Department of Electrical Engineering & Computer Science

Research Output

2020

3D Capsule Networks for Object Classification with Weight Pruning

Kakillioglu, B., Ren, A., Wang, Y. & Velipasalar, S., Jan 1 2020, In : IEEE Access. 8, p. 27393-27405 13 p., 8984369.

Research output: Contribution to journalArticle

Open Access

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., Jan 1 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/Report/Conference proceedingConference contribution

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/Report/Conference proceedingConference contribution

ANALYSIS OF TIME RESPONSE OF LOSSY MULTICONDUCTOR TRANSMISSION LINE NETWORKS.

Djordjevic, A. R. & Sarkar, T. K., Jan 1 2020, In : IEEE Transactions on Microwave Theory and Techniques. MTT-35, 10, p. 898-908 11 p.

Research output: Contribution to journalArticle

4 Scopus citations

A novel application of levenshtein distance for assessment of high-level motor planning underlying performance during learning of complex motor sequences

Hauge, T. C., Katz, G. E., Davis, G. P., Jaquess, K. J., Reinhard, M. J., Costanzo, M. E., Reggia, J. A. & Gentili, R. J., Apr 2020, In : Journal of Motor Learning and Development. 8, 1, p. 67-86 20 p.

Research output: Contribution to journalArticle

1 Scopus citations

A Probabilistic Cascading Failure Model for Dynamic Operating Conditions

Ma, R., Jin, S., Eftekharnejad, S., Zafarani, R. & Philippe, W. P. J., 2020, In : IEEE Access. 8, p. 61741-61753 13 p., 9050711.

Research output: Contribution to journalArticle

Open Access

Autonomous Selective Parts-Based Tracking

Cornacchia, M. & Velipasalar, S., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 4349-4361 13 p., 8967195.

Research output: Contribution to journalArticle

Colocated MIMO radar waveform optimization with receive beamforming

Zhou, S., Lu, J., Varshney, P. K., Wang, J., Ma, H. & Liu, H., Mar 2020, In : Digital Signal Processing: A Review Journal. 98, 102635.

Research output: Contribution to journalArticle

Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios

Singh, A., Chokkarapu, S. P., Chaudhari, S. & Varshney, P. K., Jan 2020, 2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020. Institute of Electrical and Electronics Engineers Inc., p. 446-451 6 p. 9027401. (2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical component identification under load uncertainty for cascading failure analysis

Gavgani, M. H. & Eftekharnejad, S., Feb 2020, 2020 IEEE Texas Power and Energy Conference, TPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9042564. (2020 IEEE Texas Power and Energy Conference, TPEC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing

Ma, X., Li, Z., Li, H., An, Q., Qiu, Q., Xu, W. & Wang, Y., Jan 2020, ASP-DAC 2020 - 25th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 494-499 6 p. 9045180. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2020-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data-driven solar generation forecast considering temporal characteristics of data

Shi, G. & Eftekharnejad, S., Feb 2020, 2020 IEEE Texas Power and Energy Conference, TPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9042521. (2020 IEEE Texas Power and Energy Conference, TPEC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep Reinforcement Learning Based Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cognitive Communications and Networking.

Research output: Contribution to journalArticle

Defense Strategies Against Adversarial Jamming Attacks via Deep Reinforcement Learning

Wang, F., Zhong, C., Gursoy, M. C. & Velipasalar, S., Mar 2020, 2020 54th Annual Conference on Information Sciences and Systems, CISS 2020. Institute of Electrical and Electronics Engineers Inc., 9086263. (2020 54th Annual Conference on Information Sciences and Systems, CISS 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Distributed Detection of Sparse Signals with Censoring Sensors Via Locally Most Powerful Test

Li, C., Li, G. & Varshney, P. K., Jan 1 2020, In : IEEE Signal Processing Letters. 27, p. 346-350 5 p., 8976280.

Research output: Contribution to journalArticle

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning

Liu, C. H., Ma, X., Gao, X. & Tang, J., Jun 1 2020, In : IEEE Transactions on Mobile Computing. 19, 6, p. 1274-1285 12 p., 8676325.

Research output: Contribution to journalArticle

2 Scopus citations

Distributed sequential detection: Dependent observations and imperfect communication

Zhang, S., Khanduri, P. & Varshney, P. K., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 830-842 13 p., 8911504.

Research output: Contribution to journalArticle

Editorial: Mobile and Ubiquitous Systems: Computing, Networking and Services

Borcea, C., Mao, S. & Tang, J., Apr 1 2020, In : Mobile Networks and Applications. 25, 2, p. 457-458 2 p.

Research output: Contribution to journalEditorial

Open Access

Gibbs Distribution Based Antenna Splitting and User Scheduling in Full Duplex Massive MIMO Systems

Guo, M. & Gursoy, M. C., Apr 2020, In : IEEE Transactions on Vehicular Technology. 69, 4, p. 4508-4515 8 p., 8998300.

Research output: Contribution to journalArticle

1 Scopus citations

Introduction to the Special Section on Learning-Based Modeling, Management, and Control for Computer and Communication Networks

Tang, J., Zheng, R., Akan, O. B. & Zhang, W., Jan 1 2020, In : IEEE Transactions on Network Science and Engineering. 7, 1, p. 153-154 2 p., 9025276.

Research output: Contribution to journalEditorial

IWSPA 2020 chairs' welcome

Khan, L., Mohan, C. K. & Verma, R., Mar 16 2020, In : IWSPA 2020 - Proceedings of the 6th International Workshop on Security and Privacy Analytics. p. III

Research output: Contribution to journalEditorial

Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks

Lin, H. Y., Chen, P. N., Han, Y. S. & Varshney, P. K., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 647-661 15 p., 8952795.

Research output: Contribution to journalArticle

Multiple-source ellipsoidal localization using acoustic energy measurements

Meng, F., Shen, X., Wang, Z., Liu, H., Wang, J., Zhu, Y. & Varshney, P. K., Feb 2020, In : Automatica. 112, 108737.

Research output: Contribution to journalArticle

Node Classification with Bounded Error Rates

Wijegunawardana, P., Gera, R. & Soundarajan, S., Jan 1 2020, Complex Networks XI - Proceedings of the 11th Conference on Complex Networks, CompleNet 2020. Barbosa, H., Menezes, R., Gomez-Gardenes, J., Gonçalves, B., Mangioni, G. & Oliveira, M. (eds.). Springer, p. 26-38 13 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal Power Allocation for Full-Duplex Underwater Relay Networks with Energy Harvesting: A Reinforcement Learning Approach

Wang, R., Yadav, A., Makled, E. A., Dobre, O. A., Zhao, R. & Varshney, P. K., Feb 2020, In : IEEE Wireless Communications Letters. 9, 2, p. 223-227 5 p., 8882231.

Research output: Contribution to journalArticle

Optimization of electric vehicle charging scheduling in urban village networks considering energy arbitrage and distribution cost

Srithapon, C., Ghosh, P., Siritaratiwat, A. & Chatthaworn, R., Jan 1 2020, In : Energies. 13, 2, 349.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Privacy-Preserving Power System Obfuscation: A Bilevel Optimization Approach

Mak, T. W. K., Fioretto, F., Shi, L. & Van Hentenryck, P., Mar 2020, In : IEEE Transactions on Power Systems. 35, 2, p. 1627-1637 11 p., 8854890.

Research output: Contribution to journalArticle

Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems

Geng, B., Brahma, S., Wimalajeewa, T., Varshney, P. K. & Rangaswamy, M., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 1091-1104 14 p., 8976222.

Research output: Contribution to journalArticle

Recovery-based model predictive control for cascade mitigation under cyber-physical attacks

Ma, R., Basumallik, S., Eftekharnejad, S. & Kong, F., Feb 2020, 2020 IEEE Texas Power and Energy Conference, TPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9042584. (2020 IEEE Texas Power and Energy Conference, TPEC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

RESET (re-enter stem through emerging technology): Finding re-entry pathways for women

Rahman, F., Billionniere, E., Brown, Q. & Gates, A. Q., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 173-174 2 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Selection of conventional generation resources for optimal replacement by wind power generations

Philippe, W. P. J., Iannone, E., Eftekharnejad, S. & Ghosh, P. K., Feb 2020, 2020 IEEE Texas Power and Energy Conference, TPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9042520. (2020 IEEE Texas Power and Energy Conference, TPEC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simultaneous Wireless Information and Power Transfer in UAV-assisted Cellular IoT Networks

Wang, X., Gursoy, M. C. & Guvenc, I., Jan 2020, 2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020. Institute of Electrical and Electronics Engineers Inc., 9045325. (2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Throughput Analysis of Low-Latency IoT Systems with QoS Constraints and Finite Blocklength Codes

Hu, Y., Li, Y., Gursoy, M. C., Velipasalar, S. & Schmeink, A., Mar 2020, In : IEEE Transactions on Vehicular Technology. 69, 3, p. 3093-3104 12 p., 8964482.

Research output: Contribution to journalArticle

Tradeoff Between Location Quality and Privacy in Crowdsensing: An Optimization Perspective

Zhang, Y., Li, M., Yang, D., Tang, J., Xue, G. & Xu, J., Apr 2020, In : IEEE Internet of Things Journal. 7, 4, p. 3535-3544 10 p., 8988265.

Research output: Contribution to journalArticle

Transforming the learning experience of non-traditional students in an online cs1 course through peer-instruction

Rahman, F. & Solis, T., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, 1 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

TruzCall: Secure VoIP Calling on Android using ARM TrustZone

Ahlawat, A. & Du, W., Feb 2020, 2020 6th International Conference on Mobile and Secure Services, MOBISECSERV 2020. Urien, P. & Piramuthu, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 9042945. (2020 6th International Conference on Mobile and Secure Services, MOBISECSERV 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two Level Colocation Demand Response with Renewable Energy

Xu, H., Jin, X., Kong, F. & Deng, Q., Jan 1 2020, In : IEEE Transactions on Sustainable Computing. 5, 1, p. 147-159 13 p., 8671720.

Research output: Contribution to journalArticle

Universal hypothesis testing with kernels: Asymptotically optimal tests for goodness of fit

Zhu, S., Chen, B., Yang, P. & Chen, Z., Jan 1 2020.

Research output: Contribution to conferencePaper

Webshapes: Network visualization with 3D shapes

Jin, S., Wituszynski, R., Caiello-Gingold, M. & Zafarani, R., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 837-840 4 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2019

3D Capsule Networks for Object Classification from 3D Model Data

Ahmad, A., Kakillioglu, B. & Velipasalar, S., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2225-2229 5 p. 8645256. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

3D Sensor-Based UAV Localization for Bridge Inspection

Kakillioglu, B., Wang, J., Velipasalar, S., Janani, A. & Koch, E., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1926-1930 5 p. 9048979. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7.5 A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural Network Processor Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1 × Higher TOPS/mm2and 6T HBST-TRAM-Based 2D Data-Reuse Architecture

Yue, J., Liu, R., Sun, W., Yuan, Z., Wang, Z., Tu, Y. N., Chen, Y. J., Ren, A., Wang, Y., Chang, M. F., Li, X., Yang, H. & Liu, Y., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 138-140 3 p. 8662360. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

A Copula-Based Uncertainty Modeling of Wind Power Generation for Probabilistic Power Flow Study

Philippe, W. P. J., Eftekharnejad, S. & Ghosh, P. K., Aug 2019, Proceedings of 2019 the 7th International Conference on Smart Energy Grid Engineering, SEGE 2019. Institute of Electrical and Electronics Engineers Inc., p. 218-222 5 p. 8859746. (Proceedings of 2019 the 7th International Conference on Smart Energy Grid Engineering, SEGE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Actor-critic deep reinforcement learning for dynamic multichannel access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 599-603 5 p. 8646405. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Dec 2019, In : IEEE Transactions on Cognitive Communications and Networking. 5, 4, p. 1125-1139 15 p., 8896945.

Research output: Contribution to journalArticle

1 Scopus citations

A deep recurrent neural network based predictive control framework for reliable distributed stream data processing

Xu, J., Tang, J., Xu, Z., Yin, C., Kwiat, K. & Kamhoua, C., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 262-272 11 p. 8821032. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ADMM-Based decentralized electric vehicle charging with trip duration limits

He, G., Chai, Z., Lu, X., Kong, F. & Sheng, B., Dec 2019, Proceedings - 2019 IEEE 40th Real-Time Systems Symposium, RTSS 2019. Institute of Electrical and Electronics Engineers Inc., p. 107-119 13 p. 9052170. (Proceedings - Real-Time Systems Symposium; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers

Ren, A., Zhang, T., Ye, S., Li, J., Xu, W., Qian, X., Lin, X. & Wang, Y., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 925-938 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Age Minimization for Status Update Systems with Packet Based Transmissions over Fading Channels

Qiao, D. & Gursoy, M. C., Oct 2019, 2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019. Institute of Electrical and Electronics Engineers Inc., 8928078. (2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution