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2020

A Linux in unikernel clothing

Kuo, H. C., Williams, D., Koller, R. & Mohan, S., Apr 15 2020, Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020. Association for Computing Machinery, Inc, (Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020).

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

Open Access

A Physics-Motivated DNN for X-Ray CT Scatter Correction

Iskender, B. & Bresler, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 609-613 5 p. 9098512. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

Atomicity checking in linear time using vector clocks

Mathur, U. & Viswanathan, M., Mar 9 2020, ASPLOS 2020 - 25th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 183-199 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

AutoDNNchip: An automated DNN chip predictor and builder for both FPGAs and ASICs

Xu, P., Zhang, X., Hao, C., Zhao, Y., Zhang, Y., Wang, Y., Li, C., Guan, Z., Chen, D. & Lin, Y., Feb 23 2020, FPGA 2020 - 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 40-50 11 p. (FPGA 2020 - 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays).

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

Open Access

Bloom Filter Based Low-Latency Provenance Embedding Schemes in Wireless Networks

Harshan, J., Vithalkar, A., Jhunjhunwala, N., Kabra, M., Manav, P. & Hu, Y. C., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9120640. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2020-May).

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

Challenges in quantifying an adversary’s cyber access to critical infrastructures

Nicol, D. M., Jan 1 2020, Critical Information Infrastructures Security - 14th International Conference, CRITIS 2019, Revised Selected Papers. Nadjm-Tehrani, S. (ed.). Springer, p. 18-28 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11777 LNCS).

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

Collective Multi-type Entity Alignment between Knowledge Graphs

Zhu, Q., Wei, H., Sisman, B., Zheng, D., Faloutsos, C., Dong, X. L. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2241-2252 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

CrossWeigh: Training named entity tagger from imperfect annotations

Wang, Z., Shang, J., Liu, L., Lu, L., Liu, J. & Han, J., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 5154-5163 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

Deciding Differential Privacy for Programs with Finite Inputs and Outputs

Barthe, G., Chadha, R., Jagannath, V., Sistla, A. P. & Viswanathan, M., Jul 8 2020, Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2020. Association for Computing Machinery, p. 141-154 14 p. 3394796. (ACM International Conference Proceeding Series).

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

Discriminative Topic Mining via Category-Name Guided Text Embedding

Meng, Y., Huang, J., Wang, G., Wang, Z., Zhang, C., Zhang, Y. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2121-2132 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

DLbricks: Composable benchmark generation to reduce deep learning benchmarking effort on CPUs

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Apr 20 2020, ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 202-209 8 p. (ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering).

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

Open Access

Efficient contextualized representation: Language model pruning for sequence labeling

Liu, L., Ren, X., Shang, J., Gu, X., Peng, J. & Han, J., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1215-1225 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

Elastic cuckoo page tables: Rethinking virtual memory translation for parallelism

Skarlatos, D., Kokolis, A., Xu, T. & Torrellas, J., Mar 9 2020, ASPLOS 2020 - 25th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 1093-1108 16 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

Generating Representative Headlines for News Stories

Gu, X., Mao, Y., Han, J., Liu, J., Wu, Y., Yu, C., Finnie, D., Yu, H., Zhai, J. & Zukoski, N., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 1773-1784 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion

Huang, J., Xie, Y., Meng, Y., Shen, J., Zhang, Y. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2188-2198 11 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

Hierarchical text classification with reinforced label assignment

Mao, Y., Tian, J., Han, J. & Ren, X., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 445-455 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

Improving style transfer with calibrated metrics

Yeh, M. C., Tang, S., Bhattad, A., Zou, C. & Forsyth, D., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 3149-3157 9 p. 9093351. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

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

InF-VAE: A variational autoencoder framework to integrate homophily and influence in diffusion prediction

Sankar, A., Zhang, X., Krishnan, A. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 510-518 9 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

KeyRAM: A 0.34 uJ/decision 18 k decisions/s Recurrent Attention In-memory Processor for Keyword Spotting

Dbouk, H., Gonugondla, S. K., Sakr, C. & Shanbhag, N. R., Mar 2020, 2020 IEEE Custom Integrated Circuits Conference, CICC 2020. Institute of Electrical and Electronics Engineers Inc., 9075923. (Proceedings of the Custom Integrated Circuits Conference; vol. 2020-March).

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

Learning named entity tagger using domain-specific dictionary

Shang, J., Liu, L., Gu, X., Ren, X., Ren, T. & Han, J., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2054-2064 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

Multi-agent safety verification using symmetry transformations

Sibai, H., Mokhlesi, N., Fan, C. & Mitra, S., Jan 1 2020, Tools and Algorithms for the Construction and Analysis of Systems- 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Proceedings, Part I. Biere, A. & Parker, D. (eds.). Springer, p. 173-190 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12078 LNCS).

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

Open Access

NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network

Shang, J., Zhang, X., Liu, L., Li, S. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 1908-1919 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

On convex relaxation-based distribution locational marginal prices

Winnicki, A., Ndrio, M. & Bose, S., Feb 2020, 2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020. Institute of Electrical and Electronics Engineers Inc., 9087752. (2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020).

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

Paper2repo: GitHub Repository Recommendation for Academic Papers

Shao, H., Sun, D., Wu, J., Zhang, Z., Zhang, A., Yao, S., Liu, S., Wang, T., Zhang, C. & Abdelzaher, T., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 629-639 11 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

Pare: A paper-reviewer matching approach using a common topic space

Anjum, O., Gong, H., Bhat, S., Xiong, J. & Hwu, W. M., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 518-528 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

Precise Virtual Time Advancement for Network Emulation

Babu, V. & Nicol, D., Jun 15 2020, SIGSIM-PADS 2020 - Proceedings of the 2020 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. Association for Computing Machinery, Inc, p. 175-186 12 p. (SIGSIM-PADS 2020 - Proceedings of the 2020 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation).

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

Open Access

Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical Variables

Saboo, K., Hu, C., Varatharajah, Y., Vemuri, P. & Iyer, R., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1326-1330 5 p. 9098511. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

Relation learning on social networks with multi-modal graph edge variational autoencoders

Yang, C., Zhang, J., Wang, H., Li, S., Kim, M., Walker, M., Xiao, Y. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 699-707 9 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

Reliability-aware dynamic feature composition for name tagging

Lin, Y., Liu, L., Ji, H., Yu, D. & Han, J., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 165-174 10 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

Scalable validation of binary lifters

Dasgupta, S., Dinesh, S., Venkatesh, D., Adve, V. S. & Fletcher, C. W., Jun 11 2020, PLDI 2020 - Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation. Donaldson, A. F. & Torlak, E. (eds.). Association for Computing Machinery, p. 655-671 17 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

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

Open Access

SemRegex: A semantics-based approach for generating regular expressions from natural language specifications

Zhong, Z., Guo, J., Yang, W., Peng, J., Xie, T., Lou, J. G., Liu, T. & Zhang, D., 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1608-1618 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

Set the Configuration for the Heart of the OS: On the Practicality of Operating System Kernel Debloating

Kuo, H. C., Chen, J., Mohan, S. & Xu, T., Jun 8 2020, SIGMETRICS Performance 2020 - Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 87-88 2 p. (SIGMETRICS Performance 2020 - Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems).

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

Open Access

SLSGD: Secure and Efficient Distributed On-device Machine Learning

Xie, C., Koyejo, O. & Gupta, I., Jan 1 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer, p. 213-228 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11907 LNAI).

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

Supporting multimedia designers: Towards more effective design tools

Bailey, B. P., Konstan, J. A. & Carlis, J. V., Jan 1 2020, Multimedia Modeling: Modeling Multimedia Information and Systems, MMM 2001. Rutledge, L. & Bulterman, D. C. A. (eds.). Centrum voor Wiskunde en Informatica (CWI), p. 267-286 20 p. (Multimedia Modeling: Modeling Multimedia Information and Systems, MMM 2001).

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

TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network

Shen, J., Shen, Z., Xiong, C., Wang, C., Wang, K. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 486-497 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

Thanos: High-Performance CPU-GPU Based Balanced Graph Partitioning Using Cross-Decomposition

Kim, D. H., Nagi, R. & Chen, D., Jan 2020, ASP-DAC 2020 - 25th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 91-96 6 p. 9045588. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2020-January).

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

The Complexity of Dynamic Data Race Prediction

Mathur, U., Pavlogiannis, A. & Viswanathan, M., Jul 8 2020, Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2020. Association for Computing Machinery, p. 713-727 15 p. 3394783. (ACM International Conference Proceeding Series).

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

The design and implementation of the wolfram language compiler

Dakkak, A., Wickham-Jones, T. & Hwu, W. M., Feb 22 2020, CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization. Mars, J., Tang, L., Xue, J. & Wu, P. (eds.). Association for Computing Machinery, Inc, p. 212-228 17 p. (CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization).

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

Open Access

The impacts of patients' sentiment trajectory features on their willingness to share in online support groups

Lin, Y. W., Ahsen, M. E., Shaw, M. J. & Seshadri, S., Jan 1 2020, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

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

Untangling Header Bidding Lore: Some Myths, Some Truths, and Some Hope

Aqeel, W., Bhattacherjee, D., Chandrasekaran, B., Godfrey, P. B., Laughlin, G., Maggs, B. & Singla, A., 2020, Passive and Active Measurement - 21st International Conference, PAM 2020, Proceedings. Sperotto, A., Dainotti, A. & Stiller, B. (eds.). Springer, p. 280-297 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12048 LNCS).

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

User-Guided Clustering in Heterogeneous Information Networks via Motif-Based Comprehensive Transcription

Shi, Y., He, X., Zhang, N., Yang, C. & Han, J., 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer, p. 361-377 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11906 LNAI).

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

Using Deep Convolutional LSTM Networks for Learning Spatiotemporal Features

Courtney, L. & Sreenivas, R., Jan 1 2020, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 307-320 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12047 LNCS).

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

Valve: Securing Function Workflows on Serverless Computing Platforms

Datta, P., Kumar, P., Morris, T., Grace, M., Rahmati, A. & Bates, A., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 939-950 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access

You Sank My Battleship! A Case Study to Evaluate State Channels as a Scaling Solution for Cryptocurrencies

McCorry, P., Buckland, C., Bakshi, S., Wüst, K. & Miller, A., Jan 1 2020, Financial Cryptography and Data Security - FC 2019 International Workshops, VOTING and WTSC, Revised Selected Papers. Bracciali, A., Clark, J., Pintore, F., Rønne, P. B. & Sala, M. (eds.). Springer, p. 35-49 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11599 LNCS).

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

‘If you agree with me, do i trust you?’: An examination of human-agent trust from a psychological perspective

Huang, H. Y., Twidale, M. & Bashir, M., Jan 1 2020, Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference IntelliSys Volume 2. Bi, Y., Bhatia, R. & Kapoor, S. (eds.). Springer-Verlag Berlin Heidelberg, p. 994-1013 20 p. (Advances in Intelligent Systems and Computing; vol. 1038).

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

“Seeking Privacy Makes Me Feel Bad?”: An Exploratory Study Examining Emotional Impact on Use of Privacy-Enhancing Features

Huang, H. Y. & Bashir, M., 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. 600-617 18 p. (Advances in Intelligent Systems and Computing; vol. 1129 AISC).

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

2019

(Invited) cross-layer resilience: Challenges, insights, and the road ahead

Cheng, E., Mueller-Gritschneder, D., Abraham, J., Bose, P., Buyuktosunoglu, A., Chen, D., Cho, H., Li, Y., Sharif, U., Skadron, K., Stan, M., Schlichtmann, U. & Mitra, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a198. (Proceedings - Design Automation Conference).

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

Accelerating distributed reinforcement learning with in-switch computing

Li, Y., Liu, I. J., Yuan, Y., Chen, D., Schwing, A. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 279-291 13 p. (Proceedings - International Symposium on Computer Architecture).

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

Accelerating reduction and scan using tensor core units

Dakkak, A., Li, C., Xiong, J., Gelado, I. & Hwu, W. M., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 46-57 12 p. (Proceedings of the International Conference on Supercomputing).

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

Accelerating sparse deep neural networks on FPGAs

Huang, S., Pearson, C., Nagi, R., Xiong, J., Chen, D. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916419. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

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