Chaocan Xiang, Associate Professor
Email: xiangchaocan@wnmb900.com
Address: No.174, Shazheng St., Shapingba Dist., Chongqing, China.
Homepage:
News:
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I am looking for well-motivated students to work on UAVs/vehicles-based crowdsensing research projects. Both Master and Ph.D. students are welcome! |
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(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) |
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(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) |
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(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) |
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(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) |
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(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 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.(SCI JCR-1, CCF A)
2. [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)
3. 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)
4. [IEEE IOTJ 2020] 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)
5. [IEEE IOTJ 2020] 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)
6. 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)
7. 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)
8. 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.
9. 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)
10. [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)
11. [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)
12. [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)
13. [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)
14. 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)
15. 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)
16. [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)
17. [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)
18. 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)
19. 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)
20. 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)
21. [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)
22. 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)
23. 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)
24. 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, “Research on Online Incentive Mechanism Design of Mobile Crowd-sensing based on Multimodal Self-learning”, 61872447, 2019/01-2022/12, PI, in research.
2. Project of National Natural Science Foundation of China, "Research on Automatic Calibration Technique for Uncertain Sensing Data in Crowd-sensing Networks", 61502520, 2016/01-2018/12, PI, completed;
3. Natural Science Foundation of Chongqing, “Research on Online Incentive Mechanism in Mobile Crowd-sensing”, CSTC2018JCYJA1879, 2018/08-2021/07, PI, in research.
4. Natural Science Foundation of Chongqing, “Research on Scalable Calibration in Crowd-sensing”, cstc2016jcyjA0053, 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.
