Xin Huang

Selected Publications and Presentations

• X. Huang, X. Meng, W. Zhang, N. Zhao, J. Wang, Fair-DSP: Fair Dynamic Survival Prediction on Longitudinal Electronic Health Record,The 25th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2023).
• X. Huang, J. Xie, B. Xu, H. Huang, Z. Li, C. Lu, Y. Guo, Y. Tang, Ultra Real-Time Portrait Matting via Parallel Semantic Guidance, the 48th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023).
• X. Huang, C Wang, S Purushotham, J Wang, VDAM: VAE based Domain Adaptation for Cloud Property Retrieval from Multi-satellite Data, ACM SIGSPATIAL 2022, Oral Paper.
• X. Li, J. Li, Z. Williams, X. Huang, M. Carroll, J. Wang, Enhanced Deep Learning Super-Resolution for Bathymetry Data, 9th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022. 
• X Tang, X. Huang, W Zhang, TB Child, Q Hu, Z Liu, J Zhang, Cognitive visual commonsense reasoning using dynamic working memory, International Conference on Big Data Analytics and Knowledge Discovery, 81-93, DaWaK 2021.
• X. Huang, W. Zhang, X. Tang, M. Zhang, J. Surbiryala, V. Iosifidis, Z. Liu and J. Zhang, “LSTM Based Sentiment Analysis for Cryptocurrency Prediction,” International Conference on Database Systems for Advanced Applications (DASFAA), 2021.
• Zheng, J; X. Huang; Sangondimath, Supriya; Wang, Jianwu; Zhang, Zhibo. “Efficient and Flexible Aggregation and Distribution of MODIS Atmospheric Products Based on Climate Analytics as a Service Framework,” Remote Sensing, Basel Vol. 13, Iss. 17, 2021.
• S. Ali, Y. Huang, X. Huang, J. Wang, “Sea Ice Forecasting using Attention-based Ensemble LSTM,” Tackling Climate Change with Machine Learning Workshop at 2021 International Conference on Machine Learning (ICML workshop 2021)
• X. Huang, S. Ali, C. Wang, Z. Ning, S. Purushotham, J. Wang, and Z. Zhang. “Deep Domain Adaptation based Cloud Type Detection using Active and Passive Satellite Data.” 2020 IEEE International Conference on Big Data (IEEE BigData 2020), IEEE, 2020.
• J. Wang, X. Huang, J. Zheng, etc. “Scalable Aggregation Service for Satellite Remote Sensing Data.” 20th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2020), Springer, 2020.
• X. Tang, L Zhang, W.  Zhang, X. Huang, V. Iosifidis, Z. Liu, M. Zhang, E. Messina, and J. Zhang. “Using Machine Learning to Automate Mammogram Images Analysis,” 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), IEEE, 2o2o.
• X. Huang, F. Monrose, M. Reiter. “Amplifying Limited Expert Input to Sanitize Large Network Traces.” IEEE/IFIP Int. Conf. on Dependable Systems and Networks (DSN), 2011.
• T. Yen, X. Huang, F. Monrose, M. Reiter. “Browser Fingerprinting from Coarse Traffic Summaries.” 6th Conf. on Detection of Intrusions and Malware and Vulnerability Analysis (DIMVA), 2009.
• L. Zhang, X. Huang, Y J. Kim, D. Manocha, “D-Plan: Efficient Collision-Free Path Computation For Part Removal and Disassembly,” International CAD Conference (CAD'08), 2008, Best Paper Award.
• X. Huang, S Li, G Wang, Displacement modeling: Hardware-accelerated interactive feature modeling on subdivision surfaces, The 25th Computer Graphics International Conference (CGI 2007), selected to be published in “The Visual Computer.”
• X. Huang, S Li, G Wang, A GPU based interactive modeling approach to designing fine level features, Proceedings of Graphics Interface (GI 2007), 305-311.