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Journal Articles
- 2024
- [j96]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: 106143 (2024) - [j95]Xinlong Dong, Peicheng Shi, Heng Qi, Aixi Yang, Taonian Liang:
TS-BEV: BEV object detection algorithm based on temporal-spatial feature fusion. Displays 84: 102814 (2024) - [j94]Yian Zhao
, Pengfei Wang
, Heng Qi
, Jianguo Huang, Zongzheng Wei, Qiang Zhang
:
Federated Unlearning With Momentum Degradation. IEEE Internet Things J. 11(5): 8860-8870 (2024) - [j93]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): 832-849 (2024) - [j92]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): 1196-1211 (2024) - 2023
- [j91]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: 103771 (2023) - [j90]Wei Jiang, Jun Zhang, Changsheng Zhang
, Lijun Wang, Heng Qi:
Robust low tubal rank tensor completion via factor tensor norm minimization. Pattern Recognit. 135: 109169 (2023) - [j89]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): 1075-1087 (2023) - [j88]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): 5652-5664 (2023) - [j87]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): 5216-5230 (2023) - 2022
- [j86]Kaimin Guo
, Xin Xie, Sheng Chen, Heng Qi, Keqiu Li:
Efficient collision-slot utilization for missing tags identification in RFID system. Comput. Commun. 195: 61-72 (2022) - [j85]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): 3405-3421 (2022) - [j84]Kaimin Guo
, Xin Xie, Heng Qi, Keqiu Li:
A High Time-Efficient Missing Tag Detection Scheme for Integrated RFID Systems. Sensors 22(12): 4601 (2022) - [j83]Haisheng Yu
, Heng Qi, Keqiu Li:
A powerful software-defined cyber-physical system to expand CPS adoption. Softw. Pract. Exp. 52(4): 904-916 (2022) - [j82]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): 1675-1687 (2022) - [j81]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): 2163-2177 (2022) - [j80]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): 2564-2579 (2022) - [j79]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): 2624-2637 (2022) - [j78]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: 472-484 (2022) - [j77]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): 4927-4943 (2022) - [j76]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): 20735-20745 (2022) - [j75]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): 3096-3109 (2022) - 2021
- [j74]Zhiyang Li, Wenyu Qu, Heng Qi
, Milos Stojmenovic:
Near-convex decomposition of 2D shape using visibility range. Comput. Vis. Image Underst. 210: 103243 (2021) - [j73]Xiaoyi Tao
, Kaoru Ota
, Mianxiong Dong
, Heng Qi
, Keqiu Li:
Cost as Performance: VNF Placement at the Edge. IEEE Netw. Lett. 3(2): 70-74 (2021) - [j72]Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin:
Multi-stage attention spatial-temporal graph networks for traffic prediction. Neurocomputing 428: 42-53 (2021) - [j71]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): 2124-2134 (2021) - [j70]Deshun Li, Heng Qi, Yanming Shen, Keqiu Li:
DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers. IEEE Netw. 35(4): 206-212 (2021) - [j69]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): 1160-1171 (2021) - [j68]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: 3985-3994 (2021) - [j67]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): 4909-4918 (2021) - [j66]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: 3907-3918 (2021) - [j65]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): 680-694 (2021) - [j64]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): 2861-2871 (2021) - [j63]Renhai Xu
, Wenxin Li
, Keqiu Li, Xiaobo Zhou
, Heng Qi
:
Scheduling Mix-Coflows in Datacenter Networks. IEEE Trans. Netw. Serv. Manag. 18(2): 2002-2015 (2021) - [j62]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): 2021-2034 (2021) - [j61]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): 2772-2775 (2021) - 2020
- [j60]Haisheng Yu
, Heng Qi, Keqiu Li:
WECAN: an Efficient West-East Control Associated Network for Large-Scale SDN Systems. Mob. Networks Appl. 25(1): 114-124 (2020) - [j59]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: 125-132 (2020) - [j58]Zhiyang Li
, Wenyu Qu, Yuan Cao, Heng Qi
, Milos Stojmenovic, Jia Hu:
Scale balance for prototype-based binary quantization. Pattern Recognit. 106: 107409 (2020) - [j57]Heng Qi
, Yanming Shen
, Baocai Yin:
Intelligent Trajectory Inference Through Cellular Signaling Data. IEEE Trans. Cogn. Commun. Netw. 6(2): 586-596 (2020) - [j56]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): 1848-1861 (2020) - [j55]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): 2344-2357 (2020) - [j54]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): 2466-2481 (2020) - 2019
- [j53]Mourad Lablack
, Heng Qi
, Yanming Shen
, Baocai Yin:
ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction. IEEE Access 7: 175159-175165 (2019) - [j52]Haisheng Yu
, Keqiu Li, Heng Qi
:
An Active Controller Selection Scheme for Minimizing Packet-In Processing Latency in SDN. Secur. Commun. Networks 2019: 1949343:1-1949343:11 (2019) - [j51]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): 750-754 (2019) - [j50]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): 483-494 (2019) - [j49]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): 783-796 (2019) - [j48]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): 1884-1898 (2019) - [j47]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): 992-995 (2019) - [j46]Milos Stojmenovic
, Tom Gedeon
, Heng Qi, Seyed M. Buhari:
Health Informatics: Applications of Mobile and Wireless Technologies. Wirel. Commun. Mob. Comput. 2019: 6518784:1 (2019) - 2018
- [j45]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: 2039-2054 (2018) - [j44]Xinping Xu
, Wenxin Li, Keqiu Li, Heng Qi
, Yingwei Jin:
Optimizing the Cost-Performance Tradeoff for Coflows Across Geo-Distributed Datacenters. IEEE Access 6: 24488-24497 (2018) - [j43]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) - [j42]Yang Gao
, Heng Qi
, Yingwei Jin, Keqiu Li:
A decision-making solution for cloud storage system. Concurr. Comput. Pract. Exp. 30(20) (2018) - [j41]Heng Qi, Kequi Li:
Special issue: BigDataSE 2016. Comput. Syst. Sci. Eng. 33(2) (2018) - [j40]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): 251-258 (2018) - [j39]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): 1400-1410 (2018) - [j38]Xiaodong Dong, Sheng Chen, Laiping Zhao, Xiaobo Zhou, Heng Qi, Keqiu Li:
More Requests, Less Cost: Uncertain Inter-Datacenter Traffic Transmission with Multi-Tier Pricing. J. Comput. Sci. Technol. 33(6): 1152-1163 (2018) - [j37]Jianhui Zhang, Keqiu Li, Deke Guo
, Heng Qi, Haisheng Yu
, Yingwei Jin, Arun Kumar Sangaiah
:
Sustainable green data center: Guaranteeing flow deadlines in chains of virtual network functions with MRouting. Sustain. Comput. Informatics Syst. 19: 223-232 (2018) - [j36]Wenxin Li
, Xiaobo Zhou, Keqiu Li, Heng Qi
, Deke Guo
:
TrafficShaper: Shaping Inter-Datacenter Traffic to Reduce the Transmission Cost. IEEE/ACM Trans. Netw. 26(3): 1193-1206 (2018) - [j35]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): 1013-1029 (2018) - [j34]Wenxin Li
, Deke Guo, Keqiu Li, Heng Qi
, Jianhui Zhang:
iDaaS: Inter-Datacenter Network as a Service. IEEE Trans. Parallel Distributed Syst. 29(7): 1515-1529 (2018) - 2017
- [j33]Xiaodong Dong
, Zhiqiang Guo, Xiaobo Zhou, Heng Qi, Keqiu Li:
AJSR: an Efficient Multiple Jumps Forwarding Scheme in Software-Defined WAN. IEEE Access 5: 3139-3148 (2017) - [j32]Xiaoyi Tao, Heng Qi, Wenxin Li, Keqiu Li, Yang Liu:
Profit-aware scheduling in task-level for datacenter networks. Comput. Electr. Eng. 61: 327-338 (2017) - [j31]Heng Qi
, Mianxiong Dong:
New advances in future network technologies. Concurr. Comput. Pract. Exp. 29(16) (2017) - [j30]Bingxin Niu
, Heng Qi, Keqiu Li, Xiulong Liu, Weilian Xue:
Dynamic scheming the duty cycle in the opportunistic routing sensor network. Concurr. Comput. Pract. Exp. 29(17) (2017) - [j29]Zongliang ZhuanSun, Kequi Li, Heng Qi, Guolong Chen:
Joint correlation exploitation and network coding in two-way relaying systems. Comput. Syst. Sci. Eng. 32(6) (2017) - [j28]Wu Liu
, Huadong Ma, Heng Qi, Dong Zhao, Zhineng Chen:
Deep learning hashing for mobile visual search. EURASIP J. Image Video Process. 2017: 17 (2017) - [j27]Weilian Xue, Wenxin Li, Heng Qi, Keqiu Li, Xiaoyi Tao, Xinhua Ji:
Communication-aware virtual machine migration in cloud data centres. Int. J. High Perform. Comput. Netw. 10(4/5): 372-380 (2017) - [j26]Xiulong Liu, Xin Xie
, Kun Wang, Heng Qi, Jiannong Cao, Song Guo, Keqiu Li:
Pinpointing Anomaly RFID Tags: Situation and Opportunities. IEEE Netw. 31(6): 40-47 (2017) - [j25]Wenxin Li, Heng Qi, Keqiu Li, Ivan Stojmenovic, Julong Lan:
Joint Optimization of Bandwidth for Provider and Delay for User in Software Defined Data Centers. IEEE Trans. Cloud Comput. 5(2): 331-343 (2017) - [j24]Yuan Cao, Heng Qi
, Jien Kato, Keqiu Li:
Hash Ranking With Weighted Asymmetric Distance for Image Search. IEEE Trans. Computational Imaging 3(4): 1008-1019 (2017) - [j23]Xin Xie
, Xiulong Liu, Keqiu Li, Bin Xiao
, Heng Qi:
Minimal Perfect Hashing-Based Information Collection Protocol for RFID Systems. IEEE Trans. Mob. Comput. 16(10): 2792-2805 (2017) - [j22]Xiulong Liu, Bin Xiao
, Keqiu Li, Alex X. Liu
, Jie Wu, Xin Xie
, Heng Qi:
RFID Estimation With Blocker Tags. IEEE/ACM Trans. Netw. 25(1): 224-237 (2017) - [j21]Xiulong Liu, Xin Xie
, Keqiu Li, Bin Xiao
, Jie Wu, Heng Qi, Dawei Lu:
Fast Tracking the Population of Key Tags in Large-Scale Anonymous RFID Systems. IEEE/ACM Trans. Netw. 25(1): 278-291 (2017) - [j20]Xiaoyi Tao, Kaoru Ota
, Mianxiong Dong
, Heng Qi, Keqiu Li:
Performance Guaranteed Computation Offloading for Mobile-Edge Cloud Computing. IEEE Wirel. Commun. Lett. 6(6): 774-777 (2017) - 2016
- [j19]Wei Jiang
, Jing Liu, Heng Qi, Qionghai Dai:
Robust subspace segmentation via nonconvex low rank representation. Inf. Sci. 340-341: 144-158 (2016) - [j18]Peng Xiao, Zhiyang Li, Song Guo
, Heng Qi, Wenyu Qu, Haisheng Yu
:
A K self-adaptive SDN controller placement for wide area networks. Frontiers Inf. Technol. Electron. Eng. 17(7): 620-633 (2016) - 2015
- [j17]Peng Xiao, Wenyu Qu, Heng Qi, Zhiyang Li:
Detecting DDoS attacks against data center with correlation analysis. Comput. Commun. 67: 66-74 (2015) - [j16]Heng Qi, Yang Li, Keqiu Li, Milos Stojmenovic:
An exchanged folded hypercube-based topology structure for interconnection networks. Concurr. Comput. Pract. Exp. 27(16): 4194-4210 (2015) - [j15]Heng Qi, Milos Stojmenovic, Keqiu Li, Zhiyang Li:
The Indexing based on Multiple Visual Dictionaries for Object Based Image Retrieval. J. Multiple Valued Log. Soft Comput. 24(5-6): 571-581 (2015) - [j14]Yegang Du, Zhiyang Li, Milos Stojmenovic, Wenyu Qu, Heng Qi:
A Low Overhead Progressive Transmission for Visual Descriptor Based on Image Saliency. J. Multiple Valued Log. Soft Comput. 25(1): 125-145 (2015) - [j13]Zhiyang Li, Wenyu Qu, Junjie Cao, Heng Qi, Milos Stojmenovic:
ECDS: An effective shape signature using electrical charge distribution on the shape. Pattern Recognit. 48(2): 402-410 (2015) - [j12]Xiulong Liu, Heng Qi, Keqiu Li, Ivan Stojmenovic, Alex X. Liu, Yanming Shen, Wenyu Qu, Weilian Xue:
Sampling Bloom Filter-Based Detection of Unknown RFID Tags. IEEE Trans. Commun. 63(4): 1432-1442 (2015) - [j11]Jianhui Zhang, Keqiu Li, Deke Guo, Heng Qi, Wenxin Li, Yingwei Jin:
MDFS: Deadline-Driven Flow Scheduling Scheme in Multi-Resource Environments. IEEE Trans. Multi Scale Comput. Syst. 1(4): 207-219 (2015) - [j10]Jianhui Zhang, Heng Qi, Deke Guo, Keqiu Li, Wenxin Li, Yingwei Jin:
ATFQ: A Fair and Efficient Packet Scheduling Method in Multi-Resource Environments. IEEE Trans. Netw. Serv. Manag. 12(4): 605-617 (2015) - [j9]Peng Xiao, Wenyu Qu, Heng Qi, Yujie Xu, Zhiyang Li:
An Efficient Elephant Flow Detection with Cost-Sensitive in SDN. EAI Endorsed Trans. Ubiquitous Environ. 2(7): e3 (2015) - 2014
- [j8]Kequi Li, Heng Qi:
Preface. Comput. Syst. Sci. Eng. 29(4) (2014) - [j7]Heng Qi, Guoyu Lan, Kequi Li:
A hierarchical kernel for image classification based on layered representation. Comput. Syst. Sci. Eng. 29(4) (2014) - [j6]Siyang Miao, Zhiyang Li, Wenyu Qu, Yegang Du, Songhe Wang, Heng Qi:
Progressive transmission based on wavelet used in mobile visual search. Int. J. Embed. Syst. 6(2/3): 114-123 (2014) - [j5]Yu Sang, Heng Qi, Keqiu Li, Yingwei Jin, Deqin Yan, Shusheng Gao:
An effective discretization method for disposing high-dimensional data. Inf. Sci. 270: 73-91 (2014) - [j4]Heng Qi, Milos Stojmenovic, Keqiu Li, Zhiyang Li, Wenyu Qu:
A Low Transmission Overhead Framework of Mobile Visual Search Based on Vocabulary Decomposition. IEEE Trans. Multim. 16(7): 1963-1972 (2014) - 2013
- [j3]Yu Sang, Yingwei Jin, Keqiu Li, Heng Qi:
UniDis: a universal discretization technique. J. Intell. Inf. Syst. 40(2): 327-348 (2013) - 2012
- [j2]Heng Qi, Keqiu Li, Yanming Shen, Wenyu Qu:
Object-based image retrieval with kernel on adjacency matrix and local combined features. ACM Trans. Multim. Comput. Commun. Appl. 8(4): 54:1-54:18 (2012) - 2010
- [j1]Heng Qi, Keqiu Li, Yanming Shen, Wenyu Qu:
An effective solution for trademark image retrieval by combining shape description and feature matching. Pattern Recognit. 43(6): 2017-2027 (2010)
Conference and Workshop Papers
- 2024
- [c61]Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin:
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. AAAI 2024: 22565-22573 - [c60]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: 95-111 - 2023
- [c59]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: 341-360 - [c58]Shan Wu, Yizhi Zhou, Xuesong Gao, Heng Qi
:
K Asynchronous Federated Learning with Cosine Similarity Based Aggregation on Non-IID Data. ICA3PP (6) 2023: 434-452 - [c57]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: 2143-2150 - [c56]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: 727-736 - 2022
- [c55]Yinan Yang, Yu Wang, Ying Ji, Heng Qi, Jien Kato:
One-shot Network Pruning at Initialization with Discriminative Image Patches. BMVC 2022: 715 - [c54]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: 25261-25279 - [c53]Lei Liu, Yanming Shen, Heng Qi:
A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. ICPADS 2022: 835-842 - [c52]Yuan Liu, Wenxin Li, Wenyu Qu, Heng Qi:
BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks. ICPP 2022: 60:1-60:11 - [c51]Junxiao Wang
, Song Guo, Xin Xie, Heng Qi:
Protect Privacy from Gradient Leakage Attack in Federated Learning. INFOCOM 2022: 580-589 - [c50]Xiangyu Kong, Guangyu Zou, Heng Qi, Jiafu Tang:
Optimization of O2O Food Delivery Strategy in Smart Cities. ISC2 2022: 1-7 - [c49]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: 888-895 - [c48]Junxiao Wang
, Song Guo, Xin Xie, Heng Qi:
Federated Unlearning via Class-Discriminative Pruning. WWW 2022: 622-632 - 2021
- [c47]Zhuang Zhuang, Lu Wang, Zhenliang Hao, Heng Qi, Yanming Shen, Baocai Yin:
Traffic Knowledge Graph Based Trajectory Destination Prediction. Big Data (CCF) 2021: 194-215 - [c46]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: 1665-1669 - [c45]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: 146-152 - [c44]Xin Xie, Xiulong Liu, Song Guo, Heng Qi, Keqiu Li:
A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains. INFOCOM 2021: 1-10 - [c43]Renhai Xu, Wenxin Li, Keqiu Li, Xiaobo Zhou, Heng Qi:
DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning. IWQoS 2021: 1-10 - [c42]Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin:
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. WWW 2021: 2058-2068 - 2020
- [c41]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: 1-6 - [c40]Wenxin Li, Xu Yuan, Wenyu Qu, Heng Qi, Xiaobo Zhou, Sheng Chen, Renhai Xu:
Efficient Coflow Transmission for Distributed Stream Processing. INFOCOM 2020: 1319-1328 - [c39]Xiaodong Dong, Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi:
TINA: A Fair Inter-datacenter Transmission Mechanism with Deadline Guarantee. INFOCOM 2020: 2017-2025 - 2019
- [c38]Wanqian Zhang, Junxiao Wang
, Sheng Chen, Heng Qi, Keqiu Li:
A Framework for Resource-aware Online Traffic Classification Using CNN. CFI 2019: 5:1-5:6 - [c37]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: 48-59 - [c36]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: 586-593 - [c35]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: 90-95 - [c34]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: 660-672 - [c33]Wenrui Zhou, Yuan Cao, Heng Qi, Junxiao Wang
:
An Effective Network Intrusion Detection Framework Based on Learning to Hash. SmartIoT 2019: 489-493 - 2018
- [c32]Haisheng Yu
, Heng Qi, Keqiu Li:
CPSS: A study of Cyber Physical System as a Software-defined Service. IIKI 2018: 528-532 - [c31]Wenxin Li, Xu Yuan, Keqiu Li, Heng Qi, Xiaobo Zhou:
Leveraging Endpoint Flexibility when Scheduling Coflows across Geo-distributed Datacenters. INFOCOM 2018: 873-881 - [c30]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: 117-119 - [c29]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: 135-142 - 2017
- [c28]Yang Gao, Keqiu Li, Heng Qi:
A Decision Support Scheme for Cloud Storage. CBD 2017: 111-116 - [c27]Heng Qi, Wu Liu, Liang Liu:
An efficient deep learning hashing neural network for mobile visual search. GlobalSIP 2017: 701-704 - [c26]Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi, Deke Guo:
More Peak, Less Differentiation: Towards A Pricing-aware Online Control Framework for Inter-Datacenter Transfers. ICDCS 2017: 2105-2110 - [c25]Lihai Nie, Zhiyang Li, Heng Qi, Weijiang Liu, Wenyu Qu:
Probabilistic Frequent Itemsets Mining Based on Expectation Bound over Uncertain Database. ISPAN-FCST-ISCC 2017: 14-19 - [c24]Chuanfu Yang, Zhiyang Li, Wenyu Qu, Zhaobin Liu, Heng Qi:
Grid-Based Indexing and Search Algorithms for Large-Scale and High-Dimensional Data. ISPAN-FCST-ISCC 2017: 46-51 - [c23]Wenxin Li, Renhai Xu, Heng Qi, Keqiu Li, Xiaobo Zhou:
Optimizing the cost-performance tradeoff for geo-distributed data analytics with uncertain demand. IWQoS 2017: 1-6 - 2016
- [c22]Zhiyang Li, Wenyu Qu, Heng Qi, Milos Stojmenovic:
Approximate convex decomposition for 2D shapes based on visibility range. ICME 2016: 1-6 - [c21]Jianhui Zhang, Keqiu Li, Deke Guo, Heng Qi, Xiaoyi Tao, Yingwei Jin:
Data Rate Guarantee for Coflow scheduling in network function virtualization. IWQoS 2016: 1-6 - [c20]Xin Xie
, Xiulong Liu, Weilian Xue, Keqiu Li, Bin Xiao
, Heng Qi:
Fast Collection of Data in Sensor-Augmented RFID Networks. SECON 2016: 1-9 - [c19]Peng Xiao, Zhiyang Li, Heng Qi, Wenyu Qu, Haisheng Yu
:
An Efficient DDoS Detection with Bloom Filter in SDN. Trustcom/BigDataSE/ISPA 2016: 1-6 - [c18]Yuan Cao, Heng Qi, Keqiu Li, Milos Stojmenovic:
Multiple Query-Independent Values Based Asymmetric Ranking for Approximate Nearest Neighbor Search. Trustcom/BigDataSE/ISPA 2016: 1628-1635 - [c17]Yang Liu, Wenxin Li, Keqiu Li, Heng Qi, Xiaoyi Tao, Sheng Chen:
Scheduling Dependent Coflows with Guaranteed Job Completion Time. Trustcom/BigDataSE/ISPA 2016: 2109-2115 - [c16]Renhai Xu, Wenxin Li, Keqiu Li, Heng Qi:
Towards Application-Aware In-Network Bandwidth Management in Data Centers. Trustcom/BigDataSE/ISPA 2016: 2206-2212 - 2015
- [c15]Yuan Cao, Heng Qi, Keqiu Li, Yingwei Jin, Zhiyang Li:
WARank: Weighted Asymmetric Ranking for Approximate Nearest Neighbor Search. CIT/IUCC/DASC/PICom 2015: 297-304 - [c14]Xiaoyi Tao, Heng Qi, Wenxin Li, Keqiu Li, Yingwei Jin:
Pota: Maximizing Profit for Task-Level Scheduling for Data Center Networks. CIT/IUCC/DASC/PICom 2015: 1230-1237 - [c13]Bingxin Niu
, Heng Qi, Keqiu Li, Xiulong Liu, Weilian Xue:
D2CS: Dynamic Duty Cycle Scheme in an Opportunistic Routing Sensor Network. ICCCN 2015: 1-8 - [c12]Haisheng Yu
, Keqiu Li, Heng Qi, Wenxin Li, Xiaoyi Tao:
Zebra: An East-West Control Framework for SDN Controllers. ICPP 2015: 610-618 - [c11]Xiulong Liu, Bin Xiao
, Keqiu Li, Jie Wu, Alex X. Liu, Heng Qi, Xin Xie
:
RFID cardinality estimation with blocker tags. INFOCOM 2015: 1679-1687 - 2014
- [c10]Heng Qi, Haibo Xu, Keqiu Li, Jingyi Li:
A Shape Clustering Based Framework for Fast Context-Sensitive Shape Retrieval. DASC 2014: 301-304 - [c9]Xiulong Liu, Heng Qi, Keqiu Li, Jie Wu, Weilian Xue, Geyong Min, Bin Xiao
:
Efficient Detection of Cloned Attacks for Large-Scale RFID Systems. ICA3PP (1) 2014: 85-99 - [c8]Peng Xiao, Wenyu Qu, Heng Qi, Zhiyang Li, Yujie Xu:
The SDN controller placement problem for WAN. ICCC 2014: 220-224 - [c7]Xiulong Liu, Keqiu Li, Heng Qi, Bin Xiao
, Xin Xie
:
Fast Counting the Key Tags in Anonymous RFID Systems. ICNP 2014: 59-70 - [c6]Guoyu Lan, Heng Qi, Keqiu Li, Kai Lin, Wenyu Qu, Zhiyang Li:
A Framework of Mobile Visual Search Based on the Weighted Matching of Dominant Descriptor. ACM Multimedia 2014: 1181-1184 - 2013
- [c5]Zhiyang Li, Wenyu Qu, Junjie Cao, Heng Qi, Milos Stojmenovic:
ECDS: An Effective Shape Signature Using Electrical Charge Distribution on the Shape. CAD/Graphics 2013: 180-187 - [c4]Yang Li, Heng Qi, Zhiyang Li, Keqiu Li:
The Exchanged Folded Hypercube. HPCC/EUC 2013: 45-50 - [c3]Yegang Du, Zhiyang Li, Wenyu Qu, Siyang Miao, Songhe Wang, Heng Qi:
MVSS: Mobile Visual Search Based on Saliency. HPCC/EUC 2013: 922-928 - [c2]Xiulong Liu, Heng Qi, Keqiu Li, Yanming Shen, Alex X. Liu, Wenyu Qu:
Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems. MASS 2013: 95-103 - 2012
- [c1]Xiaoqiang Li, Yun Mi, Yingwei Jin, Heng Qi, Zhiyang Li:
A Novel System for Evaluating Website Using Link Analysis. TrustCom 2012: 1982-1987
Editorship
- 2015
- [e1]Keqiu Li, Heng Qi, Jean-Luc Gaudiot, Jay Kishigami, Hongyi Wu, Kuan-Ching Li, Yongwei Wu:
Fifth IEEE International Conference on Big Data and Cloud Computing, BDCloud 2015, Dalian, China, August 26-28, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-7183-4 [contents]
Data and Artifacts
- 2022
- [d1]Heng Qi:
Context-guided Ground Truth Sampling for Multi-Modality Data Augmentation in Autonomous Driving. IEEE DataPort, 2022
Informal and Other Publications
- 2023
- [i10]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 abs/2302.11396 (2023) - 2022
- [i9]Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin:
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. CoRR abs/2206.05499 (2022) - [i8]Xueyan Yin, Feifan Li, Yanming Shen, Heng Qi, Baocai Yin:
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction. CoRR abs/2207.01301 (2022) - [i7]Yinan Yang, Ying Ji, Yu Wang, Heng Qi, Jien Kato:
One-shot Network Pruning at Initialization with Discriminative Image Patches. CoRR abs/2209.05683 (2022) - 2021
- [i6]Junxiao Wang, Song Guo, Xin Xie, Heng Qi:
Federated Unlearning via Class-Discriminative Pruning. CoRR abs/2110.11794 (2021) - [i5]Mingqi Yang, Rui Li, Yanming Shen, Heng Qi, Baocai Yin:
Improving Spectral Graph Convolution for Learning Graph-level Representation. CoRR abs/2112.07160 (2021) - 2020
- [i4]Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin:
A Comprehensive Survey on Traffic Prediction. CoRR abs/2004.08555 (2020) - [i3]Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin:
Breaking the Expressive Bottlenecks of Graph Neural Networks. CoRR abs/2012.07219 (2020) - 2017
- [i2]Yunlong Bian, Chuang Gan, Xiao Liu, Fu Li, Xiang Long, Yandong Li, Heng Qi, Jie Zhou, Shilei Wen, Yuanqing Lin:
Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification. CoRR abs/1708.03805 (2017) - [i1]Heng Qi, Wu Liu, Liang Liu:
An efficient deep learning hashing neural network for mobile visual search. CoRR abs/1710.07750 (2017)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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