Department of Electrical Engineering & Computer Science

Research output

Research output per year 1972 2005 2006 2007 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2024

• 1783 Conference contribution
• 1230 Article
• 166 Conference Article
• 101 Paper
• 157 More
  • 47 Chapter
  • 37 Editorial
  • 34 Patent
  • 15 Review article
  • 8 Comment/Debate/Erratum
  • 7 Letter/Newsletter
  • 6 Book
  • 3 Foreword/postscript

Research output per year

Research output per year

Search results

• 2021

  Mobile crowdsensing for data freshness: A deep reinforcement learning approach

  Dai, Z., Wang, H., Liu, C. H., Han, R., Tang, J. & Wang, G., May 10 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 9488791. (Proceedings - IEEE INFOCOM; vol. 2021-May).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Data Upload 100%
  • Implicit Quantile Networks 50%
  • Trajectory Sensor 50%
  • Deployed Sensor Node 50%
  24 Scopus citations

• Modeling citywide crowd flows using attentive convolutional LSTM

  Liu, C. H., Piao, C., Ma, X., Yuan, Y., Tang, J., Wang, G. & Leung, K. K., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 217-228 12 p. 9458664. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Sequential Analysis 100%
  • Urban Management 100%
  • City Planning 100%
  • Crowd Flow 100%
  • Convolutional LSTM 100%
  19 Scopus citations

• Modernizing file system through in-storage indexing

  Koo, J., Im, J., Song, J., Park, J., Lee, E., Kim, B. S. & Lee, S., 2021, Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021. USENIX Association, p. 75-92 18 p. (Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Crash Consistency 100%
  • Block Interface 100%
  • Index File 100%
  • Space Management 100%
  • Key-value Storage 100%
  15 Scopus citations

• Morpheus: Bringing the (PKCS) One to Meet the Oracle

  Yahyazadeh, M., Chau, S. Y., Li, L., Hue, M. H., Debnath, J., Ip, S. C., Li, C. N., Hoque, E. & Chowdhury, O., Nov 12 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2474-2496 23 p. (Proceedings of the ACM Conference on Computer and Communications Security).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Morpheus 100%
  • PKCS#1 100%
  • Signature Forgery 50%
  • Bleichenbacher 50%
  • Black-Box Testing 50%
  2 Scopus citations

• Multi-Band Array Using a Multiplexed Antenna Feed Composed of CRLH Transmission Line-Based Dual Band Isolation Circuits

  Furgal, J., Lee, H., Choi, J. H. & Lee, J. K., 2021, 2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 473-474 2 p. (2021 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, APS/URSI 2021 - Proceedings).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Multiplexed Antenna 100%
  • Band Isolation 100%
  • Multiband Antenna 25%
  • Element Spacing 25%
  • Wide-angle Beam Steering 25%
  2 Scopus citations

• NetProtect: Network Perturbations to Protect Nodes against Entry-Point Attack

  Laishram, R., Hozhabrierdi, P., Wendt, J. & Soundarajan, S., Jun 21 2021, WebSci 2021 - Proceedings of the 13th ACM Web Science Conference. Association for Computing Machinery, p. 93-101 9 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Network Perturbation 100%
  • Entry Point 100%
  • Node Protection 50%
  • External Attacks 50%
  • Protection Algorithm 25%
  2 Scopus citations

• Neural network architecture search and model compression for fast prediction of UAS traffic density

  Zhang, Z., Luo, C., Gursoy, M. C., Qiu, Q., Caicedo, C., Solomon, A. & Basti, F., Apr 20 2021, 2021 Integrated Communications Navigation and Surveillance Conference, ICNS 2021. Institute of Electrical and Electronics Engineers Inc., 9441495. (Integrated Communications, Navigation and Surveillance Conference, ICNS; vol. 2021-April).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Input Combination 100%
  • Mission Plan 66%
  • Neural Architecture Optimization 66%
  • Landing Zone 66%
  • Resource Provision 66%
  1 Scopus citations

• Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning

  Fang, H., Taylor, B., Li, Z., Mei, Z., Li, H. H. & Qiu, Q., Dec 5 2021, 2021 58th ACM/IEEE Design Automation Conference, DAC 2021. Institute of Electrical and Electronics Engineers Inc., p. 361-366 6 p. (Proceedings - Design Automation Conference; vol. 2021-December).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Temporal Dynamic 100%
  • Neural Network 100%
  • training algorithm 100%
  • Storage Medium 100%
  • Neuromorphic Algorithms 100%
  10 Scopus citations

• Noise-Enhanced Unsupervised Link Prediction

  Abdolazimi, R. & Zafarani, R., 2021, Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Proceedings. Karlapalem, K., Cheng, H., Ramakrishnan, N., Agrawal, R. K., Reddy, P. K., Srivastava, J. & Chakraborty, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 472-487 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12712 LNAI).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Link Prediction 100%
  • Unsupervised Link Prediction 100%
  • Information Processing 12%
  • Data Preprocessing 12%
  • Prediction Framework 12%
  6 Scopus citations

• Numerical Exploration of Training Loss Level-Sets in Deep Neural Networks

  Tahir, N. & Katz, G. E., Jul 18 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Parameter Space 100%
  • Level Set 100%
  • Deep Neural Network 100%
  • Numerical Exploration 100%
  • Training Loss 100%

• On Measuring the Diversity of Organizational Networks

  Jalali, Z. S., Kenthapadi, K. & Soundarajan, S., 2021, Complex Networks XII - Proceedings of the 12th Conference on Complex Networks CompleNet 2021. Teixeira, A. S., Pacheco, D., Oliveira, M., Barbosa, H., Gonçalves, B. & Menezes, R. (eds.). Springer Science and Business Media B.V., p. 59-72 14 p. (Springer Proceedings in Complexity).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Social Network 100%
  • Interaction Pattern 100%
  • Employee Assignment 100%
  • Minority Representation 33%

• Optimization and Learning for Data Offloading and Resource Management in Mobile Edge Computing

  Yang, Y. & Gursoy, M. C., Mar 22 2021, 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021. Institute of Electrical and Electronics Engineers Inc., p. 598-603 6 p. 9430862. (2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Data Offloading 100%
  • Equipment Data 12%
  • Evolutionary Architecture 12%
  • Uplink Transmission 12%
  • Mobile Edge 12%
  1 Scopus citations

• Performance analysis of cell-free massive MIMO systems with massive connectivity

  Guo, M. & Gursoy, M. C., Jan 9 2021, 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021. Institute of Electrical and Electronics Engineers Inc., 9369582. (2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Massive Connectivity 100%
  • Cell-free Massive MIMO 100%
  • Massive MIMO 100%
  • Multiple-Input Multiple-Output 100%
  • Channel Estimation 100%
  2 Scopus citations

• Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans

  Altay, F., Sánchez, G. R., James, Y., Faraone, S. V., Velipasalar, S. & Salekin, A., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15088-15097 10 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17A).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Alzheimer's Disease Detection 100%
  • Image Scanning 100%
  • Preclinical Stage 100%
  • Magnetism 100%
  • Physical Parameter 100%
  17 Scopus citations

• Press @$@$ to login: Strong wearable second factor authentication via short memorywise effortless typing gestures

  Shrestha, P., Saxena, N., Shukla, D. & Phoha, V. V., Sep 2021, Proceedings - 2021 IEEE European Symposium on Security and Privacy, Euro S and P 2021. Institute of Electrical and Electronics Engineers Inc., p. 71-87 17 p. (Proceedings - 2021 IEEE European Symposium on Security and Privacy, Euro S and P 2021).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Factor Authentication 100%
  • Two-Factor Authentication 100%
  • Two-factor Authentication 100%
  • Special Sequences 33%
  • Push Notification 12%

• Privacy-preserving and accountable multi-agent learning

  Nagar, A., Tran, C. & Fioretto, F., 2021, 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1593-1594 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Multi-agent Learning 100%
  • multiagent learning 100%
  • Model Inversion Attack 50%
  • Privacy Attack 50%
  • Ethereum Smart Contract 50%
  2 Scopus citations

• PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures

  Pan, C. & Velipasalar, S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 11976-11985 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Deep Architecture 100%
  • Scalability 100%
  • Resolution Level 50%
  • Create Network 50%
  • Affine Transformation 33%
  12 Scopus citations

• Registering and Fusing Thermal Anomalies in Aerial Infrared Images to a 3D Building Model

  Chen, K., Rakha, T., El Masri, Y., Panagoulia, E., Kakillioqlu, B., Pan, C., Velipasalar, S., Elkholy, M., Bayomi, N. & Fernandez, J. E., 2021, Computing in Civil Engineering 2021 - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2021. Issa, R. R. A. (ed.). American Society of Civil Engineers (ASCE), p. 570-578 9 p. (Computing in Civil Engineering 2021 - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2021).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Aerial Infrared 100%
  • 3D Building Model 100%
  • Automated Data 12%
  • 3D Building 12%
  • Automated Registration 12%
  1 Scopus citations

• Reliability-optimal designs in MEC networks with finite blocklength codes and outdated CSI

  Yang, Y., Hu, Y. & Gursoy, M. C., Sep 6 2021, 2021 17th International Symposium on Wireless Communication Systems, ISWCS 2021. VDE Verlag GmbH, (Proceedings of the International Symposium on Wireless Communication Systems; vol. 2021-September).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Blocklength 100%
  • Optimal Design 100%
  • Mobile Edge Computing 100%
  • Multi-Access Edge Computing 100%
  • Outdated CSI 100%
  4 Scopus citations

• Securing Mobile Systems GPS and Camera Functions Using TrustZone Framework

  Salman, A. S. & Du, W., 2021, Intelligent Computing - Proceedings of the 2021 Computing Conference. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 868-884 17 p. (Lecture Notes in Networks and Systems; vol. 285).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Application Transparency 100%
  • Hardware Security 100%
  • QR Code Payment 100%
  • Feasible Design 100%
  • Robust Security 100%
  3 Scopus citations

• Sparse Activity Detection in Intelligent Reflecting Surface Assisted Wireless Networks

  Guo, M. & Gursoy, M. C., Sep 13 2021, 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2021. Institute of Electrical and Electronics Engineers Inc., p. 543-548 6 p. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2021-September).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Intelligent Reflecting Surface 100%
  • Effective Channel 100%
  • Reflecting Surface 100%
  • Basestation 66%
  • Gaussian White Noise 66%
  2 Scopus citations

• STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning

  Khanduri, P., Sharma, P., Yang, H., Hong, M., Liu, J., Rajawat, K. & Varshney, P. K., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 6050-6061 12 p. (Advances in Neural Information Processing Systems; vol. 8).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Communication Complexity 100%
  • Momentum Algorithm 100%
  • Stochastics 100%
  • Tradeoff 100%
  • Communication Round 40%
  31 Scopus citations

• The Right Tool for the Job? Assessing the Use of Artificial Intelligence for Identifying Administrative Errors

  Young, M., Himmelreich, J., Honcharov, D. & Soundarajan, S., Jun 9 2021, Proceedings of the 22nd Annual International Conference on Digital Government Research: Digital Innovations for Public Values: Inclusive Collaboration and Community, DGO 2021. Lee, J., Pereira, G. V. & Hwang, S. (eds.). Association for Computing Machinery, p. 15-26 12 p. 3463714. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Artificial Intelligence 100%
  • Unemployment Insurance 100%
  • Administrative Errors 100%
  • Professional Occupations 100%
  • Unemployment Compensation 100%
  5 Scopus citations

• The Smart Appliance Scheduling Problem: A Bayesian Optimization Approach

  Tabakhi, A. M., Yeoh, W. & Fioretto, F., 2021, PRIMA 2020: Principles and Practice of Multi-Agent Systems - 23rd International Conference, 2020, Proceedings. Uchiya, T., Bai, Q. & Marsá Maestre, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 100-115 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12568 LNAI).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Smart Appliances 100%
  • Smart Appliance 100%
  • Acquisition Function 66%
  • Peak Energy Demand 50%
  • Autonomous Control 33%
  1 Scopus citations

• TopoShot: Uncovering Ethereum's network topology leveraging replacement transactions

  Li, K., Tang, Y., Chen, J., Wang, Y. & Liu, X., Nov 2 2021, IMC 2021 - Proceedings of the 2021 ACM Internet Measurement Conference. Association for Computing Machinery, p. 302-319 18 p. (Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Geth 100%
  • Mining Pool 100%
  • Peer-to-peer Overlay Networks 100%
  • Adaptive Configuration 100%
  • Eviction Policy 100%
  10 Scopus citations

• Towards scalable, secure, and smart mission-critical IoT systems: review and vision

  Guo, X., Han, S., Hu, X. S., Jiao, X., Jin, Y., Kong, F. & Lemmon, M., Sep 30 2021, Proceedings - 2021 International Conference on Embedded Software, EMSOFT 2021. Association for Computing Machinery, Inc, p. 1-10 10 p. (Proceedings - 2021 International Conference on Embedded Software, EMSOFT 2021).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Mission-critical Internet of Things 100%
  • Energy Transportation 50%
  • Device Heterogeneity 50%
  • Artificial Intelligence Learning 50%
  • Full-hardware 50%
  7 Scopus citations

• Towards video streaming analysis and sharing for multi-device interaction with lightweight DNNs

  Huang, Y., Zhao, H., Qiao, X., Tang, J. & Liu, L., May 10 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 9488846. (Proceedings - IEEE INFOCOM; vol. 2021-May).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Device Interaction 100%
  • Streaming Analysis 100%
  • Lightweight DNN 100%
  • Visual Odometry 66%
  • Framework Interaction 33%
  8 Scopus citations

• Understanding autism: The power of EEG harnessed by prototypical learning

  Salekin, A. & Russo, N., May 18 2021, MCPS 2021 - Proceedings of the 2021 Medical Cyber Physical Systems and Internet of Medical Things. Association for Computing Machinery, Inc, p. 12-16 5 p. (MCPS 2021 - Proceedings of the 2021 Medical Cyber Physical Systems and Internet of Medical Things).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Prototypical Learning 100%
  • Autism Spectrum Disorder 100%
  • Electroencephalography 100%
  • Pervasive Developmental Disorder 100%
  • Few-Shot Learning 50%
  4 Scopus citations

• WEIGHTED AVERAGE PRECISION: ADVERSARIAL EXAMPLE DETECTION FOR VISUAL PERCEPTION OF AUTONOMOUS VEHICLES

  Chai, W., Lu, Y. & Velipasalar, S., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 804-808 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Metrics 100%
  • Similarities 100%
  • Detection Algorithm 100%
  • Autonomous System 100%
  • Research Work 100%
  3 Scopus citations
• 2020

  aBBRate: Automating BBR attack exploration using a model-based approach

  Peterson, A., Jero, S., Hoque, E., Choffnes, D. & Nita-Rotaru, C., 2020, RAID 2020 Proceedings - 23rd International Symposium on Research in Attacks, Intrusions and Defenses. USENIX Association, p. 225-240 16 p. (RAID 2020 Proceedings - 23rd International Symposium on Research in Attacks, Intrusions and Defenses).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Congestion Control 100%
  • Sending Rate 50%
  • Observing Network 50%
  • Linux TCP 50%
  • Fuzzer 50%
  3 Scopus citations

• Abstracting Faceted Execution

  Micinski, K., Darais, D. & Gilray, T., Jun 2020, Proceedings - 2020 IEEE 33rd Computer Security Foundations Symposium, CSF 2020. IEEE Computer Society, p. 184-198 15 p. 9155136. (Proceedings - IEEE Computer Security Foundations Symposium; vol. 2020-June).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Security Labels 100%
  • Dynamic Information Flow Control 100%
  • Information Flow Control 100%
  • Static Mechanism 50%
  • Runtime Checking 50%
  2 Scopus citations

• Accelerating Block-Circulant Matrix-Based Neural Network Layer on a General Purpose Computing Platform: A Design Guideline

  Pugdeethosapol, K., Jin, Z., Rider, D. & Qiu, Q., 2020, Advances in Information and Communication - Proceedings of the 2020 Future of Information and Communication Conference FICC. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 419-435 17 p. (Advances in Intelligent Systems and Computing; vol. 1130 AISC).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Design Guideline 100%
  • Layer Network 100%
  • Circulant 100%
  • Layer Neural Network 100%
  • General-purpose Computing 100%

• A Cost-Benefit Analysis to Achieve Command and Control (C2) Link Connectivity for beyond Visual Line of Sight (BVLOS) Operations

  Zhong, C., Zhao, Z., Luo, C., Cenk Gursoy, M., Qiu, Q., Caicedo, C., Basti, F. & Solomon, A., Sep 2020, 2020 Integrated Communications Navigation and Surveillance Conference, ICNS 2020. Institute of Electrical and Electronics Engineers Inc., 9222956. (Integrated Communications, Navigation and Surveillance Conference, ICNS; vol. 2020-September).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Link Connectivity 100%
  • Beyond Visual Line of Sight (BVLOS) 100%
  • Benefit Cost Analysis 100%
  • Commercial Aviation 50%
  • Communication Service 33%
  6 Scopus citations

• A Deep Q-Learning Approach for GPU Task Scheduling

  Luley, R. S. & Qiu, Q., Sep 22 2020, 2020 IEEE High Performance Extreme Computing Conference, HPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9286238. (2020 IEEE High Performance Extreme Computing Conference, HPEC 2020).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Unit Task 100%
  • Resource Configuration 25%
  • Task Characteristics 25%
  • Concurrent Kernel Execution 25%
  • High Resource Utilization 25%
  1 Scopus citations

• Adversarial Jamming Attacks on Deep Reinforcement Learning Based Dynamic Multichannel Access

  Zhong, C., Wang, F., Gursoy, M. C. & Velipasalar, S., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9120770. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2020-May).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Deep Reinforcement Learning 100%
  • Attack Strategy 66%
  • Machine Learning 66%
  • Adversarial Policies 66%
  • Wireless Communication 33%
  22 Scopus citations

• A formal security analysis of ZigBee (1.0 and 3.0)

  Li, L., Podder, P. & Hoque, E., Sep 21 2020, Proceedings of the 7th Symposium on Hot Topics in the Science of Security, HotSoS 2020. Association for Computing Machinery, p. 101-111 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Formal Security Analysis 100%
  • zigbee 100%
  • ZigBee Specification 25%
  • Zigbee Specification 25%
  • Aggressive Competition 12%
  1 Scopus citations

• Age-energy tradeoff in fading channels with packet-based transmissions

  Huang, H., Qiao, D. & Gursoy, M. C., Jul 2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020. Institute of Electrical and Electronics Engineers Inc., p. 323-328 6 p. 9163020. (IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Transmissions 100%
  • Energy Engineering 100%
  • Fading Channel 100%
  • Energy Efficiency 100%
  • Markov Decision Process 100%
  17 Scopus citations

• A Multi-Modal Approach for Driver Gaze Prediction to Remove Identity Bias

  Yu, Z., Huang, X., Zhang, X., Shen, H., Li, Q., Deng, W., Tang, J., Yang, Y. & Ye, J., Oct 21 2020, ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction. Association for Computing Machinery, Inc, p. 768-776 9 p. (ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Identity Bias 100%
  • Driver Attention 100%
  • Gaze Prediction 100%
  • Advanced Driver Assistance System 100%
  • Geometric Normalization 100%
  13 Scopus citations

• A New Method for Tuning Transistor-Based Non-Foster Negative Impedance Circuits for Low-Frequency Antennas

  Salama, D., Lee, J. K. & Schuman, H. K., Jul 5 2020, 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, IEEECONF 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1945-1946 2 p. 9330073. (2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, IEEECONF 2020 - Proceedings).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Non-Foster 100%
  • Low Frequency Antenna 100%
  • Load Impedance 100%
  2 Scopus citations

• An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices

  Ma, X., Niu, W., Zhang, T., Liu, S., Lin, S., Li, H., Wen, W., Chen, X., Tang, J., Ma, K., Ren, B. & Wang, Y., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 629-645 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12358 LNCS).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Real-time Inference 100%
  • Accuracy Enhancement 16%
  • On-device 16%
  • Extraction Patterns 16%
  • Pattern-aware 16%
  13 Scopus citations

• An observational investigation of reverse engineers' processes

  Votipka, D., Rabin, S. M., Micinski, K., Foster, J. S. & Mazurek, M. M., 2020, Proceedings of the 29th USENIX Security Symposium. USENIX Association, p. 1875-1892 18 p. (Proceedings of the 29th USENIX Security Symposium).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Reverse Engineering Tools 100%
  • Static Method 49%
  • Analyze Phase 29%
  • Developer Tool 29%
  • Mental Representation 29%
  45 Scopus citations

• Anomaly Detection under Controlled Sensing Using Actor-Critic Reinforcement Learning

  Joseph, G., Gursoy, M. C. & Varshney, P. K., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154275. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Anomaly Detection 100%
  • Anomalous Events 100%
  • Confidence Level 100%
  • Sensor Measurement 100%
  • Statistical Dependence 100%
  10 Scopus citations

• A real-time actor-critic architecture for continuous control

  Jiao, Z. & Oh, J., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 545-556 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Actor-critic Architecture 100%
  • Control Delay 100%
  • Continuous Action 20%
  • Agent Learning 20%
  • Practical Potential 20%

• Authentication by Mapping Keystrokes to Music: The Melody of Typing

  Belman, A. K., Paul, T., Wang, L., Iyengar, S. S., Śniatała, P., Jin, Z., Phoha, V. V., Vainio, S. & Roning, J., Jan 2020, 2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020. Institute of Electrical and Electronics Engineers Inc., 9073125. (2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  Open Access

  • Interpretability 100%
  • Rhythm 100%
  • Sound Analysis 33%
  • Music Features 33%
  • Music Elements 33%
  4 Scopus citations

• AutoCompress: An automatic DNN structured pruning framework for ultra-high compression rates

  Liu, N., Ma, X., Xu, Z., Wang, Y., Tang, J. & Ye, J., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI Press, p. 4876-4883 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Actual Parameter 100%
  • Actual Measurement 100%
  • Inference Speed 66%
  • Automatic Model 66%
  • Guided Search 66%
  130 Scopus citations

• Automatic Image Labeling with Click Supervision on Aerial Images

  Pugdeethosapol, K., Bishop, M., Bowen, D. & Qiu, Q., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207363. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Prediction Model 100%
  • Aerial Image 100%
  • Image Labeling 100%
  • Object Detection 50%
  • Online Learning 50%
  2 Scopus citations

• Capacitive Cloaking Technique for Antenna Elements in Multi-Band Array Environments

  Jang, T., Sundararajan, N., Bamford, L., Wayton, E. C. & Lee, J. K., Jul 5 2020, 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, IEEECONF 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1891-1892 2 p. 9329794. (2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, IEEECONF 2020 - Proceedings).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Simulation Result 100%
  • Antenna Arrays 100%
  • Antenna Element 100%
  • Design Technique 100%
  • Base Station Antenna 100%
  2 Scopus citations

• CFM: A Consistency Filtering Mechanism for Road Damage Detection

  Pei, Z., Lin, R., Zhang, X., Shen, H., Tang, J. & Yang, Y., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5584-5591 8 p. 9377911. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Filtering Mechanism 100%
  • Road Detection 100%
  • Filtration 100%
  • Damage Detection 100%
  • Road 100%
  20 Scopus citations

• Characterizing the Evolution of Communities on Reddit

  Mensah, H., Xiao, L. & Soundarajan, S., Jul 22 2020, 11th International Conference on Social Media and Society: Diverse Voices - Promises and Perils of Social Media for Diversity, SMSociety 2020. Gruzd, A., Mai, P., Recuero, R., Hernandez-Garcia, A., Sian Lee, C., Cook, J., Hodson, J., McEwan, B. & Hopke, J. (eds.). Association for Computing Machinery, p. 58-64 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Communities in Social Networks 100%
  • Interaction Dynamic 100%
  8 Scopus citations

• Classification of Threat Level in Typing Activity Through Keystroke Dynamics

  Belman, A. K., Sridhara, S. & Phoha, V. V., Jan 2020, 2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020. Institute of Electrical and Electronics Engineers Inc., 9073079. (2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020).

  Research output: Chapter in Book/Entry/Poem › Conference contribution

  • Straightforward Approach 100%
  • System Intrusion 100%
  • Lower Type 25%
  3 Scopus citations