Traffic engineering in large-scale networks with generalizable graph neural networks.
Authors: Zhou, Fangtong, Sihao Liu, Xiaorui Liu, Ruozhou Yu, and Guoliang Xue.
Venue: IEEE Transactions on Networking (2026).
Research Output
Publications
Selected publications from xGI faculty across the initiative's five research areas, including journal articles, conference papers, and books. Filter by research area.
Research Area
Showing 135 publications.
Wormholes in Space: Unveiling Wormhole Attack in Low Earth Orbit Satellite Networks.
Authors: Wang, Xiaojian, Ruozhou Yu, and Dejun Yang.
Venue: In 2026 International Conference on Computing, Networking and Communications (ICNC), pp. 491-497. IEEE, 2026.
Space Booking: Enabling Performance-Critical Applications in Broadband Satellite Networks.
Authors: Wang, Xiaojian, Ruozhou Yu, Dejun Yang, Guoliang Xue, Qiushi Wei, Huayue Gu, and Zhouyu Li.
Venue: In 2025 IEEE 45th International Conference on Distributed Computing Systems (ICDCS), pp. 989-999. IEEE, 2025.
Robust resource provisioning in time-varying edge networks.
Authors: Yu, Ruozhou, Guoliang Xue, Yinxin Wan, Jian Tang, Dejun Yang, and Yusheng Ji.
Venue: In Proceedings of the Twenty-First International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, pp. 21-30. 2020.
HSDRAN: Hierarchical software-defined radio access network for distributed optimization.
Authors: Yu, Ruozhou, Guoliang Xue, Mehdi Bennis, Xianfu Chen, and Zhu Han.
Venue: IEEE Transactions on Vehicular Technology 67, no. 9 (2018): 8623-8636.
ACHEM: A Real-Time Digital Twin Framework with Channel and Radio Emulation.
Authors: A. Gurses, M. L. Sichitiu.
Venue: arXiv preprint arXiv:2604.04742, 2026.
Real-World LoRaWAN Performance and Propagation Modeling Using UAV, Helikite, and Vehicle-Based Measurements.
Authors: S. V. Villar, S. Singh, O. Ozdemir, M. L. Sichitiu, and I. Guvenc.
Venue: In Proc. IEEE Aerospace Conference, Big Sky, MT, Mar. 2026.
Demonstration of an Interactive Search and Rescue Scenario in AERPAW.
Authors: J. Kesler, A. Gürses, O. Özdemir, M. Mushi, M. L. Sichitiu, I. Güvenç, R. Dutta, Vuk Marojevic.
Venue: In Proc. IEEE Military Commun. Conf. (MILCOM), Los Angeles, CA, Oct. 2025.
Digital Twins and Testbeds for Supporting AI Research with Autonomous Vehicle Networks.
Authors: A. Gurses, G. Reddy, S. Masrur, O. Ozdemir, I. Guvenc, M. L. Sichitiu, A. Sahin, A. Alkhateeb, M. Mushi, and R. Dutta.
Venue: IEEE Commun. Mag., 2024.
Air-to-ground channel modeling for UAVs in rural areas.
Authors: A. Gürses, M. L. Sichitiu.
Venue: In Proc. IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 1-6.
Network Digital Untwinning: Towards Backward Optimization of Digital Twins.
Authors: Z. Zhang, D. Chen, A. Gao, M. Wang, M. Chen, M. Fang, X. Yang, and Y. Liu.
Venue: IEEE International Conference on Distributed Computing Systems (ICDCS), 2026.
Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks.
Authors: Z. Li, X. Luo, M. Chen, C. Xu, S. Mao, and Y. Liu.
Venue: IEEE Journal on Selected Areas in Communications (JSAC), 2025.
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks.
Authors: Z. Zhang, Y. Liu, Z. Peng, M. Chen, D. Xu, and S. Cui.
Venue: IEEE Journal on Selected Areas in Communications (JSAC), 2024.
Map-Driven mmWave Link Quality Prediction with Spatial-Temporal Mobility Awareness.
Authors: Z. Li, M. Chen, G. Li, X. Lin, and Y. Liu.
Venue: IEEE Transactions on Mobile Computing (TMC), 2024.
Agentic Open RAN: A Deterministic and Auditable Framework for Intent-Driven Radio Control.
Authors: H. Li, D. Xu, M. Chen, and Y. Liu.
Venue: IEEE International Conference on Communications (ICC), 2026.
UNI-FI: Integrated Multi-Task Wi-Fi Sensing.
Authors: Mengning Li and Wenye Wang.
Venue: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, Tokyo, Japan, 2026, pp. 1-10.
Synergizing Acoustic and Wi-Fi Signals for Device-Free Gesture Recognition.
Authors: Mengning Li and Wenye Wang.
Venue: In IEEE Transactions on Mobile Computing, vol. 24, no. 9, pp. 8167-8179, Sept. 2025.
mSAC: Enhancing Localization with mmWave Sensing and Orthogonal Signals.
Authors: Mengning Li, Haochen Zhu, Wenye Wang, and Eylem Ekici.
Venue: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, London, United Kingdom, 2025, pp. 1-10.
FLuMe: Understanding Differential Spectrum Mobility Features in High Resolution.
Authors: Rui Zou and Wenye Wang.
Venue: In IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 14186-14200, Dec. 2024.
Hybrid Zone: Bridging Acoustic and Wi-Fi for Enhanced Gesture Recognition.
Authors: Mengning Li and Wenye Wang.
Venue: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications, Vancouver, BC, Canada, 2024, pp. 981-990.
Small Cell Networks: Deployment, PHY Techniques, and Resource Management.
Authors: T. Q. S. Quek, G. de la Roche, I. Guvenc, and M. Kountouris (Editors).
Venue: Cambridge University Press, April 2013.
UAV Communications for 5G and Beyond.
Authors: Y. Zeng, I. Guvenc, R. Zhang, G. Geraci, and D. Matolak (Editors).
Venue: IEEE-Wiley, Feb. 2021.
UAV-Based 3D Spectrum Sensing Using Kriging and Matrix Completion: Insights on Altitude, Bandwidth, Trajectory, and Antenna Patterns.
Authors: M. Rahman, S. J. Maeng, I. Guvenc, C. W. Wong, M. L. Sichitiu, J. A. Abrahamson, and A. Bhuyan.
Venue: IEEE Sensors, May 2026.
Reliability of Wi-Fi, LTE, and 5G-Based UAV RC Links in ISM Bands: Uplink Interference Asymmetry Analysis and HARQ Design.
Authors: D. Lee, S. J. Maeng, O. Ozdemir, M. B. Pandian, and I. Guvenc.
Venue: IEEE Open J. Commun. Systems, Aug. 2025.
Energy-Efficient Sleep Mode Optimization in 5G mmWave Networks via Multi-Agent Deep Reinforcement Learning.
Authors: S. Masrur, I. Guvenc, and D. Lopez-Perez.
Venue: IEEE Trans. Green Commun. Netw., Dec. 2025.
O-DSS: An Open Dynamic Spectrum Sharing Framework for Cellular-Radar Coexistence in Mid-band Frequencies.
Authors: Chiejina, A., Muruganandham, D., Chaudhary, V., Chowdhury, K., & Shah, V. K. (2026).
Venue: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications (pp. 1-10)(to appear). Preprint available at arXiv:2601.02571.
Black-Box Evasion Attacks on Data-Driven Open RAN Apps: Tailored Design and Experimental Evaluation.
Authors: Gajjar, P., Khoja, M., Ganiyu, A., Juarez, M., Marina, M. K., Lehane, A., & Shah, V. K. (2025).
Venue: Proceedings of the ACM on Networking, 3(CoNEXT4), 1-26, 2025.
AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components.
Authors: Ganiyu, A., Gajjar, P., & Shah, V. K. (2025).
Venue: In the 18th ACM Conference on Security and Privacy in Wireless and Mobile Networks (pp. 53-64), June 2025.
SenseORAN: O-RAN-Based Radar Detection in the CBRS Band.
Authors: Guillem Reus-Muns, Pratheek S. Upadhyaya, Utku Demir, Nathan Stephenson, Nasim Soltani, Vijay K. Shah, and Kaushik R. Chowdhury.
Venue: IEEE Journal on Selected Areas in Communications, vol. 42, no. 2, pp. 326-338, Feb. 2024.
SPARC: Spatio-Temporal Adaptive Resource Control for Multi-site Spectrum Management in NextG Cellular Networks.
Authors: Ghosh, U., Chiejina, A., Stephenson, N., Shah, V. K., Shakkottai, S., & Bharadia, D. (2024).
Venue: Proceedings of the ACM on Networking, 2(CoNEXT4), 1-18, 2024.
Intelligent Energy Efficiency and Service Reliability Optimization for UAV-Aided Terrestrial Networks.
Authors: D. Ron and J. -R. Lee.
Venue: IEEE Transactions on Green Communications and Networking, 2026.
Time-Dependent Network Topology Optimization for LEO Satellite Constellations.
Authors: D. Ron, F. A. Yusufzai, S. Kwakye, S. Roy, N. Sastry and V. K. Shah.
Venue: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, 2025.
Wireless-Powered Multi-Channel Backscatter Communications Under Jamming: A Cooperative Reinforcement Learning Approach.
Authors: Dara Ron and Kai Zeng.
Venue: WiseML '24.
Deep Reinforcement Learning-Based Active Sensing on a Bicycle for Vehicle Tracking.
Authors: W. Jeon, D. Ron and J. -R. Lee.
Venue: IEEE Transactions on Instrumentation and Measurement, vol. 75, pp. 1-14, 2026.
DNN-Based Dynamic Transmit Power Control for V2V Communication Underlaid Cellular Uplink.
Authors: D. Ron and J. -R. Lee.
Venue: IEEE Transactions on Vehicular Technology, Nov. 2022.
Robustness in Wireless Distributed Learning: An Information-Theoretic Analysis.
Authors: Y. He, G. Yu, and H. Dai.
Venue: IEEE Trans. Communications, vol. 73, no. 11, pp. 11243-11258, Nov. 2025.
Speeding Up Distributed Learning via Sparse and Flexible Coded Computing.
Authors: J. Zhang, X. He, and H. Dai.
Venue: IEEE Trans. Information Theory, vol. 71, no. 4, pp. 3167-3180, Apr. 2025.
Reinforcement Learning-Based Personalized Differentially Private Federated Learning.
Authors: X. Lu, Z. Liu, L. Xiao, and H. Dai.
Venue: IEEE Trans. Information Forensics and Security, vol. 20, pp. 465-477, 2025.
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles.
Authors: M. F. Pervej, R. Jin, and H. Dai.
Venue: IEEE Journal on Selected Areas in Communications, vol. 41, no. 6, pp. 1825-1844, Jun. 2023.
Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks.
Authors: S. Hosseinalipour, S. S. Azam, C. G. Brinton, N. Michelusi, V. Aggarwal, D. J. Love, and H. Dai.
Venue: IEEE Trans. Networking, vol. 30, no. 4, pp. 1569-1584, Aug. 2022.
TeleResilienceBench: Quantifying Resilience for LLM Reasoning in Telecommunications.
Authors: Gajjar, P., Ojo, E., & Shah, V. K.
Venue: arXiv preprint arXiv:2605.09929, 2026.
Advanced AI Service Provisioning in O-RAN through LLM Engine Integration.
Authors: Natanzi, S. B. H., Gajja, P., Tang, B., & Shah, V. K.
Venue: arXiv preprint arXiv:2605.23809, 2026.
TeleEmbedBench: A Multi-Corpus Embedding Benchmark for RAG in Telecommunications.
Authors: Gajjar, P., & Shah, V. K.
Venue: arXiv preprint arXiv:2604.17778, 2026.
Enhancing Confidence Estimation in Telco LLMs via Twin-Pass CoT-Ensembling.
Authors: Saenko, A., Gajjar, P., Ganiyu, A., & Shah, V. K.
Venue: IEEE Vehicular Technology Conference (VTC), 2026 (to appear). Preprint available at arXiv:2604.13271.
Oransight-2.0: Foundational LLMs for O-RAN.
Authors: Gajjar, P., & Shah, V. K.
Venue: IEEE Transactions on Machine Learning in Communications and Networking, 2025.
Generative Artificial Intelligence Models for Emerging Communication Systems: Fundamentals and Challenges.
Authors: Z. Peng, Y. Liu, G. Li, Z. Yang, M. Chen, D. Xu, and X. Lin
Venue: IEEE Communications Magazine (COMMAG), 2025.
Graph Neural Networks for the Optimization of Collaborative Federated Learning Energy Efficiency.
Authors: N. Yang, S. Wang, Y. Liu, C. Brinton, C. Yin, and M. Chen
Venue: IEEE Transactions on Mobile Computing (TMC), 2025.
Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks.
Authors: X. Luo, Z. Li, Z. Peng, M. Chen, and Y. Liu
Venue: IEEE Transactions on Cognitive Communications and Networking (TCCN), 2025.
Synergizing AI and Digital Twins for Next Generation Network Optimization, Forecasting, and Security.
Authors: Z. Zhang, M. Fang, D. Chen, X. Yang, and Y. Liu
Venue: IEEE Wireless Communications (WCM), 2025.
Revolutionizing Wireless Modeling and Simulation with Network-Oriented LLMs.
Authors: J. Liu, Z. Peng, D. Xu, and Y. Liu
Venue: IEEE International Performance Computing and Communications Conference (IPCCC), 2024.
Geometry via Vision Transformer: Learning by Proximal Updates.
Authors: H. Yun, E. Chouzenoux, B. Jiang, J.C. Pesquet, H. Krim
Venue: Submitted to Signal Processing Journal, 2026 (under review).
Volterra Neural Networks: A New Perspective on Learning.
Authors: S. Roheda and H. Krim
Venue: Journal of Machine Learning Research, 2024.
Deep transform and metric learning network: Wedding deep dictionary learning and neural network.
Authors: W. Tang, É. Chouzenoux, J.C. Pesquet, and H. Krim
Venue: Neurocomputing, 509: 244-256, 2022.
Robustness Reprogramming for Representation Learning.
Authors: Z. Hou, M. Torkamani, H. Krim, X. Liu
Venue: International Conference on Learning Representations (ICLR), Singapore, 2025.
Koopcon: A new approach towards smarter and less complex learning.
Authors: V. Jebraeeli, B. Jiang, D. Cansever, H. Krim
Venue: International Conference on Image Processing (ICIP), Abu Dhabi, 2024.
WeGeFT: Weight-Generative Fine-Tuning for Multi-Faceted Efficient Adaptation of Large Models.
Authors: Savadikar, Chinmay and Song, Xi and Wu, Tianfu
Venue: International Conference on Machine Learning (ICML), 2025.
HarmonyGNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning.
Authors: Xue, Rui and Wu, Tianfu
Venue: International Conference on Learning Representations (ICLR), 2026.
CHEEM: Continual Learning by Reuse, New, Adapt and Skip-- A Hierarchical Exploration-Exploitation Approach.
Authors: Savadikar, Chinmay and Dai, Michelle and Wu, Tianfu
Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian.
Authors: Paniagua, Thomas and Savadikar, Chinmay and Wu, Tianfu
Venue: International Conference on Machine Learning (ICML), 2025.
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers.
Authors: Grainger, Ryan and Paniagua, Thomas and Song, Xi and Cuntoor, Naresh and Lee, Mun Wai and Wu, Tianfu
Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
SCALE: Towards collaborative content analysis in social science with large language model agents and human intervention.
Authors: C. Zhao, Z. Tan, C.-W. Wong, X. Zhao, T. Chen, and H. Liu
Venue: Annual Meeting of the Association for Computational Linguistics (ACL), Vienna, Austria, 2025.
Serving multicultural publics: Assessing the role of dialogic communication and cultural tailoring strategies of GenAI chatbots in government OPRs for disasters.
Authors: W. Liu, X. Zhao, Y. Sun, and C.-W. Wong
Venue: 28th International Public Relations Research Conference (IPRRC), Orlando, FL, 2025.
PortLLM: Personalizing evolving large language models with training-free and portable model patches.
Authors: R. M. Shahroz Khan, P. Li, S. Yun, Z. Wang, S. Nirjon, C.-W. Wong, and T. Chen
Venue: International Conference on Learning Representations (ICLR), Singapore, 2025.
NTK-DFL: Enhancing decentralized federated learning in heterogeneous settings via neural tangent kernel.
Authors: G. Thompson, K. Yue, C.-W. Wong, and H. Dai
Venue: International Conference on Machine Learning (ICML), Vancouver, Canada, 2025.
Neural tangent kernel empowered federated learning.
Authors: K. Yue, R. Jin, R. Pilgrim, C.-W. Wong, D. Baron, H. Dai
Venue: International Conference on Machine Learning (ICML), Baltimore, MD, 2022.
Noisy SIGNSGD Is More Differentially Private Than You (Might) Think.
Authors: R. Jin and H. Dai
Venue: International Conference on Machine Learning (ICML), Vancouver, Canada, 2025.
GSBAK: Top-K Geometric Score-based Black-box Attack.
Authors: M. F. Reza, R. Jin, T. Wu, and H. Dai
Venue: International Conference on Learning Representations (ICLR), Singapore, 2025.
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy.
Authors: R. Jin, Z. Su, C. Zhong, Z. Zhang, T. Quek, and H. Dai
Venue: Proceedings of the 37th International Conference on Neural Information Processing Systems (NeurIPS), New Orleans, LA, 2023.
Gradient Obfuscation Gives a False Sense of Security in Federated Learning.
Authors: K. Yue, R. Jin, C. Wong, D. Baron, and H. Dai
Venue: USENIX Security Symposium, Anaheim, CA, 2023.
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions.
Authors: M. Lee, G. Yu, H. Dai, and G. Y. Li
Venue: IEEE Wireless Communications, vol. 29, no. 5, pp. 12-19, 2022.
Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks.
Authors: Sihao Liu, Fangtong Zhou, Xiaorui Liu, Ruozhou Yu, Guoliang Xue
Venue: IEEE Transactions on Networking (ToN), 2026.
Harnessing Trust in Directed Graphs: Redefining Robustness of Graph Learning.
Authors: Zhichao Hou, Xitong Zhang, Wei Wang, Charu Aggarwal, Xiaorui Liu
Venue: ACM Transactions on Knowledge Discovery from Data (TKDD), 2026.
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization.
Authors: Weizhi Gao, Zhichao Hou, Junqi Yin, Feiyi Wang, Linyu Peng, Xiaorui Liu
Venue: International Conference on Machine Learning (ICML), 2025.
Efficient End-to-end Language Model Fine-tuning on Graphs.
Authors: Rui Xue, Xipeng Shen, Ruozhou Yu, Xiaorui Liu
Venue: ACM International Conference on Knowledge Discovery & Data Mining (KDD), 2025.
Robustness Reprogramming for Representation Learning.
Authors: Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu
Venue: International Conference on Learning Representations (ICLR), 2025.
UNI-FI: Integrated Multi-Task Wi-Fi Sensing
Authors: Mengning Li and Wenye Wang
Venue: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, Tokyo, Japan, pp. 1-10, 2026.
Synergizing Acoustic and Wi-Fi Signals for Device-Free Gesture Recognition
Authors: Mengning Li and Wenye Wang
Venue: IEEE Transactions on Mobile Computing, vol. 24, no. 9, pp. 8167-8179, Sept. 2025.
mSAC: Enhancing Localization with mmWave Sensing and Orthogonal Signals
Authors: Mengning Li, Haochen Zhu, Wenye Wang, and Eylem Ekici
Venue: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, London, United Kingdom, pp. 1-10, 2025.
FLuMe: Understanding Differential Spectrum Mobility Features in High Resolution
Authors: Rui Zou and Wenye Wang
Venue: IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 14186-14200, Dec. 2024.
Hybrid Zone: Bridging Acoustic and Wi-Fi for Enhanced Gesture Recognition
Authors: Mengning Li and Wenye Wang
Venue: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications, Vancouver, BC, Canada, pp. 981-990, 2024.
Ultra-Wideband Positioning Systems- Theoretical Limits, Ranging Algorithms, and Protocols
Authors: Z. Sahinoglu, S. Gezici, and I. Guvenc
Venue: Cambridge University Press, Book Monograph, Aug. 2008.
A Survey on TOA Based Wireless Localization and NLOS Mitigation Techniques
Authors: I. Guvenc and C. C. Chong
Venue: IEEE Communications Surveys and Tutorials, vol. 11, no. 3, pp. 107-124, July 2009.
Detection and Classification of UAVs Using RF Fingerprints in the Presence of Interference
Authors: M. Ezuma, F. Erden, C. K. Anjinappa, O. Ozdemir, and I. Guvenc
Venue: IEEE Open Journal of the Communications Society, Jan. 2020.
Leveraging Cellular ISAC and Passive RF Sensing for UAV Detection and Tracking
Authors: C. Dickerson, S. Kearney, S. Manjur, I. Guvenc, S. Gurbuz, A. Gurbuz, O. Ozdemir, and M. Sichitiu
Venue: Proceedings of the IEEE Asilomar Conference, Pacific Grove, CA, Oct. 2025.
A Survey on Detection, Classification, and Tracking of Aerial Threats using Radar and Communications Systems
Authors: W. Khawaja, M. Ezuma, V. Semkin, F. Erden, O. Ozdemir, and I. Guvenc
Venue: IEEE Communications Surveys and Tutorials, 2024.
Physics-Guided Deep Neural Networks for Radar-Based UAV Recognition in Different Environments With No Prior In Situ Data
Authors: S. Kearney and S. Z. Gurbuz
Venue: IEEE Transactions on Aerospace and Electronic Systems, vol. 62, pp. 9875-9891, 2026.
Human-Centered Fully Adaptive Radar for Gesture Recognition in Smart Environments
Authors: E. Kurtoğlu and S. Z. Gurbuz
Venue: IEEE Transactions on Human-Machine Systems, vol. 55, no. 5, pp. 695-706, Oct. 2025.
CV-SincNet: Learning Complex Sinc Filters From Raw Radar Data for Computationically Efficient Human Motion Recognition
Authors: S. Biswas, C. O. Ayna, S. Z. Gurbuz and A. C. Gurbuz
Venue: IEEE Transactions on Radar Systems, vol. 1, pp. 493-504, 2023.
Physics-Aware Generative Adversarial Networks for Radar-Based Human Activity Recognition
Authors: M. M. Rahman, S. Z. Gurbuz and M. G. Amin
Venue: IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 3, pp. 2994-3008, June 2023.
American Sign Language Recognition Using RF Sensing
Authors: S. Z. Gurbuz et al.
Venue: IEEE Sensors Journal, vol. 21, no. 3, pp. 3763-3775, Feb. 2021.
CellSense: A Sub-6 GHz Cellular ISAC System for Clutter-Robust Passive Sensing
Authors: Bibhor Kumar, Ish Jain, and Vijay K. Shah
Venue: IEEE Military Communications Conference (MILCOM), 2026 (Under review).
Experimental Validation of a 3GPP compliant 5G-based Positioning System
Authors: Sarik Dhungel, Gaurav Duggal, Dara Ron, Nishith D. Tripathi, R. M. Buehrer, J. H. Reed, and Vijay K. Shah
Venue: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking (MobiCom), pp. 1946-1953, 2024.
I2SAC: AI-enabled Digital-Twin Framework on a mmWave 64-element Phased Array for Integrated Imaging, Sensing, and Communication
Authors: V. Reddy, J. Sober, L. Hogan, and S. Venkatesh
Venue: International Microwave Symposium (IMS), RFSA, 2026 (Accepted)
Physical Layer Security Through Directional Modulation With Spatio-Temporal Millimeter-Wave Transmitter Arrays
Authors: X. Lu, S. Venkatesh, B. Tang and K. Sengupta
Venue: IEEE Journal of Solid-State Circuits, vol. 59, no. 9, pp. 2831-2847, Sept. 2024
39–44 GHz Phased-Array Transmitter Circuits in RFSOI CMOS Technology
Authors: T. Ren, Y. Chang and B. A. Floyd
Venue: IEEE Journal of Solid-State Circuits, vol. 60, no. 9, pp. 3072-3081, Sept. 2025
A mmWave Software-Defined Array Platform for Wireless Experimentation at 24-29.5 GHz
Authors: A. P. Ganesh, A. Perre, A. Şahin, İ. Güvenç and B. A. Floyd
Venue: MILCOM 2024 - 2024 IEEE Military Communications Conference, pp. 1-6, 2024
Toward mixed analog-digital quantum signal processing: Quantum ad/da conversion and the fourier transform
Authors: Liu, Yuan, John M. Martyn, Jasmine Sinanan-Singh, Kevin C. Smith, Steven M. Girvin, and Isaac L. Chuang
Venue: IEEE Transactions on Signal Processing, 2025
Early Warning of mmWave Signal Blockage Using Diffraction Properties and Machine Learning
Authors: A. Fallah Dizche, A. Duel-Hallen and H. Hallen
Venue: IEEE Communications Letters, vol. 26, no. 12, pp. 2944-2948, Dec. 2022
Impact of Reflectors and MIMO on ML-Aided mmWave/sub-THz Blockage Prediction
Authors: R. Mahdavihaji, A. Duel-Hallen and H. Hallen
Venue: IEEE 23rd Consumer Communications & Networking Conference (CCNC), pp. 1-6, 2026
Early Warning of mmWave Signal Blockage and AoA Transition Using sub-6 GHz Observations
Authors: Z. Ali, A. Duel-Hallen and H. Hallen
Venue: IEEE Communications Letters, vol. 24, no. 1, pp. 207-211, Jan. 2020
Coverage Enhancement for NLOS mmWave Links Using Passive Reflectors
Authors: W. A. G. Khawaja, O. Ozdemir, Y. Yapici, F. Erden, and I. Guvenc
Venue: IEEE Open Journal of the Communications Society, Feb. 2020
Base Station and Passive Reflectors Placement for Urban mmWave Networks
Authors: C. K. Anjinappa, F. Erden, and I. Guvenc
Venue: IEEE Transactions on Vehicular Technology, Feb. 2021
Propagation Measurements and Coverage Analysis for mmWave and Sub-THz Frequency Bands with Transparent Reflectors
Authors: A. P. Ganesh, W. Khawaja, O. Ozdemir, and I. Guvenc
Venue: Proceedings of the IEEE Vehicular Technology Conference (VTC), June 2023
Coverage Probability Analysis of Passive Reflectors in Indoor Environments
Authors: S. J. Maeng, C. K. Anjinappa, I. Guvenc
Venue: IEEE Communications Letters, July 2022
Precoder Design for Physical-Layer Security and Authentication in Massive MIMO UAV Communications
Authors: S. J. Maeng, Y. Yapici, I. Guvenc, A. Bhuyan, and H. Dai
Venue: IEEE Transactions on Vehicular Technology, Dec. 2021
Deep Reinforcement Learning for AoI-Aware Trajectory and Phase-shift Design in IRS-Assisted UAV Data Collection
Authors: J. Tang, J. Liu, X. He, L. Xie, L. Qu, and H. Dai
Venue: IEEE Transactions on Wireless Communications, vol. 24, no. 12, pp. 10613-10628, Dec. 2025
Base Station Antenna Uptilt Optimization for Cellular-Connected Drone Corridors
Authors: S. J. Maeng, M. Chowdhury, I. Guvenc, A. Bhuyan, and H. Dai
Venue: IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 4, pp. 4729-4737, Aug. 2023
Optimal Relay Probing for UAV Millimeter Wave Communications with Beam Training Overhead
Authors: Z. Song, J. An, H. Ding, and H. Dai
Venue: IEEE Transactions on Vehicular Technology, vol. 72, no. 6, pp. 7351-7363, Jun. 2023
Hybrid Beamforming and Adaptive RF Chain Activation for Cell-Free Millimeter-Wave Massive MIMO Systems
Authors: N. Nguyen, K. Lee, and H. Dai
Venue: IEEE Transactions on Vehicular Technology, vol. 71, no. 8, pp. 8739-8755, Aug. 2022
Application of Deep Learning to Sphere Decoding for Large MIMO Systems
Authors: N. Nguyen, K. Lee, and H. Dai
Venue: IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6787-6803, Oct. 2021
Multipath-Enhanced Measurement of Antenna Patterns: Experiment
Authors: D. D. Stancil, A. R. Allen, M. Ptak and J. J. Adams
Venue: IEEE Transactions on Antennas and Propagation, 2026 (Early Access)
Shape Synthesis and 3-D Ceramic Printing of Non-Canonical MIMO Dielectric Resonator Antennas
Authors: B. Yang, J. Kim, T. Bellundagi and J. J. Adams
Venue: IEEE Open Journal of Antennas and Propagation, vol. 6, no. 6, pp. 1763-1772, Dec. 2025
An Efficient Method for Complex Digitally Coded Antenna Design Based on Evolutionary Computation and Machine Learning Techniques
Authors: T. Wu, B. Liu, Q. Hua, M. O. Akinsolu, D. P. Buch, and J. J. Adams
Venue: IEEE Transactions on Antennas and Propagation, vol. 73, no. 12, pp. 9734-9747, Dec. 2025
Analysis and Correction of Focal Plane Distortion in Flattened Luneburg Lenses
Authors: H. Askari, Y. Oh and J. Adams
Venue: IEEE Antennas and Wireless Propagation Letters, vol. 24, no. 10, pp. 3719-3723, Oct. 2025
Limits in Spectral Efficiency From Array Geometry
Authors: D. Badheka, J. J. Adams and B. L. Hughes
Venue: IEEE Journal on Selected Areas in Information Theory, vol. 6, pp. 34-48, 2025
Jointly Ensuring Timing Disparity and End-to-End Latency Constraints in Hybrid DAGs
Authors: Jinghao Sun, Xisheng Li, Mingyang Gong, Nan Guan, Zhishan Guo, Mingsong Chen, Jun Zhao, Qingxu Deng
Venue: The 31st IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Irvine, US, May 2025.
Estimation of Lower Extremity Joint Moments and 3D Ground Reaction Forces Using IMU Sensors in Multiple Walking Conditions: A Deep Learning Approach
Authors: Md Sanzid Bin Hossain, Zhishan Guo and Hwan Choi
Venue: IEEE Journal of Biomedical and Health Informatics, 27(6): 2829-2840, June 2023.
SEAM: An Optimal Message Synchronizer in ROS with Well-Bounded Time Disparity
Authors: Jinghao Sun, Tianyi Wang, Yang Li, Nan Guan, Zhishan Guo, Qingxu Deng, Guozhen Tan
Venue: 2023 IEEE Real-Time Systems Symposium (RTSS), Taipei, December 2023.
Efficient Feasibility Analysis for Graph-based Real-Time Task Systems
Authors: Jinghao Sun, Rongxiao Shi, Kexuan Wang, Nan Guan and Zhishan Guo
Venue: International Conference on Embedded Software (EMSOFT), September 2020, pp. 3385-3397.
Mixed-Criticality Multicore Scheduling of Real-Time Gang Task Systems
Authors: Ashikahmed Bhuiyan, Kecheng Yang, Samsil Arefin, Abusayeed Saifullah, Nan Guan and Zhishan Guo
Venue: 2019 IEEE Real-Time Systems Symposium (RTSS), Hong Kong, December 2019, pp. 469-480.
A data-driven method for safety-critical control: Designing control barrier functions from state constraints
Authors: Lee, Jaemin, Jeeseop Kim, and Aaron D. Ames
Venue: 2024 American Control Conference (ACC). IEEE, 2024.
Safety-critical control of quadrupedal robots with rolling arms for autonomous inspection of complex environments
Authors: Lee, Jaemin, Jeeseop Kim, Wyatt Ubellacker, Tamas G. Molnar, and Aaron D. Ames
Venue: 2024 IEEE International Conference on Robotics and Automation (ICRA), pp. 3485-3491. IEEE, 2024.
Hierarchical relaxation of safety-critical controllers: Mitigating contradictory safety conditions with application to quadruped robots
Authors: Lee, Jaemin, Jeeseop Kim, and Aaron D. Ames
Venue: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2023.
Real-Time Model Predictive Control for Industrial Manipulators with Singularity-Tolerant Hierarchical Task Control
Authors: Lee, Jaemin, Mingyo Seo, Andrew Bylard, Robert Sun, and Luis Sentis
Venue: 2023 IEEE International Conference on Robotics and Automation (ICRA), pp. 12282-12288. IEEE, 2023.
Dynamic locomotion for passive-ankle biped robots and humanoids using whole-body locomotion control
Authors: Kim, Donghyun, Steven Jens Jorgensen, Jaemin Lee, Junhyeok Ahn, Jianwen Luo, and Luis Sentis
Venue: The International Journal of Robotics Research 39, no. 8 (2020): 936-956.
A multimodal sensing platform for interdisciplinary research in agrarian environments
Authors: Reynolds, J., Williams, E., Martin, D., Readling, C., Ahmmed, P., Huseth, A. and Bozkurt, A.
Venue: Sensors, 22(15), p.5582. DOI: 10.3390/s22155582, 2022.
Preliminary evaluation of a system with on-body and aerial sensors for monitoring working dogs
Authors: Foster, M., Wu, T., Roberts, D.L. and Bozkurt, A.
Venue: Sensors, 22(19), p.7631. DOI: 10.3390/s22197631, 2022.
Preliminary evaluation of dog-drone technological interfaces: Challenges and opportunities
Authors: Foster, M., Agcayazi, T., Agcayazi, T., Wu, T., Gruen, M., Roberts, D.L. and Bozkurt, A.
Venue: Proceedings of the Sixth International Conference on Animal-Computer Interaction (pp. 1-5). DOI: 10.1145/3371049.3371065, Nov. 2019.
Contact-free simultaneous sensing of human heart rate and canine breathing rate for animal assisted interactions
Authors: Holder, T., Rahman, M., Summers, E., Roberts, D., Wong, C.W. and Bozkurt, A.
Venue: Proceedings of the Ninth International Conference on Animal-Computer Interaction (pp. 1-10). DOI: 10.1145/3565995.3566039, Dec. 2022.
Noncontact electrophysiology monitoring systems for assessment of canine-human interactions
Authors: Ahmmed, P., Holder, T., Foster, M., Castro, I.D., Patel, A., Torfs, T. and Bozkurt, A.
Venue: 2021 IEEE Sensors (pp. 1-4). DOI: 10.1109/SENSORS47087.2021.9639748, Oct. 2021.
Information Fusion: Scaling Subspace Driven Approaches
Authors: Sally Ghanem and Hamid Krim
Venue: Submitted to IEEE Transactions on Image Processing, 2021.
Atlantic Hurricane Activity Prediction: A Machine Learning Approach
Authors: T. Asthana, X. Sun, S. Roheda, L. Xie, and H. Krim
Venue: Journal of Atmosphere, Section Atmospheric Techniques, Instruments, and Modeling, Special Issue 'Recent Advances and Future Prospects of Machine Learning in Predictive Modeling of Atmospheric Sciences', 2021.
Event Driven Sensor Fusion
Authors: S. Roheda, Z.-Q. Luo, T. Wu, and H. Krim
Venue: Elsevier Signal Processing, Volume 188, November 2021.
Robust Multi-Modal Sensor Fusion: An Adversarial Approach
Authors: S. Roheda, H. Krim, and B. S. Riggan
Venue: IEEE Sensors Journal, 21(2): 1885-1896, 2020.
Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion
Authors: Sally Ghanem, Ashkan Panahi, Ryan A. Kerekes, and Hamid Krim
Venue: IEEE Sensors Journal, 2020.