Shangguang Wang

Shangguang Wang

Professor at the School of Computer Science, Beijing University of Posts and Telecommunications

Conference Paper

  1. Ruolin Xing, Mengwei Xu, Ao Zhou, Qing Li, Yiran Zhang, Feng Qian, Shangguang Wang, Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis, Proc. ACM MobiCom 2024.
  2. Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu, Mobile Foundation Model as Firmware, Proc. ACM MobiCom 2024.
  3. Jinliang Yuan, Shangguang Wang, Hongyu Li, Daliang Xu, Yuanchun Li, Mengwei Xu, Xuanzhe Liu, Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs, Proc. ACM WWW 2024.
  4. Zhichao Feng, Junjiie Xie, Kaiyuan Li, Yu Qin, Pengfeng Wang, Qianzhong Li, Bin Yin, Xiang Li, Wei Lin and Shangguang Wang, Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai, Proc. ACM WWW 2024.
  5. Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang, Resource-efficient In-orbit Detection of Earth Objects. Proc. IEEE INFOCOM 2024.
  6. Yanan Li, Guangqing Deng, Changming Bai, Jingyu Yang, Gang Wang, Hao Zhang, Jin Bai, Haitao Yuan, Mengwei Xu, Shangguang Wang, Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet, Proc. ACM SIGMOD 2024.
  7. Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou and Mengwei Xu, Privacy as a Resource in Differentially Private Federated Learning, Proc. IEEE INFOCOM 2023.
  8. Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu, Federated Few-shot Learning for Mobile NLP. Proc. ACM MobiCom 2023.
  9. Sai Wang, Haitao Yuan, Zhifeng Bao, Shangguang Wang, Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination. Proc. VLDB 2023.
  10. Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu and Shangguang Wang, ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning, Proc. ACM WWW 2023.
  11. Kaiyuan Li, Pengfei Wang, Haitao Wang, Qiang Liu, Xingxing Wang, Dong Wang and Shangguang Wang, Communicative MARL-based Relevance Discerning Network for Repetition-Aware Recommendation, Proc. ACM WWW 2023.
  12. Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu. Resource-Efficient Federated Learning for Modern NLP. Proc. ACM MobiCom 2023.
  13. Yuanzhe Li, Ao Zhou, Xiao Ma, and Shangguang Wang, Collaborative Mobile Edge Computing through UPF Selection, Proc. EAI CollaborateCom 2022, Best Paper
  14. Liu Wang, Haoyu Wang, Xiapu Luo, Tao Zhang, Shangguang Wang, Xuanzhe Liu, Demystifying, Removed Reviews in iOS App Store, Proc. FSE 2022, Industry Track.
  15. Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu, Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading, Proc. ACM MobiCom 2022.
  16. Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang, Commutativity-Guaranteed Docker Image Reconstruction towards Effective Layer Sharing, Proc. ACM WWW 2022.
  17. Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu，A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices，Proc. ACM WWW 2022.
  18. Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu, Towards ubiquitous learning: A first measurement of on-device training performance, Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021, https://dl.acm.org/doi/abs/10.1145/3469116.3470009.
  19. Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun, Tiansuan Constellation: An Open Research Platform, Proc. IEEE EDGE 2021, Invited Paper. [PDF]
  20. Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang, Towards Sustainable Satellite Edge Computing, Proc. IEEE EDGE 2021, Best Paper. [PDF]
  21. Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu, From Cloud to Edge: A First Look at Public Edge Platforms, Proc. ACM IMC 2021.[PDF] [Dataset]
  22. Y. Guo, S. Wang, Challenges and Opportunities in Space Service Computing, Proc. SCC 2021.[PDF]
  23. A. Zhou, S. Li, S. Wang, Task Offloading and Resource Allocation for Container Enabled Mobile Edge Computing, Proc. IEEE SCC 2021, Best Paper. [PDF]
  24. Xiaobin Xu, Hui Zhao, Chang Liu, Cunqun Fan, Zhongjun liang, Shangguang Wang, On the Aggregated Resource Management for Satellite Edge Computing, Proc. IEEE ICC 2021. [PDF]
  25. Bo Wei, Hang Song, Shangguang Wang, Jiro Katto, Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming, Proc. IEEE WCNC 2021.
  26. Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang, Cognitive Service in Mobile Edge Computing, Proc. IEEE ICWS 2020.[PDF]
  27. Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul and Shangguang Wang. Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning, Proc. ACM/IEEE CCGrid 2020.
  28. Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang, Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing, Proc.IEEE INFOCOM 2020.[PDF]
  29. Songtai Dai, Ao Zhou, Shangguang Wang, The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim. Proc. IEEE CLOUD 2018: 950-953
  30. Yuanzhe Li, Shangguang Wang, An Energy-Aware Edge Server Placement Algorithm in Mobile Edge Computing. Proc. IEEE EDGE 2018: 66-73[Sourcecode]
  31. Bo Wei, Wataru Kawakami, Kenji Kanai, Jiro Katto, Shangguang Wang, TRUST: A TCP Throughput Prediction Method in Mobile Networks. Proc. IEEE GLOBECOM 2018: 1-6
  32. Yujiong Liu, Shangguang Wang, Jie Huang, Fangchun Yang, A Computation Offloading Algorithm Based on Game Theory for Vehicular Edge Networks. Proc. IEEE ICC 2018: 1-6
  33. Lingyan Zhang, Shangguang Wang, Rong N.Chang. QCSS: A QoE-aware Control Plane for Adaptive Streaming Service over Mobile Edge Computing Infrastructures, In Proceedings of the IEEE International Conference on Web Services (ICWS 2018), 2018, pp. 139-146.
  34. Qiliang Zhu, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang. FMSR: a Fairness-aware Mobile Service Recommendation Method, In Proceedings of the IEEE International Conference on Web Services (ICWS 2018), 2018, pp. 171-178.
  35. Yuanzhe Li, Shangguang Wang. An energy-aware Edge Server Placement Algorithm in Mobile Edge Computing. Proceedings of the IEEE International Conference on Edge Computing (EDGE 2018)，2018, pp.66-73.
  36. Jie Wei, Shangguang Wang and Fangchun Yang. CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-Cloud by Adaptive Routing, IEEE ICPADS 2017, pp.410-418.
  37. Lingyan Zhang,Shangguang Wang,Fangchun Yang,Rong Chang.QoEcenter: A Visualized Platform For QoE Evaluation Of Streaming Video Services, IEEE ICWS 2017, research track, pp. 212 - 219, 2017.
  38. Xiaojuan Wei, Shangguang Wang, Ao Zhou, Jinliang Xu,Sen Su,Sathish Kumar,Fangchun Yang.MVR: An Architecture For Computation Offloading In Mobile Edge Computing,The 1st IEEE International Conference on Edge Computing，short paper, 2017, pp.232-235.
  39. Yali Zhao,Shangguang Wang.The Service Recommendation Problem: An overview of traditional and recent approaches. 12th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, 2016 [PDF]
  40. Guoyu Yang, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li. Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment. The First IEEE/ACM Symposium on Edge Computing (SEC 2016), poster paper, 2016 [PDF]
  41. Yujiong Liu, Shangguang Wang, Fangchun Yang. Poster Abstract: A Multi-User Computation Offloading Algorithm based on Game Theory in Mobile Cloud Computing. The First IEEE/ACM Symposium on Edge Computing (SEC 2016), poster paper, 2016 [PDF]
  42. Yali Zhao, Shangguang Wang, Lubao Wang. Poster Abstract: API QoS Prediction for Apps in Cellular Networks. The First IEEE/ACM Symposium on Edge Computing (SEC 2016), poster paper, 2016 [PDF]

  43. Yan Guo, Shangguang Wang. Skyline Service Selection based on QoS Prediction.IEEE Cluster, poster paper, 2016 [PDF]

  44. Jinliang Xu, Shangguang Wang, Ao Zhou, Fangchun Yang. Machine Status Prediction for Dynamic and Heterogenous Cloud Environment. IEEE Cluster, poster paper, 2016 [PDF]

  45. Xu J, Wang S, Su S, Kumar SAP, Wu C. Latent Interest and Topic Mining on User-Item Bipartite Networks. 2016 IEEE International Conference on Services Computing (SCC). 2016. p. 778-781. doi: 10.1109/scc.2016.105.
  46. Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang, A Cooperative Route Choice Approach via Virtual Vehicle in Internet of Vehicles. Proc. IOV 2016, pp. 194-205. Best Student Paper
  47. Jiang Z, Zhou A, Wang S, Sun Q, Lin R, Yang F. Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences. 2016 IEEE International Conference on Services Computing (SCC 2016). 2016. p. 786-789. doi: 10.1109/scc.2016.107., short papers, 2016[PDF]
  48. Zhang L, Sun Q, Wang S, Su S, Yang F. Towards Video Quality of Experience and Selective Attention: A Subtitle-Based Measurement Study. 2016 IEEE International Conference on Services Computing (SCC 2016). 2016. p. 872-875. doi: 10.1109/scc.2016.127, short papers, 2016[PDF]
  49. Xiaochi Wei, Heyan Huang, Chin-Yew Lin, XinXin,Xianling Mao,Shangguang Wang. Re-Ranking Voting-Based Answers by Discarding User Behavior Biases. Proceeding of the 24th International Conference on Artificial Intelligence (IJCAI), pages 2380-2386, main track paper, 2015
  50. Ma Y, Wang S, Yang F, Chang RN. Predicting QoS Values via Multi-dimensional QoS Data for Web Service Recommendations. 2015 IEEE International Conference on Web Services (ICWS 2015), 2015. p. 249-256.
  51. Jinglin Li, Chenchen Yang, Shangguang Wang, “An Online Cloud Data Center Simulation System,” Proc. IEEE/ACM 23th International Symposium on Quality of Service (IWQoS 2015), Demo paper, 2015[PDF]
  52. J.Liu,S. Wang,A. Zhou, and F. Yang, “PFT-CCKP: a Proactive Fault Tolerance Mechanism for Data Center Network,” Proc. IEEE/ACM 23th International Symposium on Quality of Service (IWQoS 2015), Demo paper, 2015[PDF]
  53. Wang Lubao, Sun Qibo, Wang Shangguang, You Ma, Jinliang Xu, Jinglin Li. Web Service QoS Prediction Approach in Mobile Internet Environments. IEEE International Conference on Data Mining (ICDM 2014), Demo paper, 2014: 1239-1241. [PDF]
  54. L. Wei, S. Qibo, and W. Shangguang, “Context-Based Web Service Reputation Measurement,” IEEE 17th International Conference on Computational Science and Engineering (CSE 2014), 2014, pp. 1489-1496.
  55. L. Sun, S. Wang, J. Li, Q. Sun, and F. Yang, “QoS Uncertainty Filtering for Fast and Reliable Web Service Selection,” 2014 IEEE International Conference on Web Services (ICWS 2014), 2014, pp. 550-557.[Sourcecode]
  56. J. Zhang, J. Li, S. Wang, and J. Bian, “A Neural Network Based Schema Matching Method for Web Service Matching,” IEEE International Conference on Services Computing (SCC 2014), 2014, pp. 448-455.
  57. Z. Junming, L. Jinglin, W. Shangguang, L. Zhihan, Y. Quan, and Y. Fangchun, “On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph,” 2014 IEEE International Congress on Big Data (BigData Congress 2014 ), 2014, pp. 390-397. (Invitation for Publication in JWSR)
  58. W. Shangguang, L. Zhipiao, Z. Zibin, S. Qibo, and Y. Fangchun, “Particle Swarm Optimization for Energy-Aware Virtual Machine Placement Optimization in Virtualized Data Centers,” 2013 International Conference on Parallel and Distributed Systems (ICPADS), 2013, pp. 102-109.[Sourcecode]
  59. Z. Ao, W. Shangguang, S. Qibo, Z. Hua, and Y. Fangchun, “Dynamic Virtual Resource Renting Method for Maximizing the Profits of a Cloud Service Provider in a Dynamic Pricing Model,” 2013 International Conference on Parallel and Distributed Systems (ICPADS), 2013, pp. 118-125.
  60. W. Shangguang, W. Jie, S. Lei, S. Qibo, and Y. Fangchun, “Reputation Measurement of Cloud Services Based on Unstable Feedback Ratings,” 2013 International Conference on Parallel and Distributed Systems (ICPADS),2013, pp. 474-479. (invited to IJWGS publication)
  61. Ma Y, Wang S, Sun Q, Zou H, Yang F. Predicting unknown QoS value with QoS-Prophet. Proceedings of ACM/IFIP/USENIX International Middleware Conference£¬ Demo & Poster Track, 2013. p. 1-2.doi: 10.1145/2541614.2541629 [YouTube] [China-YouKu]
  62. Zhou A, Wang S, Sun Q, Zou H, Yang F. FTCloudSim: a simulation tool for cloud service reliability enhancement mechanisms. Proceedings of ACM/IFIP/USENIX International Middleware Conference£¬ Demo & Poster Track, 2013. p. 1-2.doi: 10.1145/2541614.2541616.[YouTube] [China-YouKu]
  63. Cunqun Fan, Shangguang Wang*, Qibo Sun, Hua Zou, Fangchun Yang. A Trust Evaluation Method Based on Energy Monitoring for Wireless Sensor Networks. IEEE INFOCOM, Students poster, 2013.
  64. You Ma,Shangguang Wang,Qibo Sun,Hua Zou,Fangchun Yang.Web Services QoS Measure based on Subjective and Objective Weight.IEEE 10th International Conference on Services Computing (SCC 2013), June 27-July 2, 2013, Santa Clara Marriott, CA,USA.
  65. Wang S, Zheng Z, Sun Q, Zou H, Yang F. Evaluating feedback ratings for measuring reputation of web services. The IEEE 8th International Conference on Service Computing (SCC’11), July 5-10,2011,Washington DC,USA, 2011, pp. 192-199.
  66. Shangguang W, Zheng Z, Qibo S, Hua Z, Fangchun Y. Cloud model for service selection. IEEE INFOCOM 2011Workshop on Cloud Computing, April 15 2011, Shanghai, China, 2011, p. 666-671.[Sourcecode]