All Publications

Google Scholar Link

Book

• • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, Applied Optimization Methods for Wireless Networks, Cambridge University Press, 2014. ISBN: 9781139088466.

Patents

• • Y.E. Sagduyu, J. Li, Y. Shi, A. Grushin, and Z. El-Jamous, "Systems and means for generating synthetic social media data", US Patent 10,719,779.

  • Y.E. Sagduyu, Z. El-Jamous, M. Ding, V. Manikonda, and Y. Shi, "Systems and means for detecting automated programs used to generate social media input", US Patent 11,005,843.

Book Chapters

• • Y.E. Sagduyu, Y. Shi, T. Erpek, W. Headley, B. Flowers, G. Stantchev, Z. Lu, and B. Jalaian, “Adversarial machine learning: A new threat paradigm for next-generation wireless communications,” in AI, Machine Learning and Deep Learning: A Security Perspective, edited by F. Hu, X. Hei, CRC Press, June 2023.

  • Y.E. Sagduyu, T. Erpek, and Y. Shi, “Adversarial machine learning for 5G communications security,” to appear in Game Theory and Machine Learning for Cyber Security, edited by C.A. Kamhoua, C.D. Kiekintveld, F. Fang, Q. Zhu, pp. 270–288, New York, NY, Wiley Publisher, September 2021.

  • T. Erpek, T.J. O'Shea, Y.E. Sagduyu, Y. Shi, and T.C. Clancy, "Deep learning for wireless communications," in Development and Analysis of Deep Learning Architectures, edited by W. Pedrycz and S.-M. Chen, pp. 223–266, Springer Publisher, 2020.

  • X. Yuan, C. Gao, F. Tian, Y. Shi, Y.T. Hou, W. Lou, W. Trappe, S.F. Midkiff, J.H. Reed, and S. Kompella, "MIMO-empowered secondary networks for efficient spectrum sharing," in Handbook of Cognitive Radio, edited by W. Zhang, pp. 989–1020, Singapore, Springer Publisher, February 2019.

  • Y. Shi, Y.E. Sagduyu, K. Davaslioglu, and R. Levy, "Vulnerability detection and analysis in adversarial deep learning," in Guide to Vulnerability Analysis for Computer Networks and Systems - An Artificial Intelligence Approach, edited by S. Parkinson, pp. 211–234, Springer Publisher, September 2018.

  • A.V. Sathanur, M.M. Halappanavar, Y. Shi, and Y.E. Sagduyu, "Exploring the role of intrinsic nodal activation on the spread of influence in complex networks," in Social Network Based Big Data Analysis and Applications, edited by M. Kaya, J. Kawash, S. Khoury, M.-Y. Day, pp. 123–142, Springer Publisher, May 2018.

  • Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Wenjing Lou, "Multicast algorithm design for energy-constrained multi-hop wireless networks with directional antennas," in Wireless Network Performance Enhancement via Directional Antennas: Models, Protocols, and Systems, edited by J.D. Matyjas, F. Hu, S. Kumar, pp. 293–314, Taylor & Francis Group, CRC Press, November 2015.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, and Huaibei Zhou, "Rechargeable sensor networks with magnetic resonant coupling," in Rechargeable Sensor Networks: Technology, Theory and Application, edited by J. Chen, S. He and Y. Sun, pp. 31–68, World Scientific Publishing, January 2014.

  • Yi Shi, Y. Thomas Hou, and Hanif D. Sherali, "On throughput maximization problem for UWB-based sensor networks via reformulation-linearization technique," in The Handbook of Optimization in Complex Networks: Theory and Applications, edited by My T. Thai and P. Pardalos, pp. 219–239, Springer Publisher, January 2012.

  • Yi Shi and Y. Thomas Hou, "Cross-layer optimization for multi-hop cognitive radio networks," in Cognitive Radio Communications and Networks: Principles and Practice, edited by A.M. Wyglinski, M. Nekovee, and Y.T. Hou, pp. 335–364, Elsevier Inc., November 2009.

  • Yi Shi and Y. Thomas Hou, "Analytical models for multi-hop cognitive radio networks," in Cognitive Radio Networks, edited by Y. Xiao and F. Hu, pp. 399–422, Auerbach Publications, December 2008.

Journal papers

• • Y. Shi and Y.E. Sagduyu, "Membership inference attack and defense for wireless signal classifiers with deep learning," to appear in IEEE Transactions on Mobile Computing.

  • Y. Shi, Y.E. Sagduyu, T. Erpek, and M.C. Gursoy, “How to attack and defend 5G radio access network slicing with reinforcement learning,” IEEE Open Journal of Vehicular Technology, Special Issue - Recent Advances in Security and Privacy for 6G Networks, vol. 4, pp. 181–192, 2023.

  • Z. Li, L. Shi, Y. Shi, Z. Wei, and Y. Lu, “Task offloading strategy to maximize task completion rate in heterogeneous edge computing environment,” Computer Networks, vol. 210, article 108937, June 2022.

  • L. Shi, L. Wu, Y. Shi, Y. Fan, J. Xu, and Z. Li, “Joint CB and SIC technology to optimize throughput and cost under IoV,” IEEE Transactions on Vehicular Technology, vol. 71, no. 8, pp.8689–8701, May 2022.

  • L. Shi, Z. Li, Y. Shi, Y. Fan, Z. Wei, and L. Wu, “An optimal wireless transmission strategy based on coherent beamforming and successive interference cancellation,” Wireless Networks, vol. 28, no. 1, pp. 29–43, January 2022.

  • L. Shi, Z. Xu, Y. Sun, Y. Shi, Y. Fan, and X. Ding, “A DNN inference acceleration algorithm combining model partition and task allocation in heterogeneous edge computing system,” Peer-to-Peer Networking and Applications, vol. 14, no. 6, pp. 4031–4045, November 2021.

  • L. Wu, J. Xu, L. Shi, Y. Shi, and W. Zhou, “Optimize the the communication cost of 5G internet of vehicles through coherent beamforming technology,” Wireless Communications and Mobile Computing, article 6668984, 12 pages, May 2021.

  • Y. Shi, K. Davaslioglu, and Y.E. Sagduyu, "Generative adversarial network in the air: Deep adversarial learning for wireless signal spoofing," IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 1, pp. 294–303, March 2021. 

  • Y.E. Sagduyu, Y. Shi, and T. Erpek, "Adversarial deep learning for over-the-air spectrum poisoning attacks," IEEE Transactions on Mobile Computing, vol. 20, no. 2, pp. 306–319, February 2021.

  • Y. Chen, Y. Huang, Y. Shi, Y.T. Hou, W. Lou, and S. Kompella, "On DoF-based interference cancellation under general channel rank conditions," IEEE/ACM Transactions on Networking, vol. 28, no. 3, pp. 1002–1016, June 2020.

  • R. Theagarajan, B. Bhanu, T. Erpek, Y.-K. Hue, R. Schwieterman, K. Davaslioglu, Y. Shi, and Y.E. Sagduyu, "Integrating deep learning-based data driven and model-based approaches for inverse synthetic aperture radar target recognition," Optical Engineering, vol. 59, no. 5, 051407, April 2020.

  • Y. Shi and Y.E. Sagduyu, "Coherent communications in self-organizing networks with distributed beamforming," IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 760–770, November 2019.

  • L. Shi, Y. Hu, J. Xu, Y. Shi, and X. Ding, "The mobile base station strategy for wireless networks with successive interference cancellation," IEEE Access, vol. 7, pp. 88570–88578, June 2019.

  • T. Erpek, Y.E. Sagduyu, and Y. Shi, "Deep learning for launching and mitigating wireless jamming attacks," IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 1, pp. 2–14, March 2019.

  • T. Erpek, Y.E. Sagduyu, Y. Shi, and S. Ponnaluri, "Network control and rate optimization for multiuser MIMO communications," Ad Hoc Networks, vol. 85, pp. 92–102, March 2019.

  • C. Jiang, Y. Shi, Y.T. Hou, W. Lou, S. Kompella, and S.F. Midkiff, "A general method to determine asymptotic capacity upper bounds for wireless networks," IEEE Transactions on Network Science and Engineering, vol. 6, no. 1, pp. 2–15, January–March, 2019.

  • Z. Lu, Y.E. Sagduyu, and Y. Shi, "Integrating social links into wireless networks: Modeling, routing, analysis and evaluation," IEEE Transactions on Mobile Computing, vol. 18, no. 1, pp. 111–124, January 2019.

  • Y.E. Sagduyu, Y. Shi, S. Ponnaluri, S. Soltani, J. H. Li, R. Riley, C. Banner, G. Heinen, "Optimal network-centric planning for airborne relay communications," IEEE Systems Journal, vol. 12, no. 4, pp. 3450–3460, December 2018.

  • B. Jalaian, X. Yuan, Y. Shi, Y.T. Hou, W. Lou, S.F. Midkiff, and V. Dasari, "On the integration of SIC and MIMO DoF for interference cancellation in wireless networks," Springer Wireless Networks, vol. 24, issue 7, pp. 2357–2374, Oct. 2018.

  • Y.E. Sagduyu, A. Grushin, and Y. Shi, "Synthetic Social Media Data Generation," IEEE Transactions on Computational Social Systems, vol. 5, no. 3, pp. 605–620, September 2018.

  • Y.E. Sagduyu, Y. Shi, A. B. MacKenzie, Y.T. Hou, "Regret minimization for primary/secondary access to satellite resources with cognitive interference," IEEE Transactions on Wireless Communications, vol. 17, no. 5, pp. 3512–3523, May 2018.

  • H. Zeng, X. Qin, X. Yuan, Y. Shi, Y.T. Hou, and W. Lou, "Cooperative interference neutralization in multi-hop wireless networks," IEEE Transactions on Communications, vol. 66, issue 2, pp. 889–903, February 2018.

  • H. Zeng, Y. Shi, Y.T. Hou, W. Lou, X. Yuan, R. Zhu, and J. Cao, "OFDM-based interference alignment in single-antenna cellular wireless networks," IEEE Transactions on Communications, vol. 65, issue 10, pp. 4492–4506, October 2017.

  • Y.E. Sagduyu, S. Soltani, T. Erpek, Y. Shi, and J. Li, "A unified solution to cognitive radio programming, test and evaluation for tactical communications," IEEE Communications Magazine, vol. 55, issue 10, pp. 12–20, October 2017. 

  • L. Shi, Y. Gao, Z. Wei, X. Ding, and Y. Shi, "The mine locomotive wireless network strategy based on successive interference cancellation with dynamic power control," International Journal of Distributed Sensor Networks, vol. 13, no. 5, 2017.

  • H. Zeng, Y.T. Hou, Y. Shi, W. Lou, S. Kompella, and S.F. Midkiff, "A distributed scheduling algorithm for underwater acoustic networks with large propagation delays," IEEE Transactions on Communications, vol. 65, issue 3, pp. 1131–1145, March 2017.

  • L. Shi, Y. Shi, X. Wei, X. Ding, and Z. Wei, "Cost Minimization Algorithms for Data Center Management," IEEE Transactions on Parallel and Distributed Systems, vol. 28, issue 1, pp. 60-71, January 2017.

  • X. Yuan, Y. Shi, X. Qin, Y.T. Hou, W. Lou, S. Kompella, S.F. Midkiff, and J.H. Reed, "Beyond overlay: Reaping mutual benefits for primary and secondary networks through node-level cooperation," IEEE Transactions on Mobile Computing, vol. 16, issue 1, pp. 2-15, January 2017.

  • Y.E. Sagduyu, Y. Shi, A. Fanous, and J.H. Li, "Wireless network inference and optimization: Algorithm design and implementation," IEEE Transactions on Mobile Computing, vol. 16, issue 1, pp. 257-267, January 2017.

  • X. Yuan, X. Qin, F. Tian, B. Jalaian, Y. Shi, Y.T. Hou, W. Lou, and W. Trappe, "An online admission control algorithm for dynamic traffic in underlay coexistence paradigm," IEEE Transactions on Cognitive Communications and Networking, vol. 2, issue 4, pp. 411-426, December 2016.

  • S. Sharma, Y. Shi, Y.T. Hou, S. Kompella, and S.F. Midkiff, "Network-coded cooperative communications with multiple relay nodes: Achievable rate and network optimization," Elsevier Ad Hoc Networks, vol. 53, pp. 79-93, December 2016.

  • Xu Yuan, Xiaoqi Qin, Feng Tian, Yi Shi, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff, and Sastry Kompella, “A distributed algorithm to achieve transparent coexistence for a secondary multi-hop MIMO network,” IEEE Transactions on Wireless Communications, vol. 15, issue 9, pp. 6063-6077, September 2016.

  • Canming Jiang, Yi Shi, Xiaoqi Qin, Xu Yuan, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, “Cross-layer optimization for multi-hop wireless networks with successive interference cancellation,” IEEE Transactions on Wireless Communications, vol. 15, issue 8, pp. 5819-5831, August 2016.

  • Xiaoqi Qin, Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, and Scott F. Midkiff, “Joint flow routing and DoF allocation in multi-hop MIMO networks,” IEEE Transactions on Wireless Communications, vol. 15, issue 3, pp. 1907-1922, March 2016.

  • Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, Rongbo Zhu, and Scott F. Midkiff, "A scheduling algorithm for MIMO DoF allocation in multi-hop networks," IEEE Transactions on Mobile Computing, vol. 15, issue 2, pp. 264-277, February 2016.

  • Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, "An analytical model for interference alignment in multi-hop MIMO networks," IEEE Transactions on Mobile Computing, vol. 15, issue 1, pp. 17-31, January 2016.

  • Yi Shi, Yalin E. Sagduyu, Junshan Zhang, and Jason H. Li, "Adaptive coding optimization in wireless networks: Design and implementation aspects," IEEE Transactions on Wireless Communications, vol. 14, issue 10, pp. 5672-5680, October 2015.

  • Yalin E. Sagduyu and Yi Shi, "Navigating a mobile social network," IEEE Wireless Communications Magazine, vol. 22, issue 5, pp. 122-128, October 2015.

  • Yalin E. Sagduyu, Yi Shi, and Kartavya Neema, "Search in combined social and wireless communication networks: Delay and success analysis," IEEE Transactions on Wireless Communications, vol. 14, issue 9, pp. 4972-4980, September 2015.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, Huaibei Zhou, and Scott F. Midkiff, “A mobile platform for wireless charging and data collection in sensor networks,” IEEE Journal on Selected Areas in Communications, vol. 33, issue 8, pp. 1521-1533, August 2015.

  • Xu Yuan, Canming Jiang, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, "Toward transparent coexistence for multi-hop secondary cognitive radio networks," IEEE Journal on Selected Areas in Communications, vol. 33, issue 5, pp. 958-971, May 2015.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, and Scott F. Midkiff, "Multi-node wireless energy charging in sensor networks," IEEE/ACM Transactions on Networking, vol. 23, issue 2, pp. 437-450, April 2015.

  • Lei Shi, Jianjun Zhang, Yi Shi, Xu Ding, and Zhenchun Wei, "Optimal base station placement for wireless sensor networks with successive interference cancellation," Sensors, 15(1), pp. 1676-1690, January 2015.

  • Huacheng Zeng, Yi Shi, Y. Thomas Hou, Rongbo Zhu, and Wenjing Lou, "A novel MIMO DoF model for multi-hop networks," IEEE Network Magazine, vol. 28, issue 5, pp. 81-85, September-October 2014.

  • Sushant Sharma, Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Sastry Kompella, "Joint optimization of session grouping and relay node selection for network-coded cooperative communications," IEEE Transactions on Mobile Computing, vol. 13, no. 9, pp. 2028-2041, September 2014.

  • Yi Shi, Yalin E. Sagduyu, and Jason H. Li, "Multi-layer optimization with backpressure and genetic algorithms for multi-hop wireless networks," Springer Wireless Networks, vol. 20, issue 6, pp. 1265-1273, August 2014.

  • Yi Shi, Jia Liu, Canming Jiang, Cunhao Gao, and Y. Thomas Hou, "A DoF-based link layer model for multi-hop MIMO networks," IEEE Transactions on Mobile Computing, vol. 13, issue 7, pp. 1395-1408, July 2014.

  • Canming Jiang, Yi Shi, Y. Thomas Hou, and Sastry Kompella, "Bicriteria optimization in multi-hop wireless networks: Characterizing the throughput-energy envelope," IEEE Transactions on Mobile Computing, vol. 12, issue 8, pp. 1866-1878, September 2013. (Selected as the Spotlight Paper for the September 2013 issue).

  • Liguang Xie, Yi Shi, Y. Thomas Hou, and Wenjing Lou, "Wireless power transfer and applications to sensor networks," IEEE Wireless Communications Magazine, vol. 20, issue 4, pp. 140-145, August 2013.

  • Yi Shi, Y. Thomas Hou, Jia Liu, and Sastry Kompella, "Bridging the gap between protocol and physical models for wireless networks," IEEE Transactions on Mobile Computing, vol. 12, issue 7, pp. 1404-1416, July 2013.

  • Canming Jiang, Yi Shi, Y. Thomas Hou, Wenjing Lou, and Hanif D. Sherali, "Throughput maximization for multi-hop wireless networks with network-wide energy constraint," IEEE Transactions on Wireless Communications, vol. 12, issue 3, pp. 1255-1267, March 2013.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, and Hanif D. Sherali, "Making sensor networks immortal: An energy-renewal approach with wireless power transfer," IEEE/ACM Transactions on Networking, vol. 20, issue 6, pp. 1748-1761, December 2012.

  • Yi Shi and Y. Thomas Hou, "Some fundamental results on base station movement problem for wireless sensor networks," IEEE/ACM Transactions on Networking, vol. 20, issue 4, pp. 1054-1067, August 2012.

  • Sushant Sharma, Yi Shi, Jia Liu, Y. Thomas Hou, Sastry Kompella, and Scott F. Midkiff, "Network coding in cooperative communications: Friend or foe?" IEEE Transactions on Mobile Computing, vol. 11, issue 7, pp. 1073-1085, July 2012.

  • Sushant Sharma, Yi Shi, Y. Thomas Hou, Hanif D. Sherali, Sastry Kompella, and Scott F. Midkiff, "Joint flow routing and relay node assignment in cooperative multi-hop networks," IEEE Journal on Selected Areas in Communications, vol. 30, issue 2, pp. 254-262, February 2012.

  • Cunhao Gao, Yi Shi, Y. Thomas Hou, and Sastry Kompella, "On the throughput of MIMO-empowered multi-hop cognitive radio networks," IEEE Transactions on Mobile Computing, vol. 10, issue 11, pp. 1505-1519, November 2011.

  • Yi Shi, Y. Thomas Hou, Sastry Kompella, and Hanif D. Sherali, "Maximizing capacity in multihop cognitive radio networks under the SINR model," IEEE Transactions on Mobile Computing, vol. 10, no. 7, pp. 954-967, July 2011.

  • Sushant Sharma, Yi Shi, Y. Thomas Hou, and Sastry Kompella, "An optimal algorithm for relay node assignment in cooperative ad hoc networks," IEEE/ACM Transactions on Networking, vol. 19, issue 3, pp. 879-892, June 2011.

  • Canming Jiang, Yi Shi, and Y. Thomas Hou, "On the asymptotic capacity of multi-hop MIMO ad hoc networks," IEEE Transactions on Wireless Communications, vol. 10, issue 4, pp. 1032-1037, April 2011.

  • Cunhao Gao, Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Huaibei Zhou, "Multicast communications in multi-hop cognitive radio networks," IEEE Journal on Selected Areas in Communications, vol. 29, issue 4, pp. 784-793, April 2011.

  • Yi Shi, Y. Thomas Hou, Huaibei Zhou, and Scott F. Midkiff, "Distributed cross-layer optimization for cognitive radio networks," IEEE Transactions on Vehicular Technology, vol. 59, issue 8, pp. 4058-4069, October 2010.

  • Yi Shi and Y. Thomas Hou, "Optimal base station placement in wireless sensor networks," ACM Transactions on Sensor Networks, vol. 5, issue 4, article 32, November 2009.

  • Yi Shi, Y. Thomas Hou, and Huaibei Zhou, "Per-node based optimal power control for multi-hop cognitive radio networks," IEEE Transactions on Wireless Communications, vol. 8, no. 10, pp. 5290-5299, October 2009.

  • Yi Shi, Y. Thomas Hou, and Alon Efrat, "Algorithm design for a class of base station location problems in sensor networks," ACM/Springer Wireless Networks, vol. 15, issue 1, pp. 21-38, January 2009.

  • Yi Shi and Y. Thomas Hou, "On the capacity of UWB-based wireless sensor network," Elsevier Computer Networks Journal, vol. 52, issue 14, pp. 2797-2804, October 2008.

  • Jia Liu, Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Cross-layer optimization for MIMO-based wireless ad hoc networks: Routing, power allocation, and bandwidth allocation," IEEE Journal on Selected Areas in Communications, vol. 26, no. 6, pp. 913-926, August 2008.

  • Yi Shi, Y. Thomas Hou, and Hanif D. Sherali, "Cross-layer optimization for data rate utility problem in UWB-based ad hoc networks," IEEE Transactions on Mobile Computing, vol. 7, issue 6, pp. 764-777, June 2008.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Rate allocation and network lifetime problems for wireless sensor networks," IEEE/ACM Transactions on Networking, vol. 16, no. 2, pp. 321-334, April 2008.

  • Jia Liu, Y. Thomas Hou, Yi Shi, Hanif D. Sherali, and Sastry Kompella, "On the capacity of multiuser MIMO networks with interference," IEEE Transactions on Wireless Communications, vol. 7, no. 2, pp. 488-494, February 2008.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Spectrum sharing for multi-hop networking with cognitive radios," IEEE Journal on Selected Areas of Communications, vol. 26, no. 1, pp. 146-155, January 2008.

  • Y. Thomas Hou and Yi Shi, "Variable bit rate flow routing in wireless sensor networks," IEEE Transactions on Wireless Communications, vol. 6, no. 6, pp. 2140-2148, June 2007.

  • Y. Thomas Hou, Yi Shi, Hanif D. Sherali, and Jeffrey E. Wieselthier, "Multicast communications in ad hoc networks using directional antennas: A lifetime-centric approach," IEEE Transactions on Vehicular Technology, vol. 56, issue 3, pp.1333-1344, May 2007.

  • Y. Thomas Hou, Yi Shi, Jianping Pan, and Scott F. Midkiff, "Maximizing the lifetime of wireless sensor networks through optimal single-session flow routing," IEEE Transactions on Mobile Computing, vol. 5, no. 9, pp. 1255-1266, September 2006.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Optimal base station selection for anycast routing in wireless sensor networks," IEEE Transactions on Vehicular Technology, vol. 55, issue 3, pp. 813-821, May 2006.

  • Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Scott F. Midkiff, "Optimal routing for UWB-based sensor networks," IEEE Journal on Selected Areas of Communications, vol. 24, no. 4, pp. 857-863, April 2006.

  • Jianping Pan, Y. Thomas Hou, Lin Cai, Yi Shi, and Sherman X. Shen, "Serialized optimal relay schedules in two-tiered wireless sensor networks," Elsevier Computer Communications, vol. 29, no. 4, pp. 511-524, February 2006.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "On node lifetime problem for energy-constrained wireless sensor networks," ACM/Springer Mobile Networks and Applications, vol. 10, no. 6, pp. 865-878, December 2005.

  • Jianping Pan, Lin Cai, Y. Thomas Hou, Yi Shi, and Sherman X. Shen, "Optimal base-station locations in two-tiered wireless sensor networks," IEEE Transactions on Mobile Computing, vol. 4, no. 5, pp. 458-473, September/October 2005.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "On energy provisioning and relay node placement for wireless sensor networks," IEEE Transactions on Wireless Communications, vol. 4, no. 5, pp. 2579-2590, September 2005.

  • Y. Shi and D. Feng, "Design and analysis of a new group of (tj; t; n) threshold group-signature scheme," Journal of the Graduate School of the Chinese Academy of Sciences, vol. 2, February 2001.

Conference papers:

• Y. Shi, Y.E. Sagduyu, and T. Erpek, “Jamming attacks on decentralized federated learning in General Multi-Hop Wireless Networks,” in Proceedings of IEEE INFOCOM Workshop on 5G and Beyond Wireless Security (Wireless-Sec), Hoboken, NJ, May 20, 2023.

• Y. Shi and Y.E. Sagduyu, “How to launch jamming attacks on federated learning in NextG wireless networks,” in Proceedings of IEEE Globecom Workshop on 5G and Beyond Wireless Security (Wireless-Sec), pp. 945–950, Rio de Janeiro, Brazil, December 4–8, 2022. 

• Y. Shi, M. Mehedint, T. Nguyen, and H. Zeng, “Vulnerability analysis for deep learning systems in network security,” in Proceedings of IEEE Military Communications Conference (Milcom), Restricted Program, Rockville, MD, November 28–December 2, 2022.

• Y. Shi and Y.E. Sagduyu, “Sensing-throughput tradeoffs with generative adversarial networks for NextG spectrum sharing,” in Proceedings of IEEE Milcom Workshop on 5G Military Communications: Open Modular Architectures, Testbeds, and Cybersecurity, Rockville, MD, November 28, 2022.

• C. Fang, L. Shi, Y. Shi, J. Xu, and X. Ding, “Synchronous federated learning latency optimization based on model splitting,” in Proceedings of International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp. 495–506, Dalian, China, November 24–26, 2022.

• J. Xu, L. Shi, Y. Shi, C. Fang, and J. Xu, “An asynchronous federated learning optimization scheme based on model partition,” in Proceedings of International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp. 367–379, Dalian, China, November 24–26, 2022.

• S. Zhao, L. Shi, Y. Shi, F. Zhao, and Y. Fan, “NOMA-based task offloading and allocation in vehicular edge computing networks,” in Proceedings of EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 343–359, Hangzhou, China, October 15–16, 2022.

• F. Zhao, L. Shi, Y. Shi, S. Zhao, and Z. Lv, “An energy-saving strategy for 5G base stations in vehicular edge computing,” in Proceedings of EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 309–325, Hangzhou, China, October 15–16, 2022.

• Y. Shi, Y.E. Sagduyu, T. Erpek, and M.C. Gursoy, “Jamming attacks on NextG radio access network slicing with reinforcement learning,” in Proceedings of IEEE Future Networks World Forum (FNWF), pp. 397–402, Montreal, Canada, October 12–14, 2022.

• M. Hegarty, Y.E. Sagduyu, T. Erpek, and Y. Shi, “Deep learning for spectrum awareness and covert communications via unintended RF emanations,” in Proceedings of ACM WiSec Workshop on Wireless Security and Machine Learning (WiseML), pp. 27–32, San Antonio, TX, May 19, 2022.

• Y. Shi, Y.E. Sagduyu, and T. Erpek, “Federated learning for distributed spectrum sensing in NextG communication networks,” in SPIE Defense + Commercial Sensing, Orlando, vol. 12113, pp. 472–478, Orlando, FL, April 3–7, 2022. 

• L. Shi, Z. Ma, Y. Fan, Y. Shi, X. Ding, and Z. Li, “Online task scheduling algorithm with complex dependencies in edge computing,” in Proceedings of International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI), pp. 158–163, Hangzhou, China, December 18, 2021.

• B. Kim, Y. Shi, Y.E. Sagduyu, T. Erpek, and S. Ulukus, "Adversarial attacks against deep learning based power control in wireless communications," in Proceedings of IEEE Globecom Workshop on 5G and Beyond Wireless Security (IEEE Wireless-Sec), 6 pages, Madrid, Spain, December 7, 2021. 

• L. Wu, J. Xu, L. Shi, X. Bi, and Y. Shi, “Jointly optimizing throughput and cost of IoV based on coherent beamforming and successive interference cancellation technology,” in Proceedings of International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp. 235–243. Nanjing, China, June 25–27, 2021.

• Y. Shi and Y.E. Sagduyu, "Adversarial machine learning for flooding attacks on 5G radio access network slicing,“ in Proceedings of IEEE ICC Workshop on 5G and Beyond Wireless Security (Wireless-Sec), 6 pages, Montreal, Canada, June 14, 2021.

• Z. Li, L. Shi, Y. Shi, Y. Fan, Z. Wei, and L. Wu, “An optimal wireless transmission strategy based on coherent beamforming and successive interference cancellation for edge computing,” in Proceedings of IEEE International Conference on Mobility, Sensing and Networking (MSN), pp. 779–784, Tokyo, Japan, December 17–19, 2020.

• L. Shi, Z. Xu, Y. Shi, Y. Fan, X. Ding, and Y. Sun, “A DNN inference acceleration algorithm in heterogeneous edge computing: Joint task allocation and model partition,” in Proceedings of EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 237–254. Shanghai, China, October 16–18, 2020.

• Y. Shi, Y.E. Sagduyu, and T. Erpek, "Reinforcement learning for dynamic resource optimization in 5G radio access network slicing," in Proceedings of IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 6 pages, September 14–16, 2020.

• J. Xu, L. Wu, L. Shi, Y. Shi, and W. Zhou, “Research on 5G Internet of vehicles facilities based on coherent beamforming,” in Proceedings of International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp. 68–77, Qingdao, China, September 13–15, 2020.

• Y. Shi, K. Davaslioglu, and Y.E. Sagduyu, "Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers," in Proceedings of ACM WiSec Workshop on Wireless Security and Machine Learning (WiseML), pp. 61–66, July 13, 2020.

• Y. Shi, K. Davaslioglu, Y.E. Sagduyu, W. C. Headley, M. Fowler, and G. Green, "Deep learning for RF signal classification in unknown and dynamic spectrum environments," in Proceedings of IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 10 pages, Newark, NJ, December 11–14, 2019.

• Y. Shi and Y.E. Sagduyu, ”Adversarial machine learning in wireless,“ in ARO workshop, Phoenix, AZ, December 4–5, 2019.

• N. Abuzainab, T. Erpek, K. Davaslioglu, Y.E. Sagduyu, Y. Shi, S. J. Mackey, M. Patel, F. Panettieri, M. A. Qureshi, V. Isler, A. Yener, "QoS and jamming-aware wireless networking using deep reinforcement learning," in Proceedings of IEEE Military Communications Conference (MILCOM), pp. 610–615, Norfolk, VA, November 12–14, 2019.

• Y. Shi, H. Zeng, and T. T. Nguyen, "Adversarial machine learning for network security," in Proceedings of IEEE International Symposium on Technologies for Homeland Security (HST), 7 pages, Woburn, MA, November 8–9, 2019.

• Y.E. Sagduyu, Y. Shi, and T. Erpek, "IoT network security from the perspective of adversarial deep learning," in Proceedings of IEEE International Conference on Sensing, Communication, and Networking (SECON) Workshop on Machine Learning for Communication and Networking in IoT, 9 pages, Boston, MA, June 10, 2019.

• Y. Shi, K. Davaslioglu, and Y.E. Sagduyu, "Generative adversarial network for wireless signal spoofing," in Proceedings of ACM WiSec Workshop on Wireless Security and Machine Learning （WiseML), pp. 55–60, Miami, FL, May 14, 2019.

• Y. Shi, Y.E. Sagduyu, K. Davaslioglu, and J.H. Li, "Generative adversarial networks for black-box API attacks with limited training data," in Proceedings of IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp. 453–458, Louisville, KY, December 6–8, 2018.

• Yi Shi, Satya Ponnaluri, Yalin E. Sagduyu, and Eric van Doorn, "Distributed coherent group communications," in Proc. IEEE Military Communications Conference (MILCOM), Los Angeles, CA, pp. 798-803, October 29-31, 2018.

• Yi Shi, Tugba Erpek, Yalin E. Sagduyu, and Jason H. Li, "Spectrum data poisoning with adversarial deep learning," in Proc. IEEE Military Communications Conference (MILCOM), Los Angeles, CA, pp. 88-93, October 29-31, 2018.

• Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Maice Costa, Kemal Davaslioglu, Hao Han, Daniel Fayette, Eric Johnson, Elizabeth Bentley, and Clif Banner, "Routing, network coding and TCP support for wideband HF communications," in Proc. IEEE Military Communications Conference (MILCOM), Los Angeles, CA, pp. 157-162, October 29-31, 2018.

• T. Erpek, Y.E. Sagduyu, Y. Shi, and S. Ponnaluri, "Rate optimization with distributed network coordination of multiuser MIMO communications," in Proceedings of IEEE Vehicular Technology Conference (VTC-Fall), 5 pages, Chicago, IL, August 27-30, 2018.

• Y. Shi, Y.E. Sagduyu, T. Erpek, K. Davaslioglu, Z. Lu, and J.H. Li, "Adversarial deep learning for cognitive radio security: Jamming attack and defense strategies," in Proc. IEEE International Conference on Communications (ICC) Workshop - Promises and Challenges of Machine Learning in Communication Networks (ML4COM), Kansas City, MO, 6 pages, May 24, 2018.

• Y. Shi, Y.E. Sagduyu, K. Davaslioglu, and J.H. Li, "Active deep learning attacks under strict rate limitations for online API calls," in Proceedings of IEEE International Symposium on Technologies for Homeland Security (HST), 6 pages, Crystal City, VA, May 2-3, 2018. (Best Paper Award).

• Y. Chen, Y. Huang, Y. Shi, Y.T. Hou, W. Lou, and S. Kompella, "A general model for DoF-based interference cancellation in MIMO networks with rank-deficient channels," in Proc. IEEE Conference on Computer Communications (INFOCOM), pp. 900-907, Honolulu, HI, April 15-19, 2018.

• Y. Shi and Y.E. Sagduyu, "Evasion and causative attacks with adversarial deep learning," in Proc. IEEE Military Communications Conference (MILCOM), pp. 243-248, Baltimore, MD, October 23-25, 2017.

• S. Soltani, Y.E. Sagduyu, S. Scanlon, Y. Shi, J.H. Li, J. Feldman, and J.D. Matyjas, "Joint network coding and backpressure algorithm for cognitive radio networks," in Proc. IEEE Military Communications Conference (MILCOM), pp. 858-863, Baltimore, MD, October 23-25, 2017.

• Y.E. Sagduyu, Y. Shi, T. Erpek, S. Soltani, S.J. Mackey, D.H. Cansever, M.P. Patel, B.F. Panettieri, B.K. Szymanski, and C. Cao, "Multilayer MANET routing with social-cognitive learning," in Proc. IEEE Military Communications Conference (MILCOM), pp. 103-108, Baltimore, MD, October 23-25, 2017.

• Y.E. Sagduyu, T. Erpek, S. Soltani, Y. Shi, S. Ponnaluri, J.H. Li, R. Riley, and C. Banner, "Mission planning radio testbed for airborne relay communications," in Proc. IEEE Military Communications Conference (MILCOM), Restricted Access Technical Program, Baltimore, MD, October 23-25, 2017.

• Y. Shi, Y.E. Sagduyu, and A. Gurshin, "How to steal a machine learning classifier with deep learning," in Proc. IEEE Symposium on Technologies for Homeland Security (HST), 5 pages, Boston, MA, April 25-26, 2017.

• • Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Derya H. Cansever, Mitesh P. Patel, and Bart F. Panettieri, "Analytical framework for MANET learning and routing," in Proc. IEEE Military Communications Conference (MILCOM), pp. 108-113, Baltimore, MD, November 1-3, 2016.

  • Yalin E. Sagduyu, Yi Shi, Satya Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley, Clif Banner, and Greg Heinen, "Optimal orbit selection and design for airborne relay communications," in Proc. IEEE Military Communications Conference (MILCOM), pp. 1161-1166, Baltimore, MD, November 1-3, 2016.

  • Yi Shi and Yalin E. Sagduyu, "Spectrum learning and access for cognitive satellite communications under jamming," in Proc. IEEE Communications and Network Security (CNS) Workshop on Cognitive Radio and Electromagnetic Spectrum Security (CRESS), pp. 472-479, Philadelphia, PA, October 19, 2016.

  • Lei Shi, Yi Shi, Zhenchun Wei, Guoxiang Zhou, and Xu Ding, "The power control strategy for minelocomotive wireless network based on successive interference cancellation," in Proc. International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp. 207-218, Bozeman, MT, August 8-10, 2016.

  • Huacheng Zeng, Xu Yuan, Xiaoqi Qin, Yi Shi, Y. Thomas Hou, and Wenjing Lou, "Nullification in the air: Interference neutralization in multi-hop wireless networks," in Proc. IEEE Conference on Computer Communications (INFOCOM), 9 pages, San Francisco, CA, April 10-15, 2016.

  • Zhuo Lu, Yalin E. Sagduyu, and Yi Shi, "Friendships in the air: Integrating social links into wireless network modeling, routing, and analysis," in Proc. IEEE INFOCOM Workshop on Network Science for Communication Networks (NetSciCom), pp. 322-327, San Francisco, CA, April 11, 2016.

  • Yalin E. Sagduyu, Yi Shi, Allen B. MacKenzie, and Y. Thomas Hou, "Regret minimization-based robust game theoretic solution for dynamic spectrum access," in Proc. IEEE Consumer Communications and Networking Conference (CCNC), pp. 200-205, Las Vegas, NV, January 8-11, 2016.

• • Yalin E. Sagduyu, Yi Shi, Satya P. Ponnaluri, Sohraab Soltani, Jason H. Li, and Rob Riley, "Optimal transmission decisions for airborne relay communications," in Proc. IEEE Military Communications Conference (MILCOM), pp. 1706-1711, Tampa, FL, October 26-28, 2015.

  • Satya P. Ponnaluri, Sohraab Soltani, Yi Shi, and Yalin E. Sagduyu, "Spectrum efficient communications with multiuser MIMO, multiuser detection and interference alignment," in Proc. IEEE Military Communications Conference (MILCOM), pp. 1494-1499, Tampa, FL, October 26-28, 2015.

  • Sohraab Soltani, Yalin E. Sagduyu, Yi Shi, Jason H. Li, Jared Feldman, and John Matyjas, "Distributed cognitive radio network architecture, SDR implementation and emulation testbed," in Proc. IEEE Military Communications Conference (MILCOM), pp. 444-449, Tampa, FL, October 26-28, 2015.

  • Brian Jalaeian, Yi Shi, Xu Yuan, Y. Thomas Hou, Wenjing Lou, and Scott F. Midkiff, "Harmonizing SIC and MIMO DoF interference cancellation for efficient network-wide resource allocation," in Proc. IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pp. 316-323, Dallas, TX, October 19-22, 2015.

• • Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff, and Sastry Kompella, "Achieving transparent coexistence in a multi-hop secondary network through distributed computation," in Proc. IEEE International Performance Computing and Communications Conference (IPCCC), 7 pages, Austin, TX, December 5-7, 2014.

  • Huacheng Zeng, Y. Thomas Hou, Yi Shi, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, "Shark-IA: An interference alignment algorithm for multi-hop underwater acoustic networks with large propagation delays," in Proc. ACM International Conference on Underwater Networks & Systems (WUWNet), article 6, Rome, Italy, November 12-14, 2014. (Best Student Paper Award).

  • Yi Shi, Yalin E. Sagduyu, Junshan Zhang, and Jason H. Li, "System design and testbed implementation of adaptive coding optimization in lossy networks," in Proc. IEEE Military Communications Conference (MILCOM), Baltimore, MD, pp. 968-974, October 6-8, 2014.

  • Zhuo Lu, Yalin E. Sagduyu, and Yi Shi, "Socio-technological testbed for evaluation of combined social and communication networks," in Proc. IEEE Military Communications Conference (MILCOM), Baltimore, MD, pp. 989-994, October 6-8, 2014.

  • Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Xu Yuan, Rongbo Zhu, and Jiannong Cao, "Increasing user throughput in cellular networks with interference alignment," in Proc. IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON), Singapore, pp. 346-353, June 30-July 3, 2014.

• • Yalin E. Sagduyu, Yi Shi, Anthony Fanous, and Jason H. Li, "An analytical framework and implementation of wireless network inference and optimization," in Proc. IEEE Global Telecommunications Conference (GLOBECOM), Atlanta, GA, pp. 4841-4846, December 9-13, 2013.

  • Kartavya Neema, Yalin E. Sagduyu, and Yi Shi, "Search delay and success in combined social and communication networks," in Proc. IEEE Global Telecommunications Conference (GLOBECOM), Atlanta, GA, pp. 3077-3082, December 9-13, 2013.

  • Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, and Sastry Kompella, "UPS: A united cooperative paradigm for primary and secondary networks," in Proc. IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pp. 78-85, Hangzhou, China, October 14-16, 2013.

  • Xiaoqi Qin, Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, and Scott F. Midkiff, "On throughput maximization in a multi-hop MIMO ad hoc network," in Proc. IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pp. 37-45, Hangzhou, China, October 14-16, 2013.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, Wenjing Lou, and Hanif D. Sherail, "On traveling path and related problems for a mobile station in a rechargeable sensor network," in Proc. ACM MobiHoc, pp. 109-118, Bangalore, India, July 29-August 1, 2013.

  • Xu Yuan, Canming Jiang, Yi Shi, Y. Thomas Hou, Wenjing Lou, and Sastry Kompella, "Beyond interference avoidance: On transparent coexistence for multi-hop secondary CR networks," in Proc. IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON), pp. 398-405, New Orleans, LA, June 24-27, 2013.

  • Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, "On interference alignment for multi-hop MIMO networks," in Proc. IEEE INFOCOM, pp. 1330-1338, Turin, Italy, April 14-19, 2013.

  • Huacheng Zeng, Yi Shi, Y. Thomas Hou, and Wenjing Lou, "An efficient DoF scheduling algorithm for multi-hop MIMO networks," in Proc. IEEE INFOCOM, pp. 1546-1554, Turin, Italy, April 14-19, 2013.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherail, and Scott F. Midkiff, "Bundling mobile base station and wireless energy transfer: Modeling and optimization," in Proc. IEEE INFOCOM, pp. 1636-1644, Turin, Italy, April 14-19, 2013.

• • Yi Shi, Yalin E. Sagduyu, and Jason H. Li, "Low complexity multi-layer optimization for multi-hop wireless networks," in Proc. IEEE Military Communications Conference (MILCOM), 6 pages, Orlando, FL, October 29-November 1, 2012.

  • Liguang Xie, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherail, and Scott F. Midkiff, "On renewable sensor networks with wireless energy transfer: The multi-node case," in Proc. IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON), pp. 10-18, Seoul, Korea, June 18-21, 2012.

  • Canming Jiang, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, "Toward simple criteria to establish capacity scaling laws for wireless networks," in Proc. IEEE INFOCOM, pp. 774-782, Orlando, FL, March 25-30, 2012.

  • Canming Jiang, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, and Scott F. Midkiff, "Squeezing the most out of interference: An optimization framework for joint interference exploitation and avoidance," in Proc. IEEE INFOCOM, pp. 424-432, Orlando, FL, March 25-30, 2012.

  • Canming Jiang, Yi Shi, Y. Thomas Hou, and Wenjing Lou, "Cherish every joule: Maximizing throughput with an eye on network-wide energy consumption," in Proc. IEEE INFOCOM, pp. 1934-1941, Orlando, FL, March 25-30, 2012.

• • Sushant Sharma, Yi Shi, Y. Thomas Hou, Sastry Kompella, and Scott F. Midkiff, "Optimal grouping and matching for network-coded cooperative communications," in Proc. IEEE Military Communications Conference (MILCOM), pp. 722-728, Baltimore, MD, November 7-10, 2011.

  • Yi Shi, Canming Jiang, Y. Thomas Hou, and Sastry Kompella, "On capacity scaling law of cognitive radio ad hoc networks (Invited Paper)," in Proc. IEEE International Conference on Computer Communication Networks (ICCCN), 8 pages, Maui, HI, July 31-August 4, 2011.

  • Sushant Sharma, Yi Shi, Y. Thomas Hou, and Sastry Kompella, "Achievable rate analysis in network-coded cooperative communications with multiple relay nodes," in Proc. IEEE International Conference on Communications (ICC), 5 pages, Kyoto, Japan, June 5-9, 2011.

  • Yi Shi, Jia Liu, Canming Jiang, Cunhao Gao, and Y. Thomas Hou, "An optimal link layer model for multi-hop MIMO networks," in Proc. IEEE INFOCOM, pp. 1916-1924, Shanghai, China, April 10-15, 2011. (The only Best Paper Award Runner-Up).

  • Yi Shi, Liguang Xie, Y. Thomas Hou, and Hanif D. Sherali, "On renewable sensor networks with wireless energy transfer," in Proc. IEEE INFOCOM, pp. 1350-1358, Shanghai, China, April 10-15, 2011. (2023 INFOCOM Test of Time Paper Award).

  • Canming Jiang, Yi Shi, Y. Thomas Hou, and Sastry Kompella, "On optimal throughput-energy curve for multi-hop wireless networks," in Proc. IEEE INFOCOM, pp. 1341-1349, Shanghai, China, April 10-15, 2011.

  • Sushant Sharma, Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Sastry Kompella, "Optimizing network-coded cooperative communications via joint session grouping and relay node selection," in Proc. IEEE INFOCOM, pp. 1898-1906, Shanghai, China, April 10-15, 2011.

• • Sushant Sharma, Yi Shi, Jia Liu, Y. Thomas Hou, and Sastry Kompella, "Is network coding always good for cooperative communications?" in Proc. IEEE INFOCOM, 9 pages, San Diego, CA, March 15-19, 2010.

  • Sushant Sharma, Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Sastry Kompella, "Cooperative communications in multi-hop wireless networks: Joint flow routing and relay node assignment," in Proc. IEEE INFOCOM, 9 pages, San Diego, CA, March 15-19, 2010.

  • Lei Shi, Jiang-Hong Han, Yi Shi, and Zhen-Chun Wei, "Cross-layer optimization for wireless sensor network with multi-packet reception," in Proc. ICST CHINACOM, 5 pages, Beijing, China, August 25-27, 2010.

• • Yi Shi, Y. Thomas Hou, and Sastry Kompella, "How to correctly use the protocol interference model for multi-hop wireless networks," in Proc. ACM MobiHoc, pp. 239-248, New Orleans, LA, May 18-21, 2009.

• • Yi Shi, Sushant Sharma, Y. Thomas Hou, and Sastry Kompella, "Optimal relay assignment for cooperative communications," in Proc. ACM MobiHoc, pp. 3-12, Hong Kong SAR, China, May 26-30, 2008.

  • Yi Shi and Y. Thomas Hou, "Theoretical results on base station movement problem for sensor network," in Proc. IEEE INFOCOM, pp. 376-384, Phoenix, AZ, April 14-17, 2008. (Best Paper Award).

  • Yi Shi and Y. Thomas Hou, "A distributed optimization algorithm for multi-hop cognitive radio networks," in Proc. IEEE INFOCOM, pp. 1966-1974, Phoenix, AZ, April 14-17, 2008.

  • Yi Shi, Y. Thomas Hou, and Sastry Kompella, "A cross-layer approach to multi-hop networking with cognitive radios," in Proc. IEEE Military Communications Conference (MILCOM), 7 pages, San Diego, CA, November 17-19, 2008.

• • Yi Shi and Y. Thomas Hou, "Optimal power control for multi-hop software defined radio networks," in Proc. IEEE INFOCOM, pp. 1694-1702, Anchorage, AL, May 6-12, 2007.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Optimal spectrum sharing for multi-hop software defined radio networks," in Proc. IEEE INFOCOM, pp. 1-9, Anchorage, AL, May 6-12, 2007.

  • Yi Shi and Y. Thomas Hou, "Network capacity of UWB-based sensor networks," in Proc. IEEE International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine), 7 pages, Vancouver, British Columbia, Canada, August 14-17, 2007.

  • Yi Shi and Y. Thomas Hou, "Approximation algorithm for base station placement in wireless sensor networks," in Proc. IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON), pp. 512-519, San Diego, CA, June 18-21, 2007.

  • Jia Liu, Tae Yoon Park, Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Cross-layer optimization of MIMO-based mesh networks under orthogonal channels," in Proc. IEEE Wireless Communications and Networking Conference (WCNC), pp. 49-54, Hong Kong, China, March 11-15, 2007.

• • Jia Liu, Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Optimization of multiuser MIMO networks with interference," in Proc. IEEE Global Telecommunications Conference (GLOBECOM), 6 pages, San Franscisco, CA, November 27-December 1, 2006.

  • Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Sastry Kompella, "Cross-layer optimization for UWB-based ad hoc networks," in Proc. IEEE Military Communications Conference (MILCOM), 7 pages, Washington, DC, October 23-25, 2006.

  • Yi Shi, Y. Thomas Hou, and Alon Efrat, "Algorithm design for base station placement problems in sensor networks," in Proc. ACM International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine), 11 pages, Waterloo, Ontario, Canada, August 7-9, 2006.

• • Yi Shi, Y. Thomas Hou, Hanif D. Sherali, and Scott F. Midkiff, "Cross-layer optimization for routing data traffic in UWB-based sensor networks," in Proc. ACM MobiCom, pp. 299-312, Cologne, Germany, August 28-September 2, 2005.

  • Y. Thomas Hou, Yi Shi, Hanif D. Sherali, and Jeffrey E. Wieselthier, "Online lifetime-centric multicast routing for ad hoc networks with directional antennas," in Proc. IEEE INFOCOM, pp. 761-772, Miami, FL, March 13-17, 2005.

  • Y. Thomas Hou, Yi Shi, Jianping Pan, Scott F. Midkiff, and Kazem Sohraby, "Single-beam flow routing for wireless sensor networks," in Proc. IEEE Global Telecommunications Conference (GLOBECOM), pp. 3263-3268, St Louis, MO, November 28-December 2, 2005.

  • Y. Thomas Hou, Yi Shi, Hanif D. Sherali, and Scott F. Midkiff, "Prolonging sensor network lifetime with energy provisioning and relay node placement," in Proc. IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON), pp. 295-304, Santa Clara, CA, September 26-29, 2005.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "On base station selection for anycast flow routing in energy-constrained wireless sensor networks," in Proc. IEEE International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine), 9 pages, Orlando, FL, August 22-24, 2005.

  • Y. Thomas Hou, Yi Shi, Jeffrey H. Reed, and Kazem Sohraby, "Flow routing for variable bit rate source nodes in energy-constrained wireless sensor networks," in Proc. IEEE International Conference on Communications (ICC), pp. 3057-3062, Seoul, Korea, May 16-20, 2005.

• • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "Rate allocation in wireless sensor networks with network lifetime requirement," in Proc. ACM MobiHoc, pp. 67-77, Roppongi Hills, Tokyo, Japan, May 24-26, 2004.

  • Y. Thomas Hou, Yi Shi, Jianping Pan, and Scott F. Midkiff, "Lifetime-optimal data routing in wireless sensor networks without flow splitting," in Workshop on Broadband Advanced Sensor Networks (held in conjunction with Broadnets 2004), 10 pages, San Jose, CA, October 25, 2004.

  • Y. Thomas Hou, Yi Shi, and Hanif D. Sherali, "On lexicographic max-min node lifetime for wireless sensor networks," in Proc. IEEE International Conference on Communications (ICC), pp. 3790-3796, Paris, France, June 20-24, 2004.

• • Jianping Pan, Y. Thomas Hou, Lin Cai, Yi Shi, and Sherman X. Shen, "Topology control for wireless sensor networks," in Proc. ACM MobiCom, pp. 286-299, San Diego, CA, September 14-19, 2003.

  • Y. Thomas Hou, Yi Shi, and Jianping Pan, "A lifetime-aware single-session flow routing algorithm for energy-constrained wireless sensor networks," in Proc. IEEE Military Communications Conference (MILCOM), pp. 603-608, Boston, MA, October 13-16, 2003.

  • Y. Thomas Hou, Yi Shi, Jianping Pan, and Scott F. Midkiff, "Optimal single-session flow routing for wireless sensor networks," in Proc. IEEE Vehicular Technology Conference (VTC), pp. 2855-2859, Orlando, FL, October 6-9, 2003.

  • Jianping Pan, Lin Cai, Y. Thomas Hou, Yi Shi, and Sherman X. Shen, "Locating base-stations for video sensor networks," in Proc. IEEE Vehicular Technology Conference (VTC), pp. 3000-3004, Orlando, FL, October 6-9, 2003.

  • Y. Shi and D. Feng, "The design and analysis of a new group of (tj; t; n) threshold group-signature scheme," in Proceedings of ChinaCrypto, Wuhan, Hubei, China, May 2000.

Last updated: April 24, 2023