School of Engineering, Electrical & Computer Engineering

Research output

Research output per year 1978 2006 2007 2008 2011 2012 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 139462 Citations
• 154 h-index
• 1850 Conference contribution
• 1384 Article
• 235 Conference article
• 158 Paper
• 245 More
  • 88 Editorial
  • 72 Chapter
  • 44 Review article
  • 16 Innovation
  • 10 Comment/debate
  • 6 Book
  • 6 Letter
  • 3 Short survey

Research output per year

Research output per year

Search results

• 2024

  A Comparative Study of K-Planes vs. V-PCC for 6-DoF Volumetric Video Representation

  Li, N., Zhu, M., Wang, S. & Liu, Y., Apr 15 2024, MMVE 2024 - Proceedings of the 2024 16th International Workshop on Immersive Mixed and Virtual Environment Systems. Association for Computing Machinery, Inc, p. 92-98 7 p. (MMVE 2024 - Proceedings of the 2024 16th International Workshop on Immersive Mixed and Virtual Environment Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Point Cloud 100%
  • Video Representation 100%
  • Neural Scene Representation 66%
  • Neural Radiance Field (NeRF) 33%
  • Immersive Applications 33%

• A Digital Platform for Early Detection and Monitoring the Progression of Alzheimer's Disease

  Panda, S., Akbar, A., Li, C., Khan, O. T., Patel, R., Canevari, J., Lambropoulos, D. & Haghani, S., 2024, 2024 IEEE International Conference on Consumer Electronics, ICCE 2024. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Visual Attention 100%
  • Early Detection 100%
  • Digital Platform 100%
  • Chronic Stress 100%
  • Alzheimer's Disease 100%

• A META-PRECONDITIONING APPROACH FOR DEEP Q-LEARNING

  Evmorfos, S. & Petropulu, A. P., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6485-6489 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Q-learning 100%
  • Reinforcement Learning 100%
  • Learning Algorithm 100%
  • Learning Process 50%
  • Integral Component 25%

• A Multi-Functional Drone for Agriculture Maintenance and Monitoring in Small-Scale Farming

  Duong, O., Crew, J., Rea, J., Haghani, S. & Striki, M., 2024, 2024 IEEE International Conference on Consumer Electronics, ICCE 2024. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Agricultural Science 100%
  • Face 50%
  • Agricultural Drone 50%

• Covert Communications with Simultaneous Multi-Modal Transmission

  Aggarwal, R., Kong, J. S., Moore, T. J., Choi, J., Spasojevic, P. & Dagefu, F. T., May 27 2024, WiSec 2024 - Proceedings of the 17th ACM Conference on Security and Privacy in Wireless and Mobile Networks. Association for Computing Machinery, Inc, p. 1-7 7 p. (WiSec 2024 - Proceedings of the 17th ACM Conference on Security and Privacy in Wireless and Mobile Networks).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optimization Technique 100%
  • Exhaustive Search 100%
  • Communication Link 100%
  • wireless communication technology 100%
  • Power Optimization 100%

• Design and Implementation of a Smart Rain Barrel Network via the Blynk IoT Platform

  He, E., Liu, Z. & Haghani, S., 2024, 2024 IEEE International Conference on Consumer Electronics, ICCE 2024. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of Things Platform 100%
  • Rain Barrel 100%
  • Internet of Things 100%
  • Flood Risk 50%
  • Sewer System 50%

• Distortion-Controlled Dithering with Reduced Recompression Rate

  Kasher, M., Tinston, M. & Spasojevic, P., 2024, Proceedings - DCC 2024: 2024 Data Compression Conference. Bilgin, A., Fowler, J. E., Serra-Sagrista, J., Ye, Y. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 564 1 p. (Data Compression Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Error Autocorrelation 100%
  • Autocorrelation Vectors 100%
  • Quantization Artifacts 100%
  • Recompression 100%
  • Optimal Performance 100%

• Early Alzheimer's Detection through VOC Analysis: A Novel Device Approach

  Gupta, A., Irving, M., Karakoti, A., Canevari, J. & Haghani, S., 2024, 2024 IEEE International Conference on Consumer Electronics, ICCE 2024. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Novel Device 100%
  • Early Alzheimer 100%
  • Healthy Control 50%
  • Disease Patient 50%
  • Early Detection 50%

• ENHANCED CHANNEL ESTIMATION IN MM-WAVE MIMO SYSTEMS LEVERAGING INTEGRATED COMMUNICATION AND SENSING

  Mura, S., Mizmizi, M., Spagnolini, U. & Petropulu, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 13101-13105 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • State of the Art 100%
  • Broadband 100%
  • Millimeter Wave 100%
  • Pilot Training 100%
  • Channel Estimation 100%

• FEDERATED LEARNING OF TENSOR GENERALIZED LINEAR MODELS WITH LOW SEPARATION RANK

  Sanchez, J. H., Taki, B., Bajwa, W. U. & Sarwate, A. D., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2136-2140 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generalized Linear Model 100%
  • Tensor 100%
  • Tensor Regression 50%
  • Biomedical Imaging Systems 50%
  • Total Sample Size 50%

• Finding the Needles in the Haystack: Identifying Essential Concepts and Tools for Inclusion in a Cross-Listed Introductory Semester Course in Cloud Computing

  Striki, M. & Haghani, S., 2024, EDUCON 2024 - IEEE Global Engineering Education Conference, Proceedings. IEEE Computer Society, (IEEE Global Engineering Education Conference, EDUCON).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cloud Computing 100%
  • Essential Concept 100%
  • Learning System 100%
  • Machine Learning 33%
  • Learning Experiences 16%

• HOW SECURE IS THE TIME-MODULATED ARRAY-ENABLED OFDM DIRECTIONAL MODULATION?

  Tao, Z., Xu, Z. & Petropulu, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9081-9085 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Parameter Array 100%
  • Array Parameters 66%

• Incorporating Design Skills in an Introductory Electric Circuits Laboratory

  Wine, K., Lambropoulos, D., Najafizadeh, L. & Haghani, S., 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electric Circuit 100%
  • Current Source Power Supply 50%
  • Arduino Microcontroller 50%

• MITIGATING DATA INJECTION ATTACKS ON FEDERATED LEARNING

  Shalom, O., Leshem, A. & Bajwa, W. U., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9116-9120 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Federated Learning 100%
  • Attacker 100%
  • Data Injection Attack 100%
  • Federated Learning System 66%
  • Attackers 60%

• PatchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds

  Pan, Z., Xiao, M., Han, X., Yu, D., Zhang, G. & Liu, Y., Mar 25 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 5 ed. Association for the Advancement of Artificial Intelligence, p. 4406-4414 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 5).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Deep Compression 100%
  • Point Cloud 100%
  • Deep Learning 100%
  • Frame Difference 66%
  • Similarities 66%

• RUSafe: An Interactive Platform to Enhance Crime Alert Systems on University Campuses

  Gorajia, R., Perez, A., Lluen, N., Striki, M. & Haghani, S., 2024, 2024 IEEE International Conference on Consumer Electronics, ICCE 2024. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Software Development Tool 100%
  • Software Application 100%
  • Crime Alerts 100%
  • Emergency System 33%
  • User Rights 33%

• The LanternPredator: A Machine-learning-based Robot for Controlling the Spread of Invasive Species

  Gou, W., Banyamin, D., Rezk, M., Fedorowait, W., Burbano, D. & Haghani, S., 2024, 2024 IEEE International Conference on Consumer Electronics, ICCE 2024. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Agricultural Science 100%
  • Invasive Species 100%
  • Pest Control 100%
  • Population Growth 100%
  • Autonomous Pest Control 50%

• WATCH: Wide-Area Terrestrial Change Hypercube

  Greenwell, C., Crall, J., Purri, M., Dana, K., Jacobs, N., Hadzic, A., Workman, S. & Leotta, M., Jan 3 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 8262-8271 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Collected Data 100%
  • Open Source 100%
  • Network Architecture 100%
  • Hypercube 100%
  • Construction Site 100%

• Waveform Design for OFDM-Based ISAC Systems Under Resource Occupancy Constraint

  Mura, S., Tagliaferri, D., Mizmizi, M., Spagnolini, U. & Petropulu, A., 2024, RadarConf 2024 - 2024 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Resource Occupation 100%
  • Time-frequency Resource Allocation 33%
  • High Sidelobes 33%
  • Schatten P-norm 33%
  • Sidelobes 25%
• 2023

  A Conceptual Architecture for a Quantum-HPC Middleware

  Saurabh, N., Jha, S. & Luckow, A., 2023, Proceedings - 2023 IEEE International Conference on Quantum Software, QSW 2023. Ali, S., Ardagna, C., Atukorala, N., Barzen, J., Chang, C. K., Chang, R. N., Fan, J., Faro, I., Feld, S., Fox, G. C., Jin, Z., Leymann, F., Neukart, F., de la Puente, S. & Wimmer, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 116-127 12 p. (Proceedings - 2023 IEEE International Conference on Quantum Software, QSW 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Classical Computing 100%
  • Quantum Processing Unit 49%
  • Integration Pattern 49%
  6 Scopus citations

• An ALOHA multi-user game with tradeoff between throughput and transmission proportional fairness

  Garnaev, A. & Trappe, W., 2023, 2023 57th Annual Conference on Information Sciences and Systems, CISS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 57th Annual Conference on Information Sciences and Systems, CISS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-user Games 100%
  • Type Communication 100%
  • Transmission Fairness 40%
  • Communication Stability 20%
  • Number of Equilibria 20%

• An Improved Least-square based Jammer Localization Algorithm

  Tong, R., Du, Y., Liu, H. & Chen, Y., 2023, Proceedings - 2022 IEEE 28th International Conference on Parallel and Distributed Systems, ICPADS 2022. IEEE Computer Society, p. 258-265 8 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2023-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Improved Least Squares 100%
  • Malicious Jammer 33%
  • Stochastic Geometry Theory 33%
  • Network Distribution 33%
  • Interfering Signal 33%

• A Secure Dual-Function Radar Communication System via Time-Modulated Arrays

  Xu, Z. & Petropulu, A. P., 2023, RadarConf23 - 2023 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Time-modulated Arrays 100%
  • Received Symbol 100%
  • High Precision Sensing 20%
  • High Power Efficiency 20%
  1 Scopus citations

• Asynchronous Execution of Heterogeneous Tasks in ML-Driven HPC Workflows

  Pascuzzi, V. R., Kilic, O. O., Turilli, M. & Jha, S., 2023, Job Scheduling Strategies for Parallel Processing - 26th Workshop, JSSPP 2023, Revised Selected Papers. Klusáček, D., Corbalán, J. & Rodrigo, G. P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 27-45 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14283 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • High-Performance Computing 100%
  • Heterogeneous Resource 100%
  • Asynchronous Execution 100%
  • Machine Learning 50%
  • Scientific Workflow 50%

• A Time-Frequency Deep Learning Classification Model for Metal Oxide Coated Particles

  Tahir, M. N., Ashley, B. K., Sui, J., Javanmard, M. & Hassan, U., 2023, 2023 IEEE Microelectronics Design and Test Symposium, MDTS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Microelectronics Design and Test Symposium, MDTS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • Deep Learning Model 100%
  • Classification Models 100%
  • Metal Oxide 100%
  • Coated Particle 100%

• A W-band Self-Injection-Locked Vital Sign Radar Sensor with On-Chip SIW Monopole Antenna in 0.1-µm GaAs pHEMT

  Gao, D., Li, S., Chen, A. Y. K. & Michael Wu, C. T., 2023, 2023 IEEE/MTT-S International Microwave Symposium, IMS 2023. Institute of Electrical and Electronics Engineers Inc., p. 871-874 4 p. (IEEE MTT-S International Microwave Symposium Digest; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • GaAs pHEMT 100%
  • Short-time Fourier Transform 25%
  • Transistor Oscillator 25%
  • Harmonic Mixer 25%
  • GaAs pHEMT Process 25%
  4 Scopus citations

• BarrierBypass: Out-of-Sight Clean Voice Command Injection Attacks through Physical Barriers

  Walker, P., Zhang, T., Shi, C., Saxena, N. & Chen, Y., May 29 2023, WiSec 2023 - Proceedings of the 16th ACM Conference on Security and Privacy in Wireless and Mobile Networks. Association for Computing Machinery, Inc, p. 203-214 12 p. (WiSec 2023 - Proceedings of the 16th ACM Conference on Security and Privacy in Wireless and Mobile Networks).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Attackers 100%
  • Physical Barrier 100%
  • Wake Word 60%
  • User Privacy 50%
  • Multiple Device 50%

• BioCase: Privacy Protection via Acoustic Sensing of Finger Touches on Smartphone Case Mini-Structures

  Yang, Y., Li, X., Ye, Z., Wang, Y. & Chen, Y., Jun 18 2023, MobiSys 2023 - Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services. Association for Computing Machinery, Inc, p. 397-409 13 p. (MobiSys 2023 - Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Privacy Protection 100%
  • Biometrics 75%
  • Resolution Image 25%
  • Problem Domain 25%
  • Authenticate User 25%
  1 Scopus citations

• C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA

  Zulqarnain, M., Gang, A. & Bajwa, W. U., 2023, 2023 57th Annual Conference on Information Sciences and Systems, CISS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 57th Annual Conference on Information Sciences and Systems, CISS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dominant Eigenvector 100%
  • Learning Reductions 66%

• Chest-worn Transmitarray Lens for Monitoring Heart Rate Variability with a Remote Self-Injection-Locked Doppler Radar

  El Arif, R., Su, W. C., Horng, T. S. & Wu, C. T. M., 2023, 2023 IEEE/MTT-S International Microwave Symposium, IMS 2023. Institute of Electrical and Electronics Engineers Inc., p. 1188-1191 4 p. (IEEE MTT-S International Microwave Symposium Digest; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transmitarray Lens 100%
  • Chest-worn 100%
  • Interval Data 33%
  1 Scopus citations

• Computationally Efficient Codes for Adversarial Binary-Erasure Channels

  Li, S., Krishnan, P., Jaggi, S., Langberg, M. & Sarwate, A. D., 2023, 2023 IEEE International Symposium on Information Theory, ISIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 228-233 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Polynomial Time 100%
  • Decoding Algorithm 100%
  • Input Bit 100%
  • Block Code 100%
  • Encoding Algorithm 100%
  1 Scopus citations

• CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness

  Phan, H., Yin, M., Sui, Y., Yuan, B. & Zonouz, S., Jun 27 2023, AAAI-23 Technical Tracks 2. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 2065-2073 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • CSTAR 100%
  • Structured Deep Neural Networks 100%
  • Deep Neural Network 100%
  • Solution and Solubility 100%
  • Structuredness 50%
  4 Scopus citations

• Directional Modulation Retrodirective Array-Enabled Physical Layer Secured Transponder for Protected Wireless Data Acquisition

  Vosoughitabar, S., Nooraiepour, A., Bajwa, W. U., Mandayam, N. B. & Wu, C. T. M., 2023, 2023 IEEE/MTT-S International Microwave Symposium, IMS 2023. Institute of Electrical and Electronics Engineers Inc., p. 1180-1183 4 p. (IEEE MTT-S International Microwave Symposium Digest; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Directional 100%
  • Physical Layer Security 100%
  • Physical Layer 100%
  • Wireless Data Acquisition 100%
  • Wireless Communication 50%
  1 Scopus citations

• EchoImage: User Authentication on Smart Speakers Using Acoustic Signals

  Ren, Y., Xia, Z., Li, S., Liu, H., Chen, Y., Li, S. & Li, H., 2023, Proceedings - 2023 IEEE 43rd International Conference on Distributed Computing Systems, ICDCS 2023. Institute of Electrical and Electronics Engineers Inc., p. 236-247 12 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • User Authentication 100%
  • Acoustic Signal 100%
  • Image Construction 20%
  • User Experience 16%
  • Transfer Learning 16%

• Efficient Beamforming Designs for IRS-Aided DFRC Systems

  Li, Y. K. & Petropulu, A., 2023, 2023 24th International Conference on Digital Signal Processing, DSP 2023. Institute of Electrical and Electronics Engineers Inc., (International Conference on Digital Signal Processing, DSP; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Beamforming 100%
  • Communication System 100%
  • Intelligent Reflecting Surface 100%
  • Reflecting Surface 100%
  • Optimization Method 50%
  1 Scopus citations

• Electrical Detection of DNA Nanoballs Using Impedance Spectroscopy in a Microfluidic Chip

  Tayyab, M., Barrett, D., Van Riel, G., Liu, S., Reinius, B., Scharfe, C., Griffin, P., Steinmetz, L., Pelechano, V. & Javanmard, M., 2023, 2023 22nd International Conference on Solid-State Sensors, Actuators and Microsystems, Transducers 2023. Institute of Electrical and Electronics Engineers Inc., p. 769-772 4 p. (2023 22nd International Conference on Solid-State Sensors, Actuators and Microsystems, Transducers 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • DNA Sequence 100%
  • Dielectric Spectroscopy 100%
  • One-Pot Synthesis 100%
  • Applicability 100%
  • Limited Resource 100%

• EmoLeak: Smartphone Motions Reveal Emotions

  Mahdad, A. T., Shi, C., Ye, Z., Zhao, T., Wang, Y., Chen, Y. & Saxena, N., 2023, Proceedings - 2023 IEEE 43rd International Conference on Distributed Computing Systems, ICDCS 2023. Institute of Electrical and Electronics Engineers Inc., p. 316-326 11 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Smartphone 100%
  • Emotional State 100%
  • Loudspeaker 60%
  • Health Information 50%
  • Representation Learning 50%

• EVASR: Edge-Based Video Delivery with Salience-Aware Super-Resolution

  Li, N. & Liu, Y., Jun 7 2023, MMSys 2023 - Proceedings of the 14th ACM Multimedia Systems Conference. Association for Computing Machinery, Inc, p. 142-152 11 p. (MMSys 2023 - Proceedings of the 14th ACM Multimedia Systems Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • super resolution 100%
  • Visual Quality 100%
  • Edge Server 66%
  • Optimization Problem 33%
  • Streaming Video 33%

• FaceGroup: Continual Face Authentication via Partially Homomorphic Encryption & Group Testing

  Jiang, T., Sun, C., El Rouayheb, S. & Pompili, D., 2023, Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Institute of Electrical and Electronics Engineers Inc., p. 443-451 9 p. (Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Partially Homomorphic Encryption 100%
  • Facial Authentication 75%
  • Two-stage Architecture 25%
  • Manhattan Distance 20%
  1 Scopus citations

• Flexible Beam Design for Vital Sign Monitoring Using a Phased Array Equipped With Double-Phase Shifters

  Xu, Z., Gao, D., Li, S., Wu, C. T. M. & Petropulu, A., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Phased Array 100%
  • Vital Signs Monitoring 100%
  • Flexible Beam 100%
  • Beam Design 100%
  • Double-phase-shifter 100%
  6 Scopus citations

• Get Your Cyber-Physical Tests Done! Data-Driven Vulnerability Assessment of Robotic Aerial Vehicles

  Ding, A., Chan, M., Hass, A., Tippenhauer, N. O., Ma, S. & Zonouz, S., 2023, Proceedings - 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2023. Institute of Electrical and Electronics Engineers Inc., p. 67-80 14 p. (Proceedings - 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vulnerable State 100%
  • Ares 75%
  • Memory Isolation 50%
  • Variable Value 50%
  • Cyber-physical Perspective 25%
  1 Scopus citations

• Gflownets for Sensor Selection

  Evmorfos, S., Xu, Z. & Petropulu, A., 2023, Proceedings of the 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing, MLSP 2023. Comminiello, D. & Scarpiniti, M. (eds.). IEEE Computer Society, (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2023-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Selection Process 100%
  • Sensor Array 100%
  • Beamforming 100%
  • Markov Decision Process 100%
  • Learning Approach 100%
  2 Scopus citations

• HMAAC: Hierarchical Multi-Agent Actor-Critic for Aerial Search with Explicit Coordination Modeling

  Sun, C., Huang, S. & Pompili, D., 2023, Proceedings - ICRA 2023: IEEE International Conference on Robotics and Automation. Institute of Electrical and Electronics Engineers Inc., p. 7728-7734 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Aerial Search 100%
  • Coordination Modeling 100%
  • multi agent 100%
  • Unmanned Aerial Vehicle 60%
  • High Level Policy 40%
  3 Scopus citations

• Invited Paper: Intelligent Agent Support for Achieving Low Latency in Cloud-Native NextG Mobile Core Networks

  Choudhury, S., Das, S., Paul, S., Seskar, I. & Raychaudhuri, D., Jan 4 2023, ICDCN 2023 - Proceedings of the 24th International Conference on Distributed Computing and Networking. Association for Computing Machinery, p. 12-19 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intelligent Agent 100%
  • Mobile Core Network 100%
  • Multi-Access Edge Computing 75%
  • Service Requirement 50%
  • Agent Framework 50%

• Large-Scale Dynamic Spectrum Access with IEEE 1900.5.2 Spectrum Consumption Models

  Netalkar, P., Zahabee, A., Caicedo Bastidas, C. E., Kadota, I., Stojadinovic, D., Zussman, G., Seskar, I. & Raychaudhuri, D., 2023, 2023 IEEE Wireless Communications and Networking Conference, WCNC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2023-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic Spectrum Access 100%
  • Spectrum Consumption 100%
  • Regulatory Policy 20%
  • Wireless Technologies 20%
  • Reconfiguration 20%
  4 Scopus citations

• Learning-based Homography Matrix Optimization for Dual-fisheye Video Stitching

  Zhu, M., Sui, Y., Yuan, B. & Liu, Y., Sep 10 2023, Proceedings of the 2023 Workshop on Emerging Multimedia Systems, EMS 2023. Association for Computing Machinery, Inc, p. 48-53 6 p. (Proceedings of the 2023 Workshop on Emerging Multimedia Systems, EMS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dual-fisheye 100%
  • Homography Matrix 100%
  • Fisheye Video 100%
  • Video Stitching 100%
  • Stitching Algorithm 33%

• Linearization of Non-Uniform Quantizers via Adaptive Non-Subtractive Dithering

  Kasher, M., Spasojevic, P. & Tinston, M., 2023, 2023 57th Annual Conference on Information Sciences and Systems, CISS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 57th Annual Conference on Information Sciences and Systems, CISS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Non-uniform Quantizer 100%
  • Subtractive Dithering 100%
  • Nonlinear Quantizers 66%
  • Quantisation Error 37%
  • Non-finite 33%
  1 Scopus citations

• Minorization-based Low-Complexity Design for IRS-Aided ISAC Systems

  Li, Y. K. & Petropulu, A., 2023, RadarConf23 - 2023 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Communication System 100%
  • Intelligent Reflecting Surface 100%
  • Design Complexity 100%
  • Reflecting Surface 100%
  • Low-complexity Design 100%
  1 Scopus citations

• Mirage: Towards Low-Interruption Services on Batch GPU Clusters with Reinforcement Learning

  Ding, Q., Zheng, P., Kudari, S., Venkataraman, S. & Zhang, Z., 2023, SC 2023 - International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Deep Learning 100%
  • Reinforcement Learning 100%
  • Mirage 100%
  • Machine Learning 50%
  • Random Decision Forest 50%
  1 Scopus citations

• mm3DFace: Nonintrusive 3D Facial Reconstruction Leveraging mmWave Signals

  Xie, J., Kong, H., Yu, J., Chen, Y., Kong, L., Zhu, Y. & Tang, F., Jun 18 2023, MobiSys 2023 - Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services. Association for Computing Machinery, Inc, p. 462-474 13 p. (MobiSys 2023 - Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Facial Expression 100%
  • Face Surgery 100%
  • Mean Absolute Error 50%
  • Virtual Reality 25%
  • Privacy Preserving 25%
  6 Scopus citations