ML-based beamforming for follower jamming rejection in slow FH/MFSK systems. - Fangming Liu; Le Hung Nguyen; Chi Chung Ko (SIP, 2007)

An Empirical Study of Flash Crowd Dynamics in a P2P-Based Live Video Streaming System. - Bo Li 001; Gabriel Yik Keung; Susu Xie; Fangming Liu; Ye Sun; Hao Yin (GLOBECOM, 2008)

A preliminary study of information collection in a mobile sensor network. - Yueming Hu 001; Qing Li; Fangming Liu; Gabriel Yik Keung; Bo Li 001 (QSHINE, 2008)

Understanding the Roles of Servers in Large-Scale Peer-Assisted Online Storage Systems. - Fangming Liu; Ye Sun; Bo Li 001; Xinyan Zhang (ICC, 2009)

Quota: Rationing Server Resources in Peer-Assisted Online Hosting Systems. - Fangming Liu; Ye Sun; Bo Li 001; Baochun Li (ICNP, 2009)

FS2You: Peer-Assisted Semi-Persistent Online Storage at a Large Scale. - Ye Sun; Fangming Liu; Bo Li 001; Baochun Li; Xinyan Zhang (INFOCOM, 2009)

How P2P streaming systems scale over time under a flash crowd? - Fangming Liu; Bo Li 001; Lili Zhong; Baochun Li; Di Niu (IPTPS, 2009)

Peer-assisted online storage and distribution: modeling and server strategies. - Ye Sun; Fangming Liu; Bo Li 001; Baochun Li (NOSSDAV, 2009)

The Sink Node Placement and Performance Implication in Mobile Sensor Networks. - Yueming Hu 001; Yueju Xue; Qing Li; Fangming Liu; Gabriel Yik Keung; Bo Li 001 (Mob. Networks Appl., 2009)

The disparity between P2P overlays and ISP underlays: issues, existing solutions, and challenges. - Jie Dai; Fangming Liu; Bo Li 001 (IEEE Netw., 2010)

Volumetric-based detection scheme for multi-antenna FH/MFSK systems in the presence of multi-follower jamming. - Fangming Liu; C. C. Ko (Signal Process., 2010)

FS2You: Peer-Assisted Semipersistent Online Hosting at a Large Scale. - Fangming Liu; Ye Sun; Bo Li 001; Baochun Li; Xinyan Zhang (IEEE Trans. Parallel Distributed Syst., 2010)

Collaborative Caching for Video Streaming among Selfish Wireless Service Providers. - Jie Dai; Bo Li 001; Fangming Liu; Baochun Li; Jiangchuan Liu (GLOBECOM, 2011)

On the efficiency of collaborative caching in ISP-aware P2P networks. - Jie Dai; Bo Li 001; Fangming Liu; Baochun Li; Hai Jin 001 (INFOCOM, 2011)

Novasky: Cinematic-quality VoD in a P2P storage cloud. - Fangming Liu; Shijun Shen; Bo Li 001; Baochun Li; Hao Yin; Sanli Li (INFOCOM, 2011)

Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters. - Wei Deng; Fangming Liu; Hai Jin 001; Xiaofei Liao; Haikun Liu; Li Chen 019 (CloudCom, 2012)

Discovering a Large Scale Internet Topology: Complementary and Contrast View. - Hao Yin; Heungsun Chang; Fangming Liu; Tongyu Zhan; Ying Zhang; Bo Li 001 (TrustCom, 2012)

Collaborative Caching in Wireless Video Streaming Through Resource Auctions. - Jie Dai; Fangming Liu; Bo Li 001; Baochun Li; Jiangchuan Liu (IEEE J. Sel. Areas Commun., 2012)

Flash Crowd in P2P Live Streaming Systems: Fundamental Characteristics and Design Implications. - Fangming Liu; Bo Li 001; Lili Zhong; Baochun Li; Hai Jin 001; Xiaofei Liao (IEEE Trans. Parallel Distributed Syst., 2012)

Boosting MapReduce with Network-Aware Task Assignment. - Fei Xu; Fangming Liu; Dekang Zhu; Hai Jin 001 (CloudComp, 2013)

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)

Online control of datacenter power supply under uncertain demand and renewable energy. - Wei Deng; Fangming Liu; Hai Jin 001; Xiaofei Liao (ICC, 2013)

SmartDPSS: Cost-Minimizing Multi-source Power Supply for Datacenters with Arbitrary Demand. - Wei Deng; Fangming Liu; Hai Jin 001; Chuan Wu 001 (ICDCS, 2013)

Falloc: Fair network bandwidth allocation in IaaS datacenters via a bargaining game approach. - Jian Guo; Fangming Liu; Haowen Tang; Yingnan Lian; Hai Jin 001; John C. S. Lui (ICNP, 2013)

A cooperative game based allocation for sharing data center networks. - Jian Guo; Fangming Liu; Dan Zeng; John C. S. Lui; Hai Jin 001 (INFOCOM, 2013)

eTime: Energy-efficient transmission between cloud and mobile devices. - Peng Shu; Fangming Liu; Hai Jin 001; Min Chen 003; Feng Wen; Yupeng Qu; Bo Li 001 (INFOCOM, 2013)

A framework for truthful online auctions in cloud computing with heterogeneous user demands. - Hong Zhang 025; Bo Li 001; Hongbo Jiang 001; Fangming Liu; Athanasios V. Vasilakos; Jiangchuan Liu (INFOCOM, 2013)

On arbitrating the power-performance tradeoff in SaaS clouds. - Zhi Zhou 009; Fangming Liu; Hai Jin 001; Bo Li 001; Baochun Li; Hongbo Jiang 001 (INFOCOM, 2013)

Carbon-Aware Load Balancing for Geo-distributed Cloud Services. - Zhi Zhou 009; Fangming Liu; Yong Xu; Ruolan Zou; Hong Xu 001; John C. S. Lui; Hai Jin 001 (MASCOTS, 2013)

Cinematic-Quality VoD in a P2P Storage Cloud: Design, Implementation and Measurements. - Fangming Liu; Shijun Shen; Bo Li 001; Baochun Li; Hai Jin 001 (IEEE J. Sel. Areas Commun., 2013)

Cloud and data center performance [Guest Editorial]. - Bo Li 001; Baochun Li; Fangming Liu (IEEE Netw., 2013)

Peer-Assisted On-Demand Streaming: Characterizing Demands and Optimizing Supplies. - Fangming Liu; Bo Li 001; Baochun Li; Hai Jin 001 (IEEE Trans. Computers, 2013)

Gearing resource-poor mobile devices with powerful clouds: architectures, challenges, and applications. - Fangming Liu; Peng Shu; Hai Jin 001; Linjie Ding; Jie Yu; Di Niu; Bo Li 001 (IEEE Wirel. Commun., 2013)

Fuel Cell Generation in Geo-Distributed Cloud Services: A Quantitative Study. - Zhi Zhou 009; Fangming Liu; Bo Li 001; Baochun Li; Hai Jin 001; Ruolan Zou; Zhiyong Liu (ICDCS, 2014)

On efficient bandwidth allocation for traffic variability in datacenters. - Jian Guo; Fangming Liu; Xiaomeng Huang; John C. S. Lui; Mi Hu; Qiao Gao; Hai Jin 001 (INFOCOM, 2014)

Server Selection and Topology Control for Multi-Party Video Conferences. - Shuopeng Zhang; Di Niu; Yaochen Hu 001; Fangming Liu (NOSSDAV, 2014)

Multi-player gaming in public transport crowd: Opportunities and challenges. - Saumay Pushp; Chi Harold Liu; Fangming Liu; Junehwa Song (WF-IoT, 2014)

Reliability-aware server consolidation for balancing energy-lifetime tradeoff in virtualized cloud datacenters. - Wei Deng; Fangming Liu; Hai Jin 001; Xiaofei Liao; Haikun Liu (Int. J. Commun. Syst., 2014)

Harnessing renewable energy in cloud datacenters: opportunities and challenges. - Wei Deng; Fangming Liu; Hai Jin 001; Bo Li 001; Dan Li (IEEE Netw., 2014)

Building a network highway for big data: architecture and challenges. - Xiaomeng Yi; Fangming Liu; Jiangchuan Liu; Hai Jin 001 (IEEE Netw., 2014)

Managing Performance Overhead of Virtual Machines in Cloud Computing: A Survey, State of the Art, and Future Directions. - Fei Xu; Fangming Liu; Hai Jin 001; Athanasios V. Vasilakos (Proc. IEEE, 2014)

iAware: Making Live Migration of Virtual Machines Interference-Aware in the Cloud. - Fei Xu; Fangming Liu; Linghui Liu; Hai Jin 001; Bo Li 001; Baochun Li (IEEE Trans. Computers, 2014)

Cost-Effective Service Provisioning for Hybrid Cloud Applications. - Bin Luo; Yipei Niu; Fangming Liu (CollaborateCom, 2015)

Harnessing Dynamic Interests of Crowd in Chinese Online Shopping Festivals. - Linhai He; Xia Xie; Hai Jin 001; Fangming Liu; Xijiang Ke (COMPSAC, 2015)

eTrain: Making Wasted Energy Useful by Utilizing Heartbeats for Mobile Data Transmissions. - Tan Zhang; Xian Zhang; Fangming Liu; Hongkun Leng; Qian Yu; Guanfeng Liang (ICDCS, 2015)

When hybrid cloud meets flash crowd: Towards cost-effective service provisioning. - Yipei Niu; Bin Luo; Fangming Liu; Jiangchuan Liu; Bo Li 001 (INFOCOM, 2015)

When smart grid meets geo-distributed cloud: An auction approach to datacenter demand response. - Zhi Zhou 009; Fangming Liu; Zongpeng Li; Hai Jin 001 (INFOCOM, 2015)

Zero-Cost, Fine-Grained Power Monitoring of Datacenters Using Non-Intrusive Power Disaggregation. - Guoming Tang; Weixiang Jiang; Zhifeng Xu; Fangming Liu; Kui Wu 001 (Middleware, 2015)

UniDrive: Synergize Multiple Consumer Cloud Storage Services. - Haowen Tang; Fangming Liu; Guobin Shen; Yuchen Jin; Chuanxiong Guo (Middleware, 2015)

Pricing Bilateral Electricity Trade between Smart Grids and Hybrid Green Datacenters. - Zhi Zhou 009; Fangming Liu; Zongpeng Li (SIGMETRICS, 2015)

Welcome Message from the Editor-in-Chief. - Fangming Liu; Jiangchuan Liu (EAI Endorsed Trans. Collab. Comput., 2015)

Smart Sensing and Mobile Computing. - Guihai Chen; Dakshnamoorthy Manivannan; Chen Qian 001; Fangming Liu; Jinsong Han (Int. J. Distributed Sens. Networks, 2015)

AppATP: An Energy Conserving Adaptive Mobile-Cloud Transmission Protocol. - Fangming Liu; Peng Shu; John C. S. Lui (IEEE Trans. Computers, 2015)

Not All Joules are Equal: Towards Energy-Efficient and Green-Aware Data Processing Frameworks. - Zhaojie Niu; Bingsheng He; Fangming Liu (IC2E, 2016)

Flexible Instance: Meeting Deadlines of Delay Tolerant Jobs in the Cloud with Dynamic Pricing. - Xiaomeng Yi; Fangming Liu; Zongpeng Li; Hai Jin 001 (ICDCS, 2016)

Dynamic SDN controller assignment in data center networks: Stable matching with transfers. - Tao Wang 088; Fangming Liu; Jian Guo; Hong Xu 001 (INFOCOM, 2016)

On the performance of cloud storage applications with global measurement. - Guangyuan Wu; Fangming Liu; Haowen Tang; Keke Huang; Qixia Zhang; Zhenhua Li 001; Ben Y. Zhao; Hai Jin 001 (IWQoS, 2016)

Demystifying the energy efficiency of Network Function Virtualization. - Zhifeng Xu; Fangming Liu; Tao Wang 088; Hong Xu 001 (IWQoS, 2016)

Bilateral Electricity Trade Between Smart Grids and Green Datacenters: Pricing Models and Performance Evaluation. - Zhi Zhou 006; Fangming Liu; Zongpeng Li (IEEE J. Sel. Areas Commun., 2016)

Heterogeneity and Interference-Aware Virtual Machine Provisioning for Predictable Performance in the Cloud. - Fei Xu; Fangming Liu; Hai Jin 001 (IEEE Trans. Computers, 2016)

Fair Network Bandwidth Allocation in IaaS Datacenters via a Cooperative Game Approach. - Jian Guo; Fangming Liu; John C. S. Lui; Hai Jin 001 (IEEE/ACM Trans. Netw., 2016)

Carbon-Aware Online Control of Geo-Distributed Cloud Services. - Zhi Zhou 006; Fangming Liu; Ruolan Zou; Jiangchuan Liu; Hong Xu 001; Hai Jin 001 (IEEE Trans. Parallel Distributed Syst., 2016)

Aemon: Information-agnostic Mix-flow Scheduling in Data Center Networks. - Tao Wang 088; Hong Xu 001; Fangming Liu (APNet, 2017)

Energy efficiency in colocation data centers: A joint incentive mechanism approach. - Youshi Wang; Fa Zhang 001; Shaolei Ren; Fangming Liu; Rui Wang 028; Zhiyong Liu 002 (IGSC, 2017)

Virtual Machine Power Accounting with Shapley Value. - Weixiang Jiang; Fangming Liu; Guoming Tang; Kui Wu 001; Hai Jin 001 (ICDCS, 2017)

Reducing Cellular Signaling Traffic for Heartbeat Messages via Energy-Efficient D2D Forwarding. - Yanqi Jin; Fangming Liu; Xiaomeng Yi; Minghua Chen 001 (ICDCS, 2017)

Multi-resource Load Balancing for Virtual Network Functions. - Tao Wang 088; Hong Xu 001; Fangming Liu (ICDCS, 2017)

Joint Optimization of Chain Placement and Request Scheduling for Network Function Virtualization. - Qixia Zhang; Yikai Xiao; Fangming Liu; John C. S. Lui; Jian Guo; Tao Wang (ICDCS, 2017)

k-core Decomposition on Giraph and GraphChi. - Xin Hu; Fangming Liu; Venkatesh Srinivasan 001; Alex Thomo (INCoS, 2017)

Handling flash deals with soft guarantee in hybrid cloud. - Yipei Niu; Fangming Liu; Xincai Fei; Bo Li 001 (INFOCOM, 2017)

Towards load-balanced VNF assignment in geo-distributed NFV Infrastructure. - Xincai Fei; Fangming Liu; Hong Xu 001; Hai Jin 001 (IWQoS, 2017)

Pricing Intra-Datacenter Networks with Over-Committed Bandwidth Guarantee. - Jian Guo; Fangming Liu; Tao Wang; John C. S. Lui (USENIX ATC, 2017)

Computation of K-Core Decomposition on Giraph. - Alex Thomo; Fangming Liu (CoRR, 2017)

NIPD: Non-Intrusive Power Disaggregation in Legacy Datacenters. - Guoming Tang; Weixiang Jiang; Zhifeng Xu; Fangming Liu; Kui Wu 001 (IEEE Trans. Computers, 2017)

Cocoa: Dynamic Container-Based Group Buying Strategies for Cloud Computing. - Xiaomeng Yi; Fangming Liu; Di Niu; Hai Jin 001; John C. S. Lui (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017)

eBA: Efficient Bandwidth Guarantee Under Traffic Variability in Datacenters. - Fangming Liu; Jian Guo; Xiaomeng Huang; John C. S. Lui (IEEE/ACM Trans. Netw., 2017)

An Efficient Online Algorithm for Dynamic SDN Controller Assignment in Data Center Networks. - Tao Wang 088; Fangming Liu; Hong Xu 001 (IEEE/ACM Trans. Netw., 2017)

Data Driven Chiller Sequencing for Reducing HVAC Electricity Consumption in Commercial Buildings. - Zimu Zheng; Qiong Chen; Cheng Fan 002; Nan Guan; Arun Vishwanath; Dan Wang 002; Fangming Liu (e-Energy, 2018)

Non-IT Energy Accounting in Virtualized Datacenter. - Weixiang Jiang; Shaolei Ren; Fangming Liu; Hai Jin 001 (ICDCS, 2018)

DHL: Enabling Flexible Software Network Functions with FPGA Acceleration. - Xiaoyao Li; Xiuxiu Wang; Fangming Liu; Hong Xu 001 (ICDCS, 2018)

Adaptive VNF Scaling and Flow Routing with Proactive Demand Prediction. - Xincai Fei; Fangming Liu; Hong Xu 001; Hai Jin 001 (INFOCOM, 2018)

Load Balancing Across Microservices. - Yipei Niu; Fangming Liu; Zongpeng Li (INFOCOM, 2018)

Demystifying the Performance Interference of Co-Located Virtual Network Functions. - Chaobing Zeng; Fangming Liu; Shutong Chen; Weixiang Jiang; Miao Li (INFOCOM, 2018)

JouleMR: Towards Cost-Effective and Green-Aware Data Processing Frameworks. - Zhaojie Niu; Bingsheng He; Fangming Liu (IEEE Trans. Big Data, 2018)

CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting. - Shutong Chen; Zhi Zhou 006; Fangming Liu; Zongpeng Li; Shaolei Ren (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018)

Data-driven Task Allocation for Multi-task Transfer Learning on the Edge. - Qiong Chen; Zimu Zheng; Chuang Hu; Dan Wang 002; Fangming Liu (ICDCS, 2019)

Stage Delay Scheduling: Speeding up DAG-style Data Analytics Jobs with Resource Interleaving. - Wujie Shao; Fei Xu; Li Chen 019; Haoyue Zheng; Fangming Liu (ICPP, 2019)

Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training. - Haoyue Zheng; Fei Xu; Li Chen 019; Zhi Zhou 006; Fangming Liu (ICPP, 2019)

An Online Market Mechanism for Edge Emergency Demand Response via Cloudlet Control. - Shutong Chen; Lei Jiao 002; Lin Wang 015; Fangming Liu (INFOCOM, 2019)

Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing. - Bin Gao; Zhi Zhou 006; Fangming Liu; Fei Xu (INFOCOM, 2019)

Adaptive Interference-Aware VNF Placement for Service-Customized 5G Network Slices. - Qixia Zhang; Fangming Liu; Chaobing Zeng (INFOCOM, 2019)

Fine-grained warm water cooling for improving datacenter economy. - Weixiang Jiang; Ziyang Jia; Sirui Feng; Fangming Liu; Hai Jin 001 (ISCA, 2019)

NFVdeep: adaptive online service function chain deployment with deep reinforcement learning. - Yikai Xiao; Qixia Zhang; Fangming Liu; Jia Wang 009; Miao Zhao; Zhongxing Zhang; Jiaxing Zhang (IWQoS, 2019)

PostMan: Rapidly Mitigating Bursty Traffic by Offloading Packet Processing. - Panpan Jin; Jian Guo; Yikai Xiao; Rong Shi; Yipei Niu; Fangming Liu; Chen Qian 001; Yang Wang 009 (USENIX ATC, 2019)

Editorial of CCF transactions on networking: special issue on edge computing and networking. - Dan Wang 002; Fangming Liu; Wei Bao 001; Lin Wang; Jiangchuan Liu; Yuanyuan Yang 001; Weisong Shi (CCF Trans. Netw., 2019)

A market-oriented incentive mechanism for emergency demand response in colocation data centers. - Youshi Wang; Fa Zhang 001; Ce Chi; Shaolei Ren; Fangming Liu; Rui Wang 028; Zhiyong Liu 002 (Sustain. Comput. Informatics Syst., 2019)

Latency-aware VNF Chain Deployment with Efficient Resource Reuse at Network Edge. - Panpan Jin; Xincai Fei; Qixia Zhang; Fangming Liu; Bo Li 001 (INFOCOM, 2020)

Heat to Power: Thermal Energy Harvesting and Recycling for Warm Water-Cooled Datacenters. - Xinhui Zhu; Weixiang Jiang; Fangming Liu; Qixia Zhang; Li Pan; Qiong Chen; Ziyang Jia (ISCA, 2020)

Finedge: A Dynamic Cost-Efficient Edge Resource Management Platform for NFV Network. - Miao Li; Qixia Zhang; Fangming Liu (IWQoS, 2020)

FlexNFV: Flexible Network Service Chaining with Dynamic Scaling. - Xincai Fei; Fangming Liu; Hai Jin 001; Bo Li 001 (IEEE Netw., 2020)

eDirect: Energy-Efficient D2D-Assisted Relaying Framework for Cellular Signaling Reduction. - Xiaomeng Yi; Li Pan; Yanqi Jin; Fangming Liu; Minghua Chen 001 (IEEE/ACM Trans. Netw., 2020)

On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation. - Qiong Chen; Zimu Zheng; Chuang Hu; Dan Wang 002; Fangming Liu (IEEE Trans. Parallel Distributed Syst., 2020)

Errata to "On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation". - Qiong Chen; Zimu Zheng; Chuang Hu; Dan Wang 002; Fangming Liu (IEEE Trans. Parallel Distributed Syst., 2020)

A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters. - Zhi Zhou 006; Fangming Liu; Shutong Chen; Zongpeng Li (IEEE Trans. Parallel Distributed Syst., 2020)

Paving the Way for NFV Acceleration: A Taxonomy, Survey and Future Directions. - Xincai Fei; Fangming Liu; Qixia Zhang; Hai Jin 001; Hongxin Hu (ACM Comput. Surv., 2021)

Deep discriminative image feature learning for cross-modal semantics understanding. - Hong Zhang 022; Fangming Liu; Bo Li 002; Ling Zhang; Yihai Zhu; Ziwei Wang (Knowl. Based Syst., 2021)

Online Adaptive Interference-Aware VNF Deployment and Migration for 5G Network Slice. - Qixia Zhang; Fangming Liu; Chaobing Zeng (IEEE/ACM Trans. Netw., 2021)

Precise Power Capping for Latency-Sensitive Applications in Datacenter. - Song Wu 001; Yang Chen; Xinhou Wang; Hai Jin 001; Fangming Liu; Haibao Chen; Chuxiong Yan (IEEE Trans. Sustain. Comput., 2021)

CoolEdge: hotspot-relievable warm water cooling for energy-efficient edge datacenters. - Qiangyu Pei; Shutong Chen; Qixia Zhang; Xinhui Zhu; Fangming Liu; Ziyang Jia; Yishuo Wang; Yongjie Yuan (ASPLOS, 2022)

Webpage Tampering Detection Method Based on BiGRU-CRF-RCNN. - Xiangyu Fan; Jilong Yang; Wei Zhao; Jincheng Deng; Fangming Liu (CNCERT, 2022)

Anomaly Detection of E-commerce Econnoisseur Based on User Behavior. - Yangyu Long; Wei Zhao; Jilong Yang; Jincheng Deng; Fangming Liu (CNCERT, 2022)

Optimal Admission Control Mechanism Design for Time-Sensitive Services in Edge Computing. - Shutong Chen; Lin Wang 015; Fangming Liu (INFOCOM, 2022)

Retention-Aware Container Caching for Serverless Edge Computing. - Li Pan; Lin Wang 015; Shutong Chen; Fangming Liu (INFOCOM, 2022)

StepConf: SLO-Aware Dynamic Resource Configuration for Serverless Function Workflows. - Zhaojie Wen; Yishuo Wang; Fangming Liu (INFOCOM, 2022)

A Multi-Sensory Guidance System for the Visually Impaired Using YOLO and ORB-SLAM. - Zaipeng Xie; Zhaobin Li; Yida Zhang; Jianan Zhang; Fangming Liu; Wei Chen (Inf., 2022)

λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures. - Fei Xu; Yiling Qin; Li Chen 019; Zhi Zhou 006; Fangming Liu (IEEE Trans. Computers, 2022)

MarVeLScaler: A Multi-View Learning-Based Auto-Scaling System for MapReduce. - Yi Li; Fangming Liu; Qiong Chen; Yibing Sheng; Miao Zhao; Jianping Wang 001 (IEEE Trans. Cloud Comput., 2022)

When FPGA Meets Cloud: A First Look at Performance. - Xiuxiu Wang; Yipei Niu; Fangming Liu; Zichen Xu 001 (IEEE Trans. Cloud Comput., 2022)

An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing. - Bin Gao; Zhi Zhou 006; Fangming Liu; Fei Xu; Bo Li 001 (IEEE Trans. Mob. Comput., 2022)

EdgeDR: An Online Mechanism Design for Demand Response in Edge Clouds. - Shutong Chen; Lei Jiao 002; Fangming Liu; Lin Wang 015 (IEEE Trans. Parallel Distributed Syst., 2022)

PostMan: Rapidly Mitigating Bursty Traffic via On-Demand Offloading of Packet Processing. - Yipei Niu; Panpan Jin; Jian Guo; Yikai Xiao; Rong Shi; Fangming Liu; Chen Qian 001; Yang Wang 009 (IEEE Trans. Parallel Distributed Syst., 2022)

HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge. - Jing Wu 024; Lin Wang 015; Qiangyu Pei; Xingqi Cui; Fangming Liu; Tingting Yang 001 (IEEE Trans. Parallel Distributed Syst., 2022)

An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings. - Zimu Zheng; Qiong Chen; Cheng Fan 002; Nan Guan; Arun Vishwanath; Dan Wang 002; Fangming Liu (IEEE Trans. Sustain. Comput., 2022)

AsyFunc: A High-Performance and Resource-Efficient Serverless Inference System via Asymmetric Functions. - Qiangyu Pei; Yongjie Yuan; Haichuan Hu; Qiong Chen; Fangming Liu (SoCC, 2023)

New Problems in Active Sampling for Mobile Robotic Online Learning. - Xiuxian Guan; Junming Wang 001; Zekai Sun; Zongyuan Zhang; Tianyang Duan; Shengliang Deng; Fangming Liu; Heming Cui (COMPSAC, 2023)

Fast and Scalable Gate-Level Simulation in Massively Parallel Systems. - Haichuan Hu; Zichen Xu 001; Yuhao Wang 001; Fangming Liu (ICCAD, 2023)

Two-Stage Coded Distributed Learning: A Dynamic Partial Gradient Coding Perspective. - Xinghan Wang; Xiaoxiong Zhong; Jiahong Ning; Tingting Yang 001; Yuanyuan Yang 001; Guoming Tang; Fangming Liu (ICDCS, 2023)

spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud. - Ruitao Shang; Fei Xu; Zhuoyan Bai; Li Chen 019; Zhi Zhou 006; Fangming Liu (IWQoS, 2023)

When the Metaverse Meets Carbon Neutrality: Ongoing Efforts and Directions. - Fangming Liu; Qiangyu Pei; Shutong Chen; Yongjie Yuan; Lin Wang 015; Max Mühlhäuser (CoRR, 2023)

Graft: Efficient Inference Serving for Hybrid Deep Learning with SLO Guarantees via DNN Re-alignment. - Jing Wu; Lin Wang; Qirui Jin; Fangming Liu (CoRR, 2023)

iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. - Fei Xu; Jianian Xu; Jiabin Chen; Li Chen 019; Ruitao Shang; Zhi Zhou 006; Fangming Liu (IEEE Trans. Parallel Distributed Syst., 2023)

Online MEC Offloading for V2V Networks. - Fangming Liu; Jian Chen; Qixia Zhang; Bo Li 001 (IEEE Trans. Mob. Comput., 2023)

Integrated Communication and Computing Maritime Networks Design for Green Metaverse. - Tingting Yang 001; Zhengqi Cui; Chenghui Peng; Jianjun Wu; Fangming Liu; Yang Yang 001 (IEEE Wirel. Commun., 2023)

New Problems in Distributed Inference for DNN Models on Robotic IoT. - Zekai Sun; Xiuxian Guan; Junming Wang 001; Fangming Liu; Heming Cui (ApPLIED@PODC, 2024)

InferCool: Enhancing AI Inference Cooling through Transparent, Non-Intrusive Task Reassignment. - Qiangyu Pei; Lin Wang 015; Dong Zhang; Bingheng Yan; Chen Yu 003; Fangming Liu (SoCC, 2024)

TrimCaching: Parameter-Sharing AI Model Caching in Wireless Edge Networks. - Guanqiao Qu; Zheng Lin 001; Fangming Liu; Xianhao Chen; Kaibin Huang (ICDCS, 2024)

X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. - Dou Feng; Lin Wang 015; Shutong Chen; Lingching Tung; Fangming Liu (INFOCOM, 2024)

HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. - Jiabin Chen; Fei Xu; Yikun Gu; Li Chen 019; Fangming Liu; Zhi Zhou 006 (IWQoS, 2024)

An MTD-driven Hybrid Defense Method Against DDoS Based on Markov Game in Multi-controller SDN-enabled IoT Networks. - Yuming Feng 002; Weizhe Zhang; Zijun Feng; Xiaoxiong Zhong; Fangming Liu (IWQoS, 2024)

YuanRong: A Production General-purpose Serverless System for Distributed Applications in the Cloud. - Qiong Chen; Jianmin Qian; Yulin Che; Ziqi Lin; Jianfeng Wang; Jie Zhou; Licheng Song; Yi Liang; Jie Wu 042; Wei Zheng; Wei Liu 248; Linfeng Li; et al. (SIGCOMM, 2024)

mmHPE: Human Pose Estimation Based on Point Cloud from Millimeter-wave Radar. - Jiale Lai; Jiake Tian; Yi Zou; Xianfeng Song; Fangming Liu; Dacheng Li (SMC, 2024)

λGrapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. - Haichuan Hu; Fangming Liu; Qiangyu Pei; Yongjie Yuan; Zichen Xu 001; Lin Wang 015 (WWW, 2024)

TrimCaching: Parameter-sharing Edge Caching for AI Model Downloading. - Guanqiao Qu; Zheng Lin 001; Qian Chen; Jian Li 031; Fangming Liu; Xianhao Chen; Kaibin Huang (CoRR, 2024)

Hybrid-Parallel: Achieving High Performance and Energy Efficient Distributed Inference on Robots. - Zekai Sun; Xiuxian Guan; Junming Wang 001; Haoze Song; Yuhao Qing; Tianxiang Shen; Dong Huang 005; Fangming Liu; Heming Cui (CoRR, 2024)

Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling. - Xinyi Zhang; Hanyu Zhao; Wencong Xiao; Xianyan Jia; Fei Xu; Yong Li 045; Wei Lin 016; Fangming Liu (CoRR, 2024)

OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model. - Junming Wang 001; Dong Huang 005; Xiuxian Guan; Zekai Sun; Tianxiang Shen; Fangming Liu; Heming Cui (CoRR, 2024)

Small Language Models: Survey, Measurements, and Insights. - Zhenyan Lu; Xiang Li 067; Dongqi Cai 001; Rongjie Yi; Fangming Liu; Xiwen Zhang; Nicholas D. Lane; Mengwei Xu 001 (CoRR, 2024)

ComboFunc: Joint Resource Combination and Container Placement for Serverless Function Scaling With Heterogeneous Container. - Zhaojie Wen; Qiong Chen; Quanfeng Deng; Yipei Niu; Zhen Song; Fangming Liu (IEEE Trans. Parallel Distributed Syst., 2024)

Tetris: Proactive Container Scheduling for Long-Term Load Balancing in Shared Clusters. - Fei Xu; Xiyue Shen; Shuohao Lin; Li Chen 019; Zhi Zhou 006; Fen Xiao; Fangming Liu (IEEE Trans. Serv. Comput., 2024)

Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal. - Fangming Liu; Yipei Niu (IEEE Trans. Parallel Distributed Syst., 2024)

Graft: Efficient Inference Serving for Hybrid Deep Learning With SLO Guarantees via DNN Re-Alignment. - Jing Wu 024; Lin Wang 015; Qirui Jin; Fangming Liu (IEEE Trans. Parallel Distributed Syst., 2024)

Joint Optimization of Parallelism and Resource Configuration for Serverless Function Steps. - Zhaojie Wen; Qiong Chen; Yipei Niu; Zhen Song; Quanfeng Deng; Fangming Liu (IEEE Trans. Parallel Distributed Syst., 2024)

DyLaClass: Dynamic Labeling Based Classification for Optimal Sparse Matrix Format Selection in Accelerating SpMV. - Zheng Shi; Yi Zou; Xianfeng Song; Shupeng Li; Fangming Liu; Quan Xue (IEEE Trans. Parallel Distributed Syst., 2024)

HE-Nav: A High-Performance and Efficient Navigation System for Aerial-Ground Robots in Cluttered Environments. - Junming Wang 001; Zekai Sun; Xiuxian Guan; Tianxiang Shen; Dong Huang 005; Zongyuan Zhang; Tianyang Duan; Fangming Liu; Heming Cui (IEEE Robotics Autom. Lett., 2024)

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering. - Yifan Lu; Yigeng Zhou; Jing Li 034; Yequan Wang; Xuebo Liu 002; Daojing He; Fangming Liu; Min Zhang 005 (AAAI, 2025)

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling. - Junlin Li; Guodong Du 002; Jing Li 034; Sim Kuan Goh; Wenya Wang; Yequan Wang; Fangming Liu; Ho-Kin Tang; Saleh Alharbi; Daojing He; Min Zhang 005 (ACL (1), 2025)

Learning to Generate Structured Output with Schema Reinforcement Learning. - Yaxi Lu; Haolun Li 003; Xin Cong; Zhong Zhang 004; Yesai Wu; Yankai Lin 001; Zhiyuan Liu 001; Fangming Liu; Maosong Sun 001 (ACL (1), 2025)

Demystifying Small Language Models for Edge Deployment. - Zhenyan Lu; Xiang Li 067; Dongqi Cai 001; Rongjie Yi; Fangming Liu; Wei Liu 061; Jian Luan 001; Xiwen Zhang; Nicholas D. Lane; Mengwei Xu 001 (ACL (1), 2025)

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing. - Yifan Lu; Jing Li 034; Yigeng Zhou; Yihui Zhang; Wenya Wang; Xiucheng Li; Meishan Zhang; Fangming Liu; Jun Yu 002; Min Zhang 005 (ACL (Findings), 2025)

Safety Alignment via Constrained Knowledge Unlearning. - Zesheng Shi; Yucheng Zhou 001; Jing Li 034; Yuxin Jin; Yu Li 007; Daojing He; Fangming Liu; Saleh Alharbi; Jun Yu 002; Min Zhang 005 (ACL (1), 2025)

Reflection on Knowledge Graph for Large Language Models Reasoning. - Yigeng Zhou; Wu Li; Yifan Lu; Jing Li 034; Fangming Liu; Meishan Zhang; Yequan Wang; Daojing He; Honghai Liu 001; Min Zhang 005 (ACL (Findings), 2025)

Impromptu Cybercrime Euphemism Detection. - Xiang Li 001; Yucheng Zhou 001; Laiping Zhao; Jing Li 034; Fangming Liu (COLING, 2025)

Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed Response of Mobile Devices. - Changlong Li 006; Zongwei Zhu; Chao Wang 003; Fangming Liu; Fei Xu; Edwin H.-M. Sha; Xuehai Zhou (FAST, 2025)

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. - Yaxi Lu; Shenzhi Yang; Cheng Qian 008; Guirong Chen; Qinyu Luo; Yesai Wu; Huadong Wang; Xin Cong; Zhong Zhang 004; Yankai Lin 001; Weiwen Liu; Yasheng Wang; et al. (ICLR, 2025)

Towards Federated Inference: An Online Model Ensemble Framework for Cooperative Edge AI. - Zhi Zhou 006; Jiajie Xie; Mengke Huang; Tao Ouyang; Fangming Liu; Xu Chen 004 (INFOCOM, 2025)

Espresso: Cost-Efficient Large Model Training by Exploiting GPU Heterogeneity in the Cloud. - Qiannan Zhou; Fei Xu; Lingxuan Weng; Ruixing Li; Xudong Wu; Li Chen; Zhi Zhou; Fangming Liu (INFOCOM, 2025)

It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation. - Jing Wu 024; Lin Wang 015; Quanfeng Deng; Chen Yu 003; Dong Zhang; Bingheng Yan; Fangming Liu (IPDPS, 2025)

Microns: Connection Subsetting for Microservices in Shared Clusters. - Jianxiong Liao; Juntao Li 002; Zhi Zhou 006; Fei Xu; Fangming Liu; Xu Chen 004 (SIGMETRICS (Abstracts), 2025)

A comparative measurement study of cross-layer 5G performance under different mobility scenarios. - Jiahai Hu; Lin Wang; Jing Wu; Qiangyu Pei; Fangming Liu; Bo Li (Comput. Networks, 2025)

Toward Transformer-compatible multivariate time series learning via visibility graph-based structural encoding. - Ting Chen 009; Xinyue Ren; Jinzhou Lai; Hongming Tan; Fangming Liu; Wai Kin Victor Chan (Knowl. Based Syst., 2025)

Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters. - Qiangyu Pei; Yongjie Yuan; Haichuan Hu; Lin Wang 015; Dong Zhang; Bingheng Yan; Chen Yu 003; Fangming Liu (IEEE Trans. Sustain. Comput., 2025)

Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things. - Heqiang Wang; Xiaoxiong Zhong; Kang Liu; Fangming Liu; Weizhe Zhang (CoRR, 2025)

Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. - Aodong Chen; Fei Xu; Li Han 001; Yuan Dong; Li Chen 019; Zhi Zhou 006; Fangming Liu (IEEE Trans. Computers, 2025)

It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation. - Jing Wu; Lin Wang; Quanfeng Deng; Chen Yu; Dong Zhang; Bingheng Yan; Fangming Liu (CoRR, 2025)

OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robots in Dynamic Environments via State Space Model. - Junming Wang 001; Xiuxian Guan; Zekai Sun; Tianxiang Shen; Dong Huang 005; Fangming Liu; Heming Cui (IEEE Robotics Autom. Lett., 2025)

Can the capability of Large Language Models be described by human ability? A Meta Study. - Mingrui Zan; Yunquan Zhang; Boyang Zhang; Fangming Liu; Daning Cheng (CoRR, 2025)

mmDigit: A Real-Time Digit Recognition Framework in Air-Writing Using FMCW Radar. - Jiake Tian; Yi Zou; Jiale Lai; Fangming Liu (IEEE Internet Things J., 2025)

Multimodal Online Federated Learning with Modality Missing in Internet of Things. - Heqiang Wang; Xiang Liu; Xiaoxiong Zhong; Lixing Chen; Fangming Liu; Weizhe Zhang (CoRR, 2025)

Knowledge Grafting of Large Language Models. - Guodong Du 002; Xuanning Zhou; Junlin Li; Zhuo Li; Zesheng Shi; Wanyu Lin; Ho-Kin Tang; Xiucheng Li; Fangming Liu; Wenya Wang; Min Zhang 005; Jing Li 034 (CoRR, 2025)

Multi-objective Large Language Model Alignment with Hierarchical Experts. - Zhuo Li; Guodong Du 002; Weiyang Guo; Yigeng Zhou; Xiucheng Li; Wenya Wang; Fangming Liu; Yequan Wang; Deheng Ye; Min Zhang 005; Jing Li 034 (CoRR, 2025)

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT. - Zhuobai Dong; Junchao Yi; Ziyuan Zheng; Haochen Han; Xiangxi Zheng; Alex Jinpeng Wang; Fangming Liu; Linjie Li (CoRR, 2025)

Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning. - Weiyang Guo; Zesheng Shi; Zhuo Li; Yequan Wang; Xuebo Liu 002; Wenya Wang; Fangming Liu; Min Zhang 005; Jing Li 034 (CoRR, 2025)

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs. - Zhenyan Lu; Daliang Xu; Dongqi Cai 001; Zexi Li 001; Wei Liu 061; Fangming Liu; Shangguang Wang; Mengwei Xu 001 (CoRR, 2025)

Unlearning the Noisy Correspondence Makes CLIP More Robust. - Haochen Han; Alex Jinpeng Wang; Peijun Ye 002; Fangming Liu (CoRR, 2025)

Intra-DP: A High Performance Collaborative Inference System for Mobile Edge Computing. - Zekai Sun; Xiuxian Guan; Zheng Lin 001; Zihan Fang; Xiangming Cai; Zhe Chen 015; Fangming Liu; Heming Cui; Jie Xiong 001; Wei Ni 001; Chau Yuen (CoRR, 2025)

Negation-Aware Test-Time Adaptation for Vision-Language Models. - Haochen Han; Alex Jinpeng Wang; Fangming Liu (CoRR, 2025)

RRTO: A High-Performance Transparent Offloading System for Model Inference in Mobile Edge Computing. - Zekai Sun; Xiuxian Guan; Zheng Lin 001; Yuhao Qing; Haoze Song; Zihan Fang; Zhe Chen 015; Fangming Liu; Heming Cui; Wei Ni 001; Jun Luo 001 (CoRR, 2025)

Mitigating Modality Quantity and Quality Imbalance in Multimodal Online Federated Learning. - Heqiang Wang; Weihong Yang; Xiaoxiong Zhong; Jia Zhou 003; Fangming Liu; Weizhe Zhang (CoRR, 2025)

RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging. - Bowen Wang; Haiyuan Wan; Liwen Shi; Chen Yang; Peng He; Yue Ma; Haochen Han; Wenhao Li; Tiao Tan; Yongjian Li; Fangming Liu; Yifan Gong 010; et al. (CoRR, 2025)

DeVA: An Edge-Assisted Video Analytics Framework for Depth Estimation. - Shutong Chen; Jingwen Yin; Ruichao Zhong; Fangming Liu (IEEE Trans. Mob. Comput., 2025)