang; Jiwu Shu; Haizhou Du; Linghe Kong; Xue Liu 001 (ICPADS, 2023)

Zero-Shot Fault Detection for Manipulators Through Bayesian Inverse Reinforcement Learning. - Hanqing Zhao; Xue Liu 001; Gregory Dudek (IROS, 2023)

A Generic Framework for Byzantine-Tolerant Consensus Achievement in Robot Swarms. - Hanqing Zhao; Alexandre Pacheco; Volker Strobel; Andreagiovanni Reina; Xue Liu 001; Gregory Dudek; Marco Dorigo (IROS, 2023)

CATS: A Computation-Aware Transaction Processing System with Proactive Unlocking. - Bolun Zhu; Yu Hua 001; Ziyin Long; Xue Liu 001 (IWQoS, 2023)

Parallel-mentoring for Offline Model-based Optimization. - Can Chen 005; Christopher Beckham; Zixuan Liu 001; Xue (Steve) Liu; Chris Pal (NeurIPS, 2023)

Retrieval-Augmented Multiple Instance Learning. - Yufei Cui; Ziquan Liu; Yixin Chen; Yuchen Lu; Xinyue Yu; Xue (Steve) Liu; Tei-Wei Kuo; Miguel Rodrigues 001; Chun Jason Xue; Antoni B. Chan (NeurIPS, 2023)

Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network. - Fuyuan Lyu; Xing Tang 007; Dugang Liu; Chen Ma 001; Weihong Luo; Liang Chen 009; Xiuqiang He 001; Xue (Steve) Liu (NeurIPS, 2023)

Importance-aware Co-teaching for Offline Model-based Optimization. - Ye Yuan 017; Can Chen 005; Zixuan Liu 001; Willie Neiswanger; Xue (Steve) Liu (NeurIPS, 2023)

Hyperspherical Quantization: Toward Smaller and More Accurate Models. - Dan Liu; Xi Chen 009; Chen Ma 001; Xue Liu 001 (WACV, 2023)

Optimizing Feature Set for Click-Through Rate Prediction. - Fuyuan Lyu; Xing Tang 007; Dugang Liu; Liang Chen 009; Xiuqiang He 001; Xue Liu 001 (WWW, 2023)

Feature Representation Learning for Click-through Rate Prediction: A Review and New Perspectives. - Fuyuan Lyu; Xing Tang 007; Dugang Liu; Haolun Wu; Chen Ma 001; Xiuqiang He 001; Xue Liu 001 (CoRR, 2023)

AI Clinics on Mobile (AICOM): Universal AI Doctors for the Underserved and Hard-to-Reach. - Tim Tianyi Yang; Tom Tianze Yang; Na An; Ao Kong; Shaoshan Liu; Xue (Steve) Liu (CoRR, 2023)

Teacher-Student Architecture for Knowledge Distillation: A Survey. - Chengming Hu; Xuan Li; Dan Liu; Haolun Wu; Xi Chen 009; Ju Wang 003; Xue Liu 001 (CoRR, 2023)

From Capture to Display: A Survey on Volumetric Video. - Yili Jin 001; Kaiyuan Hu; Junhua Liu; Fangxin Wang 001; Xue Liu 001 (CoRR, 2023)

Density-based User Representation through Gaussian Process Regression for Multi-interest Personalized Retrieval. - Haolun Wu; Ofer Meshi; Masrour Zoghi; Fernando Diaz 001; Xue Liu 001; Craig Boutilier; Maryam Karimzadehgan (CoRR, 2023)

Towards Automated Negative Sampling in Implicit Recommendation. - Fuyuan Lyu; Yaochen Hu 001; Xing Tang 007; Yingxue Zhang 001; Ruiming Tang; Xue Liu 001 (CoRR, 2023)

Design and Implementation of Smooth Renewable Power in Cloud Data Centers. - Xinxin Liu; Yu Hua 001; Xue Liu 001; Ling Yang; Yuanyuan Sun (IEEE Trans. Cloud Comput., 2023)

Deep Neural Forest for Out-of-Distribution Detection of Skin Lesion Images. - Xuan Li; Christian Desrosiers; Xue (Steve) Liu (IEEE J. Biomed. Health Informatics, 2023)

Dynamic Consolidation for Continual Learning. - Hang Li; Chen Ma 001; Xi Chen 009; Xue Liu 001 (Neural Comput., 2023)

Learning From FM Communications: Toward Accurate, Efficient, All-Terrain Vehicle Localization. - Xi Chen 009; Qiao Xiang; Linghe Kong; Huisan Xu; Xue Liu 001 (IEEE/ACM Trans. Netw., 2023)

Lock-Free High-performance Hashing for Persistent Memory via PM-aware Holistic Optimization. - Zhangyu Chen; Yu Hua 001; Luochangqi Ding; Bo Ding; Pengfei Zuo; Xue Liu 001 (ACM Trans. Archit. Code Optim., 2023)

Structure-aware protein self-supervised learning. - Can (sam) Chen; Jingbo Zhou; Fan Wang 021; Xue (Steve) Liu; Dejing Dou (Bioinform., 2023)

A Multi-Objective Optimization Framework for Multi-Stakeholder Fairness-Aware Recommendation. - Haolun Wu; Chen Ma 001; Bhaskar Mitra 001; Fernando Diaz 001; Xue Liu 001 (ACM Trans. Inf. Syst., 2023)

Embracing Channel Estimation in Multi-Packet Reception of ZigBee. - Zhe Wang 015; Linghe Kong; Xue Liu 001; Guihai Chen (IEEE Trans. Mob. Comput., 2023)

Reinforcement Learning-Based Adaptive Feature Boosting for Smart Grid Intrusion Detection. - Chengming Hu; Jun Yan 007; Xue Liu 001 (IEEE Trans. Smart Grid, 2023)

Variational Nested Dropout. - Yufei Cui; Yu Mao 001; Ziquan Liu; Qiao Li 001; Antoni B. Chan; Xue (Steve) Liu; Tei-Wei Kuo; Chun Jason Xue (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Distributed Pricing Strategy for Edge Computation Offloading Optimization in Autonomous Driving. - Jie Tang 003; Weilin Zhu; Xiaoming Li 010; Shaoshan Liu; Xue Liu 001 (IEEE Netw., 2023)

Blockchain-Based Federated Learning: A Systematic Survey. - Junqin Huang; Linghe Kong; Guihai Chen; Qiao Xiang; Xi Chen 009; Xue (Steve) Liu (IEEE Netw., 2023)

Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios. - Ju Wang 003; Xi Chen 009; Xue Liu 001; Gregory Dudek (ACM Trans. Sens. Networks, 2023)

Acheiving United Nations' SDG3 Through Empowering Health Artificial Intelligence on Resource-Constrained Mobile Devices Without Connectivity. - Tim Tianyi Yang; Tom Tianze Yang; Shaoshan Liu; Xue Liu 001 (SIGCAS Comput. Soc., 2023)

Keep Your Paths Free: Toward Scalable Learning-Based Traffic Engineering. - Haoyu Liu; Siyong Huang; Shaoxiang Qin; Tianyi Yang; Tianze Yang; Qiao Xiang; Xue Liu 001 (APNet, 2024)

Examining the Role of Peer Acknowledgements on Social Annotations: Unraveling the Psychological Underpinnings. - Xiaoshan Huang; Haolun Wu; Xue Liu 001; Susanne P. Lajoie (CHI, 2024)

Collaborative Performance Prediction for Large Language Models. - Qiyuan Zhang; Fuyuan Lyu; Xue Liu 001; Chen Ma 001 (EMNLP, 2024)

Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. - Chengming Hu; Haolun Wu; Xuan Li; Chen Ma 001; Xi Chen 009; Boyu Wang; Jun Yan 007; Xue Liu 001 (ICLR, 2024)

ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. - Shangyu Wu; Ying Xiong; Yufei Cui; Xue Liu 001; Buzhou Tang; Tei-Wei Kuo; Chun Jason Xue (ICLR, 2024)

Think Before You Act: Decision Transformers with Working Memory. - Jikun Kang; Romain Laroche; Xingdi Yuan; Adam Trischler; Xue Liu 001; Jie Fu 001 (ICML, 2024)

The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks. - Ziquan Liu; Yufei Cui; Yan Yan 006; Yi Xu 008; Xiangyang Ji; Xue Liu 001; Antoni B. Chan (ICML, 2024)

Incentive Temperature Control for Green Colocation Data Centers via Reinforcement Learning. - Rongrong Wang; Duc Van Le; Jikun Kang; Rui Tan 001; Xue Liu 001 (IWQoS, 2024)

Peering the Edge: Enabling Low-Latency Interdomain Edge Communication via Collaborative Transmission. - Yuxin Wang; Haoyu Liu; Haohao Song; Siyong Huang; Shaoxiang Qin; Yutong Liu; Qiao Xiang; Linghe Kong; Geng Li; Jiwu Shu; Xue Liu 001 (IWQoS, 2024)

Multi-task Conditional Attention Network for Conversion Prediction in Logistics Advertising. - Baoshen Guo; Xining Song; Shuai Wang 008; Wei Gong 001; Tian He 001; Xue Liu 001 (KDD, 2024)

HeadsetOff: Enabling Photorealistic Video Conferencing on Economical VR Headsets. - Yili Jin 001; Xize Duan; Fangxin Wang 001; Xue Liu 001 (ACM Multimedia, 2024)

Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval. - Haolun Wu; Ofer Meshi; Masrour Zoghi; Fernando Diaz 001; Xue (Steve) Liu; Craig Boutilier; Maryam Karimzadehgan (NeurIPS, 2024)

Advancing Web 3.0: Making Smart Contracts Smarter on Blockchain. - Junqin Huang; Linghe Kong; Guanjie Cheng; Qiao Xiang; Guihai Chen; Gang Huang 004; Xue Liu 001 (WWW, 2024)

AICOM-MP: an AI-based monkeypox detector for resource-constrained environments. - Tim Tianyi Yang; Tom Tianze Yang; Andrew Liu; Na An; Shaoshan Liu; Xue Liu 001 (Connect. Sci., 2024)

Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. - Shangyu Wu; Ying Xiong; Yufei Cui; Xue Liu 001; Buzhou Tang; Tei-Wei Kuo; Chun Jason Xue (CoRR, 2024)

Structured Entity Extraction Using Large Language Models. - Haolun Wu; Ye Yuan 017; Liana Mikaelyan; Alexander Meulemans; Xue Liu 001; James Hensman; Bhaskar Mitra 001 (CoRR, 2024)

ICE-SEARCH: A Language Model-Driven Feature Selection Approach. - Tom Tianze Yang; Tim Tianyi Yang; Shaoshan Liu; Fuyuan Lyu; Xue Liu 001 (CoRR, 2024)

RAEE: A Training-Free Retrieval-Augmented Early Exiting Framework for Efficient Inference. - Lianming Huang; Shangyu Wu; Yufei Cui; Ying Xiong; Xue Liu 001; Tei-Wei Kuo; Nan Guan; Chun Jason Xue (CoRR, 2024)

An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models. - Hao Zhou 013; Chengming Hu; Xue Liu 001 (CoRR, 2024)

Retrieval-Augmented Generation for Natural Language Processing: A Survey. - Shangyu Wu; Ying Xiong; Yufei Cui; Haolun Wu; Can Chen 005; Ye Yuan 017; Lianming Huang; Xue Liu 001; Tei-Wei Kuo; Nan Guan; Chun Jason Xue (CoRR, 2024)

Self-Refined Generative Foundation Models for Wireless Traffic Prediction. - Chengming Hu; Hao Zhou 013; Di Wu 044; Xi Chen 009; Jun Yan 007; Xue Liu 001 (CoRR, 2024)

Decoding SEC Actions: Enforcement Trends through Analyzing Blockchain litigation using LLM-based Thematic Factor Mapping. - Junliang Luo; Xihan Xiong; William Knottenbelt; Xue Liu 001 (CoRR, 2024)

Mixed-Precision Embeddings for Large-Scale Recommendation Models. - Shiwei Li 002; Zhuoqi Hu; Fuyuan Lyu; Xing Tang 007; Haozhao Wang; Shijie Xu; Weihong Luo; Yuhua Li 003; Xue Liu 001; Xiuqiang He 001; Ruixuan Li 001 (CoRR, 2024)

Large Language Models (LLMs) for Wireless Networks: An Overview from the Prompt Engineering Perspective. - Hao Zhou 013; Chengming Hu; Dun Yuan; Ye Yuan 017; Di Wu 044; Xi Chen 009; Hina Tabassum; Xue Liu 001 (CoRR, 2024)

GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images. - Ying Xiong; Linjing Liu; Yufei Cui; Shangyu Wu; Xue Liu 001; Antoni B. Chan; Chun Jason Xue (CoRR, 2024)

PoUDR: Proof of Unified Data Retrieval in Decentralized Storage Networks. - Zonglun Li; Shuhao Zheng; Junliang Luo; Ziyue Xin; Dun Yuan; Shang Gao 006; Sichao Yang; Bin Xiao 001; Xue (Steve) Liu (IACR Cryptol. ePrint Arch., 2024)

IDEA-DAC: Integrity-Driven Editing for Accountable Decentralized Anonymous Credentials via ZK-JSON. - Shuhao Zheng; Zonglun Li; Junliang Luo; Ziyue Xin; Xue Liu 001 (IACR Cryptol. ePrint Arch., 2024)

FedSwarm: An Adaptive Federated Learning Framework for Scalable AIoT. - Haizhou Du; Chengdong Ni; Chaoqian Cheng; Qiao Xiang; Xi Chen 009; Xue Liu 001 (IEEE Internet Things J., 2024)

Robust Guided Diffusion for Offline Black-Box Optimization. - Can Chen 005; Christopher Beckham; Zixuan Liu 001; Xue Liu 001; Christopher Pal (Trans. Mach. Learn. Res., 2024)

BlockSense: Towards Trustworthy Mobile Crowdsensing via Proof-of-Data Blockchain. - Junqin Huang; Linghe Kong; Long Cheng 005; Hong-Ning Dai; Meikang Qiu; Guihai Chen; Xue (Steve) Liu; Gang Huang 004 (IEEE Trans. Mob. Comput., 2024)

Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation. - Can Chen 005; Hao Liu 026; Zeming Liu; Xue Liu 001; Dejing Dou (Neurocomputing, 2024)

An Autocollimator Axial Measurement Method Based on the Strapdown Inertial Navigation System. - Wenjia Ma; Jianrong Li; Shaojin Liu; Yan Han; Xue Liu 001; Zhiqian Wang; Changhong Jiang (Sensors, 2024)

ArguteDUB: Deep Learning Based Distributed Uplink Beamforming in 6G-Based IoV. - Xingrui Yi; Jianqiang Li; Yutong Liu; Linghe Kong; Ying Shao; Guihai Chen; Xue Liu 001; Shahid Mumtaz; Joel J. P. C. Rodrigues (IEEE Trans. Mob. Comput., 2024)

3-D Line Matching Network Based on Matching Existence Guidance and Knowledge Distillation. - Jie Tang 003; Yong Liu; Bo Yu 014; Xue (Steve) Liu (IEEE Internet Things J., 2024)

Result Diversification in Search and Recommendation: A Survey. - Haolun Wu; Yansen Zhang; Chen Ma 001; Fuyuan Lyu; Bowei He; Bhaskar Mitra 001; Xue Liu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Privacy-Preserving Gaze-Assisted Immersive Video Streaming. - Yili Jin 001; Wenyi Morty Zhang; Zihan Xu; Fangxin Wang 001; Xue (Steve) Liu (IEEE Trans. Mob. Comput., 2024)

What Makes Teamwork Work? A Multimodal Case Study on Emotions and Diagnostic Expertise in an Intelligent Tutoring System. - Xiaoshan Huang; Haolun Wu; Xue (Steve) Liu; Susanne P. Lajoie (AIED (5), 2025)

Soteria: A Formal Digital-Twin-Enabled Framework for Safety-Assurance of Latency-Aware Cyber-Physical Systems. - Kurt M. Wilson; Abdullah Al Arafat; John Baugh; Ruozhou Yu; Xue Liu 001; Zhishan Guo (HSCC, 2025)

Toward Resilient Airdrop Mechanisms: Empirical Measurement of Hunter Profits and Airdrop Game Theory Modeling. - Junliang Luo; Hong Kang; Shuhao Zheng; Xue Liu 001 (ICBC, 2025)

Opportunity-Cost-Driven Reward Mechanisms for Crowd-Sourced Computing Platforms. - Shuhao Zheng; Ziyue Xin; Zonglun Li; Xue Liu 001 (ICBC, 2025)

ParetoFlow: Guided Flows in Multi-Objective Optimization. - Ye Yuan 017; Can Chen 005; Christopher Pal; Xue Liu 001 (ICLR, 2025)

3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery. - Xiuyuan Hu; Guoqing Liu; Can Chen 005; Yang Zhao 016; Hao Zhang 005; Xue Liu 001 (ICLR, 2025)

Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models. - Kexin Zhang 007; Fuyuan Lyu; Xing Tang 007; Dugang Liu; Chen Ma 001; Kaize Ding; Xiuqiang He 001; Xue Liu 001 (WSDM, 2025)

Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks. - Junliang Luo; Xue Liu 001 (WSDM, 2025)

CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization. - Sida Lin; Yankai Chen 001; Yiyan Qi; Chenhao Ma 001; Bokai Cao; Yifei Zhang; Xue Liu 001; Jian Guo (WWW (Companion Volume), 2025)

AIoT Smart Home via Autonomous LLM Agents. - Dmitriy Rivkin; Francois Robert Hogan; Amal Feriani; Abhisek Konar; Adam Sigal; Xue Liu 001; Gregory Dudek (IEEE Internet Things J., 2025)

Design Editing for Offline Model-based Optimization. - Ye Yuan 017; Youyuan Zhang; Can Chen 005; Haolun Wu; Melody Zixuan Li; Jianmo Li; James J. Clark; Xue Liu 001 (Trans. Mach. Learn. Res., 2025)

3D Video Conferencing via On-Hand Devices. - Yili Jin 001; Xize Duan; Kaiyuan Hu; Fangxin Wang 001; Xue Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

TransDiffSBDD: Causality-Aware Multi-Modal Structure-Based Drug Design. - Xiuyuan Hu; Guoqing Liu; Can Chen 005; Yang Zhao 016; Hao Zhang 005; Xue Liu 001 (CoRR, 2025)

Elevation-Aware Map Matching Model Leveraging Transfer Learning in Sparse Data Conditions. - Jie Tang 003; Sunjian Zheng; Bo Yu 014; Xue Liu 001 (IEEE Trans. Intell. Transp. Syst., 2025)

Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-Context Learning. - Hao Zhou 013; Chengming Hu; Dun Yuan; Ye Yuan 017; Di Wu 044; Xue Liu 001; Zhu Han 001; Jianzhong Zhang 002 (IEEE Wirel. Commun. Lett., 2025)

Hybrid LLM-DDQN-Based Joint Optimization of V2I Communication and Autonomous Driving. - Zijiang Yan; Hao Zhou 013; Hina Tabassum; Xue Liu 001 (IEEE Wirel. Commun. Lett., 2025)

A Survey on Large Language Model based Human-Agent Systems. - Henry Peng Zou; Wei-Chieh Huang; Yaozu Wu; Yankai Chen 001; Chunyu Miao; Hoang Nguyen; Yue Zhou; Weizhi Zhang 001; Liancheng Fang; Langzhou He; Yangning Li; Dongyuan Li; et al. (CoRR, 2025)

Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain. - Ye Yuan 017; Haolun Wu; Hao Zhou 013; Xue Liu 001; Hao Chen 010; Yan Xin; Jianzhong Zhang 002 (CoRR, 2025)

Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities. - Hao Zhou 013; Chengming Hu; Ye Yuan 017; Yufei Cui; Yili Jin 001; Can Chen 005; Haolun Wu; Dun Yuan; Li Jiang; Di Wu 044; Xue (Steve) Liu; Jianzhong Zhang 002; et al. (IEEE Commun. Surv. Tutorials, 2025)

Transaction Profiling and Address Role Inference in Tokenized U.S. Treasuries. - Junliang Luo; Katrin Tinn; Samuel Ferreira Duran; Di Wu 044; Xue Liu 001 (CoRR, 2025)

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever. - Yixin Chen; Ying Xiong; Shangyu Wu; Yufei Cui; Xue (Steve) Liu; Nan Guan; Chun Jason Xue (CoRR, 2025)