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2020 – today
- 2024
[j48]Guoying Qiu
, Guoming Tang, Chuandong Li, Lailong Luo, Deke Guo, Yulong Shen:
Differentiated Location Privacy Protection in Mobile Communication Services: A Survey from the Semantic Perception Perspective. ACM Comput. Surv. 56(3): 60:1-60:36 (2024)- [j47]Guoying Qiu, Guoming Tang, Chuandong Li, Deke Guo, Yulong Shen, Yan Gan:
Behavioral-Semantic Privacy Protection for Continual Social Mobility in Mobile-Internet Services. IEEE Internet Things J. 11(1): 462-477 (2024) - [j46]Jiamin Fan, Guoming Tang, Kui Wu, Zhengan Zhao, Yang Zhou, Shengqiang Huang:
Score-VAE: Root Cause Analysis for Federated-Learning-Based IoT Anomaly Detection. IEEE Internet Things J. 11(1): 1041-1053 (2024) - [j45]Guoying Qiu, Guoming Tang, Chuandong Li, Lailong Luo, Deke Guo, Yulong Shen:
A Complete and Comprehensive Semantic Perception of Mobile Traveling for Mobile Communication Services. IEEE Internet Things J. 11(3): 5467-5490 (2024) - [j44]Guoying Qiu, Guoming Tang, Chuandong Li, Deke Guo, Yulong Shen, Yan Gan:
DSG-BTra: Differentially Semantic-Generalized Behavioral Trajectory for Privacy-Preserving Mobile Internet Services. IEEE Internet Things J. 11(7): 13029-13038 (2024) - [j43]Peipei Chen, Lailong Luo, Deke Guo, Guoming Tang, Baokang Zhao, Yan Li, Xueshan Luo:
Why and How Lasagna Works: A New Design of Air-Ground Integrated Infrastructure. IEEE Netw. 38(2): 132-140 (2024) - [j42]Peng Qin, Guoming Tang, Yang Fu, Yi Wang:
Distributed BESS Scheduling for Power Demand Reshaping in 5G and Beyond Networks. IEEE Trans. Green Commun. Netw. 8(1): 162-176 (2024) - [j41]Hanlong Liao, Guoming Tang, Deke Guo, Kui Wu, Lailong Luo:
EV-Assisted Computing for Energy Cost Saving at Edge Data Centers. IEEE Trans. Mob. Comput. 23(9): 9029-9041 (2024) - [j40]Changhao Qiu, Bangbang Ren, Lailong Luo, Guoming Tang, Deke Guo:
SFCPlanner: An Online SFC Planning Approach With SRv6 Flow Steering. IEEE Trans. Netw. Serv. Manag. 21(4): 4625-4638 (2024) - [j39]Dongyu Zheng, Lei Liu, Guoming Tang, Yi Wang, Weichao Li:
Power Demand Reshaping Using Energy Storage for Distributed Edge Clouds. IEEE Trans. Parallel Distributed Syst. 35(2): 362-376 (2024) - [j38]Jiamin Fan, Kui Wu, Guoming Tang, Yang Zhou, Shengqiang Huang:
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection. IEEE Trans. Parallel Distributed Syst. 35(6): 707-721 (2024) - [c32]Hanlong Liao, Guoming Tang, Deke Guo, Yi Wang, Ruide Cao:
Rethinking Low-Carbon Edge Computing System Design with Renewable Energy Sharing. ICPP 2024: 950-960 - [i14]Junyu Xue, Yu Zhang, Xudong Wang, Yi Wang, Guoming Tang:
Towards Real-world Deployment of NILM Systems: Challenges and Practices. CoRR abs/2409.14821 (2024) - 2023
- [j37]Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Kui Wu, Keping Yu, Xun Shao:
FedNILM: Applying Federated Learning to NILM Applications at the Edge. IEEE Trans. Green Commun. Netw. 7(2): 857-868 (2023) - [j36]Siyuan Gu, Deke Guo, Guoming Tang, Lailong Luo, Yuchen Sun, Xueshan Luo:
HyEdge: A Cooperative Edge Computing Framework for Provisioning Private and Public Services. ACM Trans. Internet Things 4(2): 13:1-13:23 (2023) - [j35]Xu Lin, Deke Guo, Yulong Shen, Guoming Tang, Bangbang Ren, Ming Xu:
SFT-Box: An Online Approach for Minimizing the Embedding Cost of Multiple Hybrid SFCs. IEEE/ACM Trans. Netw. 31(4): 1463-1477 (2023) - [c31]Xinghan Wang, Xiaoxiong Zhong, Jiahong Ning, Tingting Yang, Yuanyuan Yang, Guoming Tang, Fangming Liu:
Two-Stage Coded Distributed Learning: A Dynamic Partial Gradient Coding Perspective. ICDCS 2023: 942-952 - [i13]Yao Xin, Guoming Tang, Donglong Chen, Rumin Zhang, Teng Liang, Ray C. C. Cheung, Çetin Kaya Koç:
A Versatility-Performance Balanced Hardware Architecture for Scene Text Detection. CoRR abs/2306.11351 (2023) - 2022
- [b2]Guoming Tang, Deke Guo, Kui Wu:
GreenEdge: New Perspectives to Energy Management and Supply in Mobile Edge Computing - The First Book on Green Edge Computing. Springer Briefs in Computer Science, Springer 2022, ISBN 978-981-16-9689-3, pp. 1-104 - [j34]Yeting Guo, Fang Liu, Nong Xiao, Zhaogeng Li, Zhiping Cai, Guoming Tang, Ning Liu:
PARA: Performability-aware resource allocation on the edges for cloud-native services. Int. J. Intell. Syst. 37(11): 8523-8547 (2022) - [j33]Rui Wu, Guoming Tang, Tao Chen, Deke Guo, Lailong Luo, Wenjie Kang:
A Profit-Aware Coalition Game for Cooperative Content Caching at the Network Edge. IEEE Internet Things J. 9(2): 1361-1373 (2022) - [j32]Guoming Tang, Kui Wu, Yangjing Wu, Huan Wang, Guangwu Qian:
Modeling and Alleviating Low-Battery Anxiety for Mobile Users in Video Streaming Services. IEEE Internet Things J. 9(7): 5065-5079 (2022) - [j31]Hanlong Liao, Guoming Tang, Deke Guo, Kui Wu, Yangjing Wu:
EdgeSaver: Edge-Assisted Energy-Aware Mobile Video Streaming for User Retention Enhancement. IEEE Internet Things J. 9(9): 6550-6562 (2022) - [j30]Bangbang Ren, Siyuan Gu, Deke Guo, Guoming Tang, Xu Lin:
Joint Optimization of VNF Placement and Flow Scheduling in Mobile Core Network. IEEE Trans. Cloud Comput. 10(3): 1900-1912 (2022) - [j29]Hao Yuan, Guoming Tang, Deke Guo, Kui Wu, Xun Shao, Keping Yu, Wei Wei:
BESS Aided Renewable Energy Supply Using Deep Reinforcement Learning for 5G and Beyond. IEEE Trans. Green Commun. Netw. 6(2): 669-684 (2022) - [j28]Bangbang Ren, Deke Guo, Yali Yuan, Guoming Tang, Weijun Wang, Xiaoming Fu:
Optimal Deployment of SRv6 to Enable Network Interconnection Service. IEEE/ACM Trans. Netw. 30(1): 120-133 (2022) - [j27]Yao Xin, Wenjun Li, Guoming Tang, Tong Yang, Xiaohe Hu, Yi Wang:
FPGA-Based Updatable Packet Classification Using TSS-Combined Bit-Selecting Tree. IEEE/ACM Trans. Netw. 30(6): 2760-2775 (2022) - [j26]Huan Wang, Guoming Tang, Kui Wu, Jianping Wang:
PLVER: Joint Stable Allocation and Content Replication for Edge-Assisted Live Video Delivery. IEEE Trans. Parallel Distributed Syst. 33(1): 218-230 (2022) - [j25]Deke Guo, Bangbang Ren, Guoming Tang, Lailong Luo, Tao Chen, Xiaoming Fu:
Optimal Embedding of Aggregated Service Function Tree. IEEE Trans. Parallel Distributed Syst. 33(10): 2584-2596 (2022) - [j24]Peng Qin, Yang Fu, Guoming Tang, Xiongwen Zhao, Suiyan Geng:
Learning Based Energy Efficient Task Offloading for Vehicular Collaborative Edge Computing. IEEE Trans. Veh. Technol. 71(8): 8398-8413 (2022) - [c30]Xudong Wang, Guoming Tang, Yi Wang, Srinivasan Keshav, Yu Zhang:
EVSense: a robust and scalable approach to non-intrusive EV charging detection. e-Energy 2022: 307-319 - [c29]Yu Zhang, Guoming Tang, Qianyi Huang, Kui Wu, Yangjing Wu, Yi Wang:
Investigating Low-Battery Anxiety of Mobile Users. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 272-279 - [c28]Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Hong Xu, Xudong Wang:
More Behind Your Electricity Bill: a Dual-DNN Approach to Non-Intrusive Load Monitoring. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 292-299 - [c27]Yao Xin, Guoming Tang, Donglong Chen, Rumin Zhang, Teng Liang, Ray C. C. Cheung, Çetin Kaya Koç:
A Versatility-Performance Balanced Hardware Architecture for Scene Text Detection. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 540-549 - 2021
- [j23]Siyuan Gu, Xueshan Luo, Deke Guo, Bangbang Ren, Guoming Tang, Junjie Xie, Yuchen Sun:
Joint Chain-Based Service Provisioning and Request Scheduling for Blockchain-Powered Edge Computing. IEEE Internet Things J. 8(4): 2135-2149 (2021) - [j22]Hao Yuan, Guoming Tang, Xinyi Li, Deke Guo, Lailong Luo, Xueshan Luo:
Online Dispatching and Fair Scheduling of Edge Computing Tasks: A Learning-Based Approach. IEEE Internet Things J. 8(19): 14985-14998 (2021) - [j21]Guoying Qiu, Deke Guo, Yulong Shen, Guoming Tang, Sheng Chen:
Mobile Semantic-Aware Trajectory for Personalized Location Privacy Preservation. IEEE Internet Things J. 8(21): 16165-16180 (2021) - [j20]Hao Yuan, Guoming Tang, Teng Liang, Deke Guo, Yi Wang:
Toward Net-Zero Base Stations with Integrated and Flexible Power Supply in Future Networks. IEEE Netw. 35(6): 50-56 (2021) - [j19]Yueyue Chen, Deke Guo, Ming Xu, Guoming Tang, Geyao Cheng:
Measuring Maximum Urban Capacity of Taxi-Based Logistics. IEEE Trans. Intell. Transp. Syst. 22(10): 6449-6459 (2021) - [c26]Teng Liang, Zhongda Xia, Guoming Tang, Yu Zhang, Beichuan Zhang:
NDN in large LEO satellite constellations: a case of consumer mobility support. ICN 2021: 1-12 - [c25]Hanlong Liao, Guoming Tang, Teng Liang, Longguang Wang, Deke Guo:
Personalized QoE Optimization with Edge-Aided Video Enhancement Services. HPCC/DSS/SmartCity/DependSys 2021: 99-106 - [c24]Bangbang Ren, Deke Guo, Guoming Tang, Weijun Wang, Lailong Luo, Xiaoming Fu:
SRUF: Low-Latency Path Routing with SRv6 Underlay Federation in Wide Area Network. ICDCS 2021: 910-920 - [c23]Guoming Tang, Hao Yuan, Deke Guo, Kui Wu, Yi Wang:
Reusing Backup Batteries as BESS for Power Demand Reshaping in 5G and Beyond. INFOCOM 2021: 1-10 - [i12]Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Hong Xu:
More Behind Your Electricity Bill: a Dual-DNN Approach to Non-Intrusive Load Monitoring. CoRR abs/2106.00297 (2021) - [i11]Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Xudong Wang, Jiadong Lou:
FedNILM: Applying Federated Learning to NILM Applications at the Edge. CoRR abs/2106.07751 (2021) - [i10]Hao Yuan, Guoming Tang, Deke Guo, Kui Wu, Xun Shao, Keping Yu, Wei Wei:
BESS Aided Reconfigurable Energy Supply using Deep Reinforcement Learning for 5G and Beyond. CoRR abs/2108.06091 (2021) - 2020
- [j18]Junyi Xu, Li Yao, Le Li, Ming Ji, Guoming Tang:
Argumentation based reinforcement learning for meta-knowledge extraction. Inf. Sci. 506: 258-272 (2020) - [j17]Zhidong Shen, Siyuan Lu, Huijuan Huang, Meng Yuan, Guoming Tang, Weiying Chen, Taige Zhang, Ting Zhong:
An Approach Based on Customized Robust Cloaked Region for Geographic Location Information Privacy Protection. Mob. Inf. Syst. 2020: 3903681:1-3903681:12 (2020) - [j16]Yueyue Chen, Deke Guo, Ming Xu, Guoming Tang, Tongqing Zhou, Bangbang Ren:
PPtaxi: Non-Stop Package Delivery via Multi-Hop Ridesharing. IEEE Trans. Mob. Comput. 19(11): 2684-2698 (2020) - [j15]Xiaofeng Cao, Guoming Tang, Deke Guo, Yan Li, Weiming Zhang:
Edge Federation: Towards an Integrated Service Provisioning Model. IEEE/ACM Trans. Netw. 28(3): 1116-1129 (2020) - [j14]Guoming Tang, Deke Guo, Kui Wu, Fang Liu, Yudong Qin:
QoS Guaranteed Edge Cloud Resource Provisioning for Vehicle Fleets. IEEE Trans. Veh. Technol. 69(6): 5889-5900 (2020) - [c22]Ziyue Lu, Guoming Tang, Baochao Chen, Bangbang Ren, Sheng Chen, Deke Guo:
AI-Aided Game: Enhancing the Defense Performance of Scale-Free Network via Deep Reinforcement Learning. HPCC/DSS/SmartCity 2020: 385-392 - [c21]Guoming Tang, Kui Wu, Deke Guo, Yi Wang, Huan Wang:
Alleviating Low-Battery Anxiety of Mobile Users via Low-Power Video Streaming. ICDCS 2020: 998-1008 - [c20]Huan Wang, Kui Wu, Jianping Wang, Guoming Tang:
Rldish: Edge-Assisted QoE Optimization of HTTP Live Streaming with Reinforcement Learning. INFOCOM 2020: 706-715 - [c19]Jiamin Fan, Kui Wu, Daming Liu, Guoming Tang:
SmartSharing: A CDN with Smart Contract-based Local OTT Sharing. Networking 2020: 631-633 - [c18]Guoming Tang, Yi Wang, Hongyu Lu:
ShiftGuard: Towards Reliable 5G Network by Optimal Backup Power Allocation. SmartGridComm 2020: 1-6 - [i9]Guoming Tang, Kui Wu, Yangjing Wu, Hanlong Liao, Deke Guo, Yi Wang:
Quantifying Low-Battery Anxiety of Mobile Users and Its Impacts on Video Watching Behavior. CoRR abs/2004.07662 (2020) - [i8]Huan Wang, Guoming Tang, Kui Wu, Jianping Wang:
PLVER: Joint Stable Allocation and Content Replication for Edge-assisted Live Video Delivery. CoRR abs/2006.07505 (2020)
2010 – 2019
- 2019
- [j13]Bangbang Ren, Deke Guo, Yulong Shen, Guoming Tang, Xu Lin:
Embedding Service Function Tree With Minimum Cost for NFV-Enabled Multicast. IEEE J. Sel. Areas Commun. 37(5): 1085-1097 (2019) - [j12]Fang Liu, Guoming Tang, Youhuizi Li, Zhiping Cai, Xingzhou Zhang, Tongqing Zhou:
A Survey on Edge Computing Systems and Tools. Proc. IEEE 107(8): 1537-1562 (2019) - [j11]Guoming Tang, Huan Wang, Kui Wu, Deke Guo:
Tapping the Knowledge of Dynamic Traffic Demands for Optimal CDN Design. IEEE/ACM Trans. Netw. 27(1): 98-111 (2019) - [i7]Xiaofeng Cao, Guoming Tang, Deke Guo, Yan Li, Weiming Zhang:
Edge Federation: Towards an Integrated Service Provisioning Model. CoRR abs/1902.09055 (2019) - [i6]Siyuan Gu, Deke Guo, Guoming Tang, Lailong Luo, Yuchen Sun, Xueshan Luo:
HyEdge: Optimal Request Scheduling in Hybrid Edge Computing Environment. CoRR abs/1909.06499 (2019) - [i5]Fang Liu, Guoming Tang, Youhuizi Li, Zhiping Cai, Xingzhou Zhang, Tongqing Zhou:
A Survey on Edge Computing Systems and Tools. CoRR abs/1911.02794 (2019) - 2018
- [j10]Guoming Tang, Srinivasan Keshav, Lukasz Golab, Kui Wu:
Bikeshare Pool Sizing for Bike-and-Ride Multimodal Transit. IEEE Trans. Intell. Transp. Syst. 19(7): 2279-2289 (2018) - [c17]Bangbang Ren, Deke Guo, Guoming Tang, Xu Lin, Yudong Qin:
Optimal Service Function Tree Embedding for NFV Enabled Multicast. ICDCS 2018: 132-142 - [c16]Huan Wang, Guoming Tang, Kui Wu, Jiamin Fan:
Speeding Up Multi-CDN Content Delivery via Traffic Demand Reshaping. ICDCS 2018: 422-433 - [c15]Xu Lin, Deke Guo, Yulong Shen, Guoming Tang, Bangbang Ren:
DAG-SFC: Minimize the Embedding Cost of SFC with Parallel VNFs. ICPP 2018: 15:1-15:10 - [c14]Guoming Tang, Huan Wang, Kui Wu, Deke Guo, Chong Zhang:
When more may not be better: Toward cost-efficient CDN selection. INFOCOM Workshops 2018: 1-2 - [i4]Yueyue Chen, Deke Guo, Ming Xu, Guoming Tang, Tongqing Zhou, Bangbang Ren:
PPtaxi: Non-stop Package Delivery via Multi-hop Ridesharing. CoRR abs/1809.04733 (2018) - 2017
- [b1]Guoming Tang:
Data-driven approaches to load modeling andmonitoring in smart energy systems. University of Victoria, Canada, 2017 - [j9]Guoming Tang, Zhen Ling, Fengyong Li, Daquan Tang, Jiuyang Tang:
Occupancy-aided energy disaggregation. Comput. Networks 117: 42-51 (2017) - [j8]Guoming Tang, Weixiang Jiang, Zhifeng Xu, Fangming Liu, Kui Wu:
NIPD: Non-Intrusive Power Disaggregation in Legacy Datacenters. IEEE Trans. Computers 66(2): 312-325 (2017) - [c13]Weixiang Jiang, Fangming Liu, Guoming Tang, Kui Wu, Hai Jin:
Virtual Machine Power Accounting with Shapley Value. ICDCS 2017: 1683-1693 - [c12]Guoming Tang, Kui Wu, Richard Brunner:
Rethinking CDN design with distributee time-varying traffic demands. INFOCOM 2017: 1-9 - 2016
- [j7]Jiuyang Tang, Guoming Tang, Kui Wu:
MinNet: toward more intelligent smart home energy management systems with fewer sensors. Int. J. Sens. Networks 20(4): 252-263 (2016) - [j6]Guoming Tang, Kui Wu, Jingsheng Lei, Jiuyang Tang:
A simple and robust approach to energy disaggregation in the presence of outliers. Sustain. Comput. Informatics Syst. 9: 8-19 (2016) - [j5]Lijun Dong, Kui Wu, Guoming Tang:
A Data-Centric Approach to Quality Estimation of Role Mining Results. IEEE Trans. Inf. Forensics Secur. 11(12): 2678-2692 (2016) - [j4]Guoming Tang, Kui Wu, Jingsheng Lei:
A Distributed and Scalable Approach to Semi-Intrusive Load Monitoring. IEEE Trans. Parallel Distributed Syst. 27(6): 1553-1565 (2016) - [c11]Guoming Tang, Kui Wu:
A framework for occupancy-aided energy disaggregation. e-Energy (Posters) 2016: 2:1-2:2 - 2015
- [c10]Guoming Tang, Weixiang Jiang, Zhifeng Xu, Fangming Liu, Kui Wu:
Zero-Cost, Fine-Grained Power Monitoring of Datacenters Using Non-Intrusive Power Disaggregation. Middleware 2015: 271-282 - [c9]Guoming Tang, Kui Wu, Jingsheng Lei, Weidong Xiao:
The meter tells you are at home! Non-intrusive occupancy detection via load curve data. SmartGridComm 2015: 897-902 - 2014
- [j3]Guoming Tang, Kui Wu, Jingsheng Lei, Zhongqin Bi, Jiuyang Tang:
From Landscape to Portrait: A New Approach for Outlier Detection in Load Curve Data. IEEE Trans. Smart Grid 5(4): 1764-1773 (2014) - [c8]Guoming Tang, Kui Wu, Jian Pei, Jiuyang Tang, Jingsheng Lei:
An Appliance-Driven Approach to Detection of Corrupted Load Curve Data. CIKM 2014: 1429-1438 - [c7]Guoming Tang, Jie Chen, Cheng Chen, Kui Wu:
Smart Saver: A Consumer-Oriented Web Service for Energy Disaggregation. ICDM Workshops 2014: 1235-1238 - [c6]Guoming Tang, Kui Wu, Jingsheng Lei, Jiuyang Tang:
A simple model-driven approach to energy disaggregation. SmartGridComm 2014: 566-571 - [i3]Guoming Tang, Kui Wu, Jingsheng Lei, Jiuyang Tang:
Plug and Play! A Simple, Universal Model for Energy Disaggregation. CoRR abs/1404.1884 (2014) - 2013
- [c5]Jiuyang Tang, Guoming Tang, Daquan Tang, Weidong Xiao:
UFO: A United Framework for Target Localization in Wireless Sensor Networks. CyberC 2013: 364-370 - [i2]Guoming Tang, Kui Wu, Jingsheng Lei, Zhongqin Bi, Jiuyang Tang:
From Landscape to Portrait: A New Approach for Load Curve Data Analysis and Cleansing. CoRR abs/1307.7751 (2013) - [i1]Guoming Tang, Kui Wu, Jian Pei, Jiuyang Tang, Jingsheng Lei:
Is My Electricity Bill Accurate? A Model-Driven Approach to Corrupted Load Data Identification. CoRR abs/1307.7757 (2013) - 2012
- [j2]Yi Xie, Guoming Tang, Daifei Wang, Weidong Xiao, Daquan Tang, Jiuyang Tang:
Rethinking of the Uncertainty: A Fault-Tolerant Target-Tracking Strategy Based on Unreliable Sensing in Wireless Sensor Networks. KSII Trans. Internet Inf. Syst. 6(6): 1496-1521 (2012) - [c4]Daifei Wang, Yi Xie, Guoming Tang, Weidong Xiao, Daquan Tang, Jiuyang Tang:
Target Tracking with Pairwise Uncertainty in Wireless Sensor Networks: Qualitatively and Quantitatively. CLUSTER Workshops 2012: 192-198 - [c3]Yi Xie, Guoming Tang, Daifei Wang, Weidong Xiao, Daquan Tang, Jiuyang Tang:
A Fault-Tolerant Target-Tracking Strategy Based on Unreliable Sensing in Wireless Sensor Networks. IPDPS Workshops 2012: 2116-2125 - 2011
- [j1]Yi Xie, Weidong Xiao, Daquan Tang, Jiuyang Tang, Guoming Tang:
A Prediction-based Energy-conserving Approximate Storage and Query Processing Schema in Object-Tracking Sensor Networks. KSII Trans. Internet Inf. Syst. 5(5): 909-937 (2011)
2000 – 2009
- 2008
- [c2]Tao Zhang, Xin Liu, Tao Mei, Guoming Tang, BiChun Li, Xiaohua Wang:
A novel platform for simulation and evaluation of intelligent behavior of driverless vehicle. ICVES 2008: 237-240 - [c1]Guoming Tang, Tao Zhang, Xin Liu, Wei Liu, Tao Mei:
Design and characteristics analysis of a novel motion system for validation platform of driverless vehicle. ROBIO 2008: 1595-1600
Coauthor Index
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