Heng Qi

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 135

Top Venues

CoRR

INFOCOM

Concurr. Comput. Pract. Exp.

IEEE Trans. Cloud Comput.

Publications

Pengfei Wang, Zongzheng Wei, Heng Qi, Shaohua Wan, Yunming Xiao, Geng Sun, Qiang Zhang
Mitigating Poor Data Quality Impact with Federated Unlearning for Human-Centric Metaverse. IEEE J. Sel. Areas Commun. 42 (4) (2024)
Yian Zhao, Pengfei Wang, Heng Qi, Jianguo Huang, Zongzheng Wei, Qiang Zhang
Federated Unlearning With Momentum Degradation. IEEE Internet Things J. 11 (5) (2024)
Xinlong Dong, Peicheng Shi, Heng Qi, Aixi Yang, Taonian Liang
TS-BEV: BEV object detection algorithm based on temporal-spatial feature fusion. Displays 84 (2024)
Wenxin Li, Xin He, Yuan Liu, Keqiu Li, Kai Chen, Zhao Ge, Zewei Guan, Heng Qi, Song Zhang, Guyue Liu
Flow Scheduling with Imprecise Knowledge. NSDI (2024)
Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. AAAI (2024)
Pengfei Wang, Wei Song, Heng Qi, Changjun Zhou, Fuliang Li, Yong Wang, Peng Sun, Qiang Zhang
Server-Initiated Federated Unlearning to Eliminate Impacts of Low-Quality Data. IEEE Trans. Serv. Comput. 17 (3) (2024)
Ranran Wang, Yusong Qiu, Xinyu Hao, Shan Jin, Junxiu Gao, Heng Qi, Qi Xu, Yong Zhang, Hongming Xu
Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections. Biomed. Signal Process. Control. 93 (2024)
Zhizhi Yu, Di Jin, Cuiying Huo, Zhiqiang Wang, Xiulong Liu, Heng Qi, Jia Wu, Lingfei Wu
KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks. CoRR (2023)
Xin Xie, Xiulong Liu, Junxiao Wang, Song Guo, Heng Qi, Keqiu Li
Efficient Integrity Authentication Scheme for Large-Scale RFID Systems. IEEE Trans. Mob. Comput. 22 (9) (2023)
Mingqi Yang, Renjian Wang, Yanming Shen, Heng Qi, Baocai Yin
Breaking the Expression Bottleneck of Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Pengfei Wang, Xinrui Yu, Yefei Ye, Heng Qi, Shuo Yu, Leyou Yang, Qiang Zhang
Anomalous Behavior Identification with Visual Federated Learning in Multi-UAVs Systems. ICPADS (2023)
Qing Yang, Xiangyu Kong, Yilei Xiao, Yue Lin, Rui Wen, Heng Qi
FEAML: A Mobile Traffic Classification System with Feature Expansion and Autonomous Machine Learning. ICA3PP (5) (2023)
Zhizhi Yu, Di Jin, Cuiying Huo, Zhiqiang Wang, Xiulong Liu, Heng Qi, Jia Wu, Lingfei Wu
KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks. WWW (2023)
Shan Wu, Yizhi Zhou, Xuesong Gao, Heng Qi
K Asynchronous Federated Learning with Cosine Similarity Based Aggregation on Non-IID Data. ICA3PP (6) (2023)
Pengfei Wang, Yuzhu Pan, Chi Lin, Heng Qi, Jiankang Ren, Ning Wang, Zhen Yu, Dongsheng Zhou, Qiang Zhang
Graph Optimized Data Offloading for Crowd-AI Hybrid Urban Tracking in Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Wei Jiang, Jun Zhang, Changsheng Zhang, Lijun Wang, Heng Qi
Robust low tubal rank tensor completion via factor tensor norm minimization. Pattern Recognit. 135 (2023)
Peicheng Shi, Chenghui Zhang, Shucai Xu, Heng Qi, Xinhe Chen
MT-Net: Fast video instance lane detection based on space time memory and template matching. J. Vis. Commun. Image Represent. 91 (2023)
Junxiao Wang, Song Guo, Xin Xie, Heng Qi
Federated Unlearning via Class-Discriminative Pruning. WWW (2022)
Kaimin Guo, Xin Xie, Sheng Chen, Heng Qi, Keqiu Li
Efficient collision-slot utilization for missing tags identification in RFID system. Comput. Commun. 195 (2022)
Yuan Cao, Junwei Liu, Heng Qi, Jie Gui, Keqiu Li, Jieping Ye, Chao Liu
Scalable Distributed Hashing for Approximate Nearest Neighbor Search. IEEE Trans. Image Process. 31 (2022)
Junxiao Wang, Song Guo, Xin Xie, Heng Qi
Protect Privacy from Gradient Leakage Attack in Federated Learning. INFOCOM (2022)
Pengfei Wang, Yian Zhao, Mohammad S. Obaidat, Zongzheng Wei, Heng Qi, Chi Lin, Yunming Xiao, Qiang Zhang
Blockchain-Enhanced Federated Learning Market With Social Internet of Things. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Kaimin Guo, Xin Xie, Heng Qi, Keqiu Li
A High Time-Efficient Missing Tag Detection Scheme for Integrated RFID Systems. Sensors 22 (12) (2022)
Yinan Yang, Yu Wang, Ying Ji, Heng Qi, Jien Kato
One-shot Network Pruning at Initialization with Discriminative Image Patches. BMVC (2022)
Xiangyu Kong, Guangyu Zou, Heng Qi, Jiafu Tang
Optimization of O2O Food Delivery Strategy in Smart Cities. ISC2 (2022)
Xin Xie, Xiulong Liu, Heng Qi, Song Guo, Keqiu Li
A Tag-Correlation-Based Approach to Fast Identification of Group Tags. IEEE Trans. Mob. Comput. 21 (9) (2022)
Wenxin Li, Sheng Chen, Keqiu Li, Heng Qi, Renhai Xu, Song Zhang
Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters. IEEE Trans. Cloud Comput. 10 (4) (2022)
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin
Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Guiming Sun, Heng Qi, Yanming Shen, Baocai Yin
TCSA-Net: A Temporal-Context-Based Self-Attention Network for Next Location Prediction. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Xinping Xu, Wenxin Li, Renhai Xu, Heng Qi, Keqiu Li, Xiaobo Zhou, Sheng Chen
Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach. IEEE Trans. Cloud Comput. 10 (3) (2022)
Xiangyu Kong, Xuesong Gao, Shibao Pan, Yizhi Zhou, Yanan Yang, Laiping Zhao, Heng Qi
TailCmp - A Tail Latency Evaluation Solution of Public Cloud and Labeled von Neumann Architecture based Cloud Prototype. ISPA/BDCloud/SocialCom/SustainCom (2022)
Yinan Yang, Ying Ji, Yu Wang, Heng Qi, Jien Kato
One-shot Network Pruning at Initialization with Discriminative Image Patches. CoRR (2022)
Xueyan Yin, Feifan Li, Yanming Shen, Heng Qi, Baocai Yin
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction. CoRR (2022)
Xiaoyi Tao, Kaoru Ota, Mianxiong Dong, Wuyunzhaola Borjigin, Heng Qi, Keqiu Li
Congestion-Aware Traffic Allocation for Geo-Distributed Data Centers. IEEE Trans. Cloud Comput. 10 (3) (2022)
Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. CoRR (2022)
Lei Liu, Yanming Shen, Heng Qi
A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. ICPADS (2022)
Yuan Liu, Wenxin Li, Wenyu Qu, Heng Qi
BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks. ICPP (2022)
Haisheng Yu, Heng Qi, Keqiu Li
A powerful software-defined cyber-physical system to expand CPS adoption. Softw. Pract. Exp. 52 (4) (2022)
Yuan Cao, Sheng Chen, Jie Gui, Heng Qi, Zhiyang Li, Chao Liu
Hash Learning With Variable Quantization for Large-Scale Retrieval. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Mingqi Yang, Yanming Shen, Rui Li, Heng Qi, Qiang Zhang, Baocai Yin
A New Perspective on the Effects of Spectrum in Graph Neural Networks. ICML (2022)
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin
Multi-stage attention spatial-temporal graph networks for traffic prediction. Neurocomputing 428 (2021)
Zhuang Zhuang, Lu Wang, Zhenliang Hao, Heng Qi, Yanming Shen, Baocai Yin
Traffic Knowledge Graph Based Trajectory Destination Prediction. Big Data (CCF) (2021)
Junxiao Wang, Heng Qi, Keqiu Li, Steve Uhlig
Click-UP: Toward the Software Upgrade of Click-Based Modular Network Function. IEEE Syst. J. 15 (1) (2021)
Zhiyang Li, Wenyu Qu, Heng Qi, Milos Stojmenovic
Near-convex decomposition of 2D shape using visibility range. Comput. Vis. Image Underst. 210 (2021)
Xiaoyi Tao, Kaoru Ota, Mianxiong Dong, Heng Qi, Keqiu Li
Cost as Performance: VNF Placement at the Edge. IEEE Netw. Lett. 3 (2) (2021)
Junxiao Wang, Song Guo, Xin Xie, Heng Qi
Federated Unlearning via Class-Discriminative Pruning. CoRR (2021)
Yuan Cao, Heng Qi, Jie Gui, Keqiu Li, Yuan Yan Tang, James Tin-Yau Kwok
Learning to Hash With Dimension Analysis Based Quantizer for Image Retrieval. IEEE Trans. Multim. 23 (2021)
Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. WWW (2021)
Junxiao Wang, Heng Qi, Wenxin Li, Keqiu Li, Steve Uhlig, Yuxin Wang
Dynamic SDN Control Plane Request Assignment in NFV Datacenters. IEEE Trans. Netw. Sci. Eng. 8 (1) (2021)
Mingqi Yang, Rui Li, Yanming Shen, Heng Qi, Baocai Yin
Improving Spectral Graph Convolution for Learning Graph-level Representation. CoRR (2021)
Xiaoyi Tao, Kaoru Ota, Mianxiong Dong, Heng Qi, Keqiu Li
Congestion-Aware Scheduling for Software-Defined SAG Networks. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Renhai Xu, Wenxin Li, Keqiu Li, Xiaobo Zhou, Heng Qi
Scheduling Mix-Coflows in Datacenter Networks. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Xueyan Yin, Feifan Li, Genze Wu, Pengfei Wang, Yanming Shen, Heng Qi, Baocai Yin
STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction. ICPADS (2021)
Heng Qi, Junxiao Wang, Wenxin Li, Yuxin Wang, Tie Qiu
A Blockchain-Driven IIoT Traffic Classification Service for Edge Computing. IEEE Internet Things J. 8 (4) (2021)
Xin Xie, Xiulong Liu, Song Guo, Heng Qi, Keqiu Li
A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains. INFOCOM (2021)
Kaimin Guo, Xin Xie, Heng Qi, Keqiu Li
A Priority-Based Tag Identification Protocol for the Large-Scale RFID System. IEEE Wirel. Commun. Lett. 10 (12) (2021)
Jie Gui, Yuan Cao, Heng Qi, Keqiu Li, Jieping Ye, Chao Liu, Xiaowei Xu
Fast kNN Search in Weighted Hamming Space With Multiple Tables. IEEE Trans. Image Process. 30 (2021)
Renhai Xu, Wenxin Li, Keqiu Li, Xiaobo Zhou, Heng Qi
DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning. IWQoS (2021)
Yu Sang, Jinguang Sun, Si-Miao Wang, Heng Qi, Keqiu Li
Super-Resolution and Infection Edge Detection Co-Guided Learning for Covid-19 Ct Segmentation. ICASSP (2021)
Xiaoming Shi, Heng Qi, Yanming Shen, Genze Wu, Baocai Yin
A Spatial-Temporal Attention Approach for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Wenxin Li, Duowen Liu, Kai Chen, Keqiu Li, Heng Qi
Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Deshun Li, Heng Qi, Yanming Shen, Keqiu Li
DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers. IEEE Netw. 35 (4) (2021)
Yu Sang, Jinguang Sun, Si-Miao Wang, Keqiu Li, Heng Qi
Medical Image Super-Resolution Via Granular Multi-Scale Network In Nsct Domain. ICME (2020)
Zhiyang Li, Wenyu Qu, Yuan Cao, Heng Qi, Milos Stojmenovic, Jia Hu
Scale balance for prototype-based binary quantization. Pattern Recognit. 106 (2020)
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin
A Comprehensive Survey on Traffic Prediction. CoRR (2020)
Xinping Xu, Wenxin Li, Heng Qi, Junxiao Wang, Keqiu Li
Latency-Constrained Cost-Minimized Request Allocation for Geo-Distributed Cloud Services. IEEE Open J. Commun. Soc. 1 (2020)
Haisheng Yu, Heng Qi, Keqiu Li
WECAN: an Efficient West-East Control Associated Network for Large-Scale SDN Systems. Mob. Networks Appl. 25 (1) (2020)
Xin Xie, Xiulong Liu, Heng Qi, Bin Xiao, Keqiu Li, Jie Wu
Geographical Correlation-Based Data Collection for Sensor-Augmented RFID Systems. IEEE Trans. Mob. Comput. 19 (10) (2020)
Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin
Breaking the Expressive Bottlenecks of Graph Neural Networks. CoRR (2020)
Wenxin Li, Xu Yuan, Wenyu Qu, Heng Qi, Xiaobo Zhou, Sheng Chen, Renhai Xu
Efficient Coflow Transmission for Distributed Stream Processing. INFOCOM (2020)
Xiaodong Dong, Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi
TINA: A Fair Inter-datacenter Transmission Mechanism with Deadline Guarantee. INFOCOM (2020)
Xin Xie, Xiulong Liu, Xibin Zhao, Weilian Xue, Bin Xiao, Heng Qi, Keqiu Li, Jie Wu
Implementation of Differential Tag Sampling for COTS RFID Systems. IEEE Trans. Mob. Comput. 19 (8) (2020)
Heng Qi, Yanming Shen, Baocai Yin
Intelligent Trajectory Inference Through Cellular Signaling Data. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Wenxin Li, Xu Yuan, Keqiu Li, Heng Qi, Xiaobo Zhou, Renhai Xu
Endpoint-Flexible Coflow Scheduling Across Geo-Distributed Datacenters. IEEE Trans. Parallel Distributed Syst. 31 (10) (2020)
Wenxin Li, Keqiu Li, Deke Guo, Geyong Min, Heng Qi, Jianhui Zhang
Cost-Minimizing Bandwidth Guarantee for Inter-Datacenter Traffic. IEEE Trans. Cloud Comput. 7 (2) (2019)
Milos Stojmenovic, Tom Gedeon, Heng Qi, Seyed M. Buhari
Health Informatics: Applications of Mobile and Wireless Technologies. Wirel. Commun. Mob. Comput. 2019 (2019)
Keyan Zhao, Junxiao Wang, Heng Qi, Xin Xie, Xiaobo Zhou, Keqiu Li
HBL-Sketch: A New Three-Tier Sketch for Accurate Network Measurement. ICA3PP (1) (2019)
Wanqian Zhang, Junxiao Wang, Sheng Chen, Heng Qi, Keqiu Li
A Framework for Resource-aware Online Traffic Classification Using CNN. CFI (2019)
Wenrui Zhou, Yuan Cao, Heng Qi, Junxiao Wang
An Effective Network Intrusion Detection Framework Based on Learning to Hash. SmartIoT (2019)
Yu Sang, Jinguang Sun, Si-Miao Wang, Xiangfu Meng, Heng Qi
Contourlet Transform Based Seismic Signal Denoising via Multi-scale Information Distillation Network. PRICAI (2) (2019)
Yuan Cao, Heng Qi, Jie Gui, Shuai Li, Keqiu Li
General Distributed Hash Learning on Image Descriptors for $k$-Nearest Neighbor Search. IEEE Signal Process. Lett. 26 (5) (2019)
Molin Li, Tong Chen, Jiaxin Zeng, Xiaobo Zhou, Keqiu Li, Heng Qi
D2D-Assisted Computation Offloading for Mobile Edge Computing Systems with Energy Harvesting. PDCAT (2019)
Jianhui Zhang, Deke Guo, Keqiu Li, Heng Qi, Xiaoyi Tao, Yingwei Jin
Coflow Scheduling in the Multi-Resource Environment. IEEE Trans. Netw. Serv. Manag. 16 (2) (2019)
Lablack Mourad, Heng Qi, Yanming Shen, Baocai Yin
ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction. IEEE Access 7 (2019)
Xin Xie, Xiulong Liu, Heng Qi, Keqiu Li
Fast Identification of Multi-Tagged Objects for Large-Scale RFID Systems. IEEE Wirel. Commun. Lett. 8 (4) (2019)
Shiqiang Li, Weize Wang, Jiawei Shan, Heng Qi, Yanming Shen, Baocai Yin
An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing. ICPADS (2019)
Haisheng Yu, Keqiu Li, Heng Qi
An Active Controller Selection Scheme for Minimizing Packet-In Processing Latency in SDN. Secur. Commun. Networks 2019 (2019)
Junxiao Wang, Heng Qi, Yang He, Wenxin Li, Keqiu Li, Xiaobo Zhou
FlowTracer: An Effective Flow Trajectory Detection Solution Based on Probabilistic Packet Tagging in SDN-Enabled Networks. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Haisheng Yu, Heng Qi, Keqiu Li, Jianhui Zhang, Peng Xiao, Xun Wang
Openflow Based Dynamic Flow Scheduling with Multipath for Data Center Networks. Comput. Syst. Sci. Eng. 33 (4) (2018)
Xiulong Liu, Kaimin Guo, Zijuan Liu, Xiaobo Zhou, Heng Qi, Weilian Xue
Fast and Accurate Missing Tag Detection for Multi-category RFID Systems. SmartIoT (2018)
Xinping Xu, Wenxin Li, Heng Qi, Keqiu Li
On efficient virtual cluster scaling across geo-distributed data centers. Concurr. Comput. Pract. Exp. 30 (10) (2018)
Wenxin Li, Deke Guo, Alex X. Liu, Keqiu Li, Heng Qi, Song Guo, Ali Munir, Xiaoyi Tao
CoMan: Managing Bandwidth Across Computing Frameworks in Multiplexed Datacenters. IEEE Trans. Parallel Distributed Syst. 29 (5) (2018)
Haisheng Yu, Heng Qi, Keqiu Li
CPSS: A study of Cyber Physical System as a Software-defined Service. IIKI (2018)
Yang Gao, Heng Qi, Yingwei Jin, Keqiu Li
A decision-making solution for cloud storage system. Concurr. Comput. Pract. Exp. 30 (20) (2018)
Wenxin Li, Deke Guo, Keqiu Li, Heng Qi, Jianhui Zhang
iDaaS: Inter-Datacenter Network as a Service. IEEE Trans. Parallel Distributed Syst. 29 (7) (2018)
Junxiao Wang, Yuchen Huang, Heng Qi, Keqiu Li, Steve Uhlig
CLICK-UP: Towards Software Upgrades of Click-driven Stateful Network Elements. SIGCOMM Posters and Demos (2018)
Xinping Xu, Wenxin Li, Keqiu Li, Heng Qi, Yingwei Jin
Optimizing the Cost-Performance Tradeoff for Coflows Across Geo-Distributed Datacenters. IEEE Access 6 (2018)
Junxiao Wang, Heng Qi, Keqiu Li, Xiaobo Zhou
PRSFC-IoT: A Performance and Resource Aware Orchestration System of Service Function Chaining for Internet of Things. IEEE Internet Things J. 5 (3) (2018)
Heng Qi, Kequi Li
Special issue: BigDataSE 2016. Comput. Syst. Sci. Eng. 33 (2) (2018)
Yuan Cao, Heng Qi, Wenrui Zhou, Jien Kato, Keqiu Li, Xiulong Liu, Jie Gui
Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey. IEEE Access 6 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heng Qi