Publications by conferences and journals

 

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(Authors associated with * are/were the interns I have supervised in MSR)

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 Books, book chapters, and proceedings

  1. Mario A. Nascimento, Timos Sellis, Reynold Cheng, Jörg Sander, Yu Zheng, Hans-Peter Kriegel, Matthias Renz, Christian Sengstock (Eds.): Advances in Spatial and Temporal Databases - 13th International Symposium, SSTD 2013, Proceedings. Springer 2013, ISBN 978-3-642-40234-0
  2. Yu Zheng, Xiaofang Zhou. Computing with Spatial Trajectories. Springer 2011. ISBN:978-1-4614-1628-9
  3. Yu Zheng. Location-Based Social Networks: Users. Springer press, 2011. (a book chapter). ISBN: 978-1-4614-1628-9
  4. Yu Zheng, Xing Xie. Location-Based Social Networks: Locations. Springer press, 2011. (a book chapter)
  5. Yu Zheng, Steven E. Koonin, Ouri Wolfson. Proceeding of the 2nd International Workshop on Urban Computing. UrbComp 2013.

 

Journal Papers

  1. Shuo Ma*, Yu Zheng, Ouri Wolfson. Real-Time City-Scale Taxi Ridesharing. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015.
  2. Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang. Urban Computing: concepts, methodologies, and applications. ACM Transaction on Intelligent Systems and Technology (ACM TIST). 2014
  3. Fuzheng Zhang*, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie. Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility. ACM Transaction on Intelligent Systems and Technology (ACM TIST). 2015.
  4. Kai Zheng*, Yu Zheng, Nicholas Jing Yuan, Shuo Shang, Xiaofang Zhou. Online Discovery of Gathering Patterns over Trajectories, IEEE TKDE, 2014
  5. Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng. On Detection of Emerging Anomalous Traffic Patterns Using GPS Data. Data & Knowledge Engineering (DKE), 2013.
  6. Jie Bao*, Yu Zheng, David Wilkie, Mohamed F. Mokbel. A Survey on Recommendations in Location-based Social Networks. Submitted to GeoInformatica.
  7. Jing Yuan*, Yu Zheng, Liuhang Zhang, Xing Xie. T-Finder: A Recommender System for Finding Passengers and Vacant Taxis. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013.
  8. Jing Yuan*, Yu Zheng, Xing Xie, Guangzhong Sun, T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013.
  9. Lu-An Tang*, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Wen-Chih Peng, Thomas La Porta, Lance Kaplan. A Framework of Traveling Companion Discovery on Trajectory Data Streams. ACM Transaction on Intelligent Systems and Technology (ACM TIST), 2013.
  10. Vincent W. Zheng*, Yu Zheng, Xing Xie, Qiang Yang. Towards Mobile Intelligence: Learning from GPS History Data for Collaborative Recommendation. Artificial Intelligence Journal. 2012
  11. Yin Zhu*, Yu Zheng, Liuhang Zhang, Darshan Santani, Xing Xie, Qiang Yang. Inferring Taxi Status Using GPS Trajectories. arVix at Cornell.
  12. Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie. Inferring Social Ties between Users with Human Location History. Journal of Ambient Intelligence and Humanized Computing. 2012 (Invited Paper)
  13. Hyoseok Yoon*, Yu Zheng, Xing Xie, and Woontack Woo. Social Itinerary Recommendation from User-generated Digital Trails. International Journal on Personal and Ubiquitous Computing (PUC). Featured by PUC at their homepage (take a look).
  14. Yu Zheng, Xing Xie. Learning travel recommendations from user-generated GPS traces. ACM Transaction on Intelligent Systems and Technology (ACM TIST), 2(1), 2-19.
  15. Yu Zheng, Lizhu Zhang*, Zhengxin Ma, Xing Xie, Wei-Ying Ma. Recommending friends and locations based on individual location historyACM Transaction on the Web, 5(1), 2011.
  16. Yu Zheng, Xing Xie, Wei-Ying Ma, GeoLife: A Collaborative Social Networking Service among User, location and trajectory. Invited paper, IEEE Data Engineering Bulletin. 33, 2, 2010, pp. 32-40.
  17. Xiangwei Zhu, Yu Zheng, Ming Wan, Xing Xie. GeoLife: Sharing the geographic life. In the International Journal on Design.
  18. Yu Zheng, Yukun Chen*, Quannan Li*, Xing Xie, Wei-Ying Ma. Understanding transportation modes based on GPS data for Web applications. ACM Transaction on the Web (ACM TWEB). Volume 4, Issue 1, January, 2010. pp. 1-36.
  19. Yu Zheng, Dake He, Xiaohu Tang, Zijian Deng. Investigation on the Key Stream Generator Based on the Combination of FCSR and LFSR (in Chinese). Journal of Computer engineering, 2007.
  20. Yu Zheng, Dake He, Mingxing He. Trusted computing based user authentication scheme for mobile equipment (in Chinese), Chinese Journal on Computers. 2006, 29(8):1255-1264.
  21. Yu Zheng, Dake He. Trusted computing-based security model for software protection (in Chinese), Journal of Southwest Jiaotong University, 41(1),2006, pp.63-67.
  22. Yu Zheng, Dake He. An efficient scheme for GPS data compress (in Chinese), Journal of China railway science. 2005, 26(3): 134-138.
  23. Yu Zheng, Dake He, Qixiang Mei. On the fly authentication scheme based on self-certified public key for 3G mobile communication system (in Chinese), Chinese Journal on Computers. 2005, 26(8):1327-1332.
  24. Zijian Deng, Yu Zheng. Research on authentication system based on dynamic password over SoPC (in Chinese), Chinese annual conference on Information security. 2005.10.
  25. Jingying Zhang, Yu Zheng. An ElGamal Cryptosystem Based Dynamic Password Mutual Authentication Scheme(in Chinese), Chinese annual conference on Information security. 2005.10.
  26. Qixiang Mei, Dake He, Yu Zheng. New threshold cryptosystem against chosen cipher text attack based on pairing (in Chinese), Journal of Southwest Jiaotong University, 2005, 40(6): 727-730
  27. Wenfang Zhang, Dake He, Yu Zheng. A new RSA threshold group signature scheme based on modified shamir's secret sharing solution (in Chinese), Journal of electronic & information. 2005, 27(11):1745-1749.
  28. Qixiang Mei, Dake He, Yu Zheng. Secure encryption scheme against chosen cipher text attack based on waters ID. (in Chinese), Journal of electronic & information. 2005, 12.
  29. Yu Zheng, Dake He. A security scheme for broadband wireless access network (in Chinese), Chinese journal of railway.2004, 26(5): 121-124
  30. Yu Zheng, Dake He. Call Admission Control scheme for wireless network with priority service. Chinese journal of Technology on comm. and info., 2004, 12.

 

Conference Publications

  1. Jingbo Shang*, Yu Zheng, Wenzhu Tong, Eric Chang. Inferring Gas Consumption and Pollution Emission of Vehicles throughout a City. In the Proceeding of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014).
  2. Yilun Wang*, Yu Zheng, Yexiang Xue. Travel Time Estimation of a Path using Sparse Trajectories. In the Proceeding of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014).
  3. Yanjie Fu*, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng. Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering. In the Proceeding of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014).
  4. Yu Zheng, Tong Liu, Yilun Wang, Yanchi Liu, Yanmin Zhu, Eric Chang. Diagnosing New York City’s Noises with Ubiquitous Data. In Proceedings of the 16th ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014)
  5. Xuxu Chen*, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma. Indoor Air Quality Monitoring System for Smart Buildings. In Proceedings of the 16th ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014)
  6. Renchu Song, Weiwei Sun, Baihua Zheng, Yu Zheng. PRESS: A Novel Framework of Trajectory Compression in Road Networks. In proceeding of 40th International conference on very large data bases (VLDB 2014). (see A technical report at arXiv)
  7. Bei Pan*, Yu Zheng, David Wilkie* and Cyrus Shahabi. Crowd Sensing of Traffic Anomalies based on Human Mobility and Social Media. ACM SIGSPATIAL GIS 2013.
  8. Yu Zheng, Furui Liu*, Hsun-Ping Hsie*. U-Air: When Urban Air Quality Inference Meets Big Data. 19th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2013).
  9. Fuzhen Zhang*, David Wilkie*, Yu Zheng, Xing Xie. Sensing the Pulse of Urban Refueling Behavior. 15th ACM International Conference on Ubiquitous Computing (UbiComp 2013)
  10. Shuo Ma*, Yu Zheng, Ouri Wolfson. T-Share: A Large-Scale Dynamic Taxi Ridesharing Service. IEEE International Conference on Data Engineering (ICDE 2013)
  11. Kai Zheng*, Yu Zheng, Nicholas Jing Yuan, Shuo Shang. On Discovery of Gathering Patterns from Trajectories. IEEE International Conference on Data Engineering (ICDE 2013)
  12. Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang, Zhenghua Xu. Destination Prediction by Sub-Trajectory Synthesis and Privacy Protection Against Such Prediction. IEEE International Conference on Data Engineering (ICDE 2013)
  13. Sanjay Chawla, Yu Zheng, and Jiafeng Hu. Inferring the root cause in road traffic anomalies, IEEE International Conference on Data Mining (ICDM 2012).
  14. Jie Bao*, Yu Zheng, Mohamed F. Mokbel. Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data. ACM SIGSPATIAL GIS 2012.
  15. Yu Zheng, Jason Hong. The Preface of the 4th International Workshop on Location-Based Social Networks. In proceedings of UbiComp 2012.
  16. Yu Zheng. Tutorial on Location-Based Social Networks. In International conference on World Wide Web (WWW 2012).
  17. Jing Yuan*, Yu Zheng, Xing Xie. Discovering regions of different functions in a city using human mobility and POIs. 18th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2012)
  18. Ling-Yin Wei*, Yu Zheng, Wen-Chih Peng, Constructing Popular Routes from Uncertain Trajectories. 18th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2012).
  19. Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou. Reducing Uncertainty of Low-Sampling-Rate Trajectories. Accepted by IEEE International conference on Data Engineering (ICDE 2012).
  20. Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung, and Wen-Chih Peng. Discovery of Traveling Companions from Streaming Trajectories. Accepted by IEEE International conference on Data Engineering (ICDE 2012).
  21. Hechen Liu*, Ling-Yin We*, Yu Zheng, Markus Schneider. Route Discovery from Mining Uncertain Trajectories. Demo Paper, ICDM 2011.
  22. Yu Zheng, Yanchi Liu, Jing Yuan, Xing Xie, Urban Computing with Taxicabs, 13th ACM International Conference on Ubiquitous Computing (UbiComp 2011), Beijing, China, Sep. 2011.
  23. Jing Yuan*, Yu Zheng, Liuhang Zhang, Xing Xie, Guangzhong Sun, Where to Find My Next Passenger? , 13th ACM International Conference on Ubiquitous Computing (UbiComp 2011), Beijing, China, Sep. 2011.
  24. Wei Liu*, Yu Zheng, Sanjay Chawla, Jing Yuan* and Xing Xie. Discovering Spatio-Temporal Causal Interactions in Traffic Data Streams. 17th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2011).
  25. Jing Yuan*, Yu Zheng, Xing Xie, Guangzhong Sun. Driving with Knowledge from the Physical World. 17th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2011).
  26. Lu-An Tang*, Yu Zheng, Xing Xie, Jing Yuan*, Xiao Yu and Jiawei Han. Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations. To appear in the 12th Symposium on Spatial and Temporal Databases (SSTD 2011).
  27. Jing Yuan*, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang. T-Drive: Driving Directions Based on Taxi Trajectories. In Proceedings of ACM SIGSPATIAL Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL GIS 2010), The Best Paper Runner-Up Award.
  28. Yu Zheng, Jing Yuan*, Xing Xie. Drive smartly as a taxi driver. Demo, In International Conference on Ubiquitous Computing (Ubicomp 2010), and International Conference on Ubiquitous Intelligence and Computing (UIC 2010).
  29. Yu Zheng, Xixuan Feng, Xing Xie, Shuang Peng, James Fu. Detecting Nearly Duplicated Records in Location Datasets. In Proceedings of ACM SIGSPATIAL Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL GIS 2010).
  30. Xiangye Xiao*, Yu Zheng, Qiong Luo, Xing Xie. Finding Similar Users Using Category-Based Location History. Poster. In Proceedings of ACM SIGSPATIAL Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL GIS 2010).
  31. Hyoseok Yoon*, Yu Zheng, Xing Xie, Woontack Woo. Smart Itinerary Recommendation based on User-Generated GPS Trajectories. In Proceedings of Ubiquitous Intelligence and Computing (UIC 2010), The Best Paper Award.
  32. Vincent Wenchen Zheng*, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang. Collaborative Filtering Meets Mobile Recommendation: A User-centered Approach, In proceedings of AAAI conference on Artificial Intelligence (AAAI 2010), Washington D.C., USA. ACM, 236-241.
  33. Jing Yuan*, Yu Zheng, Chengyang Zhang,Xing Xie,Guangzhong Sun. An Interactive-Voting based Map Matching Algorithm. In proceedings of the International Conference on Mobile Data Management 2010 (MDM 2010).
  34. Yu Zheng, Xing Xie. Learning Location Correlation from GPS trajectories. Short paper (6 pages), In proceedings of the International Conference on Mobile Data Management 2010 (MDM 2010), Kensas, Missouri, USA.
  35. Vincent Wenchen Zheng*, Yu Zheng, Xing Xie, Qiang Yang. Collaborative Location and Activity Recommendations With GPS History Data. In proceeding of International conference on World Wild Web (WWW 2010), Raleigh, NC, USA. ACM Press: 1029-1038.
  36. Zaiben Chen*, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie. Searching Trajectories by Locations: An Efficiency Study, In ACM SIGMOD International Conference on Management of Data (SIGMOD 2010), Indianapolis, Indiana, USA.
  37. Chang Sheng*, Yu Zheng, Wynne Hsu, Mong Li Lee, Xing Xie. Answering Top-k Similar Region Queries. In Proceedings of Database Systems For Advanced Applications (DASFAA 2010), Springer Press: 186-201.
  38. Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma. Mining Correlation Between Locations Using Human Location History. In Proceedings of ACM SIGSPATIAL Conference on Advances in Geographical Information Systems, short paper (4 pages), (ACM SIGSPATIAL GIS 2009). ACM Press: 352-361.
  39. Yin Lou*, Chengyang Zhang*, Yu Zheng, Xing Xie, Wei Wang,Yan Huang. Map-Matching for Low-Sampling-Rate GPS Trajectories. In Proceedings of ACM SIGSPATIAL Conference on Geographical Information Systems (ACM SIGSPATIAL GIS 2009).
  40. Yukun Chen*, Kai Jiang*, Yu Zheng, Chunping Li, Nenghai Yu. Trajectory Simplification Method for Location-Based Social Networking Services. In Proceedings of ACM GIS workshop on Location-based social networking services. 2009.
  41. Vincent Wenchen Zheng*, Yu Zheng, Qiang Yang. Joint Learning User's Activities and Profiles from GPS Data. In Proceedings of ACM GIS workshop on Location-based social networking services. 2009.
  42. Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma. Mining interesting locations and travel sequences from GPS trajectories. In Proceedings of International conference on World Wild Web (WWW 2009), Madrid Spain. ACM Press: 791-800.
  43. Yang Ye*, Yu Zheng, Yukun Chen, Jianhua Feng, Xing Xie. Mining Individual Life Pattern Based on Location History. In proceedings of the International Conference on Mobile Data Management 2009 (MDM 2009). IEEE, 1-10.
  44. Yu Zheng, Yukun Chen, Xing Xie, Wei-Ying Ma. GeoLife2.0: A Location-Based Social Networking Service. In proceedings of International Conference on Mobile Data Management 2009 (MDM 2009).
  45. Yu Zheng, Like Liu*, Longhao Wang, Xing Xie. Learning Transportation Mode from Raw GPS Data for Geographic Applications on the Web, In Proceedings of International conference on World Wild Web (WWW 2008), Beijing, China. ACM Press: 247-256.
  46. Yu Zheng, Quannan Li, Yukun Chen, Xing Xie, Wei-Ying Ma. Understanding Mobility Based on GPS Data. In Proceedings of ACM conference on Ubiquitous Computing (UbiComp 2008), Seoul, Korea. ACM Press: 312–321.
  47. Quannan Li*, Yu Zheng, Xing Xie, Yukun Chen, Wenyu Liu, Wei-Ying Ma. Mining user similarity based on location history. In Proceedings of ACM SIGSPATIAL conference on Advance in Geographical Information Systems (ACM SIGSPATIAL GIS 2008), Irvine, CA, USA. ACM Press: 1-10.
  48. Longhao Wang*, Yu Zheng, Xing Xie, Wei-Ying Ma. A Flexible Spatio-Temporal Indexing Scheme for Large-Scale GPS Track Retrieval, In Proceedings of International conference on Mobile Data Management (MDM 2008), Beijing China. IEEE Press: 1-8.
  49. Yu Zheng, Xing Xie, Ruochi Zhang, Wei-Ying Ma. Searching Your Life on Web Maps, SIGIR workshop on mobile information retrieval, 2008, Singapore.
  50. Yu Zheng, Longhao Wang, Ruochi Zhang, Xing Xie, Wei-Ying Ma. GeoLife: Managing and understanding your past life over maps, In Proceedings of International conference on Mobile Data Management (MDM 2008), Beijing China.
  51. Yu Zheng, Xing Xie, Wei-Ying Ma. Distributed Architecture For Large Scale Image-Based Search, In Proceedings of International conference on Multimedia Explore (ICME 2007), Beijing China.
  52. Yu Zheng, jingchun Xia, Dake He. Trusted User Authentication Scheme Combining Password with Fingerprint for Mobile Devices. IEEE International Symposium on Biometrics and Security Technologies (ISBAST 2008).
  53. Dake He, Jianbo Wang, Yu Zheng. User Authentication Scheme Based on Self-certified Public-key for Next Generation Wireless Network. IEEE International Symposium on Biometrics and Security Technologies (ISBAST 2008).
  54. Yu Zheng, Dake He, Mingxing He. User Authentication Scheme for Trusted Mobile Platform, Advance in China Crypt06.
  55. Yu Zheng, Dake He, Weichi Yu, Xiaohu Tang. Trusted Computing-Based Security Architecture For 4G Mobile Networks, In proc. of IEEE conference PDCAT'05, Dalian, 2005.
  56. Yu Zheng, Dake He, Hongxia Wang, Xiaohu Tang. Secure DRM Scheme For Future Mobile Networks Based on Trusted Mobile Platform,In proc. of IEEE conference WCNM05, Wuhan, 2005
  57. Yu Zheng, Dake He, Xiaohu Tang, Hongxia Wang. AKA and Authorization Scheme For 4G Mobile Networks Based on Trusted Mobile Platform , IEEE conference ICICS05,Thailand Bangkok, Nov.6-9, 2005
  58. Yu Zheng, Xiaohu Tang, Dake He, Lixing Xu. Investigation on Pseudorandom Properties of FCSR Sequence, In proc. of IEEE conference ICCCAS05, Hong Kong, 2005.
  59. Yu Zheng, Dake He, Lixing Xu, Xiaohu Tang. Security Scheme For 4G wireless Systems. In proc. of IEEE conference ICCCAS05. Hong Kong, 2005.
  60. Yu Zheng, Dake He. Research on the security architecture of dynamic multicast (in Chinese), Chinese annual conference on Information security. 2005
  61. Yu Zheng, Dake He. TC-Based AKA Scheme For 4G Mobile Networks, In proc. of International conf. IECT05, Chengdu, 2004
  62. Yu Zheng, Dake He. Hybrid Authentication Architecture For 4G Mobile Communication Systems. WICSP'04, 2004, Chengdu China, pp.58-64.

 

Technical Report

  1. Tong Liu, Yu Zheng, Lubin Liu, Yanchi Liu, Yanmin Zhu. Methods for Sensing Urban Noises. MSR-TR-2014-66. 2014
  2. Yu Zheng, Xuxu Chen, Qiwei Jin, Yubiao Chen, Xiangyun Qu, Xin Liu, Eric Chang, Wei-Ying Ma, Yong Rui, Weiwei Sun. A Cloud-Based Knowledge Discovery System for Monitoring Fine-Grained Air Quality. MSR-TR-2014-40.
  3. Nicholas Jing Yuan, Yu Zheng, Xing Xie. Segmentation of Urban Areas Using Road Networks. MSR-TR-2012-65. 2012.
  4. Yin Zhu*, Yu Zheng, Liuhang Zhang, Darshan Santani, Xing Xie, Qiang Yang. Inferring Taxi Status Using GPS Trajectories. MSR Technical Report. MSR-TR-2011-144. Mar. 2011. (Posted on arVix at Cornell)

 

 Articles in Magazines

  1. Yu Zheng. Urban Computing with Big Data. Communications of China Computer Federation (in Chinese), 2013.8
  2. Yu Zheng. LBSN 2011 Workshop Report: The 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks. SIGSPATIAL Special 4(1), 2012
  3. Yu Zheng. ACM SIGSPATIAL GIS 2011 report (in Chinese). CCCF 2012.2.
  4. Yu Zheng, Xing Xie. Enabling smart location-based services by mining GPS traces. Invited paper. In Journal on Communication of China Computer Federation (CCCF 2010, In Chinese).
  5. Yu Zheng, Xing Xie. Location-based services on the Cloud. Invited Paper, Journal on Digital Mobile Era. (In Chinese). 2009
  6. Xing Xie, Yu Zheng, Understanding User Behavior Geospatially, Invited Paper, Communications of China Computer Federation (in Chinese), Oct. 2008.