News
06/18/2024, Our work on "Communication Efficient Federated Learning with Differentiated Aggregation" is accepted by WANT@ICML 2024.
05/17/2024, Our work on "Early-Exit meets Model-Distributed Inference at Edge Networks” is accepted by IEEE LANMAN, July, 2024.
04/18, 2024, We presented our work on "Efficient Coded Multi-Party Computation at Edge Networks” in IEEE ICASSP as an SPS Journal Presentation, Seoul, South Korea, April 2024.
01/06/2024, Our work on "DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates," is accepted by IEEE Transactions on Machine Learning in Communications and Networking.
10/04/2023, Our work on "Efficient Coded Multi-Party Computation at Edge Networks," is accepted by IEEE Transactions on Information Forensics & Security (T-IFS).
09/26/2023, Elahe Vedadi defended her Ph.D. thesis. Congratulations!
09/25/2023, Pengzhen Li defended his Ph.D. thesis. Congratulations!
We are organizing the "Intelligent Edge Computing for Data-Rich Applications (iEdge)” Workshop co-located with IFIP Performance 2023 with Yasaman Keshtkarjahromi from Seagate Tech. Please submit your papers.
We are organizing an IEEE MILCOM 2023 Workshop on Distributed AI/ML at the Resource-Constrained Edge (EdgeML) with Matt Dwyer from ARL, Erdem Koyuncu from UIC, and Salim El Rouyheb from Rutgers Univ. Please submit your papers.
06/19/2023, Our work on "Fast and Communication Efficient Decentralized Learning with Local Updates," is accepted by FL-ICML 2023.
05/24/2023, Our work on “Random Walking Snakes for Decentralized Learning at Edge Networks,” is accepted by IEEE LANMAN 2023.
05/17/2023, Our work on “Adaptive and Resilient Model-Distributed Inference in Edge Computing Systems,” is accepted by IEEE Open Journal of the Communications Society.
04/17/2023, Our work on “Model Distributed Inference in Multi-Source Edge Networks,” is accepted by IEEE ICASSP’23 Satellite Workshop: Timely and Private Machine Learning over Networks.
02/13/2023, Our work on “Efficient Coded Multi-Party Computation at Edge Networks,” is presented in the IEEE Information Theory and Applications (ITA) Workshop.
12/02/2022, Our work on “Coded Privacy-Preserving Computation at Edge Networks,” is presented in the 2022 Chicago Workshop on Coding and Learning.
08/05/2022, Our work on “REDIT: Resilient Distributed Text-to-Speech at Edge Networks,” is accepted by IEEE Globecom, 2022.
06/22/2022, Our work on “Coded Privacy-Preserving Computation at Edge Networks,” is presented in the 2022 Munich Workshop on Coding and Cryptography (MWCC).
05/03/2022, Our paper on “PolyDot Coded Privacy Preserving Multi-Party Computation at the Edge,” is accepted by IEEE SPAWC, 2022.
04/29/202, Our paper on “Resilient Communication for Dynamic First Responder Teams in Disaster Management,” is accepted by IEEE Communications Magazine.
04/22/2022, Our paper on “Adaptive Gap Entangled Polynomial Coding for Multi-Party Computation at the Edge,” is accepted by IEEE ISIT, 2022.
08/16/2021, Our paper on “Adaptive and Heterogeneity-Aware Coded Cooperative Computation at the Edge,” is accepted by IEEE Transactions on Mobile Computing.
07/02/2021, Our paper on “Coded Privacy-Preserving Computation at Edge Networks,” is accepted by ICML 2021 Workshop on Information Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning.
06/06/2021, Our paper on “Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices,” is accepted by LANMAN, 2021.
04/30/2021, Two papers are accepted by IEEE ISIT 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.
04/23/2021, Our paper on “Resilient Communication for First Responders in Disaster Management,” is accepted by ISCRAM, 2021.
04/17/2021, Our paper on “Secure Coded Computation for Efficient Distributed Learning in Mobile IoT,” is accepted by IEEE SECON, 2021.
01/29/2021, Our paper on “ResPipe: Resilient Model-Distributed DNN Training at Edge Networks,” is accepted by IEEE ICASSP, 2021.
11/19/2020, Our paper on “PRAC: Private and Rateless Adaptive Coded Computation at the Edge” is accepted by EURASIP Journal on Wireless Communications and Networking.
08/16/2020, Our paper on “Optimal Network Coding Policy for Joint Cellular and Intermittently Connected D2D Networking” is accepted by IEEE GLOBECOM, 2020.
07/24/2020, Our paper on “Legilimens: An Agile Transport for Background Traffic in Cellular Networks” is accepted by IEEE ICNP, 2020. (The acceptance rate is less than 17%.)
02/20/2020, H. Seferoglu receives the NSF Career Award.
01/24/2020, Our paper on “Robust and Computationally-Efficient Anomaly Detection Using Powers-of-Two Networks” is accepted by IEEE ICASSP, 2020.
10/16/2019, Yuxuan successfully defended his Ph.D. thesis!
07/23/2019, Our collaboration with ARL and Rutgers University is featured in ARL Central Newsletter, Issue 3, 2019.
07/19/2019, Our paper “Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks” is accepted by IEEE Globecom, 2019.
07/09/2019, Shanyu successfully defended his Ph.D. thesis!
06/14/2019, Our paper “On The Stability Region of the Layered Packet Erasure Broadcast Channel with Output Feedback” is accepted by IEEE ITW, 2019.
06/01/2019, See our video on Coded Computation for Internet of Things (IoT).
05/02/2019, Our paper “Managing Background Traffic in Cellular Networks,” is accepted by IEEE LANMAN, 2019.
12/22/18, H. Seferoglu serves as a co-chair of IEEE ICNP 2019. UIC will host ICNP on October 7-10, 2019.
12/10/18, Our paper “PRAC: Private and Rateless Adaptive Coded Computation at the Edge,” is accepted by SPIE Defense + Commercial Sensing, 2019.
10/19/18, Our paper “Deployment and Trajectory Optimization of UAVs: A Quantization Theory Approach,” is accepted by IEEE Transactions on Wireless Communications, 2018.
07/12/18, Our paper “Dynamic Heterogeneity-Aware Coded Cooperative Computation at the Edge,” is accepted by IEEE ICNP, 2018. (Acceptance rate is less than 18%.)
05/04/18, Two papers are accepted to LANMAN 2018.
— Y. Sing, 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.
03/03/18, Our paper “On Erasure Broadcast Channels with Hard Deadlines,” is accepted by IEEE ICC 2018 Workshop - 5G TACNET, 2018.
02/03/18, H. Seferoglu serves as a travel grant chair of ICNP 2018.
01/08/18, Our paper on “Scheduling on the Gaussian Broadcast Channel with Hard Deadlines,” is accepted by IEEE ICC, 2018.
12/13/17, Our paper on “Deployment and Trajectory Optimization for UAVs: A Quantization Theory Approach,” is accepted by IEEE WCNC, 2018.
11/27/17, Our paper on “Device-to-Device Networking Meets Cellular via Network Coding,” is accepted by IEEE/ACM Transactions on Networking.
07/26/17, H. Seferoglu starts serving as an associate editor of IEEE/ACM Transactions on Networking.
07/25/17, Our paper on “AACT: Application-Aware Cooperative Time Allocation for Internet of Things,” is accepted by IEEE GLOBECOM, 2017.
06/12/17, H. Seferoglu gave an invited online talk to KTH on “Cooperative Networking of Mobile Devices for Energy, Computation, and Throughput Efficiency”.
05/09/17, Y. Keshtkarjahromi defends her Ph.D. thesis on “Design and Optimization of Cooperative Wireless Networks”.
05/05/17, H. Seferoglu gave an invited online talk to Trento University on “Cooperative Networking of Mobile Devices for Energy, Computation, and Throughput Efficiency”.
02/16/17, Our paper on “Device-Aware Routing and Scheduling in Multi-Hop Device-to-Device Networks,” is presented in IEEE ITA Workshop, 2017.
10/07/16, Our paper on “D2D Meets Cellular Using Network Coding,” is accepted by CoNext Student Workshop, 2016.
09/16/16, Our paper on “Content-Aware Network Coding over Device-to-Device Networks,” is accepted for publication in IEEE Transactions on Mobile Computing, 2016.
07/25/16, Our paper on “Connectivity-Aware Traffic Phase Scheduling for Heterogeneously Connected Vehicles,” is accepted for publication in ACM CarSys Workshop of MobiCom, 2016.
05/20/16, Presented an invited seminar on “Device-to-Device Networking: Computation, Energy, and Bandwidth” at Ruhr-University Bochum.
04/22/16, Presented an invited seminar on “Device-to-Device Networking: Computation, Energy, and Bandwidth” at Northwestern University.
03/25/16, Organizing the student workshop of CoNext 2016 as a co-chair.
03/03/16, Our paper on “Energy-Aware Cooperative Computation in Mobile Devices,” is accepted for publication in IFIP Networking, 2016. http://arxiv.org/pdf/1602.04400v1.pdf
12/11/15, Invited talk at ITA Workshop on “Blocking Avoidance: From Wireless Networks to Transportation Systems”, in San Diego, CA, Feb. 2016.
12/04/15, Ajita has successfully defended her M.S. thesis on “Energy-Aware Computation in Mobile Devices”.
12/04/15, Yasaman has received UIC’s Provost’s Award for Graduate Research for her project on “Design and Optimization of Cooperative Wireless Networks”.
10/24/15, Our paper on “MicroCast: Cooperative Video Streaming using Cellular and Local Connections” is accepted for publication in IEEE/ACM Transactions on Networking, 2015. http://arxiv.org/pdf/1405.3622v1.pdf
08/27/15, Our paper on “TCP-Aware Backpressure Routing and Scheduling” is accepted for publication in IEEE Transactions on Mobile Computing, 2015. http://arxiv.org/pdf/1308.0625v1.pdf
08/07/15, Our paper on “Blocking Avoidance in Transportation Systems” will appear in Allerton, 2015. http://arxiv.org/pdf/1508.06173v1.pdf
07/16/15, Our paper on “Network Coding for Cooperative Mobile Devices with Multiple Interfaces” will appear in Milcom, 2015. http://arxiv.org/pdf/1503.02266.pdf
04/20/15, Our paper on “Separation of Routing and Scheduling in Backpressure-Based Wireless Networks” is accepted for publication in IEEEACM Transactions on Networking. arXiv:cs.NI:1209.4372/
02/16/15, Invited talk at Communication Theory Workshop (CTW) on “Network Coding for Cooperative Mobile Devices with Multiple Interfaces”, in Orange County, CA, May 2015.
11/13/14, Invited talk at ITA Workshop on "Device-Centric Cooperation in Mobile Networks”, in San Diego, CA, Feb. 2015.
20/09/14, Our work on “Content-Aware Instantly Decodable Network Coding over Wireless Networks” will appear in ICNC 2015. Arxiv link; http://arxiv.org/pdf/1407.1497v3.pdf.
17/08/14, Our work on “Content-Aware Instantly Decodable Network Coding over Wireless Networks” received the best poster award in N2Women Workshop. Arxiv link; http://arxiv.org/pdf/1407.1497v3.pdf.
1/08/14, Our paper on “Device-Centric Cooperation in Mobile Networks” will appear in CloudNet 2014.
21/02/14, Talk at Illinois Institute of Technology, Chicago, IL
14/02/14, Invited talk at ITA Workshop in San Diego, CA
16/11/13, Joined UIC!