Adaptive Intelligent Materials and Systems Center (AIMS)

Research output

Research output per year 1992 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2023

• 723 Article
• 718 Conference contribution
• 36 Chapter
• 33 Editorial
• 49 More
  • 18 Conference article
  • 15 Review article
  • 7 Paper
  • 6 Comment/debate
  • 3 Book

Research output per year

Research output per year

Search results

• 2023

  Air traffic controller workload level prediction using conformalized dynamical graph learning

  Pang, Y., Hu, J., Lieber, C. S., Cooke, N. J. & Liu, Y., Aug 2023, In: Advanced Engineering Informatics. 57, 102113.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Air 100%
  • Controllers 98%
  • Labels 31%
  • Air traffic control 22%
  • Aviation 17%
  3 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%

• Auction-Based Learning for Question Answering over Knowledge Graphs

  Agrawal, G., Bertsekas, D. & Liu, H., Jun 2023, In: Information (Switzerland). 14, 6, 336.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Directed graphs 100%
  • Data structures 70%
  • Experiments 30%
  2 Scopus citations

• Causal Disentanglement for Implicit Recommendations with Network Information

  Sheth, P., Guo, R., Cheng, L., Liu, H. & Candan, K. S., Apr 6 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 7, 94.

  Research output: Contribution to journal › Article › peer-review

  • Recommender systems 100%
  • Network theory (graphs) 24%
  • Amplification 20%
  • Machine learning 14%
  • Feedback 12%
  3 Scopus citations

• CausalSE: Understanding Varied Spatial Effects with Missing Data Toward Adding New Bike-sharing Stations

  Wang, Q., Guo, B., Cheng, L., Yu, Z. & Liu, H., Mar 20 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 2, 61872032.

  Research output: Contribution to journal › Article › peer-review

  • Decision making 100%
  • Industry 60%
  2 Scopus citations

• Complex Spherical Phases in a Zwitterion-Tethered Diblock Copolymer Melt

  Grim, B. J., Beyer, F. L. & Green, M. D., Dec 12 2023, In: Macromolecules. 56, 23, p. 9419-9430 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Block copolymers 100%
  • Zwitterion 82%
  • Diblock Copolymer 74%
  • Relaxation processes 53%
  • Soft materials 48%

• 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%
  1 Scopus citations

• Crack growth-based life prediction for additively manufactured metallic materials considering surface roughness

  Kethamukkala, K., Meng, C., Chen, J. & Liu, Y., Nov 2023, In: International Journal of Fatigue. 176, 107914.

  Research output: Contribution to journal › Article › peer-review

  • Life Prediction 100%
  • Crack Growth 82%
  • Metallic Material 73%
  • Surface Roughness 56%
  • Crack propagation 48%
  2 Scopus citations

• Efficient and Secure Federated Learning with Verifiable Weighted Average Aggregation

  Yang, Z., Zhou, M., Yu, H., Sinnott, R. O. & Liu, H., Jan 1 2023, In: IEEE Transactions on Network Science and Engineering. 10, 1, p. 205-222 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Agglomeration 100%
  • Servers 31%
  • Learning systems 14%
  • Experiments 5%
  4 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

• Fast and Reliable Map Matching from Large-Scale Noisy Positioning Records

  Wang, Y., Xiong, R., Tang, P. & Liu, Y., Jan 1 2023, In: Journal of Computing in Civil Engineering. 37, 1, 04022040.

  Research output: Contribution to journal › Article › peer-review

  • Airports 100%
  • Aircraft 71%
  • Trajectories 69%
  • Sensor data fusion 24%
  • Computational efficiency 19%
  1 Scopus citations

• Fast Secure Aggregation with High Dropout Resilience for Federated Learning

  Yang, S., Chen, Y., Yang, Z., Li, B. & Liu, H., Sep 1 2023, In: IEEE Transactions on Green Communications and Networking. 7, 3, p. 1501-1514 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Agglomeration 100%
  • Communication 34%
  • Network protocols 31%
  • Smartphones 21%
  • Mobile computing 19%

• 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%
  1 Scopus citations

• Inorganically Connecting Colloidal Nanocrystals Significantly Improves Mechanical Properties

  Wang, Z., Srinivasan, S., Dai, R., Rana, A., Nian, Q., Solanki, K. & Wang, R. Y., Jun 14 2023, In: Nano Letters. 23, 11, p. 4916-4922 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Nanocrystals 100%
  • nanocrystals 59%
  • Nanocrystalline materials 55%
  • Nanocrystal 54%
  • assemblies 45%

• 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%
  6 Scopus citations

• Neural optimization machine: A neural network approach for optimization and its application in additive manufacturing with physics-guided learning

  Chen, J. & Liu, Y., Nov 13 2023, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 381, 2260, 20220405.

  Research output: Contribution to journal › Article › peer-review

  • Manufacturing 100%
  • learning 97%
  • 3D printers 88%
  • Neural Networks 84%
  • Learning 81%

• Parkinson's Disease Diagnosis beyond Clinical Features: A Bio-marker using Topological Machine Learning of Resting-state Functional Magnetic Resonance Imaging

  Xu, N., Zhou, Y., Patel, A., Zhang, N. & Liu, Y., Jan 15 2023, In: Neuroscience. 509, p. 43-50 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning 100%
  • Parkinson Disease 74%
  • Magnetic Resonance Imaging 58%
  • Data Science 20%
  • Databases 8%
  3 Scopus citations

• Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints

  Huang, J., Pang, Y., Liu, Y. & Yan, H., Jan 10 2023, In: Knowledge-Based Systems. 259, 110043.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neural Networks 100%
  • Neural networks 50%
  • Network Model 33%
  • Prediction 27%
  • Solar Energy 22%
  3 Scopus citations

• Precuring Matrix Viscosity Controls Thermal Conductivity of Elastomeric Composites with Compression-Activated Liquid and Solid Metallic Filler Networks

  Uppal, A., Kong, W., Rana, A., Lee, J. S., Green, M. D., Rykaczewski, K. & Wang, R. Y., Mar 24 2023, In: Advanced Materials Interfaces. 10, 9, 2201875.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Fillers 100%
  • Thermal conductivity 94%
  • Compaction 89%
  • Viscosity 85%
  • Liquids 70%
  2 Scopus citations

• Predicting separation errors of air traffic controllers through integrated sequence analysis of multimodal behaviour indicators

  Xiong, R., Wang, Y., Tang, P., Cooke, N. J., Ligda, S. V., Lieber, C. S. & Liu, Y., Jan 2023, In: Advanced Engineering Informatics. 55, 101894.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Air 100%
  • Controllers 98%
  • Long short-term memory 38%
  • Human engineering 34%
  • Air traffic control 20%
  6 Scopus citations

• Quaternary Ammonium-Functionalized Poly(Arylene Ether Sulfone) Random Copolymers for Direct Air Capture

  Shokrollahzadeh Behbahani, H., Mithaiwala, H., Lopez Marques, H., Wang, W., Freeman, B. D. & Green, M. D., Aug 22 2023, In: Macromolecules. 56, 16, p. 6470-6481 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Copolymers 100%
  • Ethers 98%
  • Random Copolymer 93%
  • Sulfone 80%
  • Humidity 75%
  2 Scopus citations

• Reinforcement Learning with Reward Machines in Stochastic Games

  Hu, J., Gaglione, J. R., Wang, Y., Xu, Z., Topcu, U. & Liu, Y., Sep 28 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1068-1075 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  Open Access

  • Reinforcement learning 100%

• Socially responsible Ai: Theories and practices

  Cheng, L. & Liu, H., Feb 13 2023, World Scientific Publishing Co. Pte Ltd. 179 p.

  Research output: Book/Report › Book

  • artificial intelligence 100%
  • Artificial intelligence 87%
  • regulation 8%
  • oppression 7%
  • Students 5%
  2 Scopus citations

• 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%

• 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%

• Succinate based polymers drive immunometabolism in dendritic cells to generate cancer immunotherapy

  Inamdar, S., Suresh, A. P., Mangal, J. L., Ng, N. D., Sundem, A., Behbahani, H. S., Rubino, T. E., Shi, X., Loa, S. T., Yaron, J. R., Hitosugi, T., Green, M., Gu, H., Curtis, M. & Acharya, A. P., Jun 2023, In: Journal of Controlled Release. 358, p. 541-554 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Succinic Acid 100%
  • Succinate 86%
  • Dendritic Cells 74%
  • Polymers 73%
  • Immunotherapy 72%
  2 Scopus citations

• Succinate in the tumor microenvironment affects tumor growth and modulates tumor associated macrophages

  Inamdar, S., Suresh, A. P., Mangal, J. L., Ng, N. D., Sundem, A., Behbahani, H. S., Rubino, T. E., Yaron, J. R., Khodaei, T., Green, M., Curtis, M. & Acharya, A. P., Oct 2023, In: Biomaterials. 301, 122292.

  Research output: Contribution to journal › Article › peer-review

  • poly(ethylene succinate) 100%
  • Macrophages 87%
  • Succinic Acid 62%
  • Succinate 54%
  • Tumor Microenvironment 53%
  4 Scopus citations

• Synthesis and characterization of poly(tetramethylene oxide)-based segmented ionenes block copolymer with aliphatic or DABCO hard segments

  Lee, J. S., Taghavimehr, M., Montazami, R. & Green, M. D., Mar 27 2023, In: Polymer. 270, 125772.

  Research output: Contribution to journal › Article › peer-review

  • Block copolymers 100%
  • Crystallization 78%
  • Oxides 61%
  • Block Copolymer 58%
  • Oxide 38%

• Synthesis and thermomechanical characteristics of zwitterionic poly(arylene ether sulfone) copolymers

  Yang, Y., Behbahani, H. S., Morgan, B. F., Beyer, F. L., Hocken, A. & Green, M. D., Jan 3 2023, In: Polymer. 264, 125522.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Copolymers 100%
  • Ethers 98%
  • Sulfone 80%
  • Ether 57%
  • Copolymer 55%
  1 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

• Zwitterionic Copolymers for Anti-Scaling Applications in Simulated Spaceflight Wastewater Scenarios

  Thomas, E. R., Lee, J. S., Shokrollahzadeh Behbahani, H., Nazari, A., Li, Y., Yang, Y., Green, M. D. & Lind, M. L., May 30 2023, In: ACS Omega. 8, 21, p. 18462-18471 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Copolymers 100%
  • Pervaporation 96%
  • Wastewater 89%
  • Membranes 70%
  • Zwitterion 57%
  2 Scopus citations
• 2022

  3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing

  Wang, W., Liu, Y., Srikant, R. & Ying, L., Jul 1 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 7, p. 8985-8996 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Vehicle routing 100%
  • Reinforcement learning 86%
  • Unmanned aerial vehicles (UAV) 79%
  • Motion planning 20%
  • Learning algorithms 17%
  4 Scopus citations

• A first and second law analysis of a thermoresponsive polymer desiccant dehumidification and cooling cycle

  Kocher, J. D., Yee, S. K. & Wang, R. Y., Feb 1 2022, In: Energy Conversion and Management. 253, 115158.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Polymers 100%
  • Cooling 94%
  • Water 74%
  • Coefficient of performance 69%
  • Liquids 52%
  10 Scopus citations

• Augmentation of natural convection heat transfer in enclosures via ultrasound: Effects of power, frequency and temperature

  Daghooghi-Mobarakeh, H., Daghooghi, M., Miner, M., Wang, L., Wang, R. & Phelan, P. E., Aug 1 2022, In: Thermal Science and Engineering Progress. 33, 101374.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Convective Heat Transfer 100%
  • Heat Transfer 65%
  • Enclosures 64%
  • Natural convection 62%
  • Ultrasonics 51%
  6 Scopus citations

• A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation

  Wang, Y., Pang, Y., Gorceski, S., Kostiuk, P., Mohen, M. T., Menon, P. K. & Liu, Y., Jul 1 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 7, p. 7310-7320 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Speech communication 100%
  • Aircraft 57%
  • Trajectories 55%
  • Controllers 34%
  • Compliance 27%
  2 Scopus citations

• Bayesian Spatio-Temporal grAph tRansformer network (B-STAR) for multi-aircraft trajectory prediction

  Pang, Y., Zhao, X., Hu, J., Yan, H. & Liu, Y., Aug 5 2022, In: Knowledge-Based Systems. 249, 108998.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Bayesian Networks 100%
  • Aircraft 68%
  • Bayesian networks 67%
  • Graph 62%
  • Trajectory 60%
  27 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

• Blockchain-Based Offline Auditing for the Cloud in Vehicular Networks

  Yu, H., Yang, Z., Tu, S., Waqas, M. & Liu, H., Sep 1 2022, In: IEEE Transactions on Network and Service Management. 19, 3, p. 2944-2956 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Blockchain 100%
  • Entertainment 23%
  • Explosions 20%
  • Application programs 19%
  • Data structures 17%
  5 Scopus citations

• Building Knowledge Graphs from Unstructured Texts: Applications and Impact Analyses in Cybersecurity Education

  Agrawal, G., Deng, Y., Park, J., Liu, H. & Chen, Y. C., Nov 2022, In: Information (Switzerland). 13, 11, 526.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Security of data 100%
  • Education 90%
  • Students 47%
  • Information retrieval 20%
  • Ontology 17%
  15 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

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

• Characterizing multi-domain false news and underlying user effects on Chinese Weibo

  Sheng, Q., Cao, J., Bernard, H. R., Shu, K., Li, J. & Liu, H., Jul 2022, In: Information Processing and Management. 59, 4, 102959.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Starters 100%
  • Health care 80%
  • Medicine 79%
  • News 66%
  • Display devices 60%
  10 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

• Collaborative Filtering with Network Representation Learning for Citation Recommendation

  Wang, W., Tang, T., Xia, F., Gong, Z., Chen, Z. & Liu, H., Oct 1 2022, In: IEEE Transactions on Big Data.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Collaborative Filtering 100%
  • Collaborative filtering 78%
  • Citations 69%
  • Network Topology 29%
  • Topology 23%
  16 Scopus citations

• Covalently integrated silica nanoparticles in poly(ethylene glycol)-based acrylate resins: Thermomechanical, swelling, and morphological behavior

  Hocken, A., Beyer, F. L., Lee, J. S., Grim, B. J., Mithaiwala, H. & Green, M. D., Feb 7 2022, In: Soft Matter. 18, 5, p. 1019-1033 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Acrylic Resin 100%
  • acrylates 92%
  • glycols 81%
  • swelling 78%
  • resins 76%
  4 Scopus citations

• Cross-Domain Graph Anomaly Detection

  Ding, K., Shu, K., Shan, X., Li, J. & Liu, H., Jun 1 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 6, p. 2406-2415 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Computer Security 100%
  • Anomaly detection 74%
  • Datasets 56%
  • Costs and Cost Analysis 44%
  • Delivery of Health Care 43%
  9 Scopus citations

• Damage-augmented nonlocal lattice particle method for fracture simulation of solids

  Meng, C. & Liu, Y., May 15 2022, In: International Journal of Solids and Structures. 243, 111561.

  Research output: Contribution to journal › Article › peer-review

  • Brittle Fracture 100%
  • Particle Method 92%
  • Metallic Material 87%
  • Damage 79%
  • Plastic Property 79%
  4 Scopus citations

• Data-Driven Sensitivity Analysis for Static Mechanical Properties of Additively Manufactured Ti–6Al–4V

  Sharma, A., Chen, J., Diewald, E., Imanian, A., Beuth, J. & Liu, Y., Mar 2022, In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering. 8, 1, 011108.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Selective laser melting 100%
  • Sensitivity analysis 70%
  • Mechanical properties 51%
  • heat pump 43%
  • Lasers 42%
  6 Scopus citations

• Debiasing Word Embeddings with Nonlinear Geometry

  Cheng, L., Kim, N. & Liu, H., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 1286-1298 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Social sciences 100%
  • Linguistics 75%
  • Geometry 48%
  • Intersect 25%
  • Subspace 18%
  5 Scopus citations