Computing and Augmented Intelligence, School of (IAFSE-SCAI)

Research output

Research output per year 1970 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2023

• 4418 Conference contribution
• 3736 Article
• 345 Editorial
• 317 Chapter
• 564 More
  • 203 Conference article
  • 141 Review article
  • 101 Paper
  • 57 Comment/debate
  • 33 Book
  • 8 Letter
  • 6 Other contribution
  • 5 Foreword/postscript
  • 5 Short survey
  • 3 Poster
  • 2 Patent

Research output per year

Research output per year

Search results

• 2023

  Adaptive Collective Responses to Local Stimuli in Anonymous Dynamic Networks

  Oh, S., Randall, D. & Richa, A. W., Jun 1 2023, 2nd Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2023. Doty, D. & Spirakis, P. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 6. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 257).

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

  • Adaptive algorithms 100%
  • Switches 35%
  • Communication 25%

• A Holistic Curriculum Towards Teaching Smart Home Security

  Wang, F., Xu, K. & Xue, G., Mar 6 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 1284 1 p. (SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education; vol. 2).

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

  Open Access

  • Curricula 100%
  • Teaching 84%
  • Students 70%
  • curriculum 52%
  • traffic 46%
  1 Scopus citations

• A Two-tier Shared Embedding Method for Review-based Recommender Systems

  Yang, Z., Liu, J., Li, T., Wu, D., Yang, S. & Liu, H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2928-2938 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  Open Access

  • Recommender Systems 100%
  • Homophily 87%
  • Multiple Use 12%
  • Individual Preferences 10%
  • Resources 6%

• Contrastive Meta-Learning for Few-shot Node Classification

  Wang, S., Tan, Z., Liu, H. & Li, J., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2386-2397 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  Open Access

  • Labels 100%
  • Experiments 20%
  2 Scopus citations

• EdGCon: Auto-assigner of Iconicity Ratings Grounded by Lexical Properties to Aid in Generation of Technical Gestures

  Hossain, S., Kamboj, P., Maity, A., Azuma, T., Banerjee, A. & Gupta, S., Mar 27 2023, Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, SAC 2023. Association for Computing Machinery, p. 3-10 8 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • Audition 100%
  • Websites 77%
  • Internet 61%
  1 Scopus citations

• Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning

  Ding, K., Wang, Y., Yang, Y. & Liu, H., Jun 27 2023, AAAI-23 Technical Tracks 6. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 7378-7386 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  • Semantics 100%
  • Neural networks 88%
  • Learning algorithms 40%
  • Experiments 17%
  7 Scopus citations

• Fairness-Aware Clique-Preserving Spectral Clustering of Temporal Graphs

  Fu, D., Zhou, D., MacIejewski, R., Croitoru, A., Boyd, M. & He, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 3755-3765 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

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

  Open Access

  • Clustering algorithms 100%
  • Topology 74%
  • Experiments 39%
  4 Scopus citations

• HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer

  Ding, K., Chen, T., Chi, E. H., Liang, A. J., Wang, R., Liu, H., Perrozi, B., Hong, L. & Cheng, D. Z., Jul 19 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2062-2066 5 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  Open Access

  • Message passing 100%
  • Information retrieval 90%
  • Deep learning 83%
  • Experiments 33%
  2 Scopus citations

• Invited Paper: Asynchronous Deterministic Leader Election in Three-Dimensional Programmable Matter

  Briones, J. L., Chhabra, T., Daymude, J. J. & Richa, A. W., Jan 4 2023, ICDCN 2023 - Proceedings of the 24th International Conference on Distributed Computing and Networking. Association for Computing Machinery, p. 38-47 10 p. (ACM International Conference Proceeding Series).

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

  • Modular robots 100%
  • Concurrency control 91%
  • Parallel algorithms 65%
  • Physical properties 62%
  • Robotics 52%
  1 Scopus citations

• Learning Strong Graph Neural Networks with Weak Information

  Liu, Y., Ding, K., Wang, J., Lee, V., Liu, H. & Pan, S., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1559-1571 13 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Neural networks 100%
  • Labels 35%
  • Semantics 28%
  • Experiments 14%
  11 Scopus citations

• RetSpill: Igniting User-Controlled Data to Burn Away Linux Kernel Protections

  Zeng, K., Lin, Z., Lu, K., Xing, X., Wang, R., Doupé, A., Shoshitaishvili, Y. & Bao, T., Nov 15 2023, CCS 2023 - Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, Inc, p. 3093-3107 15 p. (CCS 2023 - Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security).

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

  • Linux 100%
  • Flow control 92%
  • Regain 43%
  • Hazardous materials spills 40%
  • Switches 23%

• Socially Responsible Machine Learning: A Causal Perspective

  Moraffah, R., Karimi, A. H., Raglin, A. & Liu, H., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5819-5820 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Machine learning 100%
  • Learning algorithms 28%
  • Social sciences 21%
  • Taxonomies 17%
  • Lenses 17%

• stableKanren: Integrating Stable Model Semantics with miniKanren

  Guo, X., Smith, J. & Bansal, A., Oct 22 2023, Proceedings of the 25th International Symposium on Principles and Practice of Declarative Programming, PPDP 2023 - As part of the ACM SIGPLAN conference on Systems, Programming, Languages, and Applications: Software for Humanity, SPLASH 2023, including LOPSTR 2023. Association for Computing Machinery, 5. (ACM International Conference Proceeding Series).

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

  • Macros 100%
  • Semantics 75%
  • Functional programming 48%
  • Logic programming 43%
  • Pattern matching 41%

• STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction

  Sheth, P., Mosallanezhad, A., Ding, K., Shah, R., Sabo, J., Liu, H. & Candan, K. S., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4815-4821 7 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Watershed 100%
  • Reinforcement Learning 93%
  • Prediction 60%
  • Water Quality 57%
  • River Basin 54%

• Trust-aware planning: Modeling trust evolution in iterated human-robot interaction

  Zahedi, Z., Verma, M., Sreedharan, S. & Kambhampati, S., Mar 13 2023, HRI 2023 - Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 281-289 9 p. (ACM/IEEE International Conference on Human-Robot Interaction).

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

  • Human robot interaction 100%
  • Robots 55%
  • Planning 54%
  • Supervisory personnel 16%
  • Monitoring 8%
  4 Scopus citations

• Virtual Node Tuning for Few-shot Node Classification

  Tan, Z., Guo, R., Ding, K. & Liu, H., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2177-2188 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Labels 100%
  • Tuning 91%
  1 Scopus citations
• 2022

  A COGNITIVE PERSPECTIVE ON SUBJECTIVE AND OBJECTIVE DIAGNOSTIC IMAGE QUALITY MODELS

  Caviedes, J., Patel, B. K., Gutzwiller, R., Li, B., Bhat, R. & Chhabra, S., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 246-250 5 p. (Proceedings - International Conference on Image Processing, ICIP).

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

  • Image quality 100%
  • Mammography 34%
  • Text mining 31%
  • Image acquisition 30%
  • Imaging techniques 20%

• A Flash-based Current-mode IC to Realize Quantized Neural Networks

  Scott, K. R., Lee, C. Y., Khatri, S. P. & Vrudhula, S., 2022, Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1029-1034 6 p. (Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022).

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

  • Flash 100%
  • Neural Networks 62%
  • Latency 57%
  • Architecture 48%
  • Design 41%
  4 Scopus citations

• Agora: Introducing the Internet's Opinion to Traditional Stock Analysis and Prediction

  Rao, J., Ramaraju, V., Smith, J. & Bansal, A., 2022, Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 147-150 4 p. (Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022).

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

  • Agora 100%
  • Prediction 45%
  • Internet 38%
  • World Wide Web 37%
  • Logistic regression 17%
  2 Scopus citations

• A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets

  Chowdhury, K., Meduri, V. V. & Sarwat, M., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 2426-2439 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

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

  • Machine learning 100%
  • Geographical regions 32%
  • Data reduction 26%
  • Deep learning 20%
  • Learning algorithms 18%

• Annotating Line Charts for Addressing Deception

  Fan, A., Ma, Y., Mancenido, M. & MacIejewski, R., Apr 29 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 80. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Visualization 100%
  • Experiments 9%
  8 Scopus citations

• A Predicate Construct for Declarative Programming in Imperative Languages

  Smith, J., Guo, X. & Bansal, A., Sep 20 2022, Proceedings of the 24th International Symposium on Principles and Practice of Declarative Programming, PPDP 2022 - Co-located with CLAS 2022 (including LOPSTR 2022). Association for Computing Machinery, 3551379. (ACM International Conference Proceeding Series).

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

  • Logic programming 100%
  • Computer programming 89%
  • Computer programming languages 38%
  • Constraint satisfaction problems 18%
  • Coloring 16%
  1 Scopus citations

• Arbiter: Bridging the Static and Dynamic Divide in Vulnerability Discovery on Binary Programs

  Vadayath, J., Eckert, M., Zeng, K., Weideman, N., Menon, G. P., Fratantonio, Y., Balzarotti, D., Doupé, A., Bao, T., Wang, R., Hauser, C. & Shoshitaishvili, Y., 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. USENIX Association, p. 413-430 18 p. (Proceedings of the 31st USENIX Security Symposium, Security 2022).

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

  • Scalability 100%
  • Binary codes 76%
  • Seed 64%
  • Defects 42%
  6 Scopus citations

• A Sentiment Analysis Based Stock Recommendation System

  Rao, J., Ramaraju, V., Smith, J. & Bansal, A., 2022, Proceedings - 2022 IEEE 5th International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2022. Institute of Electrical and Electronics Engineers Inc., p. 82-89 8 p. (Proceedings - 2022 IEEE 5th International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2022).

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

  • Sentiment analysis 100%
  • Recommender systems 89%
  • Logistic regression 39%
  • Polyethylene glycols 23%
  • Financial markets 21%
  1 Scopus citations

• Attention-based Representation Learning for Time Series with Principal and Residual Space Monitoring

  Wang, B., Tsung, F. & Yan, H., 2022, 2022 IEEE 18th International Conference on Automation Science and Engineering, CASE 2022. IEEE Computer Society, p. 1833-1839 7 p. (IEEE International Conference on Automation Science and Engineering; vol. 2022-August).

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

  • Time series 100%
  • Monitoring 64%
  • Anomaly detection 24%
  • Convolution 22%
  • Fault detection 21%

• ATTRIBUTABLE WATERMARKING OF SPEECH GENERATIVE MODELS

  Cho, Y., Kim, C., Yang, Y. & Ren, Y., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3069-3073 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  • Watermarking 100%
  1 Scopus citations

• Bias Mitigation for Toxicity Detection via Sequential Decisions

  Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. L. & Liu, H., Jul 6 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1750-1760 11 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  • Toxicity 100%
  • Social sciences 35%
  • Markov processes 29%
  • Machine learning 20%
  • Decision making 20%
  5 Scopus citations

• Big-little chiplets for in-memory acceleration of DNNs: A scalable heterogeneous architecture

  Krishnan, G., Goksoy, A. A., Mandal, S. K., Wang, Z., Chakrabarti, C., Seo, J. S., Ogras, U. & Cao, Y., Oct 30 2022, Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., 8. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

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

  • Data storage equipment 100%
  • Bandwidth 51%
  • Graphics processing unit 51%
  • Energy efficiency 43%
  • RRAM 38%
  4 Scopus citations

• Brief Announcement: Foraging in Particle Systems via Self-Induced Phase Changes

  Oh, S., Randall, D. & Richa, A. W., Oct 1 2022, 36th International Symposium on Distributed Computing, DISC 2022. Scheideler, C. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 51. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 246).

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

  • Ising model 100%
  • Statistical Physics 95%
  • Magnetization 75%
  • Phase transitions 65%
  • Communication 31%
  1 Scopus citations

• Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems

  Sheth, P., Liu, T., Doner, D., Deng, Q., Wei, Y., Muenich, R., Sabo, J., Candan, K. S. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5568-5577 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

  • Feature Selection 100%
  • Physical process 77%
  • Water 61%
  • Assessment Tools 55%
  • Soil 55%
  1 Scopus citations

• Causal Disentanglement with Network Information for Debiased Recommendations

  Sheth, P., Guo, R., Ding, K., Cheng, L., Candan, K. S. & Liu, H., 2022, Similarity Search and Applications - 15th International Conference, SISAP 2022, Proceedings. Skopal, T., Lokoč, J., Falchi, F., Sapino, M. L., Bartolini, I. & Patella, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 265-273 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13590 LNCS).

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

  • Recommendations 100%
  • Learning systems 94%
  • Lenses 94%
  • Recommender systems 93%
  • User Preferences 59%
  1 Scopus citations

• Causal mediation analysis with hidden confounders

  Cheng, L., Guo, R. & Liu, H., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 113-122 10 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

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

  Open Access

  • Personnel 100%
  • Deep learning 58%
  4 Scopus citations

• Classifying COVID-19 Related Meta Ads Using Discourse Representation Through a Hypergraph

  Jeong, U., Alghamdi, Z., Ding, K., Cheng, L., Li, B. & Liu, H., 2022, Social, Cultural, and Behavioral Modeling - 15th International Conference, SBP-BRiMS 2022, Proceedings. Thomson, R., Dancy, C. & Pyke, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-45 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13558 LNCS).

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

  • Discourse 100%
  • Hypergraph 71%
  • Health 27%
  • Experiment 13%
  • Interaction 13%
  1 Scopus citations

• Composable Geo-Referenced Multi-Resolution Multi-Agent CA-Based DEVS, KIB, and PDE Models

  Sarjoughian, H. S. & Zhang, C., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2166-2177 12 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).

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

  • Simulation Framework 100%
  • Multiresolution 64%
  • Co-simulation 64%
  • Modelica 34%
  • Multi-agent Model 32%

• Construction Research Congress 2022

  Schneider, V., Grau, D. & Ariaratnam, S. T., 2022, Construction Research Congress 2022: Health and Safety, Workforce, and Education - Selected Papers from Construction Research Congress 2022. Jazizadeh, F., Shealy, T. & Garvin, M. J. (eds.). American Society of Civil Engineers (ASCE), p. 150-159 10 p. (Construction Research Congress 2022: Health and Safety, Workforce, and Education - Selected Papers from Construction Research Congress 2022; vol. 4-D).

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

  • Students 100%
  • Education 68%
  • Social sciences 33%
  1 Scopus citations

• Content Agnostic Game Engineering: Impact of Stealth Assessment and Content Order on Player Engagement

  Verma, V., Craig, S. D., Amresh, A. & Bansal, A., 2022, Proceedings of the Future Technologies Conference, FTC 2021, Volume 3. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 455-470 16 p. (Lecture Notes in Networks and Systems; vol. 360 LNNS).

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

  • Mechanics 100%
  • Cryptography 47%
  • Experiments 20%
  1 Scopus citations

• Context-Auditor: Context-sensitive Content Injection Mitigation

  Kalantari, F., Zaeifi, M., Bao, T., Wang, R., Shoshitaishvili, Y. & Doupé, A., Oct 26 2022, Proceedings of 25th International Symposium on Researchin Attacks, Intrusions and Defenses, RAID 2022. Association for Computing Machinery, p. 431-445 15 p. (ACM International Conference Proceeding Series).

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

  • HTML 100%
  • Servers 59%
  • Switches 59%
  • Throughput 57%
  • Engines 52%
  1 Scopus citations

• Cross-Formalism Decomposition of Devs Coupled Models

  Debuhr, N. J. & Sarjoughian, H. S., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2142-2153 12 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).

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

  • Coupled Model 100%
  • Decomposition 52%
  • Modeling 46%
  • Decompose 46%
  • Portability 29%

• Cumulonimbus: An Incentive Mechanism for Crypto Capital Commitment in Payment Channel Networks^*

  Zhang, Y., Yang, D. & Xue, G., 2022, ICC 2022 - IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., p. 5621-5626 6 p. (IEEE International Conference on Communications; vol. 2022-May).

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

  • Lightning 100%
  • Cryptocurrency 66%
  • Bitcoin 64%
  • Computational efficiency 45%
  • Scalability 37%
  2 Scopus citations

• CyPhyTest: Cyber Physical Interaction Aware Test Case Generation to Identify Operational Changes

  Maity, A., Banerjee, A., Lamrani, I. & Gupta, S. K. S., 2022, Proceedings - 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems, ICPS 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems, ICPS 2022).

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

  • Cyber Physical System 100%
  • Interaction 64%
  • Doping 41%
  • Doping (additives) 33%
  • Cheating 32%
  2 Scopus citations

• DETECTING ANOMALY IN CHEMICAL SENSORS VIA REGULARIZED CONTRASTIVE LEARNING

  Badawi, D., Bassi, I., Ozev, S. & Cetin, A. E., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 86-90 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  • Chemical sensors 100%
  • Sensors 45%
  1 Scopus citations

• DISCO: Comprehensive and Explainable Disinformation Detection

  Fu, D., Ban, Y., Tong, H., MacIejewski, R. & He, J., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4848-4852 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • News 100%
  • Agenda 98%
  • Prediction 97%
  • Leverage 92%
  • Financial Markets 88%
  8 Scopus citations

• Distributional Shift Adaptation using Domain-Specific Features

  Tahir, A., Cheng, L., Guo, R. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5593-5597 5 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

  • Target 100%
  • Invariant 86%
  • Streaming 52%
  • Training Samples 52%
  • Machine Learning 51%
  2 Scopus citations

• Domain Adaptive Fake News Detection via Reinforcement Learning

  Mosallanezhad, A., Karami, M., Shu, K., Mancenido, M. V. & Liu, H., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3632-3640 9 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • Reinforcement learning 100%
  • Labeled data 39%
  • Costs 12%
  • Experiments 11%
  31 Scopus citations

• Early Detection of At-Risk Students in a Calculus Course

  Dileep, A. K., Bansal, A. & Cunningham, J., 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 187-194 8 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

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

  • Students 100%
  • student 33%
  • information system 14%
  • Information systems 13%
  • Machine learning 12%
  1 Scopus citations

• Estimating causal effects of multi-aspect online reviews with multi-modal proxies

  Cheng, L., Guo, R. & Liu, H., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 103-112 10 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

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

  Open Access

  • Industry 100%
  • Feedback 36%
  1 Scopus citations

• Event Extraction for aviation accident reports through attention-based multi-label classification

  Zhao, X., Yan, H. & Liu, Y., 2022, AIAA AVIATION 2022 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA 2022-3831. (AIAA AVIATION 2022 Forum).

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

  • Aircraft accidents 100%
  • Labels 57%
  • Accidents 53%
  • Taxonomies 53%
  • Aviation 32%

• Exploring Edge Machine Learning-based Stress Prediction using Wearable Devices

  Sim, S. H., Paranjpe, T., Roberts, N. & Zhao, M., 2022, Proceedings - 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022. Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1266-1273 8 p. (Proceedings - 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022).

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

  • Wearable technology 100%
  • Machine learning 65%
  • Law enforcement 37%
  • Edge computing 27%
  • Neural networks 13%
  3 Scopus citations

• Exploring Model-based Failure Prediction of Passive Bio-electro-mechanical Implants

  Gulick, D., Jung, Y., Lee, S., Ozev, S. & Christen, J. B., 2022, Proceedings - 2022 IEEE 40th VLSI Test Symposium, VTS 2022. IEEE Computer Society, (Proceedings of the IEEE VLSI Test Symposium; vol. 2022-April).

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

  • Biofouling 100%
  • Electromechanical devices 98%
  • Hydrogels 86%
  • Fluids 85%
  • Flow measurement 77%

• Exploring the Target Distribution for Surrogate-Based Black-Box Attacks

  Moraffah, R., Sheth, P. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1310-1315 6 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

  • Surrogate 100%
  • Black Box 94%
  • Attack 83%
  • Target 70%
  • Deep neural networks 39%