Global Futures Laboratory, Julie Ann Wrigley (GFL)

Scholarly Works

Scholarly Works per year 1980 2019 2020 2021 2022 2023

• 7286 Citations
• 311 Article
• 113 Conference contribution
• 30 Chapter
• 21 Editorial
• 38 More
  • 17 Review article
  • 7 Comment/debate
  • 7 Conference article
  • 4 Paper
  • 2 Short survey
  • 1 Letter

Scholarly Works per year

Scholarly Works per year

Search results

• 2022

  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%

• 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%

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

  Verma, V. & 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%

• 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%
  8 Scopus citations

• Graph few-shot class-incremental learning

  Tan, Z., Ding, K., 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. 987-996 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

  • Electronic commerce 100%
  • Consolidation 90%
  • Recommender systems 86%
  • Artificial intelligence 75%
  • Sampling 60%
  9 Scopus citations

• Graph minimally-supervised learning

  Ding, K., Li, J., Chawla, N. & 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. 1620-1622 3 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

  • Supervised learning 100%
  • Labeled data 55%
  • Molecules 15%
  • Labeling 15%
  • Big data 14%

• Minimizing Robot Navigation Graph for Position-Based Predictability by Humans

  Gopalakrishnan, S. & Kambhampati, S., 2022, International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1604-1606 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

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

  • Navigation 100%
  • Robots 83%
  • Banking 24%
  • Costs 8%

• Modeling the Interplay between Human Trust and Monitoring

  Zahedi, Z., Sreedharan, S., Verma, M. & Kambhampati, S., 2022, HRI 2022 - Proceedings of the 2022 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 1119-1123 5 p. (ACM/IEEE International Conference on Human-Robot Interaction; vol. 2022-March).

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

  • Monitoring 100%
  • Statistical tests 68%
  • Supervisory personnel 67%
  • Statistical Models 53%
  • Automation 45%

• PARAMETRIC MODELING AND ECONOMIC ANALYSIS OF A 2MW_TH3-STREAM SCO₂HEAT EXCHANGER

  Neveu, J., Pryor, O., Cich, S. & Stechel, E., 2022, Supercritical CO2. American Society of Mechanical Engineers (ASME), V009T28A001. (Proceedings of the ASME Turbo Expo; vol. 9).

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

  • Economic analysis 100%
  • Heat exchangers 79%
  • Air 20%
  • Fluids 19%
  • Costs 17%

• Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems

  Kambhampati, S., Sreedharan, S., Verma, M., Zha, Y. & Guan, L., Jun 30 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. Association for the Advancement of Artificial Intelligence, p. 12262-12267 6 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

• "This is Fake! Shared it by Mistake":Assessing the Intent of Fake News Spreaders

  Zhou, X., Shu, K., Phoha, V. V., Liu, H. & Zafarani, R., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3685-3694 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • Spreaders 100%
  • Experiments 8%
  3 Scopus citations

• Toward Hyper-Compact Rotman Lenses: A Meta-Transmission Line Wave-space Design

  Kashyap, B. G., Diaz, R. & Trichopoulos, G. C., 2022, 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 37-38 2 p. (2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings).

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

  • Lenses 100%
  • transmission lines 93%
  • Electric lines 82%
  • lenses 72%
  • linearity 47%
• 2021

  A Comparative Survey: Benchmarking for Pool-based Active Learning

  Zhan, X., Liu, H., Li, Q. & Chan, A. B., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4679-4686 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • Problem-Based Learning 100%
  • Benchmarking 90%
  • Labels 29%
  • Machine learning 25%
  • Learning algorithms 14%
  6 Scopus citations

• Agrivoltaic Modules Co-Designed for Electrical and Crop Productivity

  Honsberg, C. B., Sampson, R., Kostuk, R., Barron-Gafford, G., Bowden, S. & Goodnick, S., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2163-2166 4 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Crops 100%
  • Solar cells 95%
  • Productivity 71%
  • Electricity 66%
  • Incident solar radiation 57%
  3 Scopus citations

• Agrivoltaics Citizen Science: A Model for Collaboration between Engineers and K-12 Schools

  Bowden, S., Jordan, M., Killam, A., Ankrum, J., Anderson, R., Hernandez, D., McBeth, A., McCall, E., Piendl, B., Ramos-Molina, M., Smith, T., Tijerina, L. V., Adams, G. & Cortez, A., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2146-2148 3 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Students 100%
  • Engineers 94%
  • Crops 75%
  • Curricula 70%
  • Monitoring 37%
  2 Scopus citations

• A Simulation-Optimization Approach to Improve the Allocation of Security Screening Resources in Airport Terminal Checkpoints

  Perez, E., Taunton, L. & Sefair, J. A., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

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

  • Simulation-based Optimization 100%
  • Checkpoint 96%
  • Simulation Optimization 89%
  • Screening 66%
  • Airports 60%

• Causal Understanding of Fake News Dissemination on Social Media

  Cheng, L., Guo, R., Shu, K. & Liu, H., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 148-157 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

• CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods

  Sheth, P., Jeong, U., Guo, R., Liu, H. & Selçuk Candan, K., Oct 26 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4789-4793 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Machine Learning 100%
  • Causal Inference 98%
  • Learning Methods 94%
  • Estimator 60%
  • Benchmark 29%
  1 Scopus citations

• Constructing a visualization dashboard to improve educational standards in Arizona legislative districts

  Barrett, J. C., Michael, K., MacIejewski, R. & Tate, L., 2021, Proceedings - 2021 IEEE International Symposium on Society and Technology: Technological Stewardship and Responsible Innovation, ISTAS 2021. Caron, B., Schmitt, K. A., Pearl, Z., Dara, R. & Love, H. A. (eds.). Institute of Electrical and Electronics Engineers Inc., (International Symposium on Technology and Society, Proceedings; vol. 2021-October).

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

  • visualization 100%
  • Education 89%
  • Visualization 81%
  • district 73%
  • Visibility 69%

• Defining Factors That Support or Hinder Commercially Available Augmented Reality (AR) Devices for Construction Communication

  El Kassis, R., Ayer, S. K. & El Asmar, M., 2021, Computing in Civil Engineering 2021 - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2021. Issa, R. R. A. (ed.). American Society of Civil Engineers (ASCE), p. 1302-1310 9 p. (Computing in Civil Engineering 2021 - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2021).

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

  • Augmented reality 100%
  • Communication 48%
  1 Scopus citations

• Electronic Properties of Group-IV SnGe alloy topological quantum materials

  Basnet, R., McCarthy, T. T., Ju, Z., Zhang, Y. H., Yu, S. Q. & Hu, J., 2021, 2021 IEEE Photonics Society Summer Topicals Meeting Series, SUM 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (LEOS Summer Topical Meeting; vol. 2021-July).

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

  • Electronic properties 100%
  • Transport properties 81%
  • Magnetoresistance 51%
  • transport properties 51%
  • Superconductivity 49%
  1 Scopus citations

• Epitaxial lift-off monocrystalline CdTe/MgCdTe double heterostructures and proton radiation study for space applications

  Ding, J., Webster, P. T., Qi, X., Zhao, Y. & Zhang, Y. H., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1213-1216 4 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Heterojunctions 100%
  • Protons 92%
  • Space applications 87%
  • Photoluminescence 62%
  • Radiation 60%

• Evaluating Forecasting, Knowledge, and Visual Analytics

  Lu, Y., Steptoe, M., Buchanan, V. & Maciejewski, R., 2021, Proceedings - 2021 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2021. Institute of Electrical and Electronics Engineers Inc., p. 32-39 8 p. (Proceedings - 2021 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2021).

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

  • Knowledge Bases 100%
  • Machine Learning 93%
  • Machine learning 60%
  1 Scopus citations

• Fact-Enhanced Synthetic News Generation

  Shu, K., Li, Y., Ding, K. & Liu, H., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 13825-13833 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 15).

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

  • Experiments 100%
  7 Scopus citations

• Few-shot network anomaly detection via cross-network meta-learning

  DIng, K., Zhou, Q. & Liu, H., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 2448-2456 9 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

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

  • Anomaly detection 100%
  • Finance 18%
  • Electric network analysis 16%
  • Labeling 15%
  • Learning algorithms 13%
  31 Scopus citations

• Human Arm Stability in Relation to Damping-Defined Mechanical Environments in Physical Interaction with a Robotic Arm

  Zahedi, F. & Lee, H., 2021, 2021 IEEE International Conference on Robotics and Automation, ICRA 2021. Institute of Electrical and Electronics Engineers Inc., p. 13997-14003 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).

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

  • Robotic arms 100%
  • Damping 63%
  • Robotics 42%
  • Human robot interaction 32%
  • Manipulators 12%
  2 Scopus citations

• Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change

  Choi, T., Pyenson, B., Liebig, J. & Pavlic, T. P., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15286-15292 7 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17B).

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

  • Data description 100%
  • Video recording 22%
  • Time series analysis 22%
  • Gene expression 19%
  • Phase transitions 18%
  3 Scopus citations

• Improving cyberbullying detection with user interaction

  Ge, S., Cheng, L. & Liu, H., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 496-506 11 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

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

  • Neural networks 100%
  12 Scopus citations

• Interpolation of scientific image databases

  Kinner, E. G., Lukasczyk, J., Rogers, D. H., Maciejewski, R. & Garth, C., Apr 1 2021, 2nd International Conference of the DFG International Research Training Group 2057 - Physical Modeling for Virtual Manufacturing, iPMVM 2020. Garth, C., Aurich, J. C., Linke, B., Muller, R., Ravani, B., Weber, G. H. & Kirsch, B. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 2020-19. (OpenAccess Series in Informatics; vol. 89).

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

  • Image Database 100%
  • interpolation 47%
  • Interpolation 47%
  • Interpolate 43%
  • neural network 33%

• Machine Learning for Optimal Copper Doping Profile Design in CdTe Solar Cells

  Salman, G., Goodnick, S. M., Shaik, A. R. & Vasileska, D., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 540-543 4 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Semiconductor doping 100%
  • Solar cells 69%
  • Copper 53%
  • Machine learning 48%
  • Annealing 32%

• Miniaturized untethered soft robots using hydrogel-based soft voxel actuators

  Khodambashi, R., Berman, S. & Aukes, D. M., Apr 12 2021, 2021 IEEE 4th International Conference on Soft Robotics, RoboSoft 2021. Institute of Electrical and Electronics Engineers Inc., p. 571-574 4 p. 9479329. (2021 IEEE 4th International Conference on Soft Robotics, RoboSoft 2021).

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

  • Hydrogel 100%
  • Voxel 78%
  • Hydrogels 74%
  • Actuator 74%
  • Robot 70%
  2 Scopus citations

• Mitigating bias in session-based cyberbullying detection: A non-compromising approach

  Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. L. & Liu, H., 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. 2158-2168 11 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

  • Social Media 100%
  • Context-aware 52%
  • social media 43%
  • Reinforcement Learning 43%
  • Reinforcement learning 41%
  13 Scopus citations

• Modeling and Analysis of Platooning Control for a Leader-Follower Quadcopter Fleet- System Level Study of String Stability

  Srinivasan, A. & Rodriguez, A. A., 2021, CCTA 2021 - 5th IEEE Conference on Control Technology and Applications. Institute of Electrical and Electronics Engineers Inc., p. 347-353 7 p. (CCTA 2021 - 5th IEEE Conference on Control Technology and Applications).

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

  • Controller 100%
  • Strings 87%
  • Positioning 71%
  • Modeling 68%
  • Controllers 56%

• Momentum (k)-Space Charge Separation Mid-Wave Infrared Photodetectors Using SiGeSn Alloys

  McCarthy, T. T., Ju, Z., Yu, S. Q. & Zhang, Y. H., 2021, 2021 IEEE Photonics Society Summer Topicals Meeting Series, SUM 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (LEOS Summer Topical Meeting; vol. 2021-July).

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

  • Electric space charge 100%
  • Photodetectors 97%
  • polarization (charge separation) 87%
  • valleys 74%
  • Momentum 69%

• Not all users are the same: Providing personalized explanations for sequential decision making problems

  Soni, U., Sreedharan, S. & Kambhampati, S., 2021, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021. Institute of Electrical and Electronics Engineers Inc., p. 6240-6247 8 p. (IEEE International Conference on Intelligent Robots and Systems).

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

  • Decision making 100%
  • Robots 66%
  • Human robot interaction 40%
  • Labeling 33%
  1 Scopus citations

• Profiling Fake News Spreaders on Social Media through Psychological and Motivational Factors

  Karami, M., Nazer, T. H. & Liu, H., Aug 30 2021, HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 225-230 6 p. (HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media).

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

  • Spreaders 100%
  • Experiments 13%
  • Uncertainty 11%
  • Testing 9%
  9 Scopus citations

• RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions

  Karthik, V., Sreedharan, S., Sengupta, S. & Kambhampati, S., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 16051-16053 3 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 18).

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

  • Metal foil 100%
  • Decision support systems 95%
  • Planning 59%
  2 Scopus citations

• Shape change propagation through soft curved materials for dynamically-tuned paddling robots

  Jiang, Y., Sharifzadeh, M. & Aukes, D. M., Apr 12 2021, 2021 IEEE 4th International Conference on Soft Robotics, RoboSoft 2021. Institute of Electrical and Electronics Engineers Inc., p. 230-237 8 p. 9479208. (2021 IEEE 4th International Conference on Soft Robotics, RoboSoft 2021).

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

  • Mm 100%
  • Robot 88%
  • Propagation 65%
  • Gait 54%
  • Locomotion 52%
  2 Scopus citations

• Silicon Heterojunction Solar Cells with 1k cm Bulk Resistivity Wafers

  Srinivasa, A., Bowden, S. & Augusto, A., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1916-1918 3 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Heterojunctions 100%
  • Solar cells 81%
  • Silicon 60%
  • Passivation 46%
  • Electric breakdown 43%
  1 Scopus citations

• Silver and copper nano-colloid generation via pulsed laser ablation in liquid: Recirculation nanoparticle production mode

  Pavithran, S. S., McCann, R., McCarthy, É., Freeland, B., Fleischer, K., Goodnick, S., Bowden, S., Honsberg, C. & Brabazon, D., 2021, ESAFORM 2021 - 24th International Conference on Material Forming. PoPuPS (University of LiFge Library), 2239. (ESAFORM 2021 - 24th International Conference on Material Forming).

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

  Open Access

  • Laser ablation 100%
  • Colloids 97%
  • Pulsed lasers 93%
  • Laser Ablation 75%
  • Silver 74%
  6 Scopus citations

• Spatial Community-Informed Evolving Graphs for Demand Prediction

  Wang, Q., Guo, B., Ouyang, Y., Shu, K., Yu, Z. & Liu, H., 2021, Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Proceedings. Dong, Y., Mladenic, D. & Saunders, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 440-456 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12461 LNAI).

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

  • Community 100%
  • Demand 98%
  • Prediction 78%
  • Interaction 70%
  • Predict 45%
  3 Scopus citations

• Technologies to Improve the Profitability of Silicon PV Module Recycling

  Tao, M., 2021, Proceedings of AM-FPD 2021 - 28th International Workshop on Active-Matrix Flatpanel Displays and Devices: TFT Technologies and FPD Materials. Institute of Electrical and Electronics Engineers Inc., p. 55-58 4 p. (Proceedings of AM-FPD 2021 - 28th International Workshop on Active-Matrix Flatpanel Displays and Devices: TFT Technologies and FPD Materials).

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

  • recycling 100%
  • Recycling 86%
  • Profitability 78%
  • modules 73%
  • Silicon 69%

• Towards Anomaly-resistant Graph Neural Networks via Reinforcement Learning

  Ding, K., Shan, X. & Liu, H., Oct 26 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2979-2983 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Reinforcement Learning 100%
  • Neural Networks 94%
  • Anomaly 78%
  • Graph 75%
  • Node 15%
  2 Scopus citations

• Validation of a Novel Parallel-Actuated Shoulder Exoskeleton Robot for the Characterization of Human Shoulder Impedance

  Chang, D., Hunt, J., Atkins, J. & Lee, H., 2021, 2021 IEEE International Conference on Robotics and Automation, ICRA 2021. Institute of Electrical and Electronics Engineers Inc., p. 11560-11565 6 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).

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

  • Mockups 100%
  • Acoustic impedance 92%
  • Robots 81%
  • Stiffness 35%
  • Muscle 23%
  1 Scopus citations

• Validity of a Content Agnostic Game Based Stealth Assessment

  Verma, V. & Bansal, A., 2021, Games and Learning Alliance - 10th International Conference, GALA 2021, Proceedings. de Rosa, F., Marfisi Schottman, I., Baalsrud Hauge, J., Bellotti, F., Dondio, P. & Romero, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 121-130 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13134 LNCS).

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

  • Dynamic Bayesian Networks 100%
  • Bayesian networks 82%
  • Learning 73%
  • Game 65%
  • Score Test 63%

• What is the LCOE of residential solar + battery in the face on increasingly complex utlity rate plans?

  Routhier, A. F., Bowden, S. G., Goodnick, S. M. & Honsberg, C. B., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2074-2078 5 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Solar cells 100%
  • Electricity 69%
  • Electric rates 27%
  • Costs 24%
  • Masks 14%

• Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation

  Guan, L., Verma, M., Guo, S., Zhang, R. & Kambhampati, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 21885-21897 13 p. (Advances in Neural Information Processing Systems; vol. 26).

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

  • Reinforcement learning 100%
  • Pipelines 76%
  • Feedback 63%
  • Supervised learning 52%
  • Pixels 18%
  2 Scopus citations

• ZnS_xSe_1-xCarrier-Selective Contacts for Silicon Photovoltaics

  Glaudell, R., Balaji, P., Bowden, S., Augusto, A. & Atwater, H. A., Jun 20 2021, 2021 IEEE 48th Photovoltaic Specialists Conference, PVSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 652-655 4 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

  • Solar cells 100%
  • Silicon 74%
  • Heterojunctions 61%
  • Optoelectronic devices 54%
  • Energy gap 53%
• 2020

  Causal learning in question quality improvement

  Li, Y., Guo, R., Wang, W. & Liu, H., 2020, Benchmarking, Measuring, and Optimizing - 2nd BenchCouncil International Symposium, Bench 2019, Revised Selected Papers. Gao, W., Zhan, J., Fox, G., Lu, X. & Stanzione, D. (eds.). Springer, p. 204-214 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12093 LNCS).

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

  • Quality Improvement 100%
  • Learning 59%
  • Websites 55%
  • Labels 55%
  • Causal Effect 34%

• Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets

  Lukasczyk, J., Garth, C., Larsen, M., Engelke, W., Hotz, I., Rogers, D., Ahrens, J. & MacIejewski, R., Oct 2020, Proceedings - 2020 IEEE 10th Symposium on Large Data Analysis and Visualization, LDAV 2020. Institute of Electrical and Electronics Engineers Inc., p. 37-41 5 p. 9308043. (Proceedings - 2020 IEEE 10th Symposium on Large Data Analysis and Visualization, LDAV 2020).

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

  • Visualization 100%
  • Buffer 97%
  • Geometry 88%
  • Cinema 75%
  • Front-end 74%
  3 Scopus citations