Publications By Year

    2017

  1. [KDD'17] Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng
    Planning bike lanes based on Sharing-bike’s trajectories[PDF]
    the 23th SIGKDD conference on Knowledge Discovery and Data Mining, Halifax, Nova Scotia, Canada, August 13 - 17, 2017, (Oral Presentation with 8.8% Acceptance Ratio=35/395)
  2. [RTSS'17] Zhen Dong, Cong Liu, Yanhua Li, Jie Bao, and Tian He
    REC: Predictable Charging Scheduling for Electric Taxi Fleets[PDF]
    IEEE Real-Time Systems Symposium, Paris, France, December 5 - 8, 2017.
  3. [CDC'17] Guojun Wu, Yichen Ding, Yanhua Li, Jun Luo, Fan Zhang, and Jie Fu
    Data-driven inverse learning of passenger preferences in urban public transits[PDF]
    The 56th IEEE Conference on Decision and Control, Melbourne, Australia, December 12 - 15, 2017.
  4. [ICDE'17] Guojun Wu*, Yichen Ding*, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo,
    Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data[PDF][Bibtex][code and data]
    33rd IEEE International Conference on Data Engineering, April 19-22, 2017 in San Diego, California, USA.
  5. [SIGSPATIAL GIS'17] Guanxiong Liu, Yanhua Li, Zhi-Li Zhang, Jun Luo, Fan Zhang
    CityLines: Hybrid Hub-and-Spoke Urban Transit System. [PDF][Bibtex]
    24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Nov 7 - Nov 10, 2017, Redondo Beach, CA, USA.
  6. [SIGSPATIAL GIS'17] Amin Vahedian Khezerlou, Xun Zhou, Ling Tong, Yanhua Li and Jun Luo,
    Forecasting Gathering Events through Continuous Destination Prediction on Big Trajectory Data. [PDF][Bibtex]
    24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Nov 7 - Nov 10, 2017, Redondo Beach, CA, USA.
  7. [SIGSPATIAL GIS'17] Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu and Yu Zheng
    Querying Massive Trajectories by Path on the Cloud. [PDF][Bibtex]
    24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Nov 7 - Nov 10, 2017, Redondo Beach, CA, USA.
  8. [TBD] Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng
    Mining the Most Influential k-Location Set From Massive Trajectories[PDF]
    IEEE Transactions on Big Data, Accepted for publication, 2017.
  9. [TBD] Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni
    Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport. [PDF]
    IEEE Transactions on Big Data, Volume: 3, Issue: 2, June 1 2017.
  10. [SmartCity'17] Guanxiong Liu*, Menghai Pan*, Yanhua Li, Zhi-Li Zhang, Jun Luo,
    Modeling Urban Trip Demands in Cloud-Commuting System: A Holistic Approach. (To be available soon!)
    SmartCity'17: The 3rd IEEE INFOCOM Workshop on Smart Cities and Urban Computing, May 1-4 2017, Atlanta, GA, USA.
  11. (* Co-first authors)

    2016

  12. [ICDM'16] Chen Liu, Ke Deng, Chaojie Li, Jianxin Li, Yanhua Li, Jun Luo
    The Optimal Distribution of Electric-Vehicle Chargers across A City. [PDF][Bibtex]
    IEEE International Conference on Data Mining, (8.5% Acceptance Ratio), Barcelona, Spain, December 12-15, 2016.
  13. [SIGSPATIAL GIS'16] Bo Lyu, Shijian Li, Yanhua Li, Jie Fu, Andrew Trapp, Haiyong Xie, Yong Liao
    Scalable User Assignment in Power Grids: A Data Driven Approach. [PDF][Bibtex]
    23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Oct 31 - Nov 3, 2016, San Francisco, CA, USA.
  14. [SIGSPATIAL GIS'16] Yuhong Li, Jie Bao, Yanhua Li, Yu Zheng, Yingcai Wu, Zhiguo Gong
    Mining the Most Influential k-Location Set from Massive Trajectories. [PDF][Bibtex]
    23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Oct 31 - Nov 3, 2016, San Francisco, CA, USA.
  15. [CIKM'16] Xinyue Liu, Xiangnan Kong, Yanhua Li
    Collective Traffic Prediction with Partially Observed Traffic History using Location-Base Social Media. [PDF]
    The 25th ACM International Conference on Information and Knowledge Management, Indianapolis, IN, on Oct 24 - 28, 2016.
  16. [ECML-PKDD'16] Ermal Toto, Elke A. Rundensteiner, Yanhua Li, Richard Jordan, Mariya Ishutkina, Kajal Claypool, Jun Luo, and Fan Zhang
    PULSE: A Real Time System for Crowd Flow Prediction at Metropolitan Subway Stations. [PDF][Bibtex]
    The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, (20% Acceptance Ratio), Riva del Garda, Italy, September 19–23, 2016
  17. [e-Energy'16] Zhichun Huang, Ting Zhu, Yu Gu, Yanhua Li
    Shepherd: Sharing Energy for Privacy Preserving in Hybrid AC-DC Microgrids. [PDF][Bibtex]
    The seventh ACM International Conference on Future Energy Systems (ACM e-Energy), (22/73=30% Accepatance Ratio), Waterloo, Canada on June 21-24, 2016.
  18. [SmartCity'16] Yan Lyu, Chi-Yin Chow, Victor Lee, Yanhua Li, Jia Zeng
    T2CBS: Mining Taxi Trajectories for Customized Bus Systems. [PDF]
    SmartCity16: The 2nd IEEE INFOCOM Workshop on Smart Cities and Urban Computing, 10-15 April 2016, San Francisco, CA, USA.
  19. [SAC'16] Bin Cao, Jing Fan, Mingxuan Yuan, Yanhua Li
    Toward Accurate Energy-Efficient Cellular Network: Switching Off Excessive Carriers based on Traffic Profiling. [PDF][Bibtex]
    ACM 2016 SYMPOSIUM ON APPLIED COMPUTING, April 4-8, 2016, Pisa, Italy.
  20. 2015

  21. [GeoInformatica] Ran Wang, Chi-Yin Chow, Yan Lyu, Victor C.S. Lee, Sarana Nutanong, Yanhua Li, Mingxuan Yuan
    Exploring Cell Tower Data Dumps for Supervised Learning-based Point-of-Interest Prediction. [Available Soon!]
    Springer GeoInformatica, Accepted for publication, 2015.
  22. [SIGSPATIAL GIS'15] Ran Wang, Chi-Yin Chow, Yan Lyu, Victor C. S. Lee, Sam Kwong, Yanhua Li, Jia Zeng
    TaxiRec: Recommending Road Clusters to Taxi Drivers Using Ranking-based Extreme Learning Machines. [PDF]
    ACM 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Seattle, WA USA on Nov 3 - 6, 2015.
  23. [ICDM'15] Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni
    Dissecting Regional Weather-Traffic Sensitivity throughout a City. [PDF]
    IEEE International Conference on Data Mining, (18.2% Acceptance Ratio), Atlantic City, NJ, USA on Nov 14 - 17, 2015.
  24. [TNSM] Yanhua Li, Haiyong Xie, Yonggang Wen, Chi-Yin Chow, Zhi-Li Zhang
    How Much to Coordinate? Optimizing In-Network Caching in Content-Centric Networks. [Available Soon!]
    IEEE Transactions on Network and Services Management, Accepted for publication, 2015.
  25. [CIKM'15] Yanhua Li, Chi-Yin Chow, Ke Deng, Mingxuan Yuan, Jia Zeng, Jia-Dong Zhang, Qiang Yang, Zhi-Li Zhang
    Sampling Big Trajectory Data. [PDF]
    The 24th ACM International Conference on Information and Knowledge Management, (35/166=21.1% Acceptance Ratio), Melbourne, VIC, Australia on Oct 19 - 23, 2015.
  26. [SIGMOD'15] Yiqing Huang, Fangzhou Zhu, Mingxuan Yuan, Ke Deng, Yanhua Li, Bing Ni, Wenyuan Dai, Qiang Yang, Jia Zeng
    Telco Churn Prediction with Big Data. [PDF][Bibtex]
    ACM Conference on Management of Data, Melbourne, VIC, Australia on May 31 - June 4, 2015.
  27. [ICDE'15] Yanhua Li, Jun Luo, Chi-Yin Chow, Kam-Lam Chan, Ye Ding, and Fan Zhang
    Growing the Charging Station Network for Electr ic Vehicles with Trajectory Data Analytics. [PDF][Bibtex]
    31st IEEE International Conference on Data Engineering, Apr 13 - 17, 2015, Coex, Seoul, Korea.
  28. [SIMPLEX'15 Best Paper Awawrd] Golshan Golnari, Daniel Boley, Yanhua Li, Zhi-Li Zhang
    Pivotality of Nodes in Reachability Problems Using Avoidance and Transit Hitting Time Metrics. [PDF][Bibtex]
    The 7th Annual Workshop on Simplifying Complex Networks for Practitioners (In conjunction with the WWW'15), May 18-22, 2015, Florence, Italy.
  29. [SIMPLEX'15 Invited Paper] Yanhua Li, Zhi-Li Zhang
    Understanding Complex Networks Using Graph Spectrum. [Available Soon]
    The 7th Annual Workshop on Simplifying Complex Networks for Practitioners (In conjunction with the WWW'15), May 18-22, 2015, Florence, Italy.
  30. [IJDSN] Ting Zhu, Sheng Xiao, Qingquan Zhang, Yu Gu, Ping Yi, and Yanhua Li
    Emergent Technologies in Big Data Sensing: A Survey. [PDF][Bibtex]
    International Journal of Distributed Sensor Networks, Volume 2015.
  31. 2014

  32. [SIGSPATIAL GIS'14] Jia-Dong Zhang, Chi-Yin Chow, Yanhua Li
    LORE: Exploiting Sequential Influence for Location Recommendations. [PDF][Bibtex]
    22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, (39/184=21.2% Acceptance Ratio), Nov 4 - 7, 2014, Dallas, TX, USA.
  33. [SIGSPATIAL GIS'14] Ran Wang, Chi-Yin Chow, Sarana Nutanong, Yan Lv, Yanhua Li, Mingxuan Yuan, Victor C. S. Lee
    Exploring Cell Tower Data Dumps for Supervised Learning-based Point-of-Interest Prediction. [PDF][Bibtex]
    22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Nov 4 - 7, 2014, Dallas, TX, USA.
  34. [TSC] Jia-Dong Zhang, Chi-Yin Chow, Yanhua Li
    iGeoRec: A Personalized and Efficient Geographical Location Recommendation Framework. [PDF][Bibtex]
    IEEE Transactions on Services Computing, Accepted for publication, 2014.
  35. [VLDB'14 Demo] Mingxuan Yuan, Ke Deng, Jia Zeng, Yanhua Li, Bing Ni, Xiuqiang He, Fei Wang, Wenyuan Dai, Qiang Yang
    OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data. [PDF][Bibtex]
    The 40th International Conference on Very Large Data Bases, September 1st-5th, 2014, Hang Zhou, China.
  36. [SocialCom'14] Golshan Golnari, Yanhua Li, Zhi-Li Zhang
    What Drives the Growth of YouTube? Measuring and Analyzing the Evolution Dynamics of YouTube Video Uploads. [PDF][Bibtex]
    The Sixth ASE International Conference on Social Computing, May 27 - May 31, 2014, Stanford, CA, USA.
  37. [ICDE'14] Yanhua Li, Moritz Steiner, Jie Bao, Limin Wang, and Ting Zhu
    Region Sampling and Estimation of GeoSocial Data with Dynamic Range Calibration. [PDF][Bibtex]
    The 30th International Conference on Data Engineering, (20.0% Acceptance Ratio), March 31 - April 04, 2014, Chicago, IL, USA.
  38. [IM] Yanhua Li, Wei Chen, Yajun Wang, Zhi-Li Zhang
    Voter Model on Signed Social Networks. [PDF][Bibtex]
    Internet Mathematics, Accepted for publication, 2014.
  39. [TPDS] Yanhua Li, Zhi-Li Zhang, and Daniel Boley
    From Shortest-path to All-path: The Routing Continuum Theory and its applications. [PDF][Supplementary Materials][Bibtex]
    IEEE Transactions on Parallel and Distributed Systems, Vol.25 (Num. 7), pages 1745-1755, Jul 2014.
  40. 2013

  41. [TVT] Yanhua Li, Abedelaziz Mohaisen, and Zhi-Li Zhang
    Trading Optimality for Scalability in Large-scale Wireless Network Opportunistic Routing. [PDF][Bibtex]
    IEEE Transactions on Vehicular Technology, Vol.62 (Num.5), Jun 2013.
  42. [ToN] Yanhua Li, Zhi-Li Zhang
    Random Walks and Green's Function on Digraphs: A Framework for Estimating Wireless Transmission Costs. [PDF][Bibtex]
    IEEE/ACM Transactions on Networking, 21(1), pages 135-148, Feb 2013.
  43. [ICDCS'13] Yanhua Li, Haiyong Xie, Yonggang Wen, and Zhi-Li Zhang
    Coordinating In-Network Caching in Content-Centric Networks: Model and Analysis. [PDF][Bibtex]
    The 33rd International Conference on Distributed Computing Systems, July 8-11, 2013, Philadelphia, USA. (13.1% Acceptance Ratio)
  44. [ICNP'13 Poster] Haiyong Xie, Yanhua Li, Jin Wang, Diego Lopez, Tina Tsou, and Yonggang Wen
    vRGW: Towards Network Function Virtualization Enabled by Software Defined Networking. [PDF][Bibtex]
    The 21st IEEE International Conference on Network Protocols, October 7-10, 2013, Gottingen, Germany.
  45. [NetSciCom'13] Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, and Jie Bao
    Exploring Venue Popularity in Foursquare. [PDF][Bibtex]
    The Fifth IEEE International Workshop on Network Science for Communication Networks, colocated with INFOCOM 2013, April 19, 2013, Turin, Italy.
  46. [WSDM'13] Yanhua Li, Wei Chen, Yajun Wang, Zhi-Li Zhang
    Influence Diffusion Dynamics and Influence Maximization in Social Networks with Friend and Foe Relationships. [PDF][Full Version][Bibtex]
    The 6th ACM International Conference on Web Search and Data Mining, February 4-8, 2013, Rome, Italy. (18.9% Acceptance Ratio)

    (This work is selected for oral presentation in a WSDM spotlight session.)

  47. 2012

  48. [IM] Yanhua Li, Zhi-Li Zhang
    Digraph Laplacian and the Degree of Asymmetry. [PDF][Bibtex]
    Internet Mathematics, 8(4), pages 381--401, Dec 2012.
  49. [CoNEXT'12 Student Workshop] Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao
    Dissecting Foursquare Venue Popularity via Random Region Sampling. (Poster) [PDF][Bibtex]
    The 8th International Conference on emerging Networking EXperiments and Technologies, December 10-13, 2012 Nice, France.
  50. [Milcom'12] Abedelaziz Mohaisen, Pengkui Luo, Yanhua Li, Yongdae Kim, Zhi-Li Zhang
    Measuring Bias in the Mixing Time of Social Graphs due to Graph Sampling. [PDF][Bibtex]
    The 2012 Military Communications Conference. Orlando, FL, USA, October 29- November 1, 2012.
  51. [WAW'12] Yanhua Li, Zhi-Li Zhang, Jie Bao
    Mutual or Unrequited Love: Identifying Stable Clusters in Social Networks with Uni- and Bi-directional Links. [PDF][Full Version][Bibtex]
    The 9th Workshop on Algorithms and Models for the Web Graph. Dalhousie University in Halifax, Nova Scotia, Canada, June 22-23, 2012.
  52. 2011

  53. [IMC'11] Jia Zhou, Yanhua Li, Vijay Kumar Adhikari, Zhi-Li Zhang
    Counting YouTube Videos via Random Prefix Sampling. [PDF][Bibtex]
    The Internet Measurement Conference 2011, Berlin, Germany, November 2-4, 2011. (19.1% Acceptance Ratio)
  54. [ICDCS'11] Yanhua Li, Zhi-Li Zhang, Daniel Boley
    The Routing Continuum from Shortest Path to All-path: A Unifying Theory. [PDF][Bibtex]
    The 31st Int'l Conference on Distributed Computing Systems, Minneapolis, Minnesota, June 20-24, 2011. (15% Acceptance Ratio)

    (This work was included in the graduate course CSCI 8363 Numerical Linear Algebra in Data Exploration and CSCI 5221 Foundations of Advanced Networking in Computer Science Department at University of Minnesota, Twin Cities.)

  55. [ICC'11] Manar Mohaisen, Abedelaziz Mohaisen, Yanhua Li, Pengkui Luo
    Parallel QRD-M En- coder for Decentralized Multi-user MIMO Systems. [PDF][Bibtex]
    IEEE International Conference on Communications, Tokyo, Japan, June 5-9, 2011.
  56. 2010

  57. [WAW'10] Yanhua Li, Zhi-Li Zhang
    Random Walks on Digraphs, the Generalized Digraph Laplacian and the Degree of Asymmetry. [PDF][Bibtex]
    The 7th Workshop on Algorithms and Models for the Web Graph. Stanford University, CA, USA, December 13-14, 2010.
  58. [INFOCOM'10] Yanhua Li, Zhi-Li Zhang
    Random Walks on Digraphs: A Theoretical Framework for Estimating Transmission Costs in Wireless Routing. [PDF][Bibtex]
    The 29th IEEE Conference on Computer Communications, San Diego, CA, USA, March 15-19, 2010. (17.5% Acceptance Ratio)
  59. [Globecom'10] Yanhua Li, Zheng Zhou and Yuan-an Liu
    LOR: Localized Opportunistic Routing in Large-scale Wireless Networks. [PDF][Bibtex]
    IEEE Globecom Communications Conference. Miami, FL, USA, December 6-10, 2010.
  60. [Globecom'10] Hao Wang, Wei Wei, Yanhua Li, Chenda Liao, Yan Qiao, and Zuohua Tian
    Two-Degree-of- Freedom Congestion Control Strategy against Time Delay and Disturbance. [PDF][Bibtex]
    IEEE Globecom Communications Conference. Miami, Florida, December 6-10, 2010.
  61. 2009

  62. [Globecom'09] Yanhua Li, Debin Zou, Yuan-an Liu, Zheng Zhou, and Yong Li
    On the Efficiency of Random Walk Routing in Multihop Wireless Network. [PDF][Bibtex]
    IEEE Globecom Communications Conference. Honolulu, Hawaii, Nov. 30 - Dec. 4, 2009.
  63. [MeshTech'09] Yanhua Li, Wei Chen, Zhi-Li Zhang
    Optimal Forwarder List Selection in Opportunistic Routing. [PDF][Bibtex][Code]
    Third IEEE International Workshop on Enabling Technologies and Standards for Wireless Mesh Networking (co-located with IEEE MASS 2009).Macau SAR, P.R. China. October 12-14, 2009.
  64. [WCNC'09] Yanhua Li, Yuanan Liu, Li Li, Pengkui Luo
    Local Scheduling Scheme For Opportunistic Routing. [PDF][Bibtex]
    2009 IEEE Wireless Communications and Networking Conference, Budapest, Hungary 5-8 April 2009.
  65. [WCNC'09] Li Li, Chunyuan Zhang, Yanhua Li
    QoS-Aware On-Demand Channel Width Adaptation Protocols For Multi-Radio Ad-Hoc Networks. [PDF][Bibtex]
    2009 IEEE Wireless Communications and Networking Conference, Budapest, Hungary 5-8 April 2009.