Computer Science and Engineering

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  • 2021

    Cost-Effective Knowledge Graph Reasoning for Complex Factoid Questions

    Yang, X., Chiang, M. F., Lee, W. C. & Chang, Y., 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/Report/Conference proceeding › Conference contribution

  • Crossbar based Processing in Memory Accelerator Architecture for Graph Convolutional Networks

    Challapalle, N., Swaminathan, K., Chandramoorthy, N. & Narayanan, V., 2021, 2021 40th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2021-November).

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

    23 Scopus citations

  • Cross-language sentence selection via data augmentation and rationale training

    Chen, Y., Kedzie, C., Nair, S., Galušcáková, P., Zhang, R., Oard, D. W. & McKeown, K., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3881-3895 15 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference; vol. 1).

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

    Open Access
    6 Scopus citations

  • Cross-Lingual Training of Dense Retrievers for Document Retrieval

    Shi, P., Zhang, R., Bai, H. & Lin, J., 2021, MRL 2021 - 1st Workshop on Multilingual Representation Learning, Proceedings of the Conference. Ataman, D., Birch, A., Conneau, A., Firat, O., Ruder, S. & Sahin, G. G. (eds.). Association for Computational Linguistics (ACL), p. 251-253 3 p. (MRL 2021 - 1st Workshop on Multilingual Representation Learning, Proceedings of the Conference).

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

    Open Access
    9 Scopus citations

  • Cross-Platform Performance Evaluation of Stateful Serverless Workflows

    Shahidi, N., Gunasekaran, J. R. & Kandemir, M. T., 2021, Proceedings - 2021 IEEE International Symposium on Workload Characterization, IISWC 2021. Institute of Electrical and Electronics Engineers Inc., p. 63-73 11 p. (Proceedings - 2021 IEEE International Symposium on Workload Characterization, IISWC 2021).

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

    10 Scopus citations

  • DART: Open-Domain Structured Data Record to Text Generation

    Nan, L., Radev, D., Zhang, R., Rau, A., Sivaprasad, A., Hsieh, C., Tang, X., Vyas, A., Verma, N., Krishna, P., Liu, Y., Irwanto, N., Pan, J., Rahman, F., Zaidi, A., Mutuma, M., Tarabar, Y., Gupta, A., Yu, T. & Tan, Y. C. & 4 others, Lin, X. V., Xiong, C., Socher, R. & Rajani, N. F., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 432-447 16 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

    Open Access
    96 Scopus citations

  • Deep Learning, Grammar Transfer, and Transportation Theory

    Zhang, K., Wang, Q. & Lee Giles, C., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 609-623 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12458 LNAI).

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

  • Deep Learning Video Analytics on Edge Computing Devices

    Tan, T. & Cao, G., Jul 6 2021, 2021 18th IEEE International Conference on Sensing, Communication and Networking, SECON 2021. IEEE Computer Society, 9491614. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2021-July).

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

    17 Scopus citations

  • Design space for scaling-in general purpose computing within the DDR DRAM hierarchy for map-reduce workloads

    Rai, S. B., Sivasubramaniam, A., Kumar, A., Rengasamy, P. V., Narayanan, V., Akel, A. & Eilert, S., May 11 2021, Proceedings of the 18th ACM International Conference on Computing Frontiers 2021, CF 2021. Association for Computing Machinery, Inc, p. 113-123 11 p. (Proceedings of the 18th ACM International Conference on Computing Frontiers 2021, CF 2021).

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

    4 Scopus citations

  • Distance-in-time versus distance-in-space

    Kandemir, M. T., Tang, X., Zhao, H., Ryoo, J. & Karakoy, M., Jun 18 2021, PLDI 2021 - Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation. Freund, S. N. & Yahav, E. (eds.). Association for Computing Machinery, p. 665-680 16 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

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

    Open Access
    1 Scopus citations

  • DOCNLI: A Large-scale Dataset for Document-level Natural Language Inference

    Yin, W., Radev, D. & Xiong, C., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 4913-4922 10 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

    Open Access
    60 Scopus citations

  • Document Domain Randomization for Deep Learning Document Layout Extraction

    Ling, M., Chen, J., Möller, T., Isenberg, P., Isenberg, T., Sedlmair, M., Laramee, R. S., Shen, H. W., Wu, J. & Giles, C. L., 2021, Document Analysis and Recognition - ICDAR 2021 - 16th International Conference, Proceedings. Lladós, J., Lopresti, D. & Uchida, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 497-513 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12821 LNCS).

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

    3 Scopus citations

  • DPGen: Automated Program Synthesis for Differential Privacy

    Wang, Y., DIng, Z., Xiao, Y., Kifer, D. & Zhang, D., Nov 12 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 393-411 19 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

    Open Access
    9 Scopus citations

  • Entropy Decay in the Swendsen Wang Dynamics on Zd

    Blanca, A., Caputo, P., Parisi, D., Sinclair, A. & Vigoda, E., Jun 15 2021, STOC 2021 - Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. Khuller, S. & Williams, V. V. (eds.). Association for Computing Machinery, p. 1551-1564 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

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

    14 Scopus citations

  • Extraction and Evaluation of Statistical Information from Social and Behavioral Science Papers

    Teja Lanka, S. S., Rajtmajer, S., Wu, J. & Giles, C. L., Jun 2021, The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 426-430 5 p. (The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021).

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

    4 Scopus citations

  • Extractive Research Slide Generation Using Windowed Labeling Ranking

    Sefid, A., Wu, J., Mitra, P. & Giles, C. L., 2021, 2nd Workshop on Scholarly Document Processing, SDP 2021 - Proceedings of the Workshop. Beltagy, I., Cohan, A., Feigenblat, G., Freitag, D., Ghosal, T., Hall, K., Herrmannova, D., Knoth, P., Lo, K., Mayr, P., Patton, R. M., Shmueli-Scheuer, M., de Waard, A., Wang, K. & Wang, L. L. (eds.). Association for Computational Linguistics (ACL), p. 91-96 6 p. (2nd Workshop on Scholarly Document Processing, SDP 2021 - Proceedings of the Workshop).

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

    4 Scopus citations

  • Ferroelectric-based Accelerators for Computationally Hard Problems

    Bashar, M. K., Vaidya, J., Surya Kanthi, R. S., Lee, C., Shi, F., Narayanan, V. & Shukla, N., Jun 22 2021, GLSVLSI 2021 - Proceedings of the 2021 Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 485-489 5 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

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

    3 Scopus citations

  • Fine-grained Program Partitioning for Security

    Huang, Z., Jaeger, T. & Tan, G., Apr 26 2021, EuroSec 2021 - Proceedings of the 14th European Workshop on Systems. Association for Computing Machinery, Inc, p. 21-26 6 p. (EuroSec 2021 - Proceedings of the 14th European Workshop on Systems).

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

    7 Scopus citations

  • Fluid: A framework for approximate concurrency via controlled dependency relaxation

    Jiang, H., Zhang, H., Tang, X., Govindaraj, V., Sampson, J., Kandemir, M. T. & Zhang, D., Jun 18 2021, PLDI 2021 - Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation. Freund, S. N. & Yahav, E. (eds.). Association for Computing Machinery, p. 252-267 16 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

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

  • FPRA: A Fine-grained Parallel RRAM Architecture

    Liu, X., Zhou, M., Ausavarungnirun, R., Eilert, S., Akel, A., Rosing, T., Narayanan, V. & Zhao, J., Jul 26 2021, 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021. Institute of Electrical and Electronics Engineers Inc., 9502474. (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2021-July).

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

    1 Scopus citations

  • Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors

    Singh, S., Sarma, A., Lu, S., Sengupta, A., Narayanan, V. & Das, C. R., Jul 26 2021, 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021. Institute of Electrical and Electronics Engineers Inc., 9502506. (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2021-July).

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

    13 Scopus citations

  • Ghost Thread: Effective User-Space Cache Side Channel Protection

    Brotzman, R., Zhang, D., Kandemir, M. & Tan, G., Apr 26 2021, CODASPY 2021 - Proceedings of the 11th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 233-244 12 p. (CODASPY 2021 - Proceedings of the 11th ACM Conference on Data and Application Security and Privacy).

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

    Open Access
    8 Scopus citations

  • GSSA: A Resource Allocation Scheme Customized for 3D NAND SSDs

    Liu, C. Y., Lee, Y., Choi, W., Jung, M., Kandemir, M. T. & Das, C., Feb 2021, Proceeding - 27th IEEE International Symposium on High Performance Computer Architecture, HPCA 2021. IEEE Computer Society, p. 426-439 14 p. 9407188. (Proceedings - International Symposium on High-Performance Computer Architecture; vol. 2021-February).

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

    17 Scopus citations

  • GYAN: Accelerating Bioinformatics Tools in Galaxy with GPU-Aware Computation Mapping

    Gudukbay, G., Gunasekaran, J. R., Feng, Y., Kandemir, M. T., Nekrutenko, A., Das, C. R., Medvedev, P., Gruning, B., Coraor, N., Roach, N. & Afgan, E., Jun 2021, 2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021. Institute of Electrical and Electronics Engineers Inc., p. 194-203 10 p. 9460606. (2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021).

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

    4 Scopus citations

  • HoloAR: On-the-fly optimization of 3D holographic processing for augmented reality

    Zhao, S., Zhang, H., Mishra, C. S., Bhuyan, S., Ying, Z., Kandemir, M. T., Sivasubramaniam, A. & Das, C. R., Oct 18 2021, MICRO 2021 - 54th Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 494-506 13 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

    19 Scopus citations

  • HoneyModels: Machine Learning Honeypots

    Abdou, A., Sheatsley, R., Beugin, Y., Shipp, T. & McDaniel, P., 2021, MILCOM 2021 - 2021 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 886-891 6 p. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2021-November).

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

  • Increasing GPU translation reach by leveraging under-utilized on-chip resources

    Kotra, J. B., LeBeane, M., Kandemir, M. T. & Loh, G. H., Oct 18 2021, MICRO 2021 - 54th Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 1169-1181 13 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

    11 Scopus citations

  • Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System

    Xia, C., Yin, W., Feng, Y. & Yu, P., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1351-1360 10 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

    Open Access
    34 Scopus citations

  • Influence maximization based on dynamic personal perception in knowledge graph

    Teng, Y. W., Shi, Y., Tai, C. H., Yang, D. N., Lee, W. C. & Chen, M. S., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 1488-1499 12 p. 9458854. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

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

    10 Scopus citations

  • ITOP: Automating counterfeit object-oriented programming attacks

    Muntean, P., Viehoever, R., Lin, Z., Tan, G., Grossklags, J. & Eckert, C., Oct 6 2021, Proceedings of 2021 24th International Symposium on Research in Attacks, Intrusions and Defenses, RAID 2021. Association for Computing Machinery, p. 162-176 15 p. (ACM International Conference Proceeding Series).

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

    2 Scopus citations

  • Kraken: Adaptive container provisioning for deploying dynamic DAGs in serverless platforms

    Bhasi, V. M., Gunasekaran, J. R., Thinakaran, P., Mishra, C. S., Kandemir, M. T. & Das, C., Nov 1 2021, SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing. Association for Computing Machinery, Inc, p. 153-167 15 p. (SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing).

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

    Open Access
    66 Scopus citations

  • Learning Clause Representation from Dependency-Anchor Graph for Connective Prediction

    Gao, Y., Huang, T. H. & Passonneau, R. J., 2021, TextGraphs 2021 - Graph-Based Methods for Natural Language Processing, Proceedings of the 15th Workshop - in conjunction with the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL 2021. Panchenko, A., Malliaros, F. D., Logacheva, V., Jana, A., Ustalov, D. & Jansen, P. (eds.). Association for Computational Linguistics (ACL), p. 54-66 13 p. (TextGraphs 2021 - Graph-Based Methods for Natural Language Processing, Proceedings of the 15th Workshop - in conjunction with the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL 2021).

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

    1 Scopus citations

  • Learning to Synthesize Data for Semantic Parsing

    Wang, B., Yin, W., Lin, X. V. & Xiong, C., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2760-2766 7 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

    Open Access
    25 Scopus citations

  • LoGAN: Latent graph co-attention network for weakly-supervised video moment retrieval

    Tan, R., Xu, H., Saenko, K. & Plummer, B. A., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 2082-2091 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

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

    Open Access
    65 Scopus citations

  • Logic-Consistency Text Generation from Semantic Parses

    Shu, C., Zhang, Y., Dong, X., Shi, P., Yu, T. & Zhang, R., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 4414-4426 13 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

    Open Access
    24 Scopus citations

  • M2MON: Building an MMIO-based security reference monitor for unmanned vehicles

    Khan, A., Kim, H., Lee, B., Xu, D., Bianchi, A. & Tian, D., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 285-302 18 p. (Proceedings of the 30th USENIX Security Symposium).

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

    24 Scopus citations

  • Math Multiple Choice Question Solving and Distractor Generation with Attentional GRU Networks

    Dave, N., Bakes, R., Pursel, B. & Giles, C. L., 2021, Proceedings of the 14th International Conference on Educational Data Mining, EDM 2021. Hsiao, I.-H., Sahebi, S., Bouchet, F. & Vie, J.-J. (eds.). International Educational Data Mining Society, p. 422-430 9 p. (Proceedings of the 14th International Conference on Educational Data Mining, EDM 2021).

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

    6 Scopus citations

  • MazeRunner: Evaluating the Attack Surface of Control-Flow Integrity Policies

    Zeng, D., Niu, B. & Tan, G., 2021, Proceedings - 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2021. Zhao, L., Kumar, N., Hsu, R. C. & Zou, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 810-821 12 p. (Proceedings - 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2021).

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

    3 Scopus citations

  • Measuring Tissue Elastic Properties Using Physics Based Neural Networks

    Mallampati, A. & Almekkawy, M., 2021, LAUS 2021 - 2021 IEEE UFFC Latin America Ultrasonics Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., (LAUS 2021 - 2021 IEEE UFFC Latin America Ultrasonics Symposium, Proceedings).

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

    11 Scopus citations

  • Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning

    Chen, Y., Liu, Z., Xu, H., Darrell, T. & Wang, X., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 9042-9051 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    Open Access
    335 Scopus citations

  • Meta-learning with an Adaptive Task Scheduler

    Yao, H., Wang, Y., Wei, Y., Zhao, P., Mahdavi, M., Lian, D. & Finn, C., 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. 7497-7509 13 p. (Advances in Neural Information Processing Systems; vol. 9).

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

    33 Scopus citations

  • Metastable failures in distributed systems

    Bronson, N., Aghayev, A., Charapko, A. & Zhu, T., Jun 1 2021, HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems. Association for Computing Machinery, Inc, p. 221-227 7 p. (HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems).

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

    Open Access
    21 Scopus citations

  • Mix and Match: Reorganizing Tasks for Enhancing Data Locality

    Tang, X., Kandemir, M. T. & Karakoy, M., May 31 2021, SIGMETRICS 2021 - Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 47-48 2 p. (SIGMETRICS 2021 - Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems).

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

  • Morphable Convolutional Neural Network for Biomedical Image Segmentation

    Jiang, H., Sarma, A., Fan, M., Ryoo, J., Arunachalam, M., Naveen, S. & Kandemir, M. T., Feb 1 2021, Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021. Institute of Electrical and Electronics Engineers Inc., p. 1522-1525 4 p. 9474153. (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2021-February).

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

    1 Scopus citations

  • NeuroPose: 3D hand pose tracking using EMG wearables

    Liu, Y., Zhang, S. & Gowda, M., Jun 3 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 1471-1482 12 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

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

    Open Access
    63 Scopus citations

  • Omnilayout: Room layout reconstruction from indoor spherical panoramas

    Rao, S., Kumar, V., Kifer, D., Giles, C. L. & Mali, A., Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. IEEE Computer Society, p. 3701-3710 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

    Open Access
    8 Scopus citations

  • On merits and viability of multi-cloud serverless

    Baarzi, A. F., Kesidis, G., Joe-Wong, C. & Shahrad, M., Nov 1 2021, SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing. Association for Computing Machinery, Inc, p. 600-608 9 p. (SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing).

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

    Open Access
    25 Scopus citations

  • On Provable Benefits of Depth in Training Graph Convolutional Networks

    Cong, W., Ramezani, M. & Mahdavi, M., 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. 9936-9949 14 p. (Advances in Neural Information Processing Systems; vol. 12).

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

    57 Scopus citations

  • On the Robustness of Domain Constraints

    Sheatsley, R., Hoak, B., Pauley, E., Beugin, Y., Weisman, M. J. & McDaniel, P., Nov 12 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 495-515 21 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

    Open Access
    21 Scopus citations

  • Origin: Enabling On-Device Intelligence for Human Activity Recognition Using Energy Harvesting Wireless Sensor Networks

    Mishra, C. S., Sampson, J., Kandemir, M. T. & Narayanan, V., Feb 1 2021, Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021. Institute of Electrical and Electronics Engineers Inc., p. 1414-1419 6 p. 9474017. (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2021-February).

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

    11 Scopus citations