An effective solution for trademark image retrieval by combining shape description and feature matching. - Heng Qi; Keqiu Li; Yanming Shen; Wenyu Qu (Pattern Recognit., 2010)

A Novel System for Evaluating Website Using Link Analysis. - Xiaoqiang Li; Yun Mi; Yingwei Jin; Heng Qi; Zhiyang Li 001 (TrustCom, 2012)

Object-based image retrieval with kernel on adjacency matrix and local combined features. - Heng Qi; Keqiu Li; Yanming Shen; Wenyu Qu (ACM Trans. Multim. Comput. Commun. Appl., 2012)

MVSS: Mobile Visual Search Based on Saliency. - Yegang Du; Zhiyang Li 001; Wenyu Qu; Siyang Miao; Songhe Wang; Heng Qi (HPCC/EUC, 2013)

The Exchanged Folded Hypercube. - Yang Li; Heng Qi; Zhiyang Li 001; Keqiu Li (HPCC/EUC, 2013)

Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems. - Xiulong Liu; Heng Qi; Keqiu Li; Yanming Shen; Alex X. Liu; Wenyu Qu (MASS, 2013)

UniDis: a universal discretization technique. - Yu Sang; Yingwei Jin; Keqiu Li; Heng Qi (J. Intell. Inf. Syst., 2013)

A Shape Clustering Based Framework for Fast Context-Sensitive Shape Retrieval. - Heng Qi; Haibo Xu; Keqiu Li; Jingyi Li (DASC, 2014)

Efficient Detection of Cloned Attacks for Large-Scale RFID Systems. - Xiulong Liu; Heng Qi; Keqiu Li; Jie Wu 001; Weilian Xue; Geyong Min; Bin Xiao 001 (ICA3PP (1), 2014)

The SDN controller placement problem for WAN. - Peng Xiao 007; Wenyu Qu; Heng Qi; Zhiyang Li 001; Yujie Xu (ICCC, 2014)

Fast Counting the Key Tags in Anonymous RFID Systems. - Xiulong Liu; Keqiu Li; Heng Qi; Bin Xiao 001; Xin Xie 001 (ICNP, 2014)

A Framework of Mobile Visual Search Based on the Weighted Matching of Dominant Descriptor. - Guoyu Lan; Heng Qi; Keqiu Li; Kai Lin; Wenyu Qu; Zhiyang Li 001 (ACM Multimedia, 2014)

Preface. - Kequi Li; Heng Qi (Comput. Syst. Sci. Eng., 2014)

A hierarchical kernel for image classification based on layered representation. - Heng Qi; Guoyu Lan; Kequi Li (Comput. Syst. Sci. Eng., 2014)

Progressive transmission based on wavelet used in mobile visual search. - Siyang Miao; Zhiyang Li 001; Wenyu Qu; Yegang Du; Songhe Wang; Heng Qi (Int. J. Embed. Syst., 2014)

An effective discretization method for disposing high-dimensional data. - Yu Sang; Heng Qi; Keqiu Li; Yingwei Jin; Deqin Yan; Shusheng Gao (Inf. Sci., 2014)

A Low Transmission Overhead Framework of Mobile Visual Search Based on Vocabulary Decomposition. - Heng Qi; Milos Stojmenovic; Keqiu Li; Zhiyang Li 001; Wenyu Qu (IEEE Trans. Multim., 2014)

WARank: Weighted Asymmetric Ranking for Approximate Nearest Neighbor Search. - Yuan Cao 005; Heng Qi; Keqiu Li; Yingwei Jin; Zhiyang Li 001 (CIT/IUCC/DASC/PICom, 2015)

Pota: Maximizing Profit for Task-Level Scheduling for Data Center Networks. - Xiaoyi Tao; Heng Qi; Wenxin Li 001; Keqiu Li; Yingwei Jin (CIT/IUCC/DASC/PICom, 2015)

D2CS: Dynamic Duty Cycle Scheme in an Opportunistic Routing Sensor Network. - Bingxin Niu; Heng Qi; Keqiu Li; Xiulong Liu; Weilian Xue (ICCCN, 2015)

Zebra: An East-West Control Framework for SDN Controllers. - Haisheng Yu 001; Keqiu Li; Heng Qi; Wenxin Li 001; Xiaoyi Tao (ICPP, 2015)

RFID cardinality estimation with blocker tags. - Xiulong Liu; Bin Xiao 001; Keqiu Li; Jie Wu 001; Alex X. Liu; Heng Qi; Xin Xie 001 (INFOCOM, 2015)

Detecting DDoS attacks against data center with correlation analysis. - Peng Xiao 007; Wenyu Qu; Heng Qi; Zhiyang Li 001 (Comput. Commun., 2015)

An exchanged folded hypercube-based topology structure for interconnection networks. - Heng Qi; Yang Li; Keqiu Li; Milos Stojmenovic (Concurr. Comput. Pract. Exp., 2015)

A Low Overhead Progressive Transmission for Visual Descriptor Based on Image Saliency. - Yegang Du; Zhiyang Li 001; Milos Stojmenovic; Wenyu Qu; Heng Qi (J. Multiple Valued Log. Soft Comput., 2015)

The Indexing based on Multiple Visual Dictionaries for Object Based Image Retrieval. - Heng Qi; Milos Stojmenovic; Keqiu Li; Zhiyang Li 001 (J. Multiple Valued Log. Soft Comput., 2015)

ECDS: An effective shape signature using electrical charge distribution on the shape. - Zhiyang Li 001; Wenyu Qu; Junjie Cao 001; Heng Qi; Milos Stojmenovic (Pattern Recognit., 2015)

Sampling Bloom Filter-Based Detection of Unknown RFID Tags. - Xiulong Liu; Heng Qi; Keqiu Li; Ivan Stojmenovic; Alex X. Liu; Yanming Shen; Wenyu Qu; Weilian Xue (IEEE Trans. Commun., 2015)

MDFS: Deadline-Driven Flow Scheduling Scheme in Multi-Resource Environments. - Jianhui Zhang; Keqiu Li; Deke Guo; Heng Qi; Wenxin Li 001; Yingwei Jin (IEEE Trans. Multi Scale Comput. Syst., 2015)

ATFQ: A Fair and Efficient Packet Scheduling Method in Multi-Resource Environments. - Jianhui Zhang; Heng Qi; Deke Guo; Keqiu Li; Wenxin Li 001; Yingwei Jin (IEEE Trans. Netw. Serv. Manag., 2015)

An Efficient Elephant Flow Detection with Cost-Sensitive in SDN. - Peng Xiao 007; Wenyu Qu; Heng Qi; Yujie Xu; Zhiyang Li 001 (EAI Endorsed Trans. Ubiquitous Environ., 2015)

Approximate convex decomposition for 2D shapes based on visibility range. - Zhiyang Li 001; Wenyu Qu; Heng Qi; Milos Stojmenovic (ICME, 2016)

Data Rate Guarantee for Coflow scheduling in network function virtualization. - Jianhui Zhang; Keqiu Li; Deke Guo; Heng Qi; Xiaoyi Tao; Yingwei Jin (IWQoS, 2016)

Fast Collection of Data in Sensor-Augmented RFID Networks. - Xin Xie 001; Xiulong Liu; Weilian Xue; Keqiu Li; Bin Xiao 001; Heng Qi (SECON, 2016)

Multiple Query-Independent Values Based Asymmetric Ranking for Approximate Nearest Neighbor Search. - Yuan Cao 005; Heng Qi; Keqiu Li; Milos Stojmenovic (Trustcom/BigDataSE/ISPA, 2016)

Scheduling Dependent Coflows with Guaranteed Job Completion Time. - Yang Liu; Wenxin Li 001; Keqiu Li; Heng Qi; Xiaoyi Tao; Sheng Chen 008 (Trustcom/BigDataSE/ISPA, 2016)

An Efficient DDoS Detection with Bloom Filter in SDN. - Peng Xiao 007; Zhiyang Li 001; Heng Qi; Wenyu Qu; Haisheng Yu 001 (Trustcom/BigDataSE/ISPA, 2016)

Towards Application-Aware In-Network Bandwidth Management in Data Centers. - Renhai Xu; Wenxin Li 001; Keqiu Li; Heng Qi (Trustcom/BigDataSE/ISPA, 2016)

Robust subspace segmentation via nonconvex low rank representation. - Wei Jiang 007; Jing Liu; Heng Qi; Qionghai Dai (Inf. Sci., 2016)

A K self-adaptive SDN controller placement for wide area networks. - Peng Xiao 007; Zhiyang Li 001; Song Guo 001; Heng Qi; Wenyu Qu; Haisheng Yu 001 (Frontiers Inf. Technol. Electron. Eng., 2016)

A Decision Support Scheme for Cloud Storage. - Yang Gao 010; Keqiu Li; Heng Qi (CBD, 2017)

An efficient deep learning hashing neural network for mobile visual search. - Heng Qi; Wu Liu; Liang Liu 001 (GlobalSIP, 2017)

More Peak, Less Differentiation: Towards A Pricing-aware Online Control Framework for Inter-Datacenter Transfers. - Wenxin Li 001; Xiaobo Zhou 003; Keqiu Li; Heng Qi; Deke Guo (ICDCS, 2017)

Probabilistic Frequent Itemsets Mining Based on Expectation Bound over Uncertain Database. - Lihai Nie; Zhiyang Li 001; Heng Qi; Weijiang Liu; Wenyu Qu (ISPAN-FCST-ISCC, 2017)

Grid-Based Indexing and Search Algorithms for Large-Scale and High-Dimensional Data. - Chuanfu Yang; Zhiyang Li 001; Wenyu Qu; Zhaobin Liu; Heng Qi (ISPAN-FCST-ISCC, 2017)

Optimizing the cost-performance tradeoff for geo-distributed data analytics with uncertain demand. - Wenxin Li 001; Renhai Xu; Heng Qi; Keqiu Li; Xiaobo Zhou 003 (IWQoS, 2017)

AJSR: an Efficient Multiple Jumps Forwarding Scheme in Software-Defined WAN. - Xiaodong Dong; Zhiqiang Guo; Xiaobo Zhou 003; Heng Qi; Keqiu Li (IEEE Access, 2017)

Profit-aware scheduling in task-level for datacenter networks. - Xiaoyi Tao; Heng Qi; Wenxin Li 001; Keqiu Li; Yang Liu (Comput. Electr. Eng., 2017)

Dynamic scheming the duty cycle in the opportunistic routing sensor network. - Bingxin Niu; Heng Qi; Keqiu Li; Xiulong Liu; Weilian Xue (Concurr. Comput. Pract. Exp., 2017)

New advances in future network technologies. - Heng Qi; Mianxiong Dong (Concurr. Comput. Pract. Exp., 2017)

Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification. - Yunlong Bian; Chuang Gan 001; Xiao Liu 022; Fu Li 003; Xiang Long; Yandong Li; Heng Qi; Jie Zhou; Shilei Wen; Yuanqing Lin (CoRR, 2017)

Joint correlation exploitation and network coding in two-way relaying systems. - Zongliang ZhuanSun; Kequi Li; Heng Qi; Guolong Chen (Comput. Syst. Sci. Eng., 2017)

Deep learning hashing for mobile visual search. - Wu Liu; Huadong Ma; Heng Qi; Dong Zhao 001; Zhineng Chen (EURASIP J. Image Video Process., 2017)

Communication-aware virtual machine migration in cloud data centres. - Weilian Xue; Wenxin Li 001; Heng Qi; Keqiu Li; Xiaoyi Tao; Xinhua Ji (Int. J. High Perform. Comput. Netw., 2017)

Pinpointing Anomaly RFID Tags: Situation and Opportunities. - Xiulong Liu; Xin Xie 001; Kun Wang 005; Heng Qi; Jiannong Cao 001; Song Guo 001; Keqiu Li (IEEE Netw., 2017)

Joint Optimization of Bandwidth for Provider and Delay for User in Software Defined Data Centers. - Wenxin Li 001; Heng Qi; Keqiu Li; Ivan Stojmenovic; Julong Lan (IEEE Trans. Cloud Comput., 2017)

Hash Ranking With Weighted Asymmetric Distance for Image Search. - Yuan Cao 005; Heng Qi; Jien Kato; Keqiu Li (IEEE Trans. Computational Imaging, 2017)

Minimal Perfect Hashing-Based Information Collection Protocol for RFID Systems. - Xin Xie 001; Xiulong Liu; Keqiu Li; Bin Xiao 001; Heng Qi (IEEE Trans. Mob. Comput., 2017)

RFID Estimation With Blocker Tags. - Xiulong Liu; Bin Xiao 001; Keqiu Li; Alex X. Liu; Jie Wu 001; Xin Xie 001; Heng Qi (IEEE/ACM Trans. Netw., 2017)

Fast Tracking the Population of Key Tags in Large-Scale Anonymous RFID Systems. - Xiulong Liu; Xin Xie 001; Keqiu Li; Bin Xiao 001; Jie Wu 001; Heng Qi; Dawei Lu (IEEE/ACM Trans. Netw., 2017)

Performance Guaranteed Computation Offloading for Mobile-Edge Cloud Computing. - Xiaoyi Tao; Kaoru Ota; Mianxiong Dong; Heng Qi; Keqiu Li (IEEE Wirel. Commun. Lett., 2017)

CPSS: A study of Cyber Physical System as a Software-defined Service. - Haisheng Yu 001; Heng Qi; Keqiu Li (IIKI, 2018)

Leveraging Endpoint Flexibility when Scheduling Coflows across Geo-distributed Datacenters. - Wenxin Li 001; Xu Yuan 001; Keqiu Li; Heng Qi; Xiaobo Zhou 003 (INFOCOM, 2018)

CLICK-UP: Towards Software Upgrades of Click-driven Stateful Network Elements. - Junxiao Wang; Yuchen Huang; Heng Qi; Keqiu Li; Steve Uhlig (SIGCOMM Posters and Demos, 2018)

Fast and Accurate Missing Tag Detection for Multi-category RFID Systems. - Xiulong Liu; Kaimin Guo; Zijuan Liu; Xiaobo Zhou 003; Heng Qi; Weilian Xue (SmartIoT, 2018)

Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey. - Yuan Cao 005; Heng Qi; Wenrui Zhou; Jien Kato; Keqiu Li; Xiulong Liu; Jie Gui (IEEE Access, 2018)

Optimizing the Cost-Performance Tradeoff for Coflows Across Geo-Distributed Datacenters. - Xinping Xu; Wenxin Li 001; Keqiu Li; Heng Qi; Yingwei Jin (IEEE Access, 2018)

A decision-making solution for cloud storage system. - Yang Gao 010; Heng Qi; Yingwei Jin; Keqiu Li (Concurr. Comput. Pract. Exp., 2018)

On efficient virtual cluster scaling across geo-distributed data centers. - Xinping Xu; Wenxin Li 001; Heng Qi; Keqiu Li (Concurr. Comput. Pract. Exp., 2018)

Special issue: BigDataSE 2016. - Heng Qi; Kequi Li (Comput. Syst. Sci. Eng., 2018)

Openflow Based Dynamic Flow Scheduling with Multipath for Data Center Networks. - Haisheng Yu 001; Heng Qi; Keqiu Li; Jianhui Zhang; Peng Xiao 007; Xun Wang (Comput. Syst. Sci. Eng., 2018)

PRSFC-IoT: A Performance and Resource Aware Orchestration System of Service Function Chaining for Internet of Things. - Junxiao Wang; Heng Qi; Keqiu Li; Xiaobo Zhou 003 (IEEE Internet Things J., 2018)

More Requests, Less Cost: Uncertain Inter-Datacenter Traffic Transmission with Multi-Tier Pricing. - Xiaodong Dong; Sheng Chen 008; Laiping Zhao; Xiaobo Zhou 003; Heng Qi; Keqiu Li (J. Comput. Sci. Technol., 2018)

Sustainable green data center: Guaranteeing flow deadlines in chains of virtual network functions with MRouting. - Jianhui Zhang; Keqiu Li; Deke Guo; Heng Qi; Haisheng Yu 001; Yingwei Jin; Arun Kumar Sangaiah (Sustain. Comput. Informatics Syst., 2018)

TrafficShaper: Shaping Inter-Datacenter Traffic to Reduce the Transmission Cost. - Wenxin Li 001; Xiaobo Zhou 003; Keqiu Li; Heng Qi; Deke Guo (IEEE/ACM Trans. Netw., 2018)

CoMan: Managing Bandwidth Across Computing Frameworks in Multiplexed Datacenters. - Wenxin Li 001; Deke Guo; Alex X. Liu; Keqiu Li; Heng Qi; Song Guo 001; Ali Munir; Xiaoyi Tao (IEEE Trans. Parallel Distributed Syst., 2018)

iDaaS: Inter-Datacenter Network as a Service. - Wenxin Li 001; Deke Guo; Keqiu Li; Heng Qi; Jianhui Zhang (IEEE Trans. Parallel Distributed Syst., 2018)

A Framework for Resource-aware Online Traffic Classification Using CNN. - Wanqian Zhang; Junxiao Wang; Sheng Chen 008; Heng Qi; Keqiu Li (CFI, 2019)

HBL-Sketch: A New Three-Tier Sketch for Accurate Network Measurement. - Keyan Zhao; Junxiao Wang; Heng Qi; Xin Xie 001; Xiaobo Zhou 003; Keqiu Li (ICA3PP (1), 2019)

An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing. - Shiqiang Li; Weize Wang; Jiawei Shan; Heng Qi; Yanming Shen; Baocai Yin (ICPADS, 2019)

D2D-Assisted Computation Offloading for Mobile Edge Computing Systems with Energy Harvesting. - Molin Li; Tong Chen 003; Jiaxin Zeng; Xiaobo Zhou 003; Keqiu Li; Heng Qi (PDCAT, 2019)

Contourlet Transform Based Seismic Signal Denoising via Multi-scale Information Distillation Network. - Yu Sang; Jinguang Sun; Si-Miao Wang; Xiangfu Meng; Heng Qi (PRICAI (2), 2019)

An Effective Network Intrusion Detection Framework Based on Learning to Hash. - Wenrui Zhou; Yuan Cao 005; Heng Qi; Junxiao Wang (SmartIoT, 2019)

ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction. - Mourad Lablack; Heng Qi; Yanming Shen; Baocai Yin (IEEE Access, 2019)

An Active Controller Selection Scheme for Minimizing Packet-In Processing Latency in SDN. - Haisheng Yu 001; Keqiu Li; Heng Qi (Secur. Commun. Networks, 2019)

General Distributed Hash Learning on Image Descriptors for $k$-Nearest Neighbor Search. - Yuan Cao 005; Heng Qi; Jie Gui; Shuai Li 002; Keqiu Li (IEEE Signal Process. Lett., 2019)

Cost-Minimizing Bandwidth Guarantee for Inter-Datacenter Traffic. - Wenxin Li 001; Keqiu Li; Deke Guo; Geyong Min; Heng Qi; Jianhui Zhang (IEEE Trans. Cloud Comput., 2019)

FlowTracer: An Effective Flow Trajectory Detection Solution Based on Probabilistic Packet Tagging in SDN-Enabled Networks. - Junxiao Wang; Heng Qi; Yang He; Wenxin Li 001; Keqiu Li; Xiaobo Zhou 003 (IEEE Trans. Netw. Serv. Manag., 2019)

Coflow Scheduling in the Multi-Resource Environment. - Jianhui Zhang; Deke Guo; Keqiu Li; Heng Qi; Xiaoyi Tao; Yingwei Jin (IEEE Trans. Netw. Serv. Manag., 2019)

Fast Identification of Multi-Tagged Objects for Large-Scale RFID Systems. - Xin Xie 001; Xiulong Liu; Heng Qi; Keqiu Li (IEEE Wirel. Commun. Lett., 2019)

Health Informatics: Applications of Mobile and Wireless Technologies. - Milos Stojmenovic; Tom Gedeon; Heng Qi; Seyed M. Buhari (Wirel. Commun. Mob. Comput., 2019)

Medical Image Super-Resolution Via Granular Multi-Scale Network In Nsct Domain. - Yu Sang; Jinguang Sun; Si-Miao Wang; Keqiu Li; Heng Qi (ICME, 2020)

TINA: A Fair Inter-datacenter Transmission Mechanism with Deadline Guarantee. - Xiaodong Dong; Wenxin Li 001; Xiaobo Zhou 003; Keqiu Li; Heng Qi (INFOCOM, 2020)

Efficient Coflow Transmission for Distributed Stream Processing. - Wenxin Li 001; Xu Yuan 001; Wenyu Qu; Heng Qi; Xiaobo Zhou 003; Sheng Chen 008; Renhai Xu (INFOCOM, 2020)

A Comprehensive Survey on Traffic Prediction. - Xueyan Yin; Genze Wu; Jinze Wei; Yanming Shen; Heng Qi; Baocai Yin (CoRR, 2020)

Breaking the Expressive Bottlenecks of Graph Neural Networks. - Mingqi Yang; Yanming Shen; Heng Qi; Baocai Yin (CoRR, 2020)

WECAN: an Efficient West-East Control Associated Network for Large-Scale SDN Systems. - Haisheng Yu 001; Heng Qi; Keqiu Li (Mob. Networks Appl., 2020)

Latency-Constrained Cost-Minimized Request Allocation for Geo-Distributed Cloud Services. - Xinping Xu; Wenxin Li 001; Heng Qi; Junxiao Wang; Keqiu Li (IEEE Open J. Commun. Soc., 2020)

Scale balance for prototype-based binary quantization. - Zhiyang Li 001; Wenyu Qu; Yuan Cao 005; Heng Qi; Milos Stojmenovic; Jia Hu 001 (Pattern Recognit., 2020)

Intelligent Trajectory Inference Through Cellular Signaling Data. - Heng Qi; Yanming Shen; Baocai Yin (IEEE Trans. Cogn. Commun. Netw., 2020)

Geographical Correlation-Based Data Collection for Sensor-Augmented RFID Systems. - Xin Xie 001; Xiulong Liu; Heng Qi; Bin Xiao 001; Keqiu Li; Jie Wu 001 (IEEE Trans. Mob. Comput., 2020)

Implementation of Differential Tag Sampling for COTS RFID Systems. - Xin Xie 001; Xiulong Liu; Xibin Zhao; Weilian Xue; Bin Xiao 001; Heng Qi; Keqiu Li; Jie Wu 001 (IEEE Trans. Mob. Comput., 2020)

Endpoint-Flexible Coflow Scheduling Across Geo-Distributed Datacenters. - Wenxin Li 001; Xu Yuan 001; Keqiu Li; Heng Qi; Xiaobo Zhou 003; Renhai Xu (IEEE Trans. Parallel Distributed Syst., 2020)

Traffic Knowledge Graph Based Trajectory Destination Prediction. - Zhuang Zhuang; Lu Wang; Zhenliang Hao; Heng Qi; Yanming Shen; Baocai Yin (Big Data (CCF), 2021)

Super-Resolution and Infection Edge Detection Co-Guided Learning for Covid-19 Ct Segmentation. - Yu Sang; Jinguang Sun; Si-Miao Wang; Heng Qi; Keqiu Li (ICASSP, 2021)

STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction. - Xueyan Yin; Feifan Li; Genze Wu; Pengfei Wang 013; Yanming Shen; Heng Qi; Baocai Yin (ICPADS, 2021)

A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains. - Xin Xie 001; Xiulong Liu; Song Guo 001; Heng Qi; Keqiu Li (INFOCOM, 2021)

DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning. - Renhai Xu; Wenxin Li 001; Keqiu Li; Xiaobo Zhou 003; Heng Qi (IWQoS, 2021)

Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. - Mingqi Yang; Yanming Shen; Heng Qi; Baocai Yin (WWW, 2021)

Improving Spectral Graph Convolution for Learning Graph-level Representation. - Mingqi Yang; Rui Li 086; Yanming Shen; Heng Qi; Baocai Yin (CoRR, 2021)

Near-convex decomposition of 2D shape using visibility range. - Zhiyang Li 001; Wenyu Qu; Heng Qi; Milos Stojmenovic (Comput. Vis. Image Underst., 2021)

Cost as Performance: VNF Placement at the Edge. - Xiaoyi Tao; Kaoru Ota; Mianxiong Dong; Heng Qi; Keqiu Li (IEEE Netw. Lett., 2021)

Multi-stage attention spatial-temporal graph networks for traffic prediction. - Xueyan Yin; Genze Wu; Jinze Wei; Yanming Shen; Heng Qi; Baocai Yin (Neurocomputing, 2021)

A Blockchain-Driven IIoT Traffic Classification Service for Edge Computing. - Heng Qi; Junxiao Wang; Wenxin Li 001; Yuxin Wang 001; Tie Qiu 001 (IEEE Internet Things J., 2021)

DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers. - Deshun Li; Heng Qi; Yanming Shen; Keqiu Li (IEEE Netw., 2021)

Click-UP: Toward the Software Upgrade of Click-Based Modular Network Function. - Junxiao Wang; Heng Qi; Keqiu Li; Steve Uhlig (IEEE Syst. J., 2021)

Fast kNN Search in Weighted Hamming Space With Multiple Tables. - Jie Gui; Yuan Cao 005; Heng Qi; Keqiu Li; Jieping Ye; Chao Liu 008; Xiaowei Xu 005 (IEEE Trans. Image Process., 2021)

A Spatial-Temporal Attention Approach for Traffic Prediction. - Xiaoming Shi 001; Heng Qi; Yanming Shen; Genze Wu; Baocai Yin (IEEE Trans. Intell. Transp. Syst., 2021)

Learning to Hash With Dimension Analysis Based Quantizer for Image Retrieval. - Yuan Cao 005; Heng Qi; Jie Gui; Keqiu Li; Yuan Yan Tang; James Tin-Yau Kwok (IEEE Trans. Multim., 2021)

Congestion-Aware Scheduling for Software-Defined SAG Networks. - Xiaoyi Tao; Kaoru Ota; Mianxiong Dong; Heng Qi; Keqiu Li (IEEE Trans. Netw. Sci. Eng., 2021)

Dynamic SDN Control Plane Request Assignment in NFV Datacenters. - Junxiao Wang; Heng Qi; Wenxin Li 001; Keqiu Li; Steve Uhlig; Yuxin Wang 001 (IEEE Trans. Netw. Sci. Eng., 2021)

Scheduling Mix-Coflows in Datacenter Networks. - Renhai Xu; Wenxin Li 001; Keqiu Li; Xiaobo Zhou 003; Heng Qi (IEEE Trans. Netw. Serv. Manag., 2021)

Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling. - Wenxin Li 001; Duowen Liu; Kai Chen 005; Keqiu Li; Heng Qi (IEEE Trans. Parallel Distributed Syst., 2021)

A Priority-Based Tag Identification Protocol for the Large-Scale RFID System. - Kaimin Guo; Xin Xie 001; Heng Qi; Keqiu Li (IEEE Wirel. Commun. Lett., 2021)

One-shot Network Pruning at Initialization with Discriminative Image Patches. - Yinan Yang 001; Yu Wang 018; Ying Ji 003; Heng Qi; Jien Kato (BMVC, 2022)

A New Perspective on the Effects of Spectrum in Graph Neural Networks. - Mingqi Yang; Yanming Shen; Rui Li 086; Heng Qi; Qiang Zhang 008; Baocai Yin (ICML, 2022)

A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. - Lei Liu; Yanming Shen; Heng Qi (ICPADS, 2022)

BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks. - Yuan Liu; Wenxin Li 001; Wenyu Qu; Heng Qi (ICPP, 2022)

Protect Privacy from Gradient Leakage Attack in Federated Learning. - Junxiao Wang; Song Guo 001; Xin Xie 001; Heng Qi (INFOCOM, 2022)

Optimization of O2O Food Delivery Strategy in Smart Cities. - Xiangyu Kong; Guangyu Zou; Heng Qi; Jiafu Tang (ISC2, 2022)

TailCmp - A Tail Latency Evaluation Solution of Public Cloud and Labeled von Neumann Architecture based Cloud Prototype. - Xiangyu Kong; Xuesong Gao; Shibao Pan; Yizhi Zhou; Yanan Yang; Laiping Zhao; Heng Qi (ISPA/BDCloud/SocialCom/SustainCom, 2022)

Federated Unlearning via Class-Discriminative Pruning. - Junxiao Wang; Song Guo 001; Xin Xie 001; Heng Qi (WWW, 2022)

Efficient collision-slot utilization for missing tags identification in RFID system. - Kaimin Guo; Xin Xie 001; Sheng Chen 008; Heng Qi; Keqiu Li (Comput. Commun., 2022)

NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction. - Xueyan Yin; Feifan Li; Yanming Shen; Heng Qi; Baocai Yin (CoRR, 2022)

Blockchain-Enhanced Federated Learning Market With Social Internet of Things. - Pengfei Wang 013; Yian Zhao; Mohammad S. Obaidat; Zongzheng Wei; Heng Qi; Chi Lin 001; Yunming Xiao; Qiang Zhang 008 (IEEE J. Sel. Areas Commun., 2022)

A High Time-Efficient Missing Tag Detection Scheme for Integrated RFID Systems. - Kaimin Guo; Xin Xie 001; Heng Qi; Keqiu Li (Sensors, 2022)

A powerful software-defined cyber-physical system to expand CPS adoption. - Haisheng Yu 001; Heng Qi; Keqiu Li (Softw. Pract. Exp., 2022)

Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters. - Wenxin Li 001; Sheng Chen 008; Keqiu Li; Heng Qi; Renhai Xu; Song Zhang 008 (IEEE Trans. Cloud Comput., 2022)

Congestion-Aware Traffic Allocation for Geo-Distributed Data Centers. - Xiaoyi Tao; Kaoru Ota; Mianxiong Dong; Wuyunzhaola Borjigin; Heng Qi; Keqiu Li (IEEE Trans. Cloud Comput., 2022)

Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach. - Xinping Xu; Wenxin Li 001; Renhai Xu; Heng Qi; Keqiu Li; Xiaobo Zhou 003; Sheng Chen 008 (IEEE Trans. Cloud Comput., 2022)

Hash Learning With Variable Quantization for Large-Scale Retrieval. - Yuan Cao 005; Sheng Chen 008; Jie Gui; Heng Qi; Zhiyang Li 001; Chao Liu 008 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Scalable Distributed Hashing for Approximate Nearest Neighbor Search. - Yuan Cao 005; Junwei Liu; Heng Qi; Jie Gui; Keqiu Li; Jieping Ye; Chao Liu 008 (IEEE Trans. Image Process., 2022)

TCSA-Net: A Temporal-Context-Based Self-Attention Network for Next Location Prediction. - Guiming Sun; Heng Qi; Yanming Shen; Baocai Yin (IEEE Trans. Intell. Transp. Syst., 2022)

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions. - Xueyan Yin; Genze Wu; Jinze Wei; Yanming Shen; Heng Qi; Baocai Yin (IEEE Trans. Intell. Transp. Syst., 2022)

A Tag-Correlation-Based Approach to Fast Identification of Group Tags. - Xin Xie 001; Xiulong Liu; Heng Qi; Song Guo 001; Keqiu Li (IEEE Trans. Mob. Comput., 2022)

Context-guided Ground Truth Sampling for Multi-Modality Data Augmentation in Autonomous Driving. - Heng Qi (IEEE DataPort, 2022)

K Asynchronous Federated Learning with Cosine Similarity Based Aggregation on Non-IID Data. - Shan Wu; Yizhi Zhou; Xuesong Gao; Heng Qi (ICA3PP (6), 2023)

FEAML: A Mobile Traffic Classification System with Feature Expansion and Autonomous Machine Learning. - Qing Yang; Xiangyu Kong; Yilei Xiao; Yue Lin; Rui Wen; Heng Qi (ICA3PP (5), 2023)

Anomalous Behavior Identification with Visual Federated Learning in Multi-UAVs Systems. - Pengfei Wang 013; Xinrui Yu; Yefei Ye; Heng Qi; Shuo Yu 001; Leyou Yang; Qiang Zhang 008 (ICPADS, 2023)

KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks. - Zhizhi Yu; Di Jin 001; Cuiying Huo; Zhiqiang Wang; Xiulong Liu; Heng Qi; Jia Wu 001; Lingfei Wu 001 (WWW, 2023)

Robust low tubal rank tensor completion via factor tensor norm minimization. - Wei Jiang 007; Jun Zhang; Changsheng Zhang 005; Lijun Wang; Heng Qi (Pattern Recognit., 2023)

Graph Optimized Data Offloading for Crowd-AI Hybrid Urban Tracking in Intelligent Transportation Systems. - Pengfei Wang 013; Yuzhu Pan; Chi Lin 001; Heng Qi; Jiankang Ren; Ning Wang 018; Zhen Yu; Dongsheng Zhou; Qiang Zhang 008 (IEEE Trans. Intell. Transp. Syst., 2023)

MT-Net: Fast video instance lane detection based on space time memory and template matching. - Peicheng Shi; Chenghui Zhang; Shucai Xu; Heng Qi; Xinhe Chen (J. Vis. Commun. Image Represent., 2023)

Breaking the Expression Bottleneck of Graph Neural Networks. - Mingqi Yang; Renjian Wang; Yanming Shen; Heng Qi; Baocai Yin (IEEE Trans. Knowl. Data Eng., 2023)

Efficient Integrity Authentication Scheme for Large-Scale RFID Systems. - Xin Xie 001; Xiulong Liu; Junxiao Wang; Song Guo 001; Heng Qi; Keqiu Li (IEEE Trans. Mob. Comput., 2023)

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. - Zhuang Zhuang; Tianxin Wei; Lingbo Liu; Heng Qi; Yanming Shen; Baocai Yin (AAAI, 2024)

Financial Fraud Defense Strategy based on Gradient Compensated Asynchronous Federated Learning. - Tongrui Liu; Yizhi Zhou; Zhipeng Song; Xibei Jia; Shan Wu; Heng Qi (ICPADS, 2024)

Flow Scheduling with Imprecise Knowledge. - Wenxin Li 001; Xin He; Yuan Liu; Keqiu Li; Kai Chen 005; Zhao Ge; Zewei Guan; Heng Qi; Song Zhang 008; Guyue Liu (NSDI, 2024)

Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections. - Ranran Wang; Yusong Qiu; Xinyu Hao; Shan Jin; Junxiu Gao; Heng Qi; Qi Xu; Yong Zhang; Hongming Xu 002 (Biomed. Signal Process. Control., 2024)

TS-BEV: BEV object detection algorithm based on temporal-spatial feature fusion. - Xinlong Dong; Peicheng Shi; Heng Qi; Aixi Yang; Taonian Liang (Displays, 2024)

Federated Unlearning With Momentum Degradation. - Yian Zhao; Pengfei Wang 013; Heng Qi; Jianguo Huang; Zongzheng Wei; Qiang Zhang 008 (IEEE Internet Things J., 2024)

Server-Initiated Federated Unlearning to Eliminate Impacts of Low-Quality Data. - Pengfei Wang 013; Wei Song; Heng Qi; Changjun Zhou; Fuliang Li; Yong Wang 046; Peng Sun 003; Qiang Zhang 008 (IEEE Trans. Serv. Comput., 2024)

Mitigating Poor Data Quality Impact with Federated Unlearning for Human-Centric Metaverse. - Pengfei Wang 013; Zongzheng Wei; Heng Qi; Shaohua Wan 001; Yunming Xiao; Geng Sun 001; Qiang Zhang 008 (IEEE J. Sel. Areas Commun., 2024)

iDetector: A Novel Real-Time Intrusion Detection Solution for IoT Networks. - Xiangyu Kong; Yizhi Zhou; Yilei Xiao; Xuezhou Ye; Heng Qi; Xiulong Liu (IEEE Internet Things J., 2024)

Decentralized Navigation With Heterogeneous Federated Reinforcement Learning for UAV-Enabled Mobile Edge Computing. - Pengfei Wang 013; Hao Yang; Guangjie Han; Ruiyun Yu; Leyou Yang; Geng Sun 001; Heng Qi; Xiaopeng Wei; Qiang Zhang 008 (IEEE Trans. Mob. Comput., 2024)

Exploring Amplified Heterogeneity Arising From Heavy-Tailed Distributions in Federated Learning. - Yizhi Zhou; Junxiao Wang; Xiangyu Kong; Shan Wu; Xin Xie 001; Heng Qi (IEEE Trans. Mob. Comput., 2024)

HGL-SA: Hierarchical graph learning for security assessment in smart home systems. - Wanting Zhang; Xiangyu Kong; Yilei Xiao; Heng Qi (Expert Syst. Appl., 2025)

Adaptive feature alignment network with noise suppression for cross-domain object detection. - Wei Jiang 007; Yujie Luan; Kewei Tang; Lijun Wang; Nan Zhang; Huiling Chen; Heng Qi (Neurocomputing, 2025)

DF-BSFNet: A bilateral synergistic fusion network with novel dynamic flow convolution for robust road extraction. - Chong Zhang; Huazu Zhang; Xiaogang Guo; Heng Qi; Zilong Zhao; Luliang Tang (Inf. Fusion, 2025)

PerioDformer: periodic disposition enhanced transformer for times series forecasting. - Wenjie Tang; Yilei Xiao; Yizhi Zhou; Heng Qi (Knowl. Based Syst., 2025)

Federated Learning with complete service commitment of data heterogeneity. - Yizhi Zhou; Junxiao Wang; Yuchen Qin; Xiangyu Kong; Xin Xie 001; Heng Qi; Deze Zeng (Knowl. Based Syst., 2025)

MDPM: Modulating domain-specific prompt memory for multi-domain traffic flow prediction with transformers. - Zhuang Zhuang; Lingbo Liu; Kan Guo; Xingtong Yu; Heng Qi; Yanming Shen; Baocai Yin (Knowl. Based Syst., 2025)

AutoLRG: A Two-Stage Framework for Automated Lane-Level Road Graph Construction. - Heng Qi; Hongyu Shi; Xue Yang 002; Xiaogang Guo; Yulin Ding; Luliang Tang (IEEE Trans. Geosci. Remote. Sens., 2025)

Niche-based Memetic algorithm with adaptive parameters for optimizing order delivery strategies in O2O platforms. - Xiangyu Kong; Guangyu Zou; Heng Qi; Jiafu Tang; Yaqing Hou (Appl. Intell., 2025)

Structure-Aware Automatic Channel Pruning by Searching with Graph Embedding. - Zifan Liu; Yuan Cao 005; Yanwei Yu; Heng Qi; Jie Gui (CoRR, 2025)

CMAAN: Cross-Modal Aggregation Attention Network for Next POI Recommendation. - Zhuang Zhuang; Lingbo Liu; Heng Qi; Yanming Shen; Baocai Yin (IEEE Trans. Comput. Soc. Syst., 2025)

GRID: Graph-Based Robust Intrusion Detection Solution for Industrial IoT Networks. - Xiangyu Kong; Zhipeng Song; Xuezhou Ye; Jiulong Jiao; Heng Qi; Xiulong Liu (IEEE Internet Things J., 2025)