chaocan xiang, associate professor
email:
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.
