Latest research projects, publications, and talks
Probing ion channel functional architecture and domain recombination compatibility by massively parallel domain insertion profiling [journal]
Posted
Willow Coyote-Maestas, David Nedrud, Antonio Suma, Yungui He, Kenneth A Matreyek, Douglas M Fowler, Vincenzo Carnevale, Chad L Myers (professor), Daniel Schmidt
Nature Communications
Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods [conference paper]
Posted
Terrance Liu, Giuseppe Vietri (Ph.D. student), Steven Wu (adjunct assistant professor)
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS)
Learning to Predict Trustworthiness with Steep Slope Loss [conference paper]
Posted
Yan Luo (Ph.D. student), Yongkang Wong, Mohan S Kankanhalli, Qi Zhao (associate professor)
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS)
Dense Keypoints via Multiview Supervision [conference paper]
Posted
Zhixuan Yu (Ph.D. student), Haozheng Yu (M.S. 2021), Long Sha, Sujoy Ganguly, Hyun Soo Park (assistant professor)
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS)
Concurrent Order Dispatch for Instant Delivery with Time-Constrained Actor-Critic Reinforcement Learning [conference paper]
Posted
Baoshen Guo, Shuai Wang, Yi Ding (Ph.D. student), Guang Wang, Suining He, Desheng Zhang, Tian He (adjunct professor)
IEEE Real-Time Systems Symposium (RTSS) - Outstanding Paper Award
Fast Direct Stereo Visual SLAM [preprint]
Posted
Jiawei Mo (Ph.D. student), Md Jahidul Islam (Ph.D. 2021), Junaed Sattar (assistant professor)
Microbiome based systems, apparatus and methods for monitoring and controlling industrial processes and systems [patent]
Posted
Rob Knight, Ajay Kshatriya, Chris Lauber, J Gregory Caporaso, Dan Knights (professor), Ryan Gill, Joel Moxley
Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach [journal]
Posted
Jayant Gupta (Ph.D. student), Carl Molnar (M.S. student), Yiqun Xie (Ph.D. 2020), Joe Knight, Shashi Shekhar (professor)
ACM Transactions on Intelligent Systems and Technology (TIST)
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning [preprint]
Posted
Buyun Liang (M.S. student), Ju Sun (assistant professor)
Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces [preprint]
Posted
Fabio Broccatelli, Richard Trager, Michael Reutlinger, George Karypis (professor), Mufei Li