| 2026 | WACV | Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals. | Bayu Adhi Tama, Jianwu Wang, Vandana Pursnani Janeja, Mostafa Cham |
| 2025 | ICDM | TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. | Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang |
| 2025 | ICDM | LLM-Enhanced, Data-Driven Personalized and Equitable Clinician Scheduling: A Predict-Then-Optimize Approach. | Anjali Jha, Wanqing Chen, Maxim Eckmann, Ian Stockwell, Jianwu Wang, Kai Sun |
| 2025 | ICDM | Deep Learning Approaches for Cloud Property Retrieval: Comparing Foundation Model Fine-Tuning with Training From Scratch. | Danielle Murphy, Kevin Zhang, Caleb Parten, Autumn Sterling, Haoxiang Zhang, Xingyan Li, Jordan A. Caraballo-Vega, Jie Gong, Mark L. Carroll, Jianwu Wang |
| 2025 | ICDM | B-TGAT: A BI-Directional Temporal Graph Attention Transformer for Clustering Multivariate Spatiotemporal Data. | Francis Ndikum Nji, Vandana Janeja, Jianwu Wang |
| 2025 | ICIP | Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models. | Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang, Zhibo Zhang, Sanjay Purushotham |
| 2025 | ICMLA | SLA-MORL: SLA-Aware Multi-Objective Reinforcement Learning for HPC Resource Optimization. | Seraj Al Mahmud Mostafa, Aravind Mohan, Jianwu Wang |
| 2025 | PERCOM | Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. | Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh Subramanian, Md. Osman Gani |
| 2024 | ICPR | gWaveNet: Classification of Gravity Waves from Noisy Satellite Data Using Custom Kernel Integrated Deep Learning Method. | Seraj Al Mahmud Mostafa, Omar Faruque, Chenxi Wang, Jia Yue, Sanjay Purushotham, Jianwu Wang |
| 2024 | IGARSS | CloudUNet: Adapting UNet for Retrieving Cloud Properties. | Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang, Zhibo Zhang, Sanjay Purushotham |
| 2023 | DaWaK | Fair-DSP: Fair Dynamic Survival Prediction on Longitudinal Electronic Health Record. | Xin Huang, Xiangyang Meng, Ni Zhao, Wenbin Zhang, Jianwu Wang |
| 2023 | ICMLA | Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. | Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang |
| 2023 | ICMLA | Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device. | Md. Azim Khan, Nadeem Ahmed, Joyce Padela, Muhammad Shehrose Raza, Aryya Gangopadhyay, Jianwu Wang, James R. Foulds, Carl E. Busart, Robert F. Erbacher |
| 2023 | ICMLA | Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting. | Louis Lapp, Sahara Ali, Jianwu Wang |
| 2023 | ICMLA | Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography. | Katherine Yi, Angelina Dewar, Tartela Tabassum, Jason Lu, Ray Chen, Homayra Alam, Omar Faruque, Sikan Li, Mathieu Morlighem, Jianwu Wang |
| 2023 | IGARSS | CNN based Ocean Eddy Detection Using Cloud Services. | Seraj Al Mahmud Mostafa, Jinbo Wang, Benjamin Holt, Sanjay Purushotham, Jianwu Wang |
| 2023 | SmartComp | Vision Transformer-based Real-Time Camouflaged Object Detection System at Edge. | Rohan Putatunda, Azim Khan, Aryya Gangopadhyay, Jianwu Wang, Carl E. Busart, Robert F. Erbacher |
| 2022 | IGARSS | Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. | Sahara Ali, Seraj Al Mahmud Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James R. Foulds, Vandana P. Janeja |
| 2021 | ICPADS | A Framework for Evaluating BFT. | James R. Clavin, Yue Huang, Xin Wang, Pradeep M. Prakash, Sisi Duan, Jianwu Wang, Sean Peisert |
| 2020 | ICA3PP | Scalable Aggregation Service for Satellite Remote Sensing Data. | Jianwu Wang, Xin Huang, Jianyu Zheng, Chamara Rajapakshe, Savio Kay, Lakshmi Kandoor, Thomas Maxwell, Zhibo Zhang |
| 2020 | ICTAI | Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams. | Wenbin Zhang, Mingli Zhang, Ji Zhang, Zhen Liu, Zhiyuan Chen, Jianwu Wang, Edward Raff, Enza Messina |
| 2020 | SmartComp | A Deep Learning Model for Detecting Dust in Earth's Atmosphere from Satellite Remote Sensing Data. | Ping Hou, Pei Guo, Peng Wu, Jianwu Wang, Aryya Gangopadhyay, Zhibo Zhang |
| 2019 | ICCS | Representation Learning of Taxonomies for Taxonomy Matching. | Hailun Lin, Yong Liu, Peng Zhang, Jianwu Wang |
| 2019 | ICDM | On Fairness-Aware Learning for Non-discriminative Decision-Making. | Wenbin Zhang, Xuejiao Tang, Jianwu Wang |
| 2019 | ICSOC | Latency-Aware Deployment of IoT Services in a Cloud-Edge Environment. | Shouli Zhang, Chen Liu, Jianwu Wang, Zhongguo Yang, Yanbo Han, Xiaohong Li |
| 2018 | BigData | Sensor Data Based System-Level Anomaly Prediction for Smart Manufacturing. | Jianwu Wang, Chen Liu, Meiling Zhu, Pei Guo, Yapeng Hu |
| 2018 | ISPA | A Periodic Task-Oriented Scheduling Architecture in Cloud Computing. | Peng Zhang, Yan Li, Hailun Lin, Jianwu Wang, Chuang Zhang |
| 2017 | BigData | Zero-Day Attack Identification in Streaming Data Using Semantics and Spark. | Sai C. Pallaprolu, Rishi Sankineni, Muthukumar Thevar, George Karabatis, Jianwu Wang |
| 2017 | BigData | A Hybrid Learning Framework for Imbalanced Stream Classification. | Wenbin Zhang, Jianwu Wang |
| 2017 | ICSOC | An Approach to Modeling and Discovering Event Correlation for Service Collaboration. | Meiling Zhu, Chen Liu, Jianwu Wang, Shen Su, Yanbo Han |
| 2017 | ICWS | Service Hyperlink: Modeling and Reusing Partial Process Knowledge by Mining Event Dependencies among Sensor Data Services. | Meiling Zhu, Chen Liu, Jianwu Wang, Shen Su, Yanbo Han |
| 2016 | ICCS | A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. | Prakashan Korambath, Jianwu Wang, Ankur Kumar, Jim Davis, Robert B. Graybill, Brian Schott, Michael Baldea |
| 2016 | ICCS | Kepler + CometCloud: Dynamic Scientific Workflow Execution on Federated Cloud Resources. | Jianwu Wang, Moustafa AbdelBaky, Javier Diaz Montes, Shweta Purawat, Manish Parashar, Ilkay Altintas |
| 2014 | APSCC | A Spatio-temporal Parallel Processing System for Traffic Sensory Data. | Zhuofeng Zhao, Weilong Ding, Yanbo Han, Jianwu Wang |
| 2014 | ICCS | EPiK-a Workflow for Electron Tomography in Kepler. | Ruijuan Chen, Xiaohua Wan, Ilkay Altintas, Jianwu Wang, Daniel Crawl, Sebastien Phan, Albert F. Lawrence, Mark H. Ellisman |
| 2014 | ICCS | Progress towards Automated Kepler Scientific Workflows for Computer-aided Drug Discovery and Molecular Simulations. | Pek U. Ieong, Jesper Srensen, Prasantha L. Vemu, Celia W. Wong, zlem Demir, Nadya P. Williams, Jianwu Wang, Daniel Crawl, Robert V. Swift, Robert D. Malmstrom, Ilkay Altintas, Rommie E. Amaro |
| 2014 | ICCS | Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing. | Prakashan Korambath, Jianwu Wang, Ankur Kumar, Lorin Hochstein, Brian Schott, Robert B. Graybill, Michael Baldea, Jim Davis |
| 2014 | ICCS | Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms. | Jianwu Wang, Prakashan Korambath, Ilkay Altintas, Jim Davis, Daniel Crawl |
| 2014 | SERVICES | Enhancing Smart Re-run of Kepler Scientific Workflows Based on Near Optimum Provenance Caching in Cloud. | Wanghu Chen, Ilkay Altintas, Jianwu Wang, Jing Li |
| 2014 | SERVICES | The Second International Workshop on Service and Cloud Based Data Integration (SCDI 2014)-Workshop Message. | Yanbo Han, Jianwu Wang, Chen Liu |
| 2014 | SERVICES | An Integrated Processing Platform for Traffic Sensor Data and Its Applications in Intelligent Transportation Systems. | Zhuofeng Zhao, Jun Fang, Weilong Ding, Jianwu Wang |
| 2013 | WISE | Situation-Aware Data Service Composition Based on Service Hyperlinks. | Chen Liu, Jianwu Wang, Yanbo Han |
| 2012 | EDBT | Challenges and approaches for distributed workflow-driven analysis of large-scale biological data: vision paper. | Ilkay Altintas, Jianwu Wang, Daniel Crawl, Weizhong Li |
| 2012 | EDOC | An Item-Targeted User Similarity Method for Data Service Recommendation. | Cheng Zhang, Xiaofang Zhao, Jianwu Wang |
| 2011 | SC | Provenance for MapReduce-based data-intensive workflows. | Daniel Crawl, Jianwu Wang, Ilkay Altintas |
| 2011 | SERVICES | A Physical and Virtual Compute Cluster Resource Load Balancing Approach to Data-Parallel Scientific Workflow Scheduling. | Jianwu Wang, Prakashan Korambath, Ilkay Altintas |
| 2009 | ICNC | A Study on Controlling the Quality of Filled Soil-Stone Compaction. | Fuming Wang, Jianwu Wang, Yunsheng Wang, Jia Li |
| 2009 | SC | Kepler + Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems. | Jianwu Wang, Daniel Crawl, Ilkay Altintas |
| 2009 | SERVICES | Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example. | Jianwu Wang, Ilkay Altintas, Parviez R. Hosseini, Derik Barseghian, Daniel Crawl, Chad Berkley, Matthew B. Jones |
| 2008 | ICSR | An Approach to Domain-Specific Reuse in Service-Oriented Environments. | Jianwu Wang, Jian Yu, Paolo Falcarin, Yanbo Han, Maurizio Morisio |
| 2007 | ICNC | Optimization Design of Substation Grounding Grid Based on Genetic Algorithm. | Zhiqiang He, Xishan Wen, Jianwu Wang |
| 2007 | ICNC | Calculation of Performance of UHVDC Grounding Electrode under the Consideration of the Self-Resistivity of Electrode. | Jianwu Wang, Xishan Wen, Zhongdong Du |
| 2007 | ICSOC | A Business-Level Service Model Supporting End-User Customization. | Jianwu Wang, Jian Yu |
| 2006 | WISE | Pattern Based Property Specification and Verification for Service Composition. | Jian Yu, Tan Phan Manh, Jun Han, Yan Jin, Yanbo Han, Jianwu Wang |
| 2004 | WISE | A Reflective Approach to Keeping Business Characteristics in Business-End Service Composition. | Zhuofeng Zhao, Yanbo Han, Jianwu Wang, Kui Huang |