Computer Science and Engineering

Research output

Research output per year 1980 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 211950 Citations
• 182 h-index
• 3035 Conference contribution
• 1472 Article
• 327 Conference article
• 249 Paper
• 279 More
  • 121 Editorial
  • 105 Chapter
  • 27 Review article
  • 10 Letter
  • 9 Comment/debate
  • 5 Short survey
  • 1 Book
  • 1 Foreword/postscript

Research output per year

Research output per year

Search results

• 2022

  Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems

  Mahdavinia, P., Deng, Y., Li, H. & Mahdavi, M., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

• To PIM or Not for Emerging General Purpose Processing in DDR Memory Systems

  Devic, A., Rai, S. B., Sivasubramaniam, A., Akel, A., Eilert, S. & Eno, J., Jun 18 2022, ISCA 2022 - Proceedings of the 49th Annual International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 231-244 14 p. (Proceedings - International Symposium on Computer Architecture).

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

  • Computer systems 100%
  • Data storage equipment 69%
  • Reduced instruction set computing 35%
  • Computer hardware 25%
  • Engines 18%
  18 Scopus citations

• Toward Cleansing Backdoored Neural Networks in Federated Learning

  Wu, C., Yang, X., Zhu, S. & Mitra, P., 2022, Proceedings - 2022 IEEE 42nd International Conference on Distributed Computing Systems, ICDCS 2022. Institute of Electrical and Electronics Engineers Inc., p. 820-830 11 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2022-July).

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

  Open Access

  • Neurons 100%
  • Neural networks 65%
  • Learning systems 36%
  • Tuning 28%
  • Experiments 12%
  4 Scopus citations

• Towards a General-Purpose Dynamic Information Flow Policy

  Li, P. & Zhang, D., 2022, Proceedings - 2022 IEEE 35th Computer Security Foundations Symposium, CSF 2022. IEEE Computer Society, p. 260-275 16 p. (Proceedings - IEEE Computer Security Foundations Symposium; vol. 2022-August).

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

  Open Access

  • Semantics 100%
  • Specification languages 83%

• Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity

  Maeng, K., Lu, H., Melis, L., Nguyen, J., Rabbat, M. & Wu, C. J., Sep 12 2022, RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 156-167 12 p. (RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems).

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

  • Recommender systems 100%
  • Data privacy 51%
  • Machine learning 36%
  9 Scopus citations

• Towards Practical Oblivious Join

  Chang, Z., Xie, D., Wang, S. & Li, F., Jun 10 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 803-817 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Random access storage 100%
  • Cryptography 25%
  • Industry 13%
  9 Scopus citations

• Ultrasound Super Resolution using Vision Transformer with Convolution Projection Operation

  Liu, X. & Almekkawy, M., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • transformers 100%
  • convolution integrals 98%
  • projection 75%
  • microscopy 26%
  • lakes 25%
  7 Scopus citations

• wCQ: A FastWait-Free Queue with Bounded Memory Usage

  Nikolaev, R. & Ravindran, B., Jul 11 2022, SPAA 2022 - Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 307-319 13 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

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

  Open Access

  • Queue 100%
  • Data storage equipment 61%
  • Wait-free 46%
  • Performance 34%
  • Design 27%
  3 Scopus citations

• Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions

  Li, Z., He, L. & Xu, H., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 567-584 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13670 LNCS).

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

  Open Access

  • Labels 100%
  • Semantics 26%
  • Vision 17%
  • Experiments 13%
  • Hierarchy 13%
  10 Scopus citations

• WGSUniFrac: Applying UniFrac Metric to Whole Genome Shotgun Data

  Wei, W. & Koslicki, D., Sep 1 2022, 22nd International Workshop on Algorithms in Bioinformatics, WABI 2022. Boucher, C. & Rahmann, S. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 15. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 242).

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

  • Genomics 100%
  • Phylogeny 27%
  • Experiments 6%
  2 Scopus citations

• Worker Selection for On-Demand Crowdsourcing

  Tan, T., Wu, Y., Liu, Z. & Cao, G., 2022, ICCCN 2022 - 31st International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2022-July).

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

  • Crowdsourcing 100%
  • Video on demand 26%
  • Costs 24%
  • Approximation algorithms 22%
  • Broadcasting 21%
• 2021

  A Backdoor Attack against 3D Point Cloud Classifiers

  Xiang, Z., Miller, D. J., Chen, S., Li, X. & Kesidis, G., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 7577-7587 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  • Classifiers 100%
  • Detectors 24%
  • Geometry 9%
  • Sensors 8%
  45 Scopus citations

• ABCD: A graph framework to convert complex sentences to a covering set of simple sentences

  Gao, Y., Huang, T. H. & Passonneau, R. J., 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. 3919-3931 13 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).

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

  • Complex Sentences 99%
  • Set Covering 97%
  • Graph 75%
  • Convert 74%
  • Parsing 58%
  8 Scopus citations

• A Combination of Deep Neural Networks and Physics to Solve the Inverse Problem of Burger's Equation

  Alkhadhr, S. & Almekkawy, M., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 4465-4468 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • erbulozole 100%
  • Physics 77%
  • Inverse problems 68%
  • Deep neural networks 61%
  • Partial differential equations 49%
  7 Scopus citations

• A large-scale exploration of terms of service documents on the web

  Sundareswara, S. N., Srinath, M., Wilson, S. & Lee Giles, C., Aug 16 2021, DocEng 2021 - Proceedings of the 2021 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, 3474940. (DocEng 2021 - Proceedings of the 2021 ACM Symposium on Document Engineering).

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

  • Websites 100%
  • Industry 14%
  • Availability 11%
  5 Scopus citations

• A linear-time n_0.4-approximation for longest common subsequence

  Bringmann, K. & Das, D., Jul 1 2021, 48th International Colloquium on Automata, Languages, and Programming, ICALP 2021. Bansal, N., Merelli, E. & Worrell, J. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 39. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 198).

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

  • Approximation algorithms 100%
  • Sun 62%
  3 Scopus citations

• A More Realistic AC-QSS Cascading Failure Model with Decentralized UVLS and Centralized RAS

  Gharebaghi, S., Vennelaganti, S. G., Chaudhuri, N. R., He, T. & Porta, T. L., 2021, 2021 IEEE Power and Energy Society General Meeting, PESGM 2021. IEEE Computer Society, (IEEE Power and Energy Society General Meeting; vol. 2021-July).

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

  • Bellows 85%

• Analyzing the Overhead of File Protection by Linux Security Modules

  Zhang, W., Liu, P. & Jaeger, T., May 24 2021, ASIA CCS 2021 - Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security. Association for Computing Machinery, Inc, p. 393-406 14 p. (ASIA CCS 2021 - Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security).

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

  • Linux 100%
  • Hooks 83%
  • Static analysis 10%
  • Linear regression 9%
  • Data storage equipment 5%
  8 Scopus citations

• An Empirical Analysis of Recurrent Learning Algorithms in Neural Lossy Image Compression Systems

  Mali, A., Ororbia, A. G., Kifer, D. & Giles, C. L., Mar 2021, Proceedings - DCC 2021: 2021 Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 356 1 p. 9418720. (Data Compression Conference Proceedings; vol. 2021-March).

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

• An Exploratory Study on Long Dialogue Summarization: What Works and What's Next

  Zhang, Y., Ni, A., Yu, T., Zhang, R., Zhu, C., Deb, B., Celikyilmaz, A., Awadallah, A. H. & Radev, D., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). Association for Computational Linguistics (ACL), p. 4426-4433 8 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

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

  • Summarization 100%
  • dialogue 49%
  • Salient Information 14%
  • News Articles 12%
  • information capture 12%
  27 Scopus citations

• An optimal separation of randomized and Quantum query complexity

  Sherstov, A. A., Storozhenko, A. A. & Wu, P., 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. 1289-1302 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

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

  Open Access
  9 Scopus citations

• An Uncertainty Principle is a Price of Privacy-Preserving Microdata

  Abowd, J., Ashmead, R., Cumings-Menon, R., Garfinkel, S., Kifer, D., Leclerc, P., Sexton, W., Simpson, A., Task, C. & Zhuravlev, P., 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. 11883-11895 13 p. (Advances in Neural Information Processing Systems; vol. 15).

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

  • Uncertainty 100%
  8 Scopus citations

• Approximate Trace Reconstruction via Median String (In Average-Case)

  Chakraborty, D., Das, D. & Krauthgamer, R., Dec 1 2021, 41st IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, FSTTCS 2021. Bojanczyk, M. & Chekuri, C. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 11. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 213).

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

  • Dynamic programming 100%
  4 Scopus citations

• Approximating the median under the Ulam metric

  Chakraborty, D., Das, D. & Krauthgamer, R., 2021, ACM-SIAM Symposium on Discrete Algorithms, SODA 2021. Marx, D. (ed.). Association for Computing Machinery, p. 761-775 15 p. (Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms).

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

  • Approximation algorithms 100%
  • Metric 61%
  • Strings 55%
  • NP-hard 44%
  • Permutation 42%
  8 Scopus citations

• Arterial Wall Motion Estimation in Carotid Artery Using Deep Learning with Extended Kalman Filter

  Bharawdaj, S. & Almekkawy, M., 2021, 2021 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2021 - Proceedings).

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

  • Deep Learning 100%
  • carotid arteries 90%
  • Motion estimation 76%
  • Extended Kalman filters 76%
  • Carotid Arteries 71%

• A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading

  Li, Z., Tomar, Y. & Passonneau, R. J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 6030-6040 11 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Grading 100%
  • Semantics 75%
  • Students 43%
  • Education 24%
  • Data Augmentation 23%
  12 Scopus citations

• Attack resilience of cache replacement policies

  Xie, T., He, T., McDaniel, P. & Nambiar, N., May 10 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 9488697. (Proceedings - IEEE INFOCOM; vol. 2021-May).

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

  • Transistor transistor logic circuits 100%
  • Denial-of-service attack 82%
  • Computer networks 74%
  • Communication 36%
  5 Scopus citations

• Author Homepage Discovery in CiteSeerX

  Patel, K., Caragea, C., Caragea, D. & Giles, C. L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15146-15155 10 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17A).

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

  • Digital libraries 100%
  • Search engines 55%
  • Classifiers 38%
  • Seed 28%
  • Labeling 26%
  1 Scopus citations

• Automated Assessment of Quality and Coverage of Ideas in Students’ Source-Based Writing

  Gao, Y. & Passonneau, R. J., 2021, Artificial Intelligence in Education - 22nd International Conference, AIED 2021, Proceedings. Roll, I., McNamara, D., Sosnovsky, S., Luckin, R. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 465-470 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12749 LNAI).

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

  • Higher Education 100%
  • Coverage 88%
  • Students 66%
  • Decompose 38%
  • Natural Language 38%
  1 Scopus citations

• BATCHMIXUP: Improving Training by Interpolating Hidden States of the Entire Mini-batch

  Yin, W., Wang, H., Qu, J. & 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. 4908-4912 5 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

  • model learning 100%
  • Learning Model 80%
  • Natural Language Processing (NLP) 76%
  • random sample 68%
  • performance 66%
  13 Scopus citations

• Bohemia - A Validator for Parser Frameworks

  Paranjpe, A. & Tan, G., May 2021, Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021. Institute of Electrical and Electronics Engineers Inc., p. 162-170 9 p. 9474320. (Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021).

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

  • Integration testing 81%
  • Stress Test 74%
  • Grammar 74%
  • Toolkit 63%
  • Crash 59%
  1 Scopus citations

• Brief announcement: Crystalline: Fast and memory efficient wait-free reclamation

  Nikolaev, R. & Ravindran, B., Oct 1 2021, 35th International Symposium on Distributed Computing, DISC 2021. Gilbert, S. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 60. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 209).

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

  • Reclamation 100%
  • Crystalline materials 78%
  • Data storage equipment 45%
  • Scalability 10%
  • Throughput 8%
  6 Scopus citations

• Budget-Constrained Reinforcement of SCADA for Cascade Mitigation

  Farhadi, V., Vennelaganti, S. G., He, T., Chaudhuri, N. R. & Porta, T. L., Jul 2021, 30th International Conference on Computer Communications and Networks, ICCCN 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2021-July).

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

  Open Access

  • Carrier communication 100%
  • Reinforcement 76%
  • Electric power systems 60%
  • Telecommunication links 43%
  • Microwave links 36%
  3 Scopus citations

• Building an Accessible, Usable, Scalable, and Sustainable Service for Scholarly Big Data

  Wu, J., Rohatgi, S., Reddy Keesara, S. R., Chhay, J., Kuo, K., Menon, A. M., Parsons, S., Urgaonkar, B. & Giles, C. L., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 141-152 12 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

  • Sustainable Service 100%
  • Big Data 69%
  • Big data 62%
  • Digital Libraries 40%
  • Digital libraries 36%
  2 Scopus citations

• CAPE: A Content-Addressable Processing Engine

  Caminal, H., Yang, K., Srinivasa, S., Ramanathan, A. K., Al-Hawaj, K., Wu, T., Narayanan, V., Batten, C. & Martinez, J. F., Feb 2021, Proceeding - 27th IEEE International Symposium on High Performance Computer Architecture, HPCA 2021. IEEE Computer Society, p. 557-569 13 p. 9407239. (Proceedings - International Symposium on High-Performance Computer Architecture; vol. 2021-February).

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

  • Memory architecture 100%
  • Engines 77%
  • In situ processing 70%
  • Associative storage 55%
  • Reduced instruction set computing 50%
  13 Scopus citations

• CASH: A credit aware scheduling for public cloud platforms

  Sharma, A., Dhakshinamurthyy, S., Kesidis, G. & Das, C. R., May 2021, Proceedings - 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021. Lefevre, L., Patterson, S., Lee, Y. C., Shen, H., Ilager, S., Goudarzi, M., Toosi, A. N. & Buyya, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 227-236 10 p. (Proceedings - 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021).

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

  Open Access

  • Credit 100%
  • Scheduling 72%
  • Computer hardware 61%
  • Program processors 59%
  • Hadoop 57%
  4 Scopus citations

• ChartReader: Automatic Parsing of Bar-Plots

  Rane, C., Subramanya, S. M., Endluri, D. S., Wu, J. & Giles, C. L., 2021, Proceedings - 2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science, IRI 2021. Institute of Electrical and Electronics Engineers Inc., p. 318-325 8 p. (Proceedings - 2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science, IRI 2021).

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

  • Graph 100%
  • Charts 46%
  • Process engineering 42%
  • Heuristic methods 40%
  • Process Engineering 36%
  9 Scopus citations

• CINES: Explore Citation Network and Event Sequences for Citation Forecasting

  He, F., Lee, W. C., Fu, T. Y. & Lei, Z., Jul 11 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 798-807 10 p. 3462903. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  Open Access

  • Decoding 100%
  2 Scopus citations

• Compiler support for near data computing

  Kandemir, M. T., Ryoo, J., Tang, X. & Karakoy, M., Feb 17 2021, PPoPP 2021 - Proceedings of the 2021 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 90-104 15 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

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

  Open Access

  • Computer hardware 100%
  9 Scopus citations

• 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

  • Computational efficiency 100%
  • Message passing 55%
  • Linguistics 48%
  • Costs 39%
  • Semantics 35%

• 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

  • Particle accelerators 100%
  • Data storage equipment 60%
  • Molecular interactions 21%
  • Graph structures 17%
  • Navigation systems 13%
  15 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).

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

  • Cross-language 100%
  • Data Augmentation 97%
  • Augmentation 91%
  • Training 77%
  • English People 52%
  5 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

  • Language Transfer 100%
  • English People 90%
  • Ranking 64%
  • ranking 55%
  • Annotation 32%
  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

  • Workload 38%
  • Machine Learning 37%
  • Latency 36%
  • Durables 30%
  • Scalability 23%
  6 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

  • Semantics 100%
  • Ontology 41%
  82 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

  • Grammar 100%
  • Learning 84%
  • Deep learning 83%
  • Artificial intelligence 81%
  • Recurrent neural networks 64%

• 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

  • Edge computing 100%
  • Convolutional neural networks 74%
  • Deep learning 72%
  • Scheduling algorithms 34%
  • Mobile computing 29%
  8 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

  • Dynamic random access storage 100%
  • Core levels 23%
  • Computer hardware 16%
  • Data Analytics 15%
  • Electric sparks 14%
  3 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

  • Network-on-chip 100%
  • Cache memory 57%
  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

  • Natural Language Processing (NLP) 100%
  • Natural Language 84%
  • Inference 73%
  • Granularity 49%
  • Tuning 40%
  50 Scopus citations