Ultra-reliable communication over unreliable optical networks via lightpath diversity: system characterization and optimization. - Yonggang Wen 001; Vincent W. S. Chan (GLOBECOM, 2003)

Ultrareliable communication over vulnerable optical networks via lightpath diversity: receiver architectures and performance. - Yonggang Wen 001; Vincent W. S. Chan (ICC, 2004)

Network monitoring in multicast networks using network coding. - Tracey Ho; Ben Leong; Yu-Han Chang; Yonggang Wen 001; Ralf Kötter (ISIT, 2005)

Extreme power dispersion profiles for Nakagami-m fading channels with maximal-ratio diversity. - Moe Z. Win; Yonggang Wen 001 (IEEE Commun. Lett., 2005)

Ultra-Reliable Communication Over Vulnerable All-Optical Networks Via Lightpath Diversity. - Yonggang Wen 001; Vincent W. S. Chan (IEEE J. Sel. Areas Commun., 2005)

Efficient Fault Detection and Localization for All-Optical Networks. - Yonggang Wen 001; Vincent W. S. Chan; Lizhong Zheng (GLOBECOM, 2006)

Efficient fault diagnosis for all-optical networks: an information theoretic approach. - Yonggang Wen 001; Vincent W. S. Chan; Lizhong Zheng (ISIT, 2006)

Non-Adaptive Fault Diagnosis for All-Optical Networks via Combinatorial Group Testing on Graphs. - Nicholas J. A. Harvey; Mihai Patrascu; Yonggang Wen 001; Sergey Yekhanin; Vincent W. S. Chan (INFOCOM, 2007)

On Minimum-Delay Data Block Transport over Two-Connected Mesh Networks. - Yonggang Wen 001; Jun Sun 007 (WCNC, 2007)

Cost-Efficient Transmitter/Receiver Deployment for Proactive Fault Diagnosis in All-Optical Networks. - Yonggang Wen 001; Vincent W. S. Chan; Eric A. Swanson (ICC, 2008)

Optimizing Joint Erasure- and Error-Correction Coding for Wireless Packet Transmissions. - Christian R. Berger; Shengli Zhou; Yonggang Wen 001; Peter Willett 001; Krishna R. Pattipati (IEEE Trans. Wirel. Commun., 2008)

Scalable fault management architecture for dynamic optical networks: an information-theoretic approach. - Yonggang Wen 001 (2008)

Designing an inter-cloud messaging protocol for content distribution as a service (CoDaaS) over future internet. - Yonggang Wen 001; Guangyu Shi; Guoqiang Wang 001 (CFI, 2011)

Lightweight packet scheduling algorithms for content uploading from mobile devices to media cloud. - Yonggang Wen 001; Ge Zhang; Xiaoqing Zhu (GLOBECOM Workshops, 2011)

Towards name-based trust and security for content-centric network. - Xinwen Zhang; Katharine Chang; Huijun Xiong; Yonggang Wen 001; Guangyu Shi; Guoqiang Wang 001 (ICNP, 2011)

Complexity-rate-distortion evaluation of video encoding for cloud media computing. - Ming Yang 018; Jianfei Cai 001; Yonggang Wen 001; Chuan Heng Foh (ICON, 2011)

The last minute: Efficient Data Evacuation strategy for sensor networks in post-disaster applications. - Ming Liu 002; Haigang Gong; Yonggang Wen 001; Guihai Chen; Jiannong Cao 001 (INFOCOM, 2011)

On file-based content distribution over wireless networks via multiple paths: Coding and delay trade-off. - Jun Sun 007; Yonggang Wen 001; Lizhong Zheng (INFOCOM, 2011)

Buffer and Switch: An Efficient Road-to-Road Routing Scheme for VANETs. - Chao Song 002; Ming Liu 002; Yonggang Wen 001; Jiannong Cao 001; Guihai Chen (MSN, 2011)

On file delay minimization for content uploading to media cloud via collaborative wireless network. - Ge Zhang; Yonggang Wen 001; Jiang Zhu; Qinghua Chen (WCSP, 2011)

On P2P mechanisms for VM image distribution in cloud data centers: Modeling, analysis and improvement. - Di Wu 001; Yupeng Zeng; Jian He; Yi Liang; Yonggang Wen 001 (CloudCom, 2012)

Towards end-to-end secure content storage and delivery with public cloud. - Huijun Xiong; Xinwen Zhang; Danfeng Yao; Xiaoxin Wu 001; Yonggang Wen 001 (CODASPY, 2012)

Applied Lightweight Parallel Multi-Appliance Recognition on Smart Meter. - Chin-Feng Lai; Man Lin; Yonggang Wen 001; Yi-Wei Ma; Jiann-Liang Chen (CSE, 2012)

Energy optimizations for data center network: Formulation and its solution. - Shuo Fang; Hui Li; Chuan Heng Foh; Yonggang Wen 001; Khin Mi Mi Aung (GLOBECOM, 2012)

Content routing and lookup schemes using global bloom filter for content-delivery-as-a-service. - Yichao Jin; Yonggang Wen 001 (GLOBECOM, 2012)

Optimizing content retrieval delay for LT-based distributed cloud storage systems. - Haifeng Lu; Chuan Heng Foh; Yonggang Wen 001; Jianfei Cai 001 (GLOBECOM, 2012)

QoE-driven cache management for HTTP adaptive bit rate (ABR) streaming over wireless networks. - Weiwen Zhang; Yonggang Wen 001; Zhenzhong Chen; Ashish Khisti (GLOBECOM, 2012)

Energy minimization via dynamic voltage scaling for real-time video encoding on mobile devices. - Ming Yang 018; Yonggang Wen 001; Jianfei Cai 001; Chuan Heng Foh (ICC, 2012)

CoDaaS: An experimental cloud-centric content delivery platform for user-generated contents. - Yichao Jin; Yonggang Wen 001; Guangyu Shi; Guoqiang Wang 001; Athanasios V. Vasilakos (ICNC, 2012)

Energy efficiency and server virtualization in data centers: An empirical investigation. - Yichao Jin; Yonggang Wen 001; Qinghua Chen (INFOCOM Workshops, 2012)

Energy-optimal mobile application execution: Taming resource-poor mobile devices with cloud clones. - Yonggang Wen 001; Weiwen Zhang; Haiyun Luo (INFOCOM, 2012)

Credit routing for source-location privacy protection in wireless sensor networks. - Zongqing Lu 002; Yonggang Wen 001 (MASS, 2012)

Towards the traffic hole problem in VANETs. - Chao Song 002; Ming Liu 002; Yonggang Wen 001; Guihai Chen; Jiannong Cao 001 (VANET@MOBICOM, 2012)

Distributed and Asynchronous Solution to Operator Placement in Large Wireless Sensor Networks. - Zongqing Lu 002; Yonggang Wen 001 (MSN, 2012)

IPAD: Intelligent Parking-Assisted Ads Dissemination over Urban VANETs. - Hui Zhao; Haigang Gong; Ke Liu; Ming Liu 002; Yonggang Wen 001 (MSN, 2012)

Private data deduplication protocols in cloud storage. - Wee Keong Ng; Yonggang Wen 001; Huafei Zhu (SAC, 2012)

Socially-responsible load scheduling algorithms for sustainable data centers over smart grid. - Jian He; Xiang Deng; Dan Wu; Yonggang Wen 001; Di Wu 001 (SmartGridComm, 2012)

Depth-color based 3D image transmission over wireless networks with QoE provisions. - Zhe Song; Honggang Wang 001; Yonggang Wen 001; Dalei Wu; Ken C. K. Lee (Comput. Commun., 2012)

Cloud robotics: architecture, challenges and applications. - Guoqiang Hu 001; Wee-Peng Tay; Yonggang Wen 001 (IEEE Netw., 2012)

Revenue-driven virtual network embedding based on global resource information. - Long Gong; Yonggang Wen 001; Zuqing Zhu; Tony Lee (GLOBECOM, 2013)

Power-efficient collaborative distribution of social videos over wireless community cloud. - Jian He; Yonggang Wen 001; Di Wu 001 (GLOBECOM, 2013)

Minimizing monetary cost via cloud clone migration in multi-screen cloud social TV system. - Yichao Jin; Yonggang Wen 001; Han Hu 003 (GLOBECOM, 2013)

Toward Optimal Additive Noise Distribution for Privacy Protection in Mobile Statistics Aggregation. - Hao Zhang 016; Yonggang Wen 001; Honggang Hu; Nenghai Yu (GreenCom/iThings/CPScom, 2013)

Dynamic transparent virtual network embedding over elastic optical infrastructures. - Long Gong; Wenwen Zhao; Yonggang Wen 001; Zuqing Zhu (ICC, 2013)

Near-optimal packet allocation algorithm for content uploading to media cloud via collaborative wireless network. - Ge Zhang; Yonggang Wen 001; Yew-Soon Ong (ICNC, 2013)

Coordinating In-Network Caching in Content-Centric Networks: Model and Analysis. - Yanhua Li; Haiyong Xie 001; Yonggang Wen 001; Zhi-Li Zhang (ICDCS, 2013)

Toward monetary cost effective content placement in cloud centric media network. - Yichao Jin; Yonggang Wen 001; Kyle Guan; Daniel C. Kilper; Haiyong Xie 001 (ICME, 2013)

vRGW: Towards network function virtualization enabled by software defined networking. - Haiyong Xie 001; Yanhua Li; Jin Wang; Diego R. López; Tina Tsou; Yonggang Wen 001 (ICNP, 2013)

Energy-efficient scheduling policy for collaborative execution in mobile cloud computing. - Weiwen Zhang; Yonggang Wen 001; Dapeng Oliver Wu (INFOCOM, 2013)

Mobile media communication, processing, and analysis: A review of recent advances. - Wen Gao 001; Ling-Yu Duan; Jun Sun 007; Junsong Yuan 001; Yonggang Wen 001; Yap-Peng Tan; Jianfei Cai 001; Alex C. Kot (ISCAS, 2013)

Inter-screen interaction for session recognition and transfer based on cloud centric media network. - Yichao Jin; Xiao Liu; Yonggang Wen 001; Jianfei Cai 001 (ISCAS, 2013)

Multi-screen cloud social TV: transforming TV experience into 21st century. - Yichao Jin; Tian Xie; Yonggang Wen 001; Haiyong Xie 001 (ACM Multimedia, 2013)

Multi-screen social TV over cloud-centric media platform. - Xiang Li; Tian Xie; Yonggang Wen 001 (MobiSys, 2013)

Community detection in weighted networks: Algorithms and applications. - Zongqing Lu 002; Yonggang Wen 001; Guohong Cao (PerCom, 2013)

Cloud3DView: an interactive tool for cloud data center operations. - Jianxiong Yin; Peng Sun 006; Yonggang Wen 001; Haigang Gong; Ming Liu 002; Xuelong Li 001; Haipeng You; Jinqi Gao; Cynthia Lin (SIGCOMM, 2013)

An Empirical Investigation of the Impact of Server Virtualization on Energy Efficiency for Green Data Center. - Yichao Jin; Yonggang Wen 001; Qinghua Chen; Zuqing Zhu (Comput. J., 2013)

Energy-efficient wideband cable access networks in future smart cities. - Zuqing Zhu; Ping Lu 001; Joel J. P. C. Rodrigues; Yonggang Wen 001 (IEEE Commun. Mag., 2013)

An Efficient Data Evacuation Strategy for Sensor Networks in Postdisaster Applications. - Ming Liu 002; Bang Liu; Yonggang Wen 001 (Int. J. Distributed Sens. Networks, 2013)

Ubiquitous Sensing: Services and Applications. - Ming Liu 002; Yonggang Wen 001; Guihai Chen; Chao Song 002 (Int. J. Distributed Sens. Networks, 2013)

Toward Efficient Distributed Algorithms for In-Network Binary Operator Tree Placement in Wireless Sensor Networks. - Zongqing Lu 002; Yonggang Wen 001; Rui Fan 004; Su-Lim Tan; Jit Biswas (IEEE J. Sel. Areas Commun., 2013)

Enabling technologies for future data center networking: a primer. - Min Chen 003; Hai Jin 001; Yonggang Wen 001; Victor C. M. Leung (IEEE Netw., 2013)

Toward a unified elastic computing platform for smartphones with cloud support. - Weiwen Zhang; Yonggang Wen 001; Jun Wu 006; Hui Li (IEEE Netw., 2013)

Toward Optimal Deployment of Cloud-Assisted Video Distribution Services. - Jian He; Di Wu 001; Yupeng Zeng; Xiaojun Hei; Yonggang Wen 001 (IEEE Trans. Circuits Syst. Video Technol., 2013)

Guest Editorial - Special section on cloud-based mobile media: Infrastructure, services, and applications. - Chang Wen Chen; Xiaoqing Zhu; Yonggang Wen 001; Joel J. P. C. Rodrigues (IEEE Trans. Multim., 2013)

QoE-Driven Cache Management for HTTP Adaptive Bit Rate Streaming Over Wireless Networks. - Weiwen Zhang; Yonggang Wen 001; Zhenzhong Chen; Ashish Khisti (IEEE Trans. Multim., 2013)

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. - Yong Luo 002; Dacheng Tao; Chang Xu 002; Chao Xu 006; Hong Liu 008; Yonggang Wen 001 (IEEE Trans. Neural Networks Learn. Syst., 2013)

Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel. - Weiwen Zhang; Yonggang Wen 001; Kyle Guan; Daniel C. Kilper; Haiyun Luo; Dapeng Oliver Wu (IEEE Trans. Wirel. Commun., 2013)

Resource Allocation with Incomplete Information for QoE-Driven Multimedia Communications. - Liang Zhou 002; Zhen Yang 001; Yonggang Wen 001; Haohong Wang; Mohsen Guizani (IEEE Trans. Wirel. Commun., 2013)

Mobile cloud computing [Guest Editorial]. - Victor C. M. Leung; Yonggang Wen 001; Min Chen 003; Chunming Rong (IEEE Wirel. Commun., 2013)

Distributed Hash Table - Theory, Platforms and Applications. - Hao Zhang 016; Yonggang Wen 001; Haiyong Xie 001; Nenghai Yu (Springer, 2013)

Virt Cache: Managing Virtual Disk Performance Variation in Distributed File Systems for the Cloud. - Rajesh Vellore Arumugam; Quanqing Xu; Haixiang Shi; Qingchao Cai; Yonggang Wen 001 (CloudCom, 2014)

Enhancing user experience for multi-screen social TV streaming over wireless networks. - Huazi Zhang; Yichao Jin; Weiwen Zhang; Yonggang Wen 001 (GLOBECOM Workshops, 2014)

Joint virtual machine and bandwidth allocation in software defined network (SDN) and cloud computing environments. - Jonathan Chase; Rakpong Kaewpuang; Yonggang Wen 001; Dusit Niyato (ICC, 2014)

Cost optimal video transcoding in media cloud: Insights from user viewing pattern. - Guanyu Gao; Weiwen Zhang; Yonggang Wen 001; Zhi Wang 001; Wenwu Zhu 001; Yap-Peng Tan (ICME, 2014)

Community based effective social video contents placement in cloud centric CDN network. - Han Hu 003; Yonggang Wen 001; Tat-Seng Chua; Zhi Wang 001; Jian Huang; Wenwu Zhu 001; Di Wu 001 (ICME, 2014)

Toward profit-seeking virtual network embedding algorithm via global resource capacity. - Long Gong; Yonggang Wen 001; Zuqing Zhu; Tony Lee (INFOCOM, 2014)

Information diffusion in mobile social networks: The speed perspective. - Zongqing Lu 002; Yonggang Wen 001; Guohong Cao (INFOCOM, 2014)

PAINT: Partial in-network transcoding for adaptive streaming in information centric network. - Yichao Jin; Yonggang Wen 001 (IWQoS, 2014)

Social TV analytics: a novel paradigm to transform TV watching experience. - Han Hu 003; Jian Huang; He Zhao; Yonggang Wen 001; Chang Wen Chen; Tat-Seng Chua (MMSys, 2014)

CREATE: Correlation enhanced traffic matrix estimation in Data Center Networks. - Zhiming Hu; Yan Qiao; Jun Luo 001; Peng Sun 006; Yonggang Wen 001 (Networking, 2014)

MUTAS: Multi-screen TV experience as a service through cloud centric media network. - Yichao Jin; Han Hu 003; Xiao Liu; Yonggang Wen 001 (SECON, 2014)

Skeleton construction in mobile social networks: Algorithms and applications. - Zongqing Lu 002; Xiao Sun 010; Yonggang Wen 001; Guohong Cao (SECON, 2014)

Toward a biometric-aware cloud service engine for multi-screen video applications. - Han Hu 003; Yichao Jin; Yonggang Wen 001; Tat-Seng Chua; Xuelong Li 001 (SIGCOMM, 2014)

Energy-efficient dispatching policy for virus scanning as a service under N-version protection. - Weiwen Zhang; Yonggang Wen 001 (WCSP, 2014)

Toward Scalable Systems for Big Data Analytics: A Technology Tutorial. - Han Hu 003; Yonggang Wen 001; Tat-Seng Chua; Xuelong Li 001 (IEEE Access, 2014)

A QoS-aware routing algorithm based on ant-cluster in wireless multimedia sensor networks. - Haiping Huang; Xiao Cao; Ruchuan Wang 001; Yonggang Wen 001 (Sci. China Inf. Sci., 2014)

Towards optimal noise distribution for privacy preserving in data aggregation. - Hao Zhang 016; Nenghai Yu; Yonggang Wen 001; Weiming Zhang 001 (Comput. Secur., 2014)

Toward Multiscreen Social TV with Geolocation-Aware Social Sense. - Han Hu 003; Yonggang Wen 001; Huan-Bo Luan; Tat-Seng Chua; Xuelong Li 001 (IEEE Multim., 2014)

Parking Backbone: Toward Efficient Overlay Routing in VANETs. - Jinqi Zhu; Ming Liu 002; Yonggang Wen 001; Chunmei Ma; Bin Liu 022 (Int. J. Distributed Sens. Networks, 2014)

Toward transcoding as a service: energy-efficient offloading policy for green mobile cloud. - Weiwen Zhang; Yonggang Wen 001 (IEEE Netw., 2014)

Content Routing and Lookup Schemes Using Global Bloom Filter for Content-Delivery-as-a-Service. - Yichao Jin; Yonggang Wen 001; Weiwen Zhang (IEEE Syst. J., 2014)

Distributed Algorithm for Tree-Structured Data Aggregation Service Placement in Smart Grid. - Zongqing Lu 002; Yonggang Wen 001 (IEEE Syst. J., 2014)

On the Cost-QoE Tradeoff for Cloud-Based Video Streaming Under Amazon EC2's Pricing Models. - Jian He; Yonggang Wen 001; Jianwei Huang 001; Di Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2014)

Distributed Wireless Video Scheduling With Delayed Control Information. - Liang Zhou 002; Zhen Yang 001; Yonggang Wen 001; Joel J. P. C. Rodrigues (IEEE Trans. Circuits Syst. Video Technol., 2014)

μ DC2: unified data collection for data centers. - Wenfeng Xia 002; Yonggang Wen 001; Haiyong Xie 001; Bin Liu 022 (J. Supercomput., 2014)

CBM: Online Strategies on Cost-Aware Buffer Management for Mobile Video Streaming. - Jian He; Zheng Xue; Di Wu 001; Dapeng Oliver Wu; Yonggang Wen 001 (IEEE Trans. Multim., 2014)

Reducing Operational Costs in Cloud Social TV: An Opportunity for Cloud Cloning. - Yichao Jin; Yonggang Wen 001; Han Hu 003; Marie-José Montpetit (IEEE Trans. Multim., 2014)

Dynamic Request Redirection and Elastic Service Scaling in Cloud-Centric Media Networks. - Jianhua Tang; Wee-Peng Tay; Yonggang Wen 001 (IEEE Trans. Multim., 2014)

Cloud Mobile Media: Reflections and Outlook. - Yonggang Wen 001; Xiaoqing Zhu; Joel J. P. C. Rodrigues; Chang Wen Chen (IEEE Trans. Multim., 2014)

Toward Transcoding as a Service in a Multimedia Cloud: Energy-Efficient Job-Dispatching Algorithm. - Weiwen Zhang; Yonggang Wen 001; Jianfei Cai 001; Dapeng Oliver Wu (IEEE Trans. Veh. Technol., 2014)

Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. - Meng Liu 003; Yong Luo 002; Dacheng Tao; Chao Xu 006; Yonggang Wen 001 (AAAI, 2015)

Fuelling Big Data Intelligence into Future Multimedia System: Reflection and Outlook. - Yonggang Wen 001; Wenwu Zhu 001 (BigMM, 2015)

Manifold Regularized Transfer Distance Metric Learning. - Haibo Shi; Yong Luo 002; Chao Xu 006; Yonggang Wen 001 (BMVC, 2015)

Wearable computing going green: Energy-optimal data transmission for multi-sensor wearable devices. - Weizheng Hu; Weiwen Zhang; Han Hu 003; Yonggang Wen 001 (ChinaCom, 2015)

Cost-efficient and QoS-aware content management in media cloud: Implementation and evaluation. - Guanyu Gao; Yonggang Wen 001; Weiwen Zhang; Han Hu 003 (ICC, 2015)

Cloud-assisted collaborative execution for mobile applications with general task topology. - Weiwen Zhang; Yonggang Wen 001 (ICC, 2015)

StealthyCRM: A Secure Cloud CRM System Application that Supports Fully Homomorphic Database Encryption. - Miguel Rodel Felipe; Khin Mi Mi Aung; Xia Ye; Yonggang Wen 001 (ICCCRI, 2015)

Towards a Private Fall Injury Warning Service for Smartphone-Distracted Pedestrian. - Jianxiong Yin; Yonggang Wen 001; Jianxin Wu (ICCCRI, 2015)

Influence analysis for celebrities via microblog platform. - Haoting Liang; Han Hu 003; Yonggang Wen 001 (DSP, 2015)

Reducing Vector I/O for Faster GPU Sparse Matrix-Vector Multiplication. - Pham Nguyen Quang Anh; Rui Fan 004; Yonggang Wen 001 (IPDPS, 2015)

Adaptive configuration of cloud video transcoding. - Ming Yang 018; Jianfei Cai 001; Weiwen Zhang; Yonggang Wen 001; Chuan Heng Foh (ISCAS, 2015)

Opportunities and Challenges of Global Network Cameras. - Joanna Batstone; Touradj Ebrahimi; Tiejun Huang 001; Yung-Hsiang Lu; Yonggang Wen 001 (ACM Multimedia, 2015)

Towards joint resource allocation and routing to optimize video distribution over future internet. - Yichao Jin; Yonggang Wen 001; Cédric Westphal (Networking, 2015)

Toward green data centers as an interruptible load for grid stabilization in Singapore. - Wenfeng Xia 002; Yonggang Wen 001; Kok-Chuan Toh; Yew-Wah Wong (IEEE Commun. Mag., 2015)

A Survey on Software-Defined Networking. - Wenfeng Xia 002; Yonggang Wen 001; Chuan Heng Foh; Dusit Niyato; Haiyong Xie 001 (IEEE Commun. Surv. Tutorials, 2015)

Adaptive and scalable load balancing for metadata server cluster in cloud-scale file systems. - Quanqing Xu; Rajesh Vellore Arumugam; Khai Leong Yong; Yonggang Wen 001; Yew-Soon Ong; Weiya Xi (Frontiers Comput. Sci., 2015)

Preface. - Wenwu Zhu 001; Yonggang Wen 001; Zhi Wang 001 (J. Comput. Sci. Technol., 2015)

Improving Energy Efficiency for Mobile Media Cloud via Virtual Machine Consolidation. - Yi Dong; Liang Zhou 002; Yichao Jin; Yonggang Wen 001 (Mob. Networks Appl., 2015)

SmartGW: Enabling Bandwidth-Efficient Group Watching in Cloud Social TV Systems. - Zheng Xue; Di Wu 001; Xueyan Xie; Yonggang Wen 001 (Mob. Networks Appl., 2015)

Toward an SDN-enabled big data platform for social TV analytics. - Han Hu 003; Yonggang Wen 001; Yue Gao 002; Tat-Seng Chua; Xuelong Li 001 (IEEE Netw., 2015)

Cloud radio access network (C-RAN): a primer. - Jun Wu 006; Zhifeng Zhang 001; Yu Hong; Yonggang Wen 001 (IEEE Netw., 2015)

Mobile cloud computing based privacy protection in location-based information survey applications. - Hao Zhang 016; Nenghai Yu; Yonggang Wen 001 (Secur. Commun. Networks, 2015)

Optimal Transcoding and Caching for Adaptive Streaming in Media Cloud: an Analytical Approach. - Yichao Jin; Yonggang Wen 001; Cédric Westphal (IEEE Trans. Circuits Syst. Video Technol., 2015)

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction. - Yong Luo 002; Dacheng Tao; Kotagiri Ramamohanarao; Chao Xu 006; Yonggang Wen 001 (IEEE Trans. Knowl. Data Eng., 2015)

Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns. - Guanyu Gao; Weiwen Zhang; Yonggang Wen 001; Zhi Wang 001; Wenwu Zhu 001 (IEEE Trans. Multim., 2015)

How Much to Coordinate? Optimizing In-Network Caching in Content-Centric Networks. - Yanhua Li; Haiyong Xie 001; Yonggang Wen 001; Chi-Yin Chow; Zhi-Li Zhang (IEEE Trans. Netw. Serv. Manag., 2015)

Algorithms and Applications for Community Detection in Weighted Networks. - Zongqing Lu 002; Xiao Sun 010; Yonggang Wen 001; Guohong Cao; Thomas La Porta (IEEE Trans. Parallel Distributed Syst., 2015)

Supporting Seamless Virtual Machine Migration via Named Data Networking in Cloud Data Center. - Ruitao Xie; Yonggang Wen 001; Xiaohua Jia; Haiyong Xie 001 (IEEE Trans. Parallel Distributed Syst., 2015)

Collaborative Task Execution in Mobile Cloud Computing Under a Stochastic Wireless Channel. - Weiwen Zhang; Yonggang Wen 001; Dapeng Oliver Wu (IEEE Trans. Wirel. Commun., 2015)

Learning-based power prediction for data centre operations via deep neural networks. - Yuanlong Li; Han Hu 003; Yonggang Wen 001; Jun Zhang 003 (E2DC@e-Energy, 2016)

Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach. - Yong Luo 002; Yonggang Wen 001; Dacheng Tao; Qiang Fu 006 (GLOBECOM, 2016)

Towards cost-efficient workload scheduling for a Tango between geo-distributed data center and power grid. - Han Hu 003; Yonggang Wen 001; Lei Yin; Ling Qiu (ICC, 2016)

Interference based virtual network embedding. - Lei Yin; Zheng Chen 003; Ling Qiu; Yonggang Wen 001 (ICC, 2016)

Timed Dataflow: Reducing Communication Overhead for Distributed Machine Learning Systems. - Peng Sun 006; Yonggang Wen 001; Ta Nguyen Binh Duong; Shengen Yan (ICPADS, 2016)

Balanced Hashing and Efficient GPU Sparse General Matrix-Matrix Multiplication. - Pham Nguyen Quang Anh; Rui Fan 004; Yonggang Wen 001 (ICS, 2016)

On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning. - Yong Luo 002; Yonggang Wen 001; Dacheng Tao (IJCAI, 2016)

Resource provisioning and profit maximization for transcoding in Information Centric Networking. - Guanyu Gao; Yonggang Wen 001; Cédric Westphal (INFOCOM Workshops, 2016)

Morph: A Fast and Scalable Cloud Transcoding System. - Guanyu Gao; Yonggang Wen 001 (ACM Multimedia, 2016)

Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service. - Guanyu Gao; Yonggang Wen 001; Cédric Westphal (ACM Multimedia, 2016)

Data Center Energy Consumption Modeling: A Survey. - Miyuru Dayarathna; Yonggang Wen 001; Rui Fan 004 (IEEE Commun. Surv. Tutorials, 2016)

Towards Joint Optimization Over ICT and Cooling Systems in Data Centre: A Survey. - Weiwen Zhang; Yonggang Wen 001; Yew-Wah Wong; Kok-Chuan Toh; Chiu-Hao Chen (IEEE Commun. Surv. Tutorials, 2016)

Power Series Classification: A Hybrid of LSTM and a Novel Advancing Dynamic Time Warping. - Yuanlong Li; Han Hu 003; Yonggang Wen 001; Jun Zhang 003 (CoRR, 2016)

Manifold regularized multi-view feature selection for social image annotation. - Yangxi Li; Xin Shi; Cuilan Du; Yang Liu 003; Yonggang Wen 001 (Neurocomputing, 2016)

Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition. - Dapeng Tao; Yonggang Wen 001; Richang Hong (IEEE Internet Things J., 2016)

Big data meets multimedia analytics. - Tat-Seng Chua; Xiangjian He; Weifeng Liu 001; Massimo Piccardi; Yonggang Wen 001; Dacheng Tao (Signal Process., 2016)

Introduction of New Associate Editors. - Nikolaos V. Boulgouris; David R. Bull; Marco Cagnazzo; Andrea Cavallaro; Gene Cheung; Amit K. Roy-Chowdhury; Pedro Comesaña Alfaro; Shan Du; Sarp Ertürk; Markus Flierl; Gian Luca Foresti; Gang Hua 001; et al. (IEEE Trans. Circuits Syst. Video Technol., 2016)

Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method. - Han Hu 003; Yonggang Wen 001; Tat-Seng Chua; Jian Huang; Wenwu Zhu 001; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2016)

Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. - Yong Luo 002; Yonggang Wen 001; Dacheng Tao; Jie Gui; Chao Xu 006 (IEEE Trans. Image Process., 2016)

Towards Information Diffusion in Mobile Social Networks. - Zongqing Lu 002; Yonggang Wen 001; Weizhan Zhang; Qinghua Zheng; Guohong Cao (IEEE Trans. Mob. Comput., 2016)

Toward Cost-Efficient Content Placement in Media Cloud: Modeling and Analysis. - Yichao Jin; Yonggang Wen 001; Kyle Guan (IEEE Trans. Multim., 2016)

FUN Coding: Design and Analysis. - Huazi Zhang; Kairan Sun; Qiuyuan Huang; Yonggang Wen 001; Dapeng Oliver Wu (IEEE/ACM Trans. Netw., 2016)

File Transfer Between Charging Stations Goes Infrastructureless: A Code-Delay Tradeoff. - Huazi Zhang; Yonggang Wen 001; Qiuyuan Huang; Dapeng Wu 001 (IEEE Trans. Veh. Technol., 2016)

Rate-Adaptive Feedback With Bayesian Compressive Sensing in Multiuser MIMO Beamforming Systems. - Xin-Lin Huang; Jun Wu 006; Yonggang Wen 001; Fei Hu 001; Yi Wang 018; Tao Jiang 002 (IEEE Trans. Wirel. Commun., 2016)

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. - Meng Liu 003; Chang Xu 002; Yong Luo 002; Chao Xu 006; Yonggang Wen 001; Dacheng Tao (AAAI, 2017)

GraphH: High Performance Big Graph Analytics in Small Clusters. - Peng Sun 006; Yonggang Wen 001; Ta Nguyen Binh Duong; Xiaokui Xiao (CLUSTER, 2017)

Design Tradeoffs for Cloud-Based Ambient Assisted Living Systems. - Yi Dong; Yonggang Wen 001; Han Hu 003; Chunyan Miao; Cyril Leung (ICCSE, 2017)

GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. - Peng Sun 006; Yonggang Wen 001; Ta Nguyen Binh Duong; Xiaokui Xiao (ICPADS, 2017)

Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning. - Yong Luo 002; Dacheng Tao; Yonggang Wen 001 (IJCAI, 2017)

General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer. - Yong Luo 002; Yonggang Wen 001; Tongliang Liu; Dacheng Tao (IJCAI, 2017)

QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service. - Guanyu Gao; Yonggang Wen 001; Han Hu 003 (INFOCOM, 2017)

MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning. - Wen Hu 003; Jiahui Huang; Zhi Wang 001; Peng Wang 012; Kun Yi; Yonggang Wen 001; Kaiyan Chu; Lifeng Sun (IWQoS, 2017)

Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. - Peng Sun 006; Yonggang Wen 001; Ta Nguyen Binh Duong; Shengen Yan (SMARTCOMP, 2017)

Mobile cloud computing with voltage scaling and data compression. - Wei Zhang 082; Yonggang Wen 001; Ying Jun Zhang; Fang Liu 009; Rui Fan 004 (SPAWC, 2017)

Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey. - Nguyen Cong Luong 001; Ping Wang 001; Dusit Niyato; Yonggang Wen 001; Zhu Han 001 (IEEE Commun. Surv. Tutorials, 2017)

A Survey on Data Center Networking (DCN): Infrastructure and Operations. - Wenfeng Xia 002; Peng Zhao 001; Yonggang Wen 001; Haiyong Xie 001 (IEEE Commun. Surv. Tutorials, 2017)

Towards Wi-Fi AP-Assisted Content Prefetching for On-Demand TV Series: A Reinforcement Learning Approach. - Wen Hu 003; Yichao Jin; Yonggang Wen 001; Zhi Wang 001; Lifeng Sun (CoRR, 2017)

vCache: Supporting Cost-Efficient Adaptive Bitrate Streaming. - Guanyu Gao; Yonggang Wen 001; Jianfei Cai 001 (IEEE Multim., 2017)

When Cloud Media Meet Network Function Virtualization: Challenges and Applications. - Yichao Jin; Yonggang Wen 001 (IEEE Multim., 2017)

Toward Joint Compression-Transmission Optimization for Green Wearable Devices: An Energy-Delay Tradeoff. - Weizheng Hu; Wei Zhang 082; Han Hu 003; Yonggang Wen 001; King-Jet Tseng (IEEE Internet Things J., 2017)

Guest Editorial Multimedia Communication in the Internet of Things. - Qing Yang 003; Honggang Wang 001; Mischa Dohler; Yonggang Wen 001; Guoliang Xue (IEEE Internet Things J., 2017)

Embracing social big data in wireless system design. - Yonggang Wen 001; Han Hu 003; Fang Liu 009 (J. Commun. Inf. Networks, 2017)

Flexible Interconnection of Scalable Systems Integrated Using Optical Networks (FISSION) Data-Center - Concepts and Demonstration. - Aniruddha Kushwaha; Ashwin Gumaste; Tamal Das; Saurabh Hote; Yonggang Wen 001 (JOCN, 2017)

Public Cloud Storage-Assisted Mobile Social Video Sharing: A Supermodular Game Approach. - Han Hu 003; Yonggang Wen 001; Dusit Niyato (IEEE J. Sel. Areas Commun., 2017)

Spectrum Allocation and Bitrate Adjustment for Mobile Social Video Sharing: Potential Game With Online QoS Learning Approach. - Han Hu 003; Yonggang Wen 001; Dusit Niyato (IEEE J. Sel. Areas Commun., 2017)

Editorial: Mobile Multimedia Communications. - Zheng Yan 002; Wei Wang 015; Yonggang Wen 001; Chonggang Wang; Honggang Wang 001 (Mob. Networks Appl., 2017)

Energy consumption analysis of data stream processing: a benchmarking approach. - Miyuru Dayarathna; Yuanlong Li; Yonggang Wen 001; Rui Fan 004 (Softw. Pract. Exp., 2017)

Delay-Optimized File Retrieval under LT-Based Cloud Storage. - Haifeng Lu; Chuan Heng Foh; Yonggang Wen 001; Jianfei Cai 001 (IEEE Trans. Cloud Comput., 2017)

Guest Editorial Special Issue on Visual Computing in the Cloud: Mobile Computing. - Yonggang Wen 001; Jacob Chakareski; Pascal Frossard; Di Wu 001; Wenjun Zeng 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Facial Age Estimation With Age Difference. - Zhenzhen Hu; Yonggang Wen 001; Jianfeng Wang; Meng Wang 001; Richang Hong; Shuicheng Yan (IEEE Trans. Image Process., 2017)

Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis. - Han Hu 003; Yonggang Wen 001; Tat-Seng Chua; Xuelong Li 001 (ACM Trans. Intell. Syst. Technol., 2017)

Visual Classification of Furniture Styles. - Zhenzhen Hu; Yonggang Wen 001; Luoqi Liu; Jianguo Jiang; Richang Hong; Meng Wang 001; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2017)

Energy-Efficient Mobile Video Streaming: A Location-Aware Approach. - Wei Zhang 082; Rui Fan 004; Yonggang Wen 001; Fang Liu 009 (ACM Trans. Intell. Syst. Technol., 2017)

Resource Provisioning and Profit Maximization for Transcoding in Clouds: A Two-Timescale Approach. - Guanyu Gao; Han Hu 003; Yonggang Wen 001; Cédric Westphal (IEEE Trans. Multim., 2017)

Personalized Emotion-Aware Video Streaming for the Elderly. - Yi Dong; Han Hu 003; Yonggang Wen 001; Han Yu 001; Chunyan Miao (HCI (14), 2018)

Speeding-Up Age Estimation in Intelligent Demographics System via Network Optimization. - Zhenzhen Hu; Peng Sun 006; Yonggang Wen 001 (ICC, 2018)

ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. - Yong Luo 002; Huaizheng Zhang; Yongjie Wang; Yonggang Wen 001; Xinwen Zhang (ICDM, 2018)

Deepqoe: A Unified Framework for Learning to Predict Video QoE. - Huaizheng Zhang; Han Hu 003; Guanyu Gao; Yonggang Wen 001; Kyle Guan (ICME, 2018)

JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution. - Hongshan Li; Chenghao Hu; Jingyan Jiang; Zhi Wang 001; Yonggang Wen 001; Wenwu Zhu 001 (ICPADS, 2018)

Online Heterogeneous Transfer Metric Learning. - Yong Luo 002; Tongliang Liu; Yonggang Wen 001; Dacheng Tao (IJCAI, 2018)

How to Find a Perfect Data Scientist: A Distance-Metric Learning Approach. - Han Hu 003; Yong Luo 002; Yonggang Wen 001; Yew-Soon Ong; Xinwen Zhang (IEEE Access, 2018)

Fast media caching for geo-distributed data centers. - Wei Zhang 082; Yonggang Wen 001; Fang Liu 009; Yiqiang Chen 001; Rui Fan 004 (Comput. Commun., 2018)

On Distributed Algorithms for Cost-Efficient Data Center Placement in Cloud Computing. - Wuqiong Luo; Wee Peng Tay; Peng Sun 006; Yonggang Wen 001 (CoRR, 2018)

A Survey on Consensus Mechanisms and Mining Management in Blockchain Networks. - Wenbo Wang 004; Dinh Thai Hoang; Zehui Xiong; Dusit Niyato; Ping Wang 001; Peizhao Hu; Yonggang Wen 001 (CoRR, 2018)

Intelligent Trainer for Model-Based Reinforcement Learning. - Yuanlong Li; Linsen Dong; Yonggang Wen 001; Kyle Guan (CoRR, 2018)

Transfer Metric Learning: Algorithms, Applications and Outlooks. - Yong Luo 002; Yonggang Wen 001; Ling-Yu Duan; Dacheng Tao (CoRR, 2018)

iTCM: Toward Learning-Based Thermal Comfort Modeling via Pervasive Sensing for Smart Buildings. - Weizheng Hu; Yonggang Wen 001; Kyle Guan; Guangyu Jin; King-Jet Tseng (IEEE Internet Things J., 2018)

MetaFlow: A Scalable Metadata Lookup Service for Distributed File Systems in Data Centers. - Peng Sun 006; Yonggang Wen 001; Duong Nguyen Binh Ta; Haiyong Xie 001 (IEEE Trans. Big Data, 2018)

Energy-Efficient Task Execution for Application as a General Topology in Mobile Cloud Computing. - Weiwen Zhang; Yonggang Wen 001 (IEEE Trans. Cloud Comput., 2018)

Toward Wi-Fi AP-Assisted Content Prefetching for an On-Demand TV Series: A Learning-Based Approach. - Wen Hu 003; Yichao Jin; Yonggang Wen 001; Zhi Wang 001; Lifeng Sun (IEEE Trans. Circuits Syst. Video Technol., 2018)

Budget-Efficient Viral Video Distribution Over Online Social Networks: Mining Topic-Aware Influential Users. - Han Hu 003; Yonggang Wen 001; Shanshan Feng 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Can We Speculate Running Application With Server Power Consumption Trace? - Yuanlong Li; Han Hu 003; Yonggang Wen 001; Jun Zhang 003 (IEEE Trans. Cybern., 2018)

Towards Virus Scanning as a Service in Mobile Cloud Computing: Energy-Efficient Dispatching Policy Under N-Version Protection. - Weiwen Zhang; Yonggang Wen 001; Xinwen Zhang (IEEE Trans. Emerg. Top. Comput., 2018)

Cost-Sensitive Feature Selection by Optimizing F-Measures. - Meng Liu 003; Chang Xu 002; Yong Luo 002; Chao Xu 006; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Image Process., 2018)

Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach. - Qiang Fu 006; Yong Luo 002; Yonggang Wen 001; Dacheng Tao; Ying Li 012; Ling-Yu Duan (IEEE Trans. Multim., 2018)

Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference. - Guanyu Gao; Huaizheng Zhang; Han Hu 003; Yonggang Wen 001; Jianfei Cai 001; Chong Luo; Wenjun Zeng 001 (IEEE Trans. Multim., 2018)

Toward Rendering-Latency Reduction for Composable Web Services via Priority-Based Object Caching. - Han Hu 003; Yuanlong Li; Yonggang Wen 001 (IEEE Trans. Multim., 2018)

Heterogeneous Multitask Metric Learning Across Multiple Domains. - Yong Luo 002; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2018)

Energy Optimal Wireless Data Transmission for Wearable Devices: A Compression Approach. - Wei Zhang 082; Rui Fan 004; Yonggang Wen 001; Fang Liu 009 (IEEE Trans. Veh. Technol., 2018)

ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. - Yong Luo 002; Huaizheng Zhang; Yonggang Wen 001; Xinwen Zhang (CIKM, 2019)

Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. - Guanyu Gao; Linsen Dong; Huaizheng Zhang; Yonggang Wen 001; Wenjun Zeng 001 (ICC, 2019)

Optimization for HTTP Adaptive Video Streaming in UAV-Enabled Relaying System. - Han Hu 003; Cheng Zhan; Jianping An; Yonggang Wen 001 (ICC, 2019)

DeepEE: Joint Optimization of Job Scheduling and Cooling Control for Data Center Energy Efficiency Using Deep Reinforcement Learning. - Yongyi Ran; Han Hu 003; Xin Zhou 003; Yonggang Wen 001 (ICDCS, 2019)

Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach. - Deliang Yi; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (ICDCS, 2019)

Incorporating Category Taxonomy in Deep Reinforcement Learning Based Image Hashing. - Qiang Fu 006; Linsen Dong; Ziyuan Liu; Yong Luo 002; Yonggang Wen 001; Ying Li 012; Ling-Yu Duan (ICME, 2019)

QoE-Driven Mobile Streaming: A Location-Aware Approach. - Fang Liu 009; Wei Zhang 082; Yonggang Wen 001 (ICME, 2019)

Heterogeneous Transfer Learning for Thermal Comfort Modeling. - Weizheng Hu; Yong Luo 002; Zongqing Lu 002; Yonggang Wen 001 (BuildSys, 2019)

Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement Learning. - Duc Van Le; Yingbo Liu; Rongrong Wang; Rui Tan 001; Yew-Wah Wong; Yonggang Wen 001 (BuildSys, 2019)

Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach. - Yan Bai; Ling-Yu Duan; Yong Luo 002; Shiqi Wang 001; Yonggang Wen 001; Wen Gao 001 (VCIP, 2019)

Virtual Storage-Based DSM With Error-Driven Prediction Modulation for Microgrids. - Xuecong Lee; Mengxuan Yan; Fangyuan Xu; Yue Wang; Yiliang Fan; Zekai Lee; Yonggang Wen 001; Mohammad Shahidehpour; Loi Lei Lai (IEEE Access, 2019)

A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks. - Wenbo Wang 004; Dinh Thai Hoang; Peizhao Hu; Zehui Xiong; Dusit Niyato; Ping Wang 001; Yonggang Wen 001; Dong In Kim (IEEE Access, 2019)

Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning. - Guanyu Gao; Jie Li 043; Yonggang Wen 001 (CoRR, 2019)

Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes. - Peng Sun 006; Wansen Feng; Ruobing Han; Shengen Yan; Yonggang Wen 001 (CoRR, 2019)

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification. - Yong Luo 002; Dacheng Tao; Chang Xu 002; Chao Xu 006; Hong Liu 008; Yonggang Wen 001 (CoRR, 2019)

Heterogeneous Multi-task Metric Learning across Multiple Domains. - Yong Luo 002; Yonggang Wen 001; Dacheng Tao (CoRR, 2019)

Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning. - Linsen Dong; Guanyu Gao; Yuanlong Li; Yonggang Wen 001 (CoRR, 2019)

Soft-ranking Label Encoding for Robust Facial Age Estimation. - Xusheng Zeng; Changxing Ding; Yonggang Wen 001; Dacheng Tao (CoRR, 2019)

A Survey of Predictive Maintenance: Systems, Purposes and Approaches. - Yongyi Ran; Xin Zhou 003; Pengfeng Lin; Yonggang Wen 001; Ruilong Deng (CoRR, 2019)

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. - Huaizheng Zhang; Yong Luo 002; Qiming Ai; Nana Hou; Yonggang Wen 001 (CoRR, 2019)

Thermal Comfort Modeling for Smart Buildings: A Fine-Grained Deep Learning Approach. - Wei Zhang 082; Weizheng Hu; Yonggang Wen 001 (IEEE Internet Things J., 2019)

Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. - Prosper Chemouil; Pan Hui 001; Wolfgang Kellerer; Yong Li 008; Rolf Stadler; Dacheng Tao; Yonggang Wen 001; Ying Zhang 022 (IEEE J. Sel. Areas Commun., 2019)

Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain. - Yong Luo 002; Yonggang Wen 001; Tongliang Liu; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Dynamic Priority-Based Resource Provisioning for Video Transcoding With Heterogeneous QoS. - Guanyu Gao; Yonggang Wen 001; Cédric Westphal (IEEE Trans. Circuits Syst. Video Technol., 2019)

Orchestrating Caching, Transcoding and Request Routing for Adaptive Video Streaming Over ICN. - Han Hu 003; Yichao Jin; Yonggang Wen 001; Cédric Westphal (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Scalable Architectures for Big Data Analysis. - Peng Sun 006; Yonggang Wen 001 (Encyclopedia of Big Data Technologies, 2019)

Deep Heterogeneous Multi-Task Metric Learning for Visual Recognition and Retrieval. - Shikang Gan; Yong Luo 002; Yonggang Wen 001; Tongliang Liu; Han Hu 003 (ACM Multimedia, 2020)

Semi-supervised Online Multi-Task Metric Learning for Visual Recognition and Retrieval. - Yangxi Li; Han Hu 003; Jin Li; Yong Luo 002; Yonggang Wen 001 (ACM Multimedia, 2020)

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. - Huaizheng Zhang; Yong Luo 002; Qiming Ai; Yonggang Wen 001; Han Hu 003 (ACM Multimedia, 2020)

Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. - Huaizheng Zhang; Yuanming Li; Qiming Ai; Yong Luo 002; Yonggang Wen 001; Yichao Jin; Ta Nguyen Binh Duong (ACM Multimedia, 2020)

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. - Huaizheng Zhang; Yuanming Li; Yizheng Huang 001; Yonggang Wen 001; Jianxiong Yin; Kyle Guan (ACM Multimedia, 2020)

Performance Optimization of Federated Person Re-identification via Benchmark Analysis. - Weiming Zhuang; Yonggang Wen 001; Xuesen Zhang; Xin Gan; Daiying Yin; Dongzhan Zhou; Shuai Zhang 004; Shuai Yi (ACM Multimedia, 2020)

An Urban Tropical Thermal Comfort Dataset for Smart Buildings. - Jie Li 043; Yonggang Wen 001; Wei Zhang 082 (BuildSys, 2020)

Real-Time Cooling Power Attribution for Co-Located Data Center Rooms with Distinct Temperatures. - Rongrong Wang; Duc Van Le; Rui Tan 001; Yew-Wah Wong; Yonggang Wen 001 (BuildSys, 2020)

Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins. - Ruihang Wang; Xin Zhou 003; Linsen Dong; Yonggang Wen 001; Rui Tan 001; Li Chen; Guan Wang; Feng Zeng (BuildSys, 2020)

xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes]. - Lu Liu; Yong Luo 002; Han Hu 003; Yonggang Wen 001; Dacheng Tao; Xin Yao 001 (IEEE Comput. Intell. Mag., 2020)

Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach. - Ruihang Wang; Yuanlong Li; Linsen Dong; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001; Li Chen; Guan Wang; Feng Zeng (CoRR, 2020)

Distributed Energy Trading and Scheduling among Microgrids via Multiagent Reinforcement Learning. - Guanyu Gao; Yonggang Wen 001; Xiaohu Wu; Ran Wang (CoRR, 2020)

No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. - Huaizheng Zhang; Yizheng Huang 001; Yonggang Wen 001; Jianxiong Yin; Kyle Guan (CoRR, 2020)

Deep neural networks for emerging multimedia computing and applications. - Shuqiang Jiang; Weiqing Min; Yonggang Wen 001; Qingming Huang; Shuicheng Yan (Neurocomputing, 2020)

DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning. - Guanyu Gao; Jie Li 043; Yonggang Wen 001 (IEEE Internet Things J., 2020)

Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning. - Yong Luo 002; Han Hu 003; Yonggang Wen 001; Dacheng Tao (IEEE Internet Things J., 2020)

Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking. - Prosper Chemouil; Pan Hui 001; Wolfgang Kellerer; Noura Limam; Rolf Stadler; Yonggang Wen 001 (IEEE J. Sel. Areas Commun., 2020)

GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. - Peng Sun 006; Yonggang Wen 001; Ta Nguyen Binh Duong; Xiaokui Xiao (IEEE Trans. Big Data, 2020)

Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. - Yuanlong Li; Yonggang Wen 001; Dacheng Tao; Kyle Guan (IEEE Trans. Cybern., 2020)

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. - Huaizheng Zhang; Linsen Dong; Guanyu Gao; Han Hu 003; Yonggang Wen 001; Kyle Guan (IEEE Trans. Multim., 2020)

Efficient Compute-Intensive Job Allocation in Data Centers via Deep Reinforcement Learning. - Deliang Yi; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (IEEE Trans. Parallel Distributed Syst., 2020)

Coordinating Workload Scheduling of Geo-Distributed Data Centers and Electricity Generation of Smart Grid. - Han Hu 003; Yonggang Wen 001; Lei Yin; Ling Qiu; Dusit Niyato (IEEE Trans. Serv. Comput., 2020)

Electricity Cost Minimization for Interruptible Workload in Datacenter Servers. - Wei Zhang 082; Yonggang Wen 001; Loi Lei Lai; Fang Liu 009; Rui Fan 004 (IEEE Trans. Serv. Comput., 2020)

When Wireless Video Streaming Meets AI: A Deep Learning Approach. - Lu Liu; Han Hu 003; Yong Luo 002; Yonggang Wen 001 (IEEE Wirel. Commun., 2020)

Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion. - Yixin Cao 002; Xiang Ji 005; Xin Lv; Juanzi Li; Yonggang Wen 001; Hanwang Zhang (ACL/IJCNLP (1), 2021)

Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. - Wei Gao; Zhisheng Ye 002; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (SoCC, 2021)

Privacy-Preserving Collaborative Learning With Automatic Transformation Search. - Wei Gao; Shangwei Guo; Tianwei Zhang 004; Han Qiu 001; Yonggang Wen 001; Yang Liu 003 (CVPR, 2021)

Towards Cost-Optimal Energy Procurement for Cooling as a Service: A Data-Driven Approach. - Wei Zhang 082; Yonggang Wen 001; Fang Liu 009 (GLOBECOM, 2021)

Collaborative Unsupervised Visual Representation Learning from Decentralized Data. - Weiming Zhuang; Xin Gan; Yonggang Wen 001; Shuai Zhang 004; Shuai Yi (ICCV, 2021)

Data-Free Ensemble Knowledge Distillation for Privacy-conscious Multimedia Model Compression. - Zhiwei Hao; Yong Luo 002; Han Hu 003; Jianping An; Yonggang Wen 001 (ACM Multimedia, 2021)

Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. - Meng Shen 002; Huaizheng Zhang; Yixin Cao 002; Fan Yang; Yonggang Wen 001 (ACM Multimedia, 2021)

Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. - Wen Wang 009; Yang Cao 010; Jing Zhang 037; Fengxiang He; Zheng-Jun Zha; Yonggang Wen 001; Dacheng Tao (ACM Multimedia, 2021)

Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification. - Weiming Zhuang; Yonggang Wen 001; Shuai Zhang 004 (ACM Multimedia, 2021)

Characterization and prediction of deep learning workloads in large-scale GPU datacenters. - Qinghao Hu 004; Peng Sun 006; Shengen Yan; Yonggang Wen 001; Tianwei Zhang 004 (SC, 2021)

Toward explainable and interpretable building energy modelling: an explainable artificial intelligence approach. - Wei Zhang 082; Fang Liu 009; Yonggang Wen 001; Bernard Nee (BuildSys, 2021)

On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times. - Yao Fu; Yipeng Zhou; Di Wu 001; Shui Yu 001; Yonggang Wen 001; Chao Li 067 (CoRR, 2021)

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. - Huaizheng Zhang; Meng Shen 002; Yizheng Huang 001; Yonggang Wen 001; Yong Luo 002; Guanyu Gao; Kyle Guan (CoRR, 2021)

Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning. - Weiming Zhuang; Xin Gan; Yonggang Wen 001; Xuesen Zhang; Shuai Zhang 004; Shuai Yi (CoRR, 2021)

ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale. - Yuanming Li; Huaizheng Zhang; Shanshan Jiang; Fan Yang; Yonggang Wen 001; Yong Luo 002 (CoRR, 2021)

ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. - Yizheng Huang 001; Huaizheng Zhang; Yonggang Wen 001; Peng Sun 006; Nguyen Binh Duong Ta (CoRR, 2021)

Carbon Neutrality in Data Center. - Zhiwei Cao; Xin Zhou 003; Han Hu 003; Zhi Wang 001; Yonggang Wen 001 (CoRR, 2021)

Video transcoding for adaptive bitrate streaming over edge-cloud continuum. - Guanyu Gao; Yonggang Wen 001 (Digit. Commun. Networks, 2021)

Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning. - Jie Li 043; Wei Zhang 082; Guanyu Gao; Yonggang Wen 001; Guangyu Jin; George I. Christopoulos (IEEE Internet Things J., 2021)

Demystifying Thermal Comfort in Smart Buildings: An Interpretable Machine Learning Approach. - Wei Zhang 082; Yonggang Wen 001; King-Jet Tseng; Guangyu Jin (IEEE Internet Things J., 2021)

Toward a Wearable Crowdsource System to Monitor Respiratory Symptoms for Pandemic Early Warning. - Wei Zhang 082; Jie Li 043; Yonggang Wen 001; Yong Luo 002 (IEEE Netw., 2021)

Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning. - Xin Zhou 003; Ruihang Wang; Yonggang Wen 001; Rui Tan 001 (IEEE Netw., 2021)

Cost Optimal Data Center Servers: A Voltage Scaling Approach. - Wei Zhang 082; Yonggang Wen 001; Loi Lei Lai; Fang Liu 009; Rui Fan 004 (IEEE Trans. Cloud Comput., 2021)

Joint Deep Multi-View Learning for Image Clustering. - Yuan Xie 006; Bingqian Lin; Yanyun Qu; Cuihua Li; Wensheng Zhang 002; Lizhuang Ma; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Knowl. Data Eng., 2021)

Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning. - Linsen Dong; Yuanlong Li; Xin Zhou 003; Yonggang Wen 001; Kyle Guan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Deep Reinforcement Learning for Tropical Air Free-cooled Data Center Control. - Duc Van Le; Rongrong Wang; Yingbo Liu; Rui Tan 001; Yew-Wah Wong; Yonggang Wen 001 (ACM Trans. Sens. Networks, 2021)

CycleResume: A Cycle Learning Framework with Hybrid Attention for Fine-Grained Talent-Job Fit. - Zichen Zhang 013; Yong Luo 002; Yonggang Wen 001; Xinwen Zhang (CICAI (3), 2022)

Titan: a scheduler for foundation model fine-tuning workloads. - Wei Gao; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (SoCC, 2022)

Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control. - Ruihang Wang; Xinyi Zhang; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (ICCPS, 2022)

Divergence-aware Federated Self-Supervised Learning. - Weiming Zhuang; Yonggang Wen 001; Shuai Zhang 004 (ICLR, 2022)

Federated Unsupervised Domain Adaptation for Face Recognition. - Weiming Zhuang; Xin Gan; Xuesen Zhang; Yonggang Wen 001; Shuai Zhang 004; Shuai Yi (ICME, 2022)

Optimizing Federated Unsupervised Person Re-identification via Camera-aware Clustering. - Jiabei Liu; Weiming Zhuang; Yonggang Wen 001; Jun Huang 007; Wei Lin 016 (MMSP, 2022)

Nonlinear Multi-Model Reuse. - Yong Luo 002; Ling-Yu Duan; Yan Bai; Tongliang Liu; Yihang Lou; Yonggang Wen 001 (MMSP, 2022)

Reducio: model reduction for data center predictive digital twins via physics-guided machine learning. - Zhiwei Cao; Ruihang Wang; Xin Zhou 003; Yonggang Wen 001 (BuildSys, 2022)

Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. - Yongyi Ran; Xin Zhou 003; Han Hu 003; Yonggang Wen 001 (SERVICES, 2022)

Primo: Practical Learning-Augmented Systems with Interpretable Models. - Qinghao Hu 004; Harsha Nori; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (USENIX ATC, 2022)

Toward a Systematic Survey for Carbon Neutral Data Centers. - Zhiwei Cao; Xin Zhou 003; Han Hu 003; Zhi Wang 001; Yonggang Wen 001 (IEEE Commun. Surv. Tutorials, 2022)

Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision. - Wei Gao; Qinghao Hu 004; Zhisheng Ye 002; Peng Sun 006; Xiaolin Wang 001; Yingwei Luo; Tianwei Zhang 004; Yonggang Wen 001 (CoRR, 2022)

Smart Multi-tenant Federated Learning. - Weiming Zhuang; Yonggang Wen 001; Shuai Zhang 004 (CoRR, 2022)

Machine Learning for a Sustainable Energy Future. - Zhenpeng Yao; Yanwei Lum; Andrew Johnston; Luis Martin Mejia-Mendoza; Xin Zhou 003; Yonggang Wen 001; Alán Aspuru-Guzik; Edward H. Sargent; Zhi Wei Seh (CoRR, 2022)

Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. - Qihuang Zhong; Liang Ding 006; Yibing Zhan; Yu Qiao 001; Yonggang Wen 001; Li Shen 008; Juhua Liu; Baosheng Yu; Bo Du 001; Yixin Chen 001; Xinbo Gao 001; Chunyan Miao; et al. (CoRR, 2022)

FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI. - Guanyu Gao; Chengru Song; T. G. Thusitha Asela Bandara; Meng Shen 002; Fan Yang; Wolf Posdorfer; Dacheng Tao; Yonggang Wen 001 (IEEE Internet Things J., 2022)

EasyFL: A Low-Code Federated Learning Platform for Dummies. - Weiming Zhuang; Xin Gan; Yonggang Wen 001; Shuai Zhang 004 (IEEE Internet Things J., 2022)

GradientFlow: Optimizing Network Performance for Large-Scale Distributed DNN Training. - Peng Sun 006; Yonggang Wen 001; Ruobing Han; Wansen Feng; Shengen Yan (IEEE Trans. Big Data, 2022)

FedABC: Targeting Fair Competition in Personalized Federated Learning. - Dui Wang; Li Shen 008; Yong Luo 002; Han Hu 003; Kehua Su; Yonggang Wen 001; Dacheng Tao (AAAI, 2023)

Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction. - Changsen Yuan; Heyan Huang; Yixin Cao 002; Yonggang Wen 001 (ACL (1), 2023)

Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. - Qinghao Hu 004; Meng Zhang 045; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (ASPLOS (2), 2023)

Toward Model-Assisted Safe Reinforcement Learning for Data Center Cooling Control: A Lyapunov-based Approach. - Zhiwei Cao; Ruihang Wang; Xin Zhou 003; Yonggang Wen 001 (e-Energy, 2023)

Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control. - Ruihang Wang; Zhiwei Cao; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (e-Energy, 2023)

MAS: Towards Resource-Efficient Federated Multiple-Task Learning. - Weiming Zhuang; Yonggang Wen 001; Lingjuan Lyu; Shuai Zhang 004 (ICCV, 2023)

Enhancing Portfolio Performance with Crypto Tokens: a Correlation Network Analysis. - Mengzhong Ma; Te Bao; Yonggang Wen 001 (ICDCS Workshops, 2023)

Rethinking the Localization in Weakly Supervised Object Localization. - Rui Xu 031; Yong Luo 002; Han Hu 003; Bo Du 001; Jialie Shen 001; Yonggang Wen 001 (ACM Multimedia, 2023)

Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. - Qinghao Hu 004; Zhisheng Ye 002; Meng Zhang 045; Qiaoling Chen; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (OSDI, 2023)

ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. - Minghao Li 005; Ruihang Wang; Xin Zhou 003; Zhaomeng Zhu; Yonggang Wen 001; Rui Tan 001 (BuildSys, 2023)

Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication. - Meng Zhang 045; Qinghao Hu 004; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (CoRR, 2023)

FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes. - Ting Zhe; Yongqian Li; Jing Zhang 037; Yong Luo 002; Han Hu 003; Bo Du 001; Yonggang Wen 001; Dacheng Tao (CoRR, 2023)

PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning. - Mengya Han; Heliang Zheng; Chaoyue Wang; Yong Luo 002; Han Hu 003; Jing Zhang 037; Yonggang Wen 001 (CoRR, 2023)

AMSP: Super-Scaling LLM Training via Advanced Model States Partitioning. - Qiaoling Chen; Qinghao Hu 004; Zhisheng Ye 002; Guoteng Wang; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (CoRR, 2023)

Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation Extraction. - Yixin Cao 002; Jun Kuang; Ming Gao 001; Aoying Zhou; Yonggang Wen 001; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2023)

Editorial. - Yonggang Wen 001 (IEEE Trans. Multim., 2023)

Two-Stream Prototype Learning Network for Few-Shot Face Recognition Under Occlusions. - Xingyu Yang; Mengya Han; Yong Luo 002; Han Hu 003; Yonggang Wen 001 (IEEE Trans. Multim., 2023)

Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning. - Yongyi Ran; Han Hu 003; Yonggang Wen 001; Xin Zhou 003 (IEEE Trans. Serv. Comput., 2023)

Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning. - Yongyi Ran; Xin Zhou 003; Han Hu 003; Yonggang Wen 001 (IEEE Trans. Serv. Comput., 2023)

Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis. - Weiming Zhuang; Xin Gan; Yonggang Wen 001; Shuai Zhang 004 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. - Jie Gui; Zhenan Sun; Yonggang Wen 001; Dacheng Tao; Jieping Ye (IEEE Trans. Knowl. Data Eng., 2023)

Region-adaptive Concept Aggregation for Few-shot Visual Recognition. - Mengya Han; Yibing Zhan; Baosheng Yu; Yong Luo 002; Han Hu 003; Bo Du 001; Yonggang Wen 001; Dacheng Tao (Mach. Intell. Res., 2023)

Automatic Transformation Search Against Deep Leakage From Gradients. - Wei Gao; Xu Zhang; Shangwei Guo; Tianwei Zhang 004; Tao Xiang 001; Han Qiu 001; Yonggang Wen 001; Yang Liu 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction. - Ruihang Wang; Deneng Xia; Zhiwei Cao; Yonggang Wen 001; Rui Tan 001; Xin Zhou 003 (ACM Trans. Model. Comput. Simul., 2023)

Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning. - Guanyu Gao; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2023)

Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network Training. - Meng Zhang 045; Qinghao Hu 004; Cheng Wan 005; Haozhao Wang; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 001 (ICDE, 2024)

Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. - Ziyi Zhang 001; Sen Zhang 006; Yibing Zhan; Yong Luo 002; Yonggang Wen 001; Dacheng Tao (ICML, 2024)

AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. - Wei Gao; Xu Zhang; Shan Huang; Shangwei Guo; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (ICS, 2024)

Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. - Wei Gao; Weiming Zhuang; Minghao Li 005; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (ICS, 2024)

Joint Input and Output Coordination for Class-Incremental Learning. - Shuai Wang 011; Yibing Zhan; Yong Luo 002; Han Hu 003; Wei Yu 004; Yonggang Wen 001; Dacheng Tao (IJCAI, 2024)

Lins: Reducing Communication Overhead of ZeRO for Efficient LLM Training. - Qiaoling Chen; Qinghao Hu 004; Guoteng Wang; Yingtong Xiong; Ting Huang; Xun Chen; Yang Gao 042; Hang Yan 001; Yonggang Wen 001; Tianwei Zhang 004; Peng Sun 006 (IWQoS, 2024)

Characterization of Large Language Model Development in the Datacenter. - Qinghao Hu 004; Zhisheng Ye 002; Zerui Wang; Guoteng Wang; Meng Zhang 045; Qiaoling Chen; Peng Sun 006; Dahua Lin; Xiaolin Wang 001; Yingwei Luo; Yonggang Wen 001; Tianwei Zhang 004 (NSDI, 2024)

TorchGT: A Holistic System for Large-Scale Graph Transformer Training. - Meng Zhang 045; Jie Sun 017; Qinghao Hu 004; Peng Sun 006; Zeke Wang; Yonggang Wen 001; Tianwei Zhang 004 (SC, 2024)

FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices. - Haozhao Wang; Yabo Jia; Meng Zhang 045; Qinghao Hu 004; Hao Ren 001; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (WWW, 2024)

InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding. - Qiaoling Chen; Diandian Gu; Guoteng Wang; Xun Chen; Yingtong Xiong; Ting Huang; Qinghao Hu 004; Xin Jin 008; Yonggang Wen 001; Tianwei Zhang 004; Peng Sun 006 (CoRR, 2024)

LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism. - Diandian Gu; Peng Sun 006; Qinghao Hu 004; Ting Huang; Xun Chen; Yingtong Xiong; Guoteng Wang; Qiaoling Chen; Shangchun Zhao; Jiarui Fang; Yonggang Wen 001; Tianwei Zhang 004; et al. (CoRR, 2024)

Efficient Training of Large Language Models on Distributed Infrastructures: A Survey. - Jiangfei Duan; Shuo Zhang 022; Zerui Wang; Lijuan Jiang; Wenwen Qu; Qinghao Hu 004; Guoteng Wang; Qizhen Weng; Hang Yan 001; Xingcheng Zhang; Xipeng Qiu; Dahua Lin; et al. (CoRR, 2024)

Generative AI in Data Center Networking: Fundamentals, Perspectives, and Case Study. - Yijing Liu 001; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Yonggang Wen 001; Dong In Kim (CoRR, 2024)

Exploring the Practicality of Differentially Private Federated Learning: A Local Iteration Tuning Approach. - Yipeng Zhou; Runze Wang; Jiahao Liu; Di Wu 001; Shui Yu 001; Yonggang Wen 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Data Center Sustainability: Revisits and Outlooks. - Zhiwei Cao; Xin Zhou 003; Xiangyu Wu; Zhaomeng Zhu; Tracy Liu; Jeffery Neng; Yonggang Wen 001 (IEEE Trans. Sustain. Comput., 2024)

Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning. - Ruihang Wang; Zhiwei Cao; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (ACM Trans. Cyber Phys. Syst., 2024)

Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition. - Mengya Han; Yibing Zhan; Yong Luo 002; Bo Du 001; Han Hu 003; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Web3 Metaverse: State-of-the-Art and Vision. - Hongzhou Chen; Haihan Duan; Maha Abdallah; Yufeng Zhu; Yonggang Wen 001; Abdulmotaleb El-Saddik; Wei Cai 002 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Deep Learning Workload Scheduling in GPU Datacenters: A Survey. - Zhisheng Ye 002; Wei Gao; Qinghao Hu 004; Peng Sun 006; Xiaolin Wang 001; Yingwei Luo; Tianwei Zhang 004; Yonggang Wen 001 (ACM Comput. Surv., 2024)

UniSched: A Unified Scheduler for Deep Learning Training Jobs With Different User Demands. - Wei Gao; Zhisheng Ye 002; Peng Sun 006; Tianwei Zhang 004; Yonggang Wen 001 (IEEE Trans. Computers, 2024)

Personalized Federated Mutual Learning for Unsupervised Camera-Aware Person Re-Identification. - Jiabei Liu; Weiming Zhuang; Yuanyuan Liu 004; Yonggang Wen 001; Jun Huang 007; Wei Lin 016 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Special Issue on Digital Twins. - Ziran Wang; Michael W. Grieves; Yonggang Wen 001; Fan Xue (IEEE Internet Comput., 2025)

Learning from models beyond fine-tuning. - Hongling Zheng; Li Shen 008; Anke Tang; Yong Luo 002; Han Hu 003; Bo Du 001; Yonggang Wen 001; Dacheng Tao (Nat. Mac. Intell., 2025)

Adaptive Capacity Provisioning for Carbon-Aware Data Centers: A Digital Twin-Based Approach. - Zhiwei Cao; Ruihang Wang; Xin Zhou 003; Rui Tan 001; Yonggang Wen 001; Yuejun Yan; Zhaoyang Wang (IEEE Trans. Sustain. Comput., 2025)

Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Electric Vehicles. - Hanwen Zhang 004; Ruichen Zhang; Wei Zhang 082; Dusit Niyato; Yonggang Wen 001 (CoRR, 2025)

SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading. - Qiaoling Chen; Shenggui Li; Wei Gao; Peng Sun 006; Yonggang Wen 001; Tianwei Zhang 004 (CoRR, 2025)

Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving. - Wei Gao; Xinyu Zhou; Peng Sun 006; Tianwei Zhang 004; Yonggang Wen 001 (CoRR, 2025)

Transforming Future Data Center Operations and Management via Physical AI. - Zhiwei Cao; Minghao Li 005; Feng Lin; Jimin Jia; Yonggang Wen 001; Jianxiong Yin; Simon See (CoRR, 2025)

Federated Learning With Only Positive Labels by Exploring Label Correlations. - Xuming An; Dui Wang; Li Shen 008; Yong Luo 002; Han Hu 003; Bo Du 001; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2025)

Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities. - Zhiwei Hao; Jianyuan Guo; Li Shen 008; Yong Luo 002; Han Hu 003; Guoxia Wang; Dianhai Yu; Yonggang Wen 001; Dacheng Tao (CoRR, 2025)

Fusion Intelligence for Digital Twinning AI Data Centers: A Synergistic GenAI-PhyAI Approach. - Ruihang Wang; Minghao Li 005; Zhiwei Cao; Jimin Jia; Kyle Guan; Yonggang Wen 001 (CoRR, 2025)

Toward Physics-Informed Machine Learning for Data Center Operations: A Tropical Case Study. - Ruihang Wang; Zhiwei Cao; Qingang Zhang; Rui Tan 001; Yonggang Wen 001; Tommy Leung; Stuart Kennedy; Justin Teoh (CoRR, 2025)

IceFrog: A Layer-Elastic Scheduling System for Deep Learning Training in GPU Clusters. - Wei Gao; Zhuoyuan Ouyang; Peng Sun 006; Tianwei Zhang 004; Yonggang Wen 001 (IEEE Trans. Parallel Distributed Syst., 2025)

ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning. - Zhiwei Hao; Jianyuan Guo; Li Shen 008; Yong Luo 002; Han Hu 003; Yonggang Wen 001 (Int. J. Comput. Vis., 2025)