2024

• P. Gholami, H. Seferoglu, "Communication Efficient Federated Learning with Differentiated Aggregation" in WANT@ICML, Vienna, Austria, July 2024. 

• M. Colocrese, E. Koyuncu, H. Seferoglu, “Early-Exit meets Model-Distributed Inference at Edge Networks,” in IEEE LANMAN, Boston, MA, July 2024. 

• P. Gholami, H. Seferoglu, "DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates," in IEEE Transactions on Machine Learning in Communications and Networking (TMLCN), Jan. 2024.

2023

• E. Vedadi, Y. Keshtkarjahromi, H. Seferoglu, "Efficient Coded Multi-Party Computation at Edge Networks," in IEEE Transactions on Information Forensics & Security (T-IFS), Oct. 2023. 

• P. Gholami, H. Seferoglu, “Fast and Communication Efficient Decentralized Learning with Local Updates,” in ICML Workshop on Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities, July 2023.

• A. Ardic, H. Seferoglu, S. El Rouayheb, E. Koyuncu, “Random Walking Snakes for Decentralized Learning at Edge Networks,” in IEEE LANMAN, London, UK, July 2023.
  
  

• P. Li, E. Koyuncu, H. Seferoglu, “Adaptive and Resilient Model-Distributed Inference in Edge Computing Systems,” in IEEE Open Journal of the Communications Society, 2023.
  
  

• P. Li, H. Seferoglu, E. Koyuncu, “Model-Distributed Inference in Multi-Source Edge Networks,” ICASSP’23 Satellite Workshop: Timely and Private Machine Learning over Networks, Rhodes, Greece, June 2023.
  
  

2022

• Sen Lin et al., “Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks,” vision paper in the 8th IEEE International Conference on Collaboration and Internet Computing (CIC), Virtual, Dec. 2022.
  
  

• T. Li, H. Seferoglu, E. Koyuncu, “REDIT: Resilient Distributed Text-to-Speech at Edge Networks,” in IEEE Globecom, Rio de Janeiro, Brazil (Hybrid), Dec. 2022.
  
  

• E. Vedadi, Y. Keshtkarjahromi, H. Seferoglu, “PolyDot-Coded Privacy Preserving Multi-Party Computation at the Edge," in IEEE SPAWC, Oulu, Finland, July 2022.
  
  

• E. Vedadi, Y. Keshtkarjahromi, H. Seferoglu, “Adaptive Gap Entangled Polynomial Coding for Multi-Party Computation at the Edge," in IEEE ISIT, Espoo, Finland, June 2022.
  
  

• K. K. Ramakrishnan, M. Yuksel, H. Seferoglu, J. Chen, R. Blalock, “Resilient Communication for Dynamic First Responder Teams in Disaster Management,” accepted in IEEE Communications Magazine, April 2022.
  
  

2021

• Y. Keshtkarjahromi, Y. Xing, H. Seferoglu, “Adaptive and Heterogeneity-Aware Coded Cooperative Computation at the Edge,” in IEEE Transactions on Mobile Computing, Aug. 2021.
  
  

• E. Vedadi, Y. Keshtkarjahromi, H. Seferoglu, “Coded Privacy-Preserving Computation at Edge Networks," in ICML 2021 Workshop on Information Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning, July 2021.
  
  

• P. Li, H. Seferoglu, V. Dasari, E. Koyuncu, “Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices,” in IEEE LANMAN, July 2021.
  
  

• E. Vedadi, H. Seferoglu, “Adaptive Coding for Matrix Multiplication at Edge Networks,” in IEEE ISIT, Virtual, July 2021.
  
  

• J. Denis, H. Seferoglu, “Efficient network coding scheme for disjoint clusters of D2D networks and cellular communications,” in IEEE ISIT, Virtual, July 2021.
  
  

• K. K. Ramakrishnan, Murat Yuksel, Hulya Seferoglu, Jiachen Chen and Roger A. Blalock, “Resilient Communication for First Responders in Disaster Management,” in ISCRAM, Virtual, May 2021.
  
  

• Y. Yang, R. G.L. D’Oliveira, S. El Rouayheb, X. Yang, H. Seferoglu, Y. Chen, “Secure Coded Computation for Efficient Distributed Learning in Mobile IoT,” in IEEE SECON, Virtual, July 2021.
  
  

• P. Li, E. Koyuncu, H. Seferoglu, “ResPipe: Resilient Model-Distributed DNN Training at Edge Networks,” in IEEE ICASSP, Toronto, Canada, (Virtual), June 2021.
  
  

2020

• R. Bitar, Y. Keshtkarjahromi, V. Dasari, S. El Rouayheb, H. Seferoglu, “PRAC: Private and Rateless Adaptive Coded Computation at the Edge,” accepted by EURASIP Journal on Wireless Communications and Networking, Nov. 2020. 
  
  

• J. Denis, H. Seferoglu, ‘‘Optimal Network Coding Policy for Joint Cellular and Intermittently Connected D2D Networking,’’ in IEEE GLOBECOM, Taipei, Taiwan, December 2020.
  
  

• M. S. Chaudhry, S. Zhou, S. Mathew, V. Gopalakrishnan, E. Halepovic, B. Vamanan, H. Seferoglu, “Legilimens: An Agile Transport for Background Traffic in Cellular Networks,”  in IEEE ICNP, Madrid, Spain, October 2020. (Acceptance rate is less than 17%.)
  
  

• U. Muneeb, E. Koyuncu, Y. Keshtkarjahromi, H. Seferoglu, M. F. Erden, A. E. Cetin, “Robust and Computationally-Efficient Anomaly Detection Using Powers-of-Two Networks,” in IEEE ICASSP, (Virtual) Barcelona, Spain, May 2020. 
  
  

2019

• Y. Keshtkarjahromi, R. Bitar, V. Dasari, S. El Rouayheb, and H. Seferoglu, “Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks” in IEEE Globecom, Waikoloa, HI, December 2019. 
  
  

• S. Li, H. Seferoglu, D. Tuninetti, N. Devroye, “On The Stability Region of the Layered Packet Erasure Broadcast Channel with Output Feedback,” in IEEE ITW, Visby, Gotland, Sweden, Aug. 2019.
  
  

• S. Zhou, M. U. Chaudhry, V. Gopalakrishnan, E. Halepovic, B. Vamanan, H. Seferoglu, “Managing Background Traffic in Cellular Networks,” in IEEE LANMAN, Paris, France, July, 2019.
  
  

• R. Bitar, Y. Xing, Y. Keshtkarjahromi, V. Dasari, S. El Rouayheb, and H. Seferoglu, “PRAC: Private and Rateless Adaptive Coded Computation at the Edge,” in SPIE Defense + Commercial Sensing, Baltimore, MD, April 2019. 
  
  

2018

• E. Koyuncu, M. Shabanighazikelayeh, and H. Seferoglu, “Deployment and Trajectory Optimization of UAVs: A Quantization Theory Approach,” in IEEE Transactions on Wireless Communications, Sep. 2018.
  
  

• Y. Keshtkarjahromi, Y. Xing, and H. Seferoglu, “Dynamic Heterogeneity-Aware Coded Cooperative Computation at the Edge,” in IEEE ICNP, Cambridge, UK, Sep. 2018.
  
  

• Y. Xing, H. Seferoglu, “Predictive Edge Computing with Hard Deadlines,” in IEEE LANMAN, Washington, DC, June 2018. 
  
  

• M. Jahanian, Y. Xing, J. Chen, K. K. Ramakrishnan, H. Seferoglu, M. Yuksel, “The Evolving Nature of Disaster Management in the Internet and Social Media Era,” in IEEE LANMAN, Washington, DC, June 2018. 
  
  

• Z. Ovaisi, N. Devroye, H. Seferoglu, B. Smida, D. Tuninetti, “On Erasure Broadcast Channels with Hard Deadlines,” in IEEE ICC Workshop - 5G TACNET, Kansas City, MO, May 2018.
  
  

• D. Tuninetti, B. Smida, N. Devroye and H. Seferoglu, “Scheduling on the Gaussian Broadcast Channel with Hard Deadlines,” in IEEE ICC, Kansas City, MO, May 2018.
  
  

• E. Koyuncu, R. Khodabakhsh, N. Surya, and H. Seferoglu, “Deployment and Trajectory Optimization for UAVs: A Quantization Theory Approach,” in IEEE WCNC, Barcelona, Spain, April 2018.
  
  

2017 

• Y. Keshtkarjahromi, H. Seferoglu, R. Ansari, A. Khokhar, “Device-to-Device Networking Meets Cellular via Network Coding,” accepted for publication, IEEE Trans. on Networking, 2017.
  
  

• R. Khodabakhsh, H. Seferoglu, “AACT: Application-Aware Cooperative Time Allocation for Internet of Things,” in IEEE GLOBECOM, Singapore, Dec. 2017.
  
  

• Y. Xing, H. Seferoglu, “Device-Aware Routing and Scheduling in Device-to-Device Networks,” in IEEE ITA Workshop, San Diego, CA, Feb. 2017.
  
  

2016 

• Y. Keshtkarjahromi, H. Seferoglu, R. Ansari, A. Khokhar, “D2D Meets Cellular Using Network Coding,” in ACM CoNext Student Workshop, Irvine, CA, Dec. 2016.
  
  

• Y. Keshtkarjahromi, H. Seferoglu, R. Ansari, A. Khokhar, “Content-Aware Network Coding over Device-to-Device Networks,” accepted for publication, IEEE Trans. on Mobile Computing, 2016.
  
  

• S. Zhou, H. Seferoglu, “Connectivity-Aware Traffic Phase Scheduling for Heterogeneously Connected Vehicles,” in Proc. of ACM CarSys Workshop of MobiCom, New York, NY, Oct. 2016.
  
  

• A. Singh, Y. Xing, H. Seferoglu, “Energy-Aware Cooperative Computation in Mobile Devices,” in Proc. of IFIP Networking, Vienna, Austria, May 2016.
  
  

• S. Zhou, H. Seferoglu, E. Koyuncu, “Blocking Avoidance in Wireless Networks,” in Proc. of IEEE ITA, San Diego, CA, Feb. 2016.
  
  

2015

• S. Zhou, H. Seferoglu, “Blocking Avoidance in Transportation Systems,” in Proc. of IEEE Allerton, Urbana, IL, Sep. 2015. http://arxiv.org/pdf/1508.06173v1.pdf
  
  

• Y. Keshtkarjahromi, H. Seferoglu, R. Ansari, A. Khokhar, “Network Coding for Cooperative Mobile Devices with Multiple Interfaces,” in Proc. of IEEE Milcom, Tampa, FL, Oct. 2015. http://arxiv.org/pdf/1503.02266.pdf.
  
  

• Y. Keshtkarjahromi, H. Seferoglu, R. Ansari, A. Khokhar, “Content-Aware Instantly Decodable Network Coding over Wireless Networks,” in Proc. of IEEE ICNC, Anaheim, CA, Feb. 2015. Received the best poster award in N2Women Workshop, 2014.http://arxiv.org/pdf/1407.1497v3.pdf
  
  

• L. Keller, A. Le, H. Seferoglu, B. Cici, C. Fragouli, A. Markopoulou, “MicroCast: Cooperative Video Streaming using Cellular and Local Connections,” accepted for publication, IEEE/ACM Trans. on Networking, 2015. arXiv:cs.NI:1405.3622v1.
  
  

• H. Seferoglu, E. Modiano, “TCP-Aware Backpressure Routing and Scheduling,” accepted for publication, IEEE Trans. on Mobile Computing, 2015. arXiv:cs.NI:1308.0625.
  
  

• H. Seferoglu, E. Modiano, “Diff-Max: Separation of Routing and Scheduling in Backpressure-Based Wireless Networks”, accepted for publication, IEEE/ACM Trans. on Networking, 2015. arXiv:cs.NI:1209.4372.
  
  

2014

• H. Seferoglu, Y. Xing, “Device-Centric Cooperation in Mobile Networks,” in Proc. of IEEE CloudNet, Luxembourg, Oct. 2014.
  
  

• H. Seferoglu, E. Modiano, “TCP-Aware Backpressure Routing and Scheduling,” in Proc. of IEEE ITA Workshop, San Diego, CA, Feb. 2014. (invited paper)
  
  

• H. Seferoglu, A. Markopoulou, “Network Coding-Aware Queue Management for TCP Flows over Coded Wireless Networks,” in IEEE/ACM Transactions on Networking, vol. 22(4), pp. 1297-1310, August 2014.
  
  

By 2013

• C. Meng, A. Markopoulou, H. Seferoglu, K. W. Shum, C. Chang, “Multicast Packing for Coding across Multiple Unicasts,” in Proc. of IEEE NetCod, Alberta, Canada, June 2013.
  
  

• H. Seferoglu, E. Modiano, “Diff-Max: Separation of Routing and Scheduling in Backpressure-Based Wireless Networks,” in Proc. of IEEE Infocom, Turin, Italy, April, 2013.
  
  

• L. Keller, A. Le, B. Cici, H. Seferoglu, C. Fragouli, A. Markopoulou, “MicroCast: Cooperative Video Streaming on Smartphones,” in Proc. of ACM MobiSys, Low Wood Bay, Lake District, UK, June 2012. Finalist for the Best Paper Award (5 out of 32).  Won the first place in the general category of the AMASE competition.
  
  

• H. Seferoglu, L. Keller, B. Cici, A. Le, A. Markopoulou, “Cooperative Video Streaming on Smartphones,” in Proc. of Allerton, 2011. (invited paper) Extended version
  
  

• H. Seferoglu, A. Markopoulou, M. Medard, “NCAPQ: Network Coding-Aware Priority Queuing for UDP Flows over COPE,” in Proc. of IEEE NetCod, Beijing, China, July 2011.
  
  

• H. Seferoglu, A. Markopoulou, K. K. Ramakrishnan, “I2NC: Intra- and Inter-Session Network Coding for Unicast Flows in Wireless Networks,” in Proc. of IEEE Infocom, Shanghai, China, April 2011. Slides.  Media coverage: related News Article at AT&T Labs-Research.
  
  

• H. Seferoglu, A. Markopoulou, “Network Coding-Aware Queue Management for Unicast Flows over Coded Wireless Networks,” in Proc. of IEEE NetCod, Toronto, Canada, June 2010.
  
  

• H. Seferoglu, A. Markopoulou, “Delay-Optimized Network Coding for Video Streaming over Wireless Networks,” in Proc. of IEEE ICC, South Africa, May 2010.
  
  

• H. Seferoglu, A. Markopoulou, U. C. Kozat, M. R. Civanlar, J. Kempf, “Dynamic FEC Algorithms for TFRC Flows,” in IEEE Transactions on Multimedia, vol. 12(8), pp. 869-885, Dec. 2010.
  
  

• H. Seferoglu, A. Markopoulou, U. C. Kozat, “Network Coding-Aware Rate Control and Scheduling in Wireless Networks,” in Proc. of IEEE ICME, New York, June 2009.
  
  

• H. Seferoglu, A. Markopoulou, “Distributed Rate Control for Video Streaming over Wireless Networks with Intersession Network Coding,” in Proc. of IEEE Packet Video, Seattle, May 2009.
  
  

• H. Seferoglu, U. C. Kozat, M. R. Civanlar, J. Kempf, “Congestion State-Based Dynamic FEC Algorithm for Media Friendly Transport Layer,” in Proc. of IEEE Packet Video, Seattle, May 2009.
  
  

• H. Seferoglu, A. Markopoulou, “Video-Aware Opportunistic Network Coding over Wireless Networks,” in IEEE JSAC, Special Issue on Network Coding for Wireless Communication Networks, vol. 27(5), June 2009.
  
  

• H. Seferoglu, A. Lakshmikantha, A. Ganesh, P. Key, “Dynamic Decentralized Multi-Channel MAC Protocols,” in Proc. of ITA Workshop, UCSD, Jan. 2008. (invited paper)
  
  

• H. Seferoglu, A. Markopoulou, “Opportunistic Network Coding for Video Streaming over Wireless,” in Proc. of IEEE Packet Video, Lausanne, Switzerland, Nov. 2007.
  
  

• H. Seferoglu, O. Gurbuz, O. Ercetin, Y. Altunbasak, “Rate-Distortion Based Real-Time Wireless Video Streaming,” in Elsevier Signal Processing: Image Communication, vol. 22(6), pp. 529-542, July 2007.
  
  

• H. Seferoglu, O. Gurbuz, O. Ercetin, Y. Altunbasak, “Video Streaming to Multiple Clients over Wireless Local Area Networks,” in Proc. of IEEE ICIP, Oct. 2006.
  
  

• H. Seferoglu, Y. Altunbasak, O. Gurbuz and O. Ercetin, “Rate Distortion Optimized Joint ARQ-FEC for Real-Time Wireless Multimedia,” in Proc. of IEEE ICC, May 2005.
  
  

Posters/Demos/Short Papers/Misc:

• J. Chen, Y. Xing, K.K. Ramakrishnan, M. Jahanian, H. Seferoglu, and M. Yuksel, “ReDiCom: Resilient Communication for First Responders in Disaster Management,” Demo Presentation in IEEE International Conference on Network Protocols (ICNP), Chicago, IL, Oct. 2019.
  
  

• M. Jahanian, Y. Xing, J. Chen, KK Ramakrishnan, H. Seferoglu, H. Seferoglu, and M. Yuksel, “The Evolving Nature of Disaster Management in the Internet and Social Media Era,” Demo and Poster Presentation in IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), Washington D.C., July 2018. (Received the Best Demo Award)
  
  

• E. Koyuncu, M. Shabanighazikelayeh, H. Seferoglu, “Deployment and Trajectory Optimization of UAVs: A Quantization Theory Approach,” Poster Presentation in IEEE Communication Theory Workshop (CTW), Miramar Beach, FL, May 2018.
  
  

• Y. Keshtkarjahromi, H. Seferoglu, R. Ansari, A. Khokhar, “Content-Aware Instantly Decodable Network Coding over Wireless Networks,” Poster Presentation in N2Women Workshop, Chicago, IL, Augusut, 2014. Received the Best Poster Award.
  
  

• L. Keller, A. Le, B. Cici, H. Seferoglu, C. Fragouli, and A. Markopoulou, “Microcast: Cooperative Video Streaming on Smartphones,” Demo and Poster in ACM Mobisys, Low Wood Bay, Lake District, United Kingdom, June 2012.
  
  

• L. Keller, A. Le, B. Cici, H. Seferoglu, C. Fragouli, and A. Markopoulou, “Microcast: Cooperative Video Streaming on Smartphones,” Demo and Poster in HotMobile, San Diego, CA, Feb. 2012. 
  
  

• L. Keller, A. Le, B. Cici, H. Seferoglu, C. Fragouli, and A. Markopoulou, “Microcast: Cooperative Video Streaming on Smartphones,” Demo and Poster in ITA Workshop, San Diego, CA, Feb. 2012. 
  
  

• H. Seferoglu, “Cross-Layer Optimization of Coded Wireless Networks (poster presentation, see the poster, watch the presentation),” in ITA Workshop, San Diego, CA, Feb. 2011.
  
  

• H. Seferoglu, A. Markopoulou, “Application-Aware Network Coding (poster),” in ITA Workshop, San Diego, CA, Feb. 2010.
  
  

• A. Markopoulou, H. Seferoglu, “Network Coding Meets Multimedia: Opportunities and Challenges,” in IEEE MMTC E-Letter, vol. 4(1), pp. 12-15, Feb. 2009.
  
  

Theses:

• H. Seferoglu, “Cross-Layer Optimization of Coded Wireless Networks,” Ph.D. Thesis, University of California, Irvine, CA, Dec. 2010. Watch its 5-min summary.
  
  

• H. Seferoglu, “Multimedia Streaming over Wireless Channels,” M.S. Thesis, Sabanci University, Istanbul, Aug. 2005. 
  
  

Patents:

• S. Zhou, M. S. Chaudhry, E. Halepovic, V. Gopalakrishnan, B. Vamanan, H. Seferoglu, “Management of Background Data Traffic for 5G or other Next Generation Wireless Network,” U.S. Patent 11,140,086, issued October 5, 2021.
  
  

• M. S. Chaudhry, S. Zhou, S. Mathew, V. Gopalakrishnan, E. Halepovic, B. Vamanan, H. Seferoglu, “Agile Transport for Background Traffic in Cellular Networks,” U.S. Patent 10,848,284, issued November 24, 2020.
  
  

• L. Keller, A. Le, B. Cici, H. Seferoglu, A. Markopoulou, C. Fragouli, “System and method for cooperative data streaming,” US Patent App. 13/841,500.
  
  

• H. Seferoglu, A. Markopoulou, K. K. Ramakrishnan, “Method and Apparatus to Utilize Network Coding in a Wireless Network,” US 2013/0051377 A1.
  
  

• H. Seferoglu, U. C. Kozat, M. R. Civanlar, J. Kempf, “Method and Apparatus for Reliable Media Transport,” US 2010/0058147 A1.