Publications

Asterisk * indicates co-primary authors

Preprints

• S. Zou, V. V. Veeravalli, J. Li and D. Towsley, "Quickest Detection of Dynamic Events in Networks", submitted to IEEE Transactions on Information Theory (IEEE TIT), July 2018. (Available at arXiv: 1807.06143)
• N. K. Panigrahy*, J. Li*, F. Zafari, D. Towsley and P. Yu, "Optimizing Timer-based Policies for General Cache Networks", under preparation, 2019. (Available at arXiv: 1711.03941)
• N. K. Panigrahy, J. Li, D. Towsley and C. Hollot, "Network Cache Design under Stationary Requests: Exact Analysis and Poisson Approximation", under preparation, 2019. (Available at arXiv: 1712.07307)

Journal Publications

• D. Kumar, J. Li, A. Chandra and R. Sitaraman, "A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics", Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), vol. 3, no. 2, article 29, June 2019.
• F. Zafari*, J. Li*, K. K. Leung, D. Towsley and A. Swami, "Optimal Energy Consumption for Communication, Computation, Caching and Quality Guarantee", to appear in IEEE Transactions on Control of Network Systems (IEEE TCNS), 2019. (Available at arXiv:1712.03565)
• L. Turner, R. M. Whitaker, S. M. Allen, D. E. J. Linden, K. Tu, J. Li and D. Towsley, "Evidence to Support Common Human App-switching Behavior on Smartphones", Royal Society Open Science, vol. 6, no. 3, March 2019.
• J. Li, S. Shakkottai, J. C. S. Lui, and V. Subramanian, "Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms", IEEE Journal on Selected Areas in Communications (IEEE JSAC), vol. 36(6), pp. 1314-1330, June 2018. (Available at arXiv: 1701.02214)
• J. Li, B. Xia, X. Geng, H. Ming, S. Shakkottai, V. Subramanian and L. Xie, "Mean Field Games in Nudge Systems for Societal Networks", ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ACM TOMPECS), vol. 3(4), no. 15, August 2018. (Available at arXiv: 1503.02951)
• J. Li, R. Bhattacharyya, S. Paul, S. Shakkottai and V. Subramanian, "Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective", IEEE/ACM Transactions on Networking (IEEE/ACM TON), vol. 25(1), pp. 3-17, February 2017. (Available at arXiv: 1604.02435)
• N. K. Panigrahy*, J. Li* and D. Towsley, "Hit Rate vs. Hit Probability Based Cache Utility Maximization", ACM Performance Evaluation Review, vol. 45(2), pp. 21-23, September 2017.
• J. Li, B. Xia, X. Geng, H. Ming, S. Shakkottai, V. Subramanian and L. Xie, "Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids", ACM Performance Evaluation Review, vol. 43(1), pp. 455-456, June 2015.

Conference Publications

• K. Tu, J. Li, D. Towsley, D. Braines and L. Turner, "gl2vec: Learning Feature Representation Using Graphlets for Directed Networks", Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (IEEE/ACM ASONAM), Vancouver, Canada, August 2019. [Acceptance rate: 29%] (Available at arXiv: 1812.05473)
• D. Kumar, J. Li, A. Chandra and R. Sitaraman, "A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics", Proceedings of ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems (ACM SIGMETRICS), Phoenix, AZ, June 2019. [Acceptance rate: 17%]
• N. K. Panigrahy*, J. Li*, F. Zafari, D. Towsley and P. Yu, "Jointly Compressing and Caching Data in Wireless Sensor Networks", DAIS workshop at SMARTCOMP, Washington D.C., June 2019.
• S. Zou, V. V. Veeravalli, J. Li, D. Towsley and A. Swami, "Distributed Quickest Detection of Significant Events in Networks", Proceedings of International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP), Brighton, UK, May 2019. (invited paper)
• J. Li*, T. K. Phan*, W. K. Chai, D. Tuncer, G. Pavlou, D. Griffin and M. Rio, "DR-Cache: Distributed Resilient Caching with Latency Guarantees", Proceedings of IEEE International Conference on Computer Communications (IEEE INFOCOM), Honolulu, HI, April 2018. [Acceptance rate: 19%]
• J. Li*, F. Zafari*, D. Towsley, K. K. Leung and A. Swami, "Joint Data Compression and Caching: Approaching Optimality with Guarantees", Proceedings of ACM/SPEC International Conference on Performance Engineering (ACM/SPEC ICPE), Berlin, Germany, April 2018. [Acceptance rate: 24%]
• K. Tu, J. Li, D. Towsley, D. Braines and L. Turner, "Network Classification in Temporal Networks Using Motifs", Proceedings of ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), Dublin, Ireland, September 2018. (Available at arXiv: 1807.03733)
• N. K. Panigrahy, J. Li and D. Towsley, "Network Cache Design under Stationary Requests: Exact Analysis and Poisson Approximation", Proceedings of IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (IEEE MASCOTS), Milwaukee, WI, September 2018. Best Paper Candidate (one of three nominated papers)
• K. Tu, J. Li, D. Towsley, D. Braines and L. Turner, "Classifying Types of Network Communities Using Motifs", Machine Learning, Data Analytics and Modeling Workshop (DATAM), Thessaloniki, Greece, September 2018. (co-located with Conference on Complex Systems)
• S. Zou, V. V. Veeravalli, J. Li and D. Towsley, "Quickest Detection of Significant Events in Structured Networks", Proceedings of Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October 2018. (invited paper)
• F. Zafari, J. Li, K. K. Leung, D. Towsley and A. Swami, "A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds", Proceedings of ACM Mobicom Workshop on Technologies for the Wireless Edge (EdgeTech), New Delhi, India, October 2018.
• F. Zafari*, J. Li*, K. K. Leung, D. Towsley and A. Swami, "Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee", Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM), Abu Dhabi, United Arab Emirates, December 2018.
• N. K. Panigrahy*, J. Li* and D. Towsley, "Hit Rate vs. Hit Probability Based Cache Utility Maximization", Proceedings of ACM Workshop on Mathematical performance Modeling and Analysis (ACM MAMA), Urbana-Champaign, IL, June 2017.
• J. Li, B. Xia, X. Geng, H. Ming, S. Shakkottai, V. Subramanian and L. Xie, "Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids", Proceedings of ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems (ACM SIGMETRICS) (short paper), Portland, OR, June 2015. [Acceptance rate: 23%]
• J. Li, R. Bhattacharyya, S. Paul, S. Shakkottai and V. Subramanian, "Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective", Proceedings of IEEE International Conference on Computer Communications (IEEE INFOCOM), Hong Kong, April 2015. [Acceptance rate: 19%]
• J. Li, J. Zhang, L. Fu, X. Wang, "Capacity in Arbitrary Wireless Ad Hoc Networks with MIMO and Power Constraint", Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM), Anaheim, CA, December 2012.
• C. Xie, J. Li, X. Wang, "Multicast Capacity of Wireless Ad Hoc Networks with Infrastructure Support", Proceedings of IEEE International Conference on Communications (IEEE ICC), Ottawa, Canada, June 2012.