Latest research projects, publications, and talks
Visual Coverage Path Planning for Urban Environments [journal]
Posted
Cheng Peng (Ph.D. student), Volkan Isler (professor)
IEEE Robotics and Automation Letters
PanRep: Universal node embeddings for heterogeneous graphs [preprint]
Posted
Vassilis N Ioannidis, Da Zheng, George Karypis (professor)
Few-shot link prediction via graph neural networks for covid-19 drug-repurposing [preprint]
Posted
Vassilis N Ioannidis, Da Zheng, George Karypis (professor)
Predicting Core Characteristics of ASD Through Facial Emotion Recognition and Eye Tracking in Youth [conference paper]
Posted
Ming Jiang (postdoc researcher), Sunday M Francis, Angela Tseng, Diksha Srishyla, Megan DuBois, Katie Beard, Christine Conelea, Qi Zhao (assistant professor), Suma Jacob
42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
Rethink Autoencoders: Robust Manifold Learning [conference paper]
Posted
Taihui Li (Ph.D. student), Rishabh Mehta (M.S. student), Zecheng Qian (undergrad research assistant), Ju Sun (assistant professor)
ICML workshop on Uncertainty and Robustness in Deep Learning
Phase Retrieval via Second-Order Nonsmooth Optimization [conference paper]
Posted
Zhong Zhuang, Gang Wang, Yash Travadi, Ju Sun (assistant professor)
ICML workshop on Beyond First Order Methods in Machine Learning
Inverse Problems, Deep Learning, and Symmetry Breaking [conference paper]
Posted
Kshitij Tayal (Ph.D. student), Chieh-Hsin Lai, Vipin Kumar (professor), Ju Sun (assistant professor)
ICML workshop on ML Interpretability for Scientific Discovery
End-to-End Learning for Phase Retrieval [conference paper]
Posted
Raunak Manekar (Ph.D. student), Kshitij Tayal (Ph.D. student), Vipin Kumar (professor), Ju Sun (assistant professor)
ICML workshop on ML Interpretability for Scientific Discovery
Does deep learning solve the phase retrieval problem? [talk]
Posted
Ju Sun (assistant professor)
SIAM Conference on Imaging Science
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris [preprint]
Posted
Jungseok Hong (Ph.D. student), Michael Fulton (Ph.D. student), Junaed Sattar (assistant professor)