College of Engineering & Computer Science

Research Output

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Conference contribution
2020

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

A configurable healthcare monitoring system

Singh, G., Kallem, S. & Ayyagari, P., 2020, Proceedings of International Conference on IoT Inclusive Life, ICIIL 2019. Dutta, M., Krishna, C. R., Kumar, R. & Kalra, M. (eds.). Springer, p. 183-192 10 p. (Lecture Notes in Networks and Systems; vol. 116).

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

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/Report/Conference proceedingConference contribution

Biomechanical metamaterials fabricated through multiphoton lithography by tailoring 3D buckling

Vangelatos, Z., Grigoropoulos, C. P., Farsari, M., Gu, G., Ma, Z. & Komvopoulos, K., 2020, Laser-Based Micro- and Nanoprocessing XIV. Klotzbach, U., Watanabe, A. & Kling, R. (eds.). SPIE, 1126812. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11268).

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

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/Report/Conference proceedingConference contribution

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/Report/Conference proceedingConference contribution

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

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

DoubleType: Authentication Using Relationship between Typing Behavior on Multiple Devices

Belman, A. K. & Phoha, V. V., Jan 2020, 2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020. Institute of Electrical and Electronics Engineers Inc., 9073616. (2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020).

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

Extending CNN Classification Capabilities Using a Novel Feature to Image Transformation (FIT) Algorithm

Salman, A. S., Salman, O. S. & Katz, G. E., 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 198-213 16 p. (Advances in Intelligent Systems and Computing; vol. 1229 AISC).

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

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

Non-contact Raman spectroscopic pH measurement of cerebrospinal fluid: In vivo rat and perimortem swine models

Fillioe, S., Bishop, K. K., Satalin, J., Blair, S., Peterson, C. M., Nieman, G., Jannini, A. V. S., Kim, J. J. I., McDonough, R., Ortiz, S., Goodisman, J., Hasenwinkel, J. & Chaiken, J., Jan 1 2020, Photonic Diagnosis, Monitoring, Prevention, and Treatment of Infections and Inflammatory Diseases 2020. Dai, T., Popp, J. & Wu, M. X. (eds.). SPIE, 1122308. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11223).

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

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

Reduced chemical kinetic models of C1 - C4 alcohols using the alternate species elimination approach

Zhou, A., Jouzdani, S. & Akih-Kumgeh, B., 2020, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, ICEF 2019. American Society of Mechanical Engineers (ASME), (ASME 2019 Internal Combustion Engine Division Fall Technical Conference, ICEF 2019).

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

RSS-Based Detection of Drones in the Presence of RF Interferers

Sinha, P., Yapici, Y., Guvene, I., Turgut, E. & Cenk Gursoy, M., Jan 2020, 2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020. Institute of Electrical and Electronics Engineers Inc., 9045281. (2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020).

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

SAFE: Similarity-Aware Multi-modal Fake News Detection

Zhou, X., Wu, J. & Zafarani, R., 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E-P., Wong, R. C-W., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Springer, p. 354-367 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12085 LNAI).

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

SGCN: A Graph Sparsifier Based on Graph Convolutional Networks

Li, J., Zhang, T., Tian, H., Jin, S., Fardad, M. & Zafarani, R., 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E-P., Wong, R. C-W., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Springer, p. 275-287 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12084 LNAI).

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

Open Access

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

Supplementing spinning reserves with demand response under wind generation uncertainty

Philippe, W. P. J., Hashemi, M., Zhou, Y., Eftekharnejad, S. & Bangura, A., Feb 2020, 2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020. Institute of Electrical and Electronics Engineers Inc., 9087662. (2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020).

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

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

User-defined and localized cellular alignment using femtosecond laser hydrogel densification

Xiong, Z. & Soman, P., Jan 1 2020, Frontiers in Ultrafast Optics: Biomedical, Scientific, and Industrial Applications XX. Herman, P. R., Meunier, M. & Osellame, R. (eds.). SPIE, 1127009. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11270).

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

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 chemist's view of inflammation in contusion injured spinal cord in a rat model: Noninvasive, noncontact, in vivo Raman spectroscopy minutes to hours after injury

Fillioe, S., Bishop, K. K., Tun, S. H., Dent, P., Deng, B., Peterson, C. M., Goodisman, J., Hasenwinkel, J. M. & Chaiken, J., Jan 1 2019, Photonic Diagnosis and Treatment of Infections and Inflammatory Diseases II. Dai, T., Popp, J. & Wu, M. X. (eds.). SPIE, 108630G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10863).

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

1 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 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

A Finite-Time Stable Observer for Relative Attitude Estimation

Wang, N., Hamrah, R. & Sanyal, A. K., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 7911-7916 6 p. 9029806. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

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

A General Framework to Map Neural Networks onto Neuromorphic Processor

Fang, H., Shrestha, A., Zhao, Z., Wang, Y. & Qiu, Q., Apr 23 2019, Proceedings of the 20th International Symposium on Quality Electronic Design, ISQED 2019. IEEE Computer Society, p. 20-25 6 p. 8697495. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2019-March).

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

1 Scopus citations

An event-driven neuromorphic system with biologically plausible temporal dynamics

Fang, H., Shrestha, A., Zhao, Z., Li, Y. & Qiu, Q., Nov 2019, 2019 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., 8942083. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2019-November).

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

An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM

Yuan, G., Ma, X., Ding, C., Lin, S., Zhang, T., Jalali, Z. S., Zhao, Y., Jiang, L., Soundarajan, S. & Wang, Y., Jul 2019, International Symposium on Low Power Electronics and Design, ISLPED 2019. Institute of Electrical and Electronics Engineers Inc., 8824944. (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2019-July).

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

A PMU-based Fault Location Identification Using Principal Component Analysis

Ma, R. & Eftekharnejad, S., Aug 2019, 2019 IEEE Power and Energy Society General Meeting, PESGM 2019. IEEE Computer Society, 8974013. (IEEE Power and Energy Society General Meeting; vol. 2019-August).

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

Approximating back-propagation for a biologically plausible local learning rule in spiking neural networks

Shrestha, A., Fang, H., Wu, Q. & Qiu, Q., Jul 23 2019, ICONS 2019 - Proceedings of International Conference on Neuromorphic Systems. Association for Computing Machinery, a10. (ACM International Conference Proceeding Series).

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

A secure cyber-manufacturing system augmented by the blockchain

Song, J. & Moon, Y. B., Jan 1 2019, Advanced Manufacturing. American Society of Mechanical Engineers (ASME), (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 2B-2019).

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

1 Scopus citations

A simulation framework for fast design space exploration of unmanned air system traffic management policies

Zhao, Z., Luo, C., Zhao, J., Qiu, Q., Gursoy, M. C., Caicedo, C. & Basti, F., Apr 2019, ICNS 2019 - 2019 Integrated Communications, Navigation and Surveillance Conference: Enabling Future Flight through Evolving ICNS Technologies. Institute of Electrical and Electronics Engineers Inc., 8735348. (Integrated Communications, Navigation and Surveillance Conference, ICNS; vol. 2019-April).

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

A sybil-resistant truth discovery framework for mobile crowdsensing

Lin, J., Yang, D., Wu, K., Tang, J. & Xue, G., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8884822. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

2 Scopus citations

Asynchronous multitask reinforcement learning with dropout for continuous control

Jiao, Z. & Oh, J., Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 529-534 6 p. 8999228. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

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

A System-level Perspective to Understand the Vulnerability of Deep Learning Systems

Liu, T., Xu, N., Liu, Q., Wang, Y. & Wen, W., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 544-549 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

2 Scopus citations