Chaocan Xiang

Chaocan Xiang

Associate Professor, College of Computer Science, Chongqing University

E-mail: xiangchaocan@cqu.edu.cn
Address: No.174, Shazheng St., Shapingba Dist., Chongqing, China.
Homepage: Homepage

 

News

I am looking for well-motivated students to work on UAVs/vehicles-based crowdsensing research projects. Both Master and Ph.D. students are welcome!

02/2021:  I was invited to serve as the TPC member in IWQoS 2021 (CCF B)!

02/2021: Our paper “Taxi-Passenger’s Destination Prediction via GPS Embedding and Attention-Based BiLSTM Model” is accepted by IEEE Transactions on Intelligent Transportation Systems(SCI JCR-1, IF=7.4)

01/2021: Our paper “Incentivizing Platform–User Interactions for Crowdsensing” is accepted by IEEE Internet of Things Journal(SCI JCR-1, IF=9.9)

11/2020: Our paper “ToiletBuilder: A PU Learning based Model for Selecting New Public Toilet Locations” is accepted by IEEE Internet of Things Journal(SCI JCR-1, IF=9.9)

09/2020: Our paper “Joint Sensor Selection and Energy Allocation for Tasks-driven Mobile Charging in Wireless Rechargeable Sensor Networks” is accepted by IEEE Internet of Things Journal(SCI JCR-1, IF=9.9)

03/2020: Our paper “Edge Computing-Empowered Large-scale Traffic Data Recovery Leveraging Low-rank Theory” is accepted by IEEE Transactions on Network Science and Engineering(SCI JCR-1, IF=5.2)

02/2020: Our paper “BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning” is accepted by IEEE Transactions on Mobile Computing(SCI JCR-1, CCF A)

01/2020: Our paper “Multi-source Remote Sensing-based Accurate Landslide Detection Leveraging Spatial-temporal and Spectral Feature Fusion” is accepted by Journal of Computer Research and Development(CCF A)

 

Introduction

    I’m currently an associate Professor in College of Computer Science, Chongqing University. I received the Bachelor degree and Ph.D. degree from Nanjing Institute of Communication Engineering, China, in 2009 and 2014, respectively. I studied at University of Michigan-Ann Arbor in 2017 (Supervised by Prof. Kang G. Shin, IEEE Life Fellow, ACM Fellow). My research interests mainly include Artificial Intelligence, UAVs/vehicles based crowdsensing, urban computing, Internet of Things, and big data. I have published more than 40 papers, including about 12 IEEE/ACM Trans/CCF A/SCI JCR-1 papers, such as IEEE Transactions on Mobile Computing (TMC), IEEE Transactions on Parallel and Distributed Systems (TPDS), IEEE Internet of Things Journal (IOTJ), and ACM Ubicomp. I achieved a best paper award and a best poster award in two international conferences.

 

Selected Publication(*Corresponding Author)

  1. [IEEE IOTJ’21] Chaocan Xiang, Suining He, Kang G. Shin, Yuben Qu, and Panlong Yang. “Incentivizing Platform–User Interactions for Crowdsensing”, IEEE Internet of Things Journal, 2021.(SCI JCR-1, IF=9.9)
  2. [IEEE T-ITS’21Liao Chengwu, Chao Chen, Chaocan Xiang, Hongyu Huang, Hong Xie, and Songtao Guo. “Taxi-Passenger’s Destination Prediction via GPS Embedding and Attention-Based BiLSTM Model”, IEEE Transactions on Intelligent Transportation Systems, 2021.(SCI JCR-1, IF=7.4)
  3. [IEEE TMC’20] Xiaochen Fan, Chaocan Xiang*, Chao Chen, Xudong Song, Panlong Yang, Liangyi Gong, Priyadarsi Nanda, Xiangjiang He, “BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-domain Learning”, IEEE Transactions on Mobile Computing, 2020.(共同一作,SCI JCR-1, CCF A )
  4. [IEEE TNSE’20] Chaocan Xiang*, Zhao Zhang, Yuben Qu, Dongyu Lu, Xiaochen Fan, Panlong Yang, Fan Wu, “Edge Computing-Empowered Large-scale Traffic Data Recovery Leveraging Low-rank Theory”, IEEE Transactions on Network Science and Engineering, 2020.(SCI JCR-1)
  5. Shanjing Chen,Chaocan Xiang*,Qing Kang, Tao Wu, Kai Liu, Liang Feng, Tao Deng, “Multi-source Remote Sensing-based Accurate Landslide Detection Leveraging Spatial-temporal and Spectral Feature Fusion”, Journal of Computer Research and Development, 2020 (CCF A )
  6. [IEEE IOTJ’20] Tao Wu, Panlong Yang, Haipeng Dai, Chaocan Xiang, Xin He. “Joint Sensor Selection and Energy Allocation for Tasks-driven Mobile Charging in Wireless Rechargeable Sensor Networks”, IEEE Internet of Things Journal, 2020.(SCI JCR-1, IF=9.9)
  7. [IEEE IOTJ’20] Chao Chen, Chaoxiong Chen, Chaocan Xiang, Songtao Guo, Zhu Wang, Bin Guo, “ToiletBuilder: A PU Learning based Model for Selecting New Public Toilet Locations”, IEEE Internet of Things Journal, 2020.(SCI JCR-1,IF=9.9)
  8. Chaocan Xiang*, Xiaochen Fan, Chao Chen, Liangyi Gong, Songtao Guo, “Fisher information-empowered sensing quality quantification for crowdsensing networks”, Neural Computing and Applications, 2020.(SCI JCR-2)
  9. Liangyi Gong, Chaocan Xiang*, Xiaochen Fan, Tao Wu, Chao Chen, Miao Yu, Wu Yang, “Device-Free Near-Field Human Sensing Using WiFi Signals”, Personal and Ubiquitous Computing, 2020.(SCI JCR-3)
  10. Xiaochen Fan, Chaocan Xiang*, Liangyi Gong, Xin He, Yuben Qu, Saeed Amirgholipour, Yue Xi, Priyadarsi Nanda, Xiangjian He, Deep learning for intelligent traffic sensing and prediction: recent advances and future challenges, CCF Transactions on Pervasive Computing and Interaction, 2020.
  11. Shanjing Chen, Chaocan Xiang*, Qing Kang, Wei Zhong, Yanlin Zhou, Kai Liu, “Accurate Landslide Detection Leveraging UAV-based Aerial Remote Sensing”, IET Communications, 2020, (SCI JCR-3)
  12. [IEEE TMC’19] Liangyi Gong, Yiyang Zhao, Chaocan Xiang*, Zhenhua Li, Chen Qian, Panlong Yang, “Robust Light-weight Magnetic-based Door Event Detection with Smartphones”, IEEE Transactions on Mobile Computing, 2019 (SCI JCR-1, CCF A )
  13. [ACM Ubicomp’19] Mingshi Chen, Panlong Yang, Jie Xiong, Maotian Zhang, Chaocan Xiang, Chang Tian, “Your Table Can Be an Input Panel: Acoustic-based Device-Free Interaction Recognition”, ACM Ubicomp, 2019. (CCF A )
  14. [IEEE TVT’19] Xuangou Wu, Zhaobin Chu, Panlong Yang, Chaocan Xiang, Xiao Zheng, Wenchao Huang, “TW-See: Human Activity Recognition Through the Wall with Commodity Wi-Fi Devices”, IEEE Transactions on Vehicular Technology, 2019, (SCI JCR-1)
  15. [ACM Ubicomp’18] Maotian Zhang, Qian Dai, Panlong Yang, Jie Xiong, Chang Tian, Chaocan Xiang. “iDial: Enabling A Virtual Dial Plate on the Hand Back for Around-Device Interaction”, ACM Ubicomp, 2018. (CCF A )
  16. Xuangou Wu, Shaojie Tang, Panlong Yang, Chaocan Xiang, Xiao Zheng, “Cloud is safe when compressive: Efficient image privacy protection via shuffling enabled Compressive sensing”, Computer Communications, 2018, 117:36-45. (SCI JCR-2)
  17. Qingyu Li, Panlong Yang, Xiaochen Fan, Shaojie Tang, Chaocan Xiang, Deke Guo, Fan Li, “Taming the big to small: efficient selfish task allocation in mobile crowdsourcing systems”,Concurrency and Computation: Practice and Experience, 2017, 29(14). (SCI JCR-4,CCF C)
  18. [IEEE TMC’16] Chaocan Xiang*, Panlong Yang, Chang Tian, Lan Zhang, Hao Lin, Fu Xiao, Maotian Zhang, Yunhao Liu, “CARM: Crowd-sensing Accurate Outdoor RSS Maps with Error-prone Smartphone Measurements”, IEEE Transactions on Mobile Computing, 2016, 15(11), P.2669-2681 (SCI JCR-1, CCF A )
  19. [IEEE TVT’16] Chaocan Xiang*, Panlong Yang, Xuangou Wu, Hong He, Baowei Wang, Yunhao Liu, “iStep: A Step-aware Sampling Approach for Diffusion Profiling in Mobile Sensor Networks”, IEEE Transactions on Vehicular Technology, 2016,65(10), P.8616-8628(SCI JCR-1)
  20. Chaocan Xiang*, Panlong Yang, Shucheng Xiao, “Counter-Strike: Accurate and Robust Identification of Low-level Radiation Sources with Crowd-sensing Networks”, Personal and Ubiquitous Computing, 2016,21(1), P.75-84(SCI JCR-3)
  21. Chaocan Xiang*, Panlong Yang, Chang Tian, Qingyu Li, Xiangyang Li, Changzhen Li, “Accurate Quantification of Sensor Noise in Participatory Sensing Network”, Ad Hoc &Sensor Wireless Networks, 2016,30(3/4), p.163-182 (SCI JCR-4)
  22. Xiaochen Fan, Panlong Yang, Qingyu Li, Dawei Liu, Chaocan Xiang, Yonggang Zhao, “SAFE-CROWD: secure task allocation for collaborative mobile social network”. Security and Communication Networks, 2016, 9(15), P.2686 -2695. (SCI JCR-4,CCF C)
  23. [IEEE TPDS’15] Chaocan Xiang*, Panlong Yang, Chang Tian, Yunhao Liu, “Calibrate without Calibrating: An Iterative Approach in Participatory Sensing Network”,IEEE Transactions on Parallel and Distributed Systems, 2015, 26(2): 351-361 (SCI JCR-1, CCF A )
  24. Chaocan Xiang, Panlong Yang, Xuangou Wu, Hong He, Shucheng Xiao, “QoS-Based Service Selection with Light-weight Description for Large-Scale Service-Oriented Internet of Things”. Tsinghua Science and Technology, 2015. 20(4): p. 336-347. (SCI JCR-4)
  25. Chaocan Xiang*, Panlong Yang, Chang Tian, Yubo Yan, Xiaopei Wu, Yunhao Liu, “PassFit: Participatory Sensing and Filtering for Identifying Truthful Urban Pollution Sources”, IEEE Sensors Journal, 2013, 13(10): 3721-3732 (SCI JCR-2)
  26. Chaocan Xiang*, Xiangyang Li, Panlong Yang, Chang Tian, Qingyu Li, “Feeling Sensors’ Pulse: Accurate Noise Quantification in Participatory Sensing Network”. IEEE Proceedings of Mobile Ad-hoc and Sensor Networks, 2013 (Best Paper Award)

 

Projects

  1. Project of National Natural Science Foundation of China,61872447,“Research on Online Incentive Mechanism Design of Mobile Crowd-sensing based on Multimodel Self-learning”,2019/01-2022/12,PI,in research;
  2. Project of National Natural Science Foundation of China,61502520,“Research on Automatic Calibration Technique for Uncertain Sensing Data in Crowd-sensing Networks”,2016/01-2018/12,PI, completed;
  3. Natural Science Foundation of Chongqing,CSTC2018JCYJA1879,“Research on Online Incentive Mechanism in Mobile Crowd-sensing”,2018/08-2021/07,PI, in research;
  4. Natural Science Foundation of Chongqing,cstc2016jcyjA0053,“Research on Scalable Calibration in Crowd-sensing”,2016/06-2019/06,PI, completed;

 

Awards and Honors

  1. Best Paper Award,IEEE Conference on Mobile Ad-hoc and Sensor Networks (IEEE MSN), 2013;
  2. Best Poster Award,the Sixth International Workshop on IOT and WSN, 2013;
  3. Outstanding Service Award,IEEE Conference on Ubiquitous Intelligence and Computing (IEEE UIC), 2019;
  4. Outstanding Service Award,13th China Conference on Internet of Things (Wireless Sensor Network) (CWSN), 2019.