Zhenming Liu : Publications in Reverse Chronological Order

  1. Menghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo,
    Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach
    In SDM 2019
  2. Zaoxing Liu Zhihao Bai Zhenming Liu Xiaozhou Li Changhoon Kim, Vladimir Braverman Xin Jin Ion Stoica
    DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching [best paper award]
    In FAST 2019
  3. Qiong Wu, Wen-Ling Hsu, Tan Xu, Zhenming Liu, Guang-Qin Ma, Guy Jacobson, Shuai Zhao
    Speaking with Actions: Learning Customer Journey Behavior
    In the IEEE International conference on semantic computing (ICSC) 2019
  4. Ao Liu, Qiong Wu, Lirong Xia, Zhenming Liu
    Near Neighbor Approach for Learning Random Preferences
    In AAAI 2019
  5. Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen
    DeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics
    In INFOCOM 2018
  6. Cheng Li, Felix Wong, Zhenming Liu, Varun Kanade
    From which world is your graph?
    In the Neural Information Processing Systems Conference (NIPS) 2017
  7. Xukan Ran, Haoliang Chen, Zhenming Liu, Jiasi Chen
    Delivering deep learning to mobile devices via offloading
    In VR/AR Network@Sigcomm, 2017
  8. Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Felix Ming Fai Wong, Mung Chiang,
    Mind your own bandwidth
    Fog for 5G and IoT, 2017
  9. Felix Wong, Zhenming Liu, Mung Chiang
    On the Efficiency of Social Recommender Networks
    In the IEEE Conference on Computer Communications (INFOCOM) 2015, [best paper award runner-up]
    Journal Version appeared in ACM/IEEE Transactions on Networking (TON), 2016
    Submitted version  
  10. F. Wong, C. J-W. Wong, S. Ha, Z. Liu, Mung Chiang
    Improving User QoE for Residential Broadband: Adaptive Traffic Management at the Network Edge
    In IEEE 22nd International Symposium of Quality of Service (IWQoS), 2015
    Submitted version  
  11. Kai-Min Chung, Zhenming Liu, Rafael Pass
    Statistically-secure ORAM with $\tilde{O}(log^2n)$ Overhead.
    In the 20th Annual International Conference on the Theory and Application of Cryptology and Information Security (Asiacrypt) 2014
    Arxiv version (pdf)
  12. Felix Wong, Zhenming Liu, Mung Chiang
    Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization
    In IEEE International Conference on Data Mining (ICDM) 2014
    Arxiv version (pdf)
  13. C. Brinton, M. Chiang, S. Jain, H. Lam, Z. Liu, F. M. F Wong
    Learning about social learning in MOOCs: From statistical analysis to generative models
    In IEEE Transactions on Learning Technologies, 2014
    Arxiv version (pdf) media discussion: MIT Technology ReviewEducation NewsWall Street Journal
  14. Nanxi Kang, Zhenming Liu, Jennifer Rexford, David Walker (non-alphabetical)
    An efficient distributed implementation of one big switch.
    In ACM International Conference on emerging Networking Experiments and Technologies (CoNEXT), 2013
    Submitted version (pdf).
    Shorter version also appeared in Open networking summit, 2013.
  15. Mung Chiang, Henry Lam, Zhenming Liu, Vince Poor
    Why Steiner tree type algorithms work for community detections.
    In Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), 2013.
    Submitted version (pdf)
  16. Sharon Goldberg, Zhenming Liu
    The diffusion of networking technologies.
    In ACM-SIAM Symposium on Discrete Algorithms (SODA), 2013.
    Arxiv version (pdf)
  17. Varun Kanade, Zhenming Liu, Bozidar Radunovic
    Distributed non-stochastic experts.
    In the Neural Information Processing Systems Conference (NIPS) 2012.
    Arxiv version (pdf)
  18. Zhenming Liu, Bozidar Radunovic, Milan Vojnovic
    Continuous distributed counting for non-monotonic streams.
    In ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS), 2012.
    Technical report (pdf)
  19. Henry Lam, Zhenming Liu, Michael Mitzenmacher, Yajun Wang, Xiaorui Sun.
    Information dissemination via random walks in d-dimensional spaces. 
    In ACM-SIAM Symposium on Discrete Algorithms (SODA), 2012.
    Arxiv version (pdf)
  20. Kai-Min Chung, Henry Lam, Zhenming Liu, Michael Mitzenmacher
    Chernoff-Hoeffding bounds for Markov chains: generalized and simplified.
    In Symposium on Theoretical Aspects of Computer Science (STACS), 2012.
    Arxiv version (pdf)
  21. Wei Chen, Zhenming Liu, Yajung Wang, Xiaorui Sun
    Community detection in social networks through community formation game.
    Invited paper in IJCAI 2011, best paper track based on [CLS+10].

  22. Tao Sun, Wei Chen, Zhenming Liu, Yajun Wang, Xiaorui Sun, Ming Zhang, Chin-Yew Lin
    Participation maximization based on social influence in online discussion forums.
    In International AAAI conference on Weblogs and Social Media (ICWSM), 2011.
    Technical report (pdf)
  23. Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincon, Xiaorui Sun, Yajun Wang, Wei Wei, Yifei Yuan
    Influence maximization in social networks when negative opinion may emerge and propagate.
    In Proceedings of the 11st SIAM International Conferences on Data Mining (SDM), 2011 workshop.
    Conference version (pdf)
  24. Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
    A game theoretic framework to identify overlapping communities in social network.
    in European Conference in Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD), 2010, [best student paper]
    invited to data mining and knowledge discovery journal, Special issues, 2010.
    Journal version (pdf)
  25. William Yuen, Paul Syverson, Zhenming Liu, Christopher Thorpe,
    Intention-disguised algorithmic trading.
    In Financial Cryptography (FC), 2010.
    Technical report (pdf)
  26. V. Braverman, K. Chung, Z. Liu, M. Mitzenmacher, and R. Ostrovsky. 
    AMS Without 4-Wise Independence on Product Domains. 
    In STACS 2010. 
    Conference version (pdf) 
    This paper is the result of a merge. For historical reasons, and for a slightly different proof, please see: 
    Testing k-Wise Independence over Streaming Data.
    K. Chung, Z. Liu, and M. Mitzenmacher. 
    Early version (pdf) 
  27. Flavio Chierichetti, Hilary Finucane, Zhenming Liu, and M. Mitzenmacher.
    Designing floating codes for expected performance.
    In IEEE Transactions on Information Theory, March, 2010.
    Journal version (pdf)
  28. Zhenming Liu, Michael Mitzenmacher
    Codes for deletion and insertion channels with segmented errors.
    In IEEE Transactions on Information Theory, January, 2010
    Journal version (ps)
  29. Hilary Finucane, Zhenming Liu, Michael Mitzenmacher
    Designing floating codes for expected performance.
    in Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2008.
  30. Zhenming Liu, Michael Mitzenmacher,
    Codes for deletion and insertion channels with segmented errors.
    In IEEE International Symposium on Information Theory (ISIT), 2007.
  31. Mordecai Golin, Zhenming Liu
    The structure of optimal prefix-free codes in restricted languages: the uniform probability case.
    in Proceedings of the 2005 Workshop on Algorithms and Data Structures, (WADS), 2005.
    Conference version (pdf)