Latest research projects, publications, and talks
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning [preprint]
Posted
Buyun Liang (M.S. student), Ju Sun (assistant professor)
Nonlinear Multi-Objective Flux Balance Analysis of the Warburg Effect [preprint]
Posted
Yi Zhang, Daniel Boley (professor)
CTKG: A Knowledge Graph for Clinical Trials [preprint]
Posted
Ziqi Chen, Bo Peng, Vassilis N. Ioannidis, Mufei Li, George Karypis (professor), Xia Ning (Ph.D. 2012)
Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics [conference paper]
Posted
Saurav Manchanda (Ph.D. student), George Karypis (professor)
Conference on Empirical Methods in Natural Language Processing (EMNLP)
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors [preprint]
Posted
Taihui Li (Ph.D. student), Zhong Zhuang, Hengyue Liang, Le Peng (Ph.D. student), Hengkang Wang (Ph.D. student), Ju Sun (assistant professor)
Meta-learning via Language Model In-context Tuning [preprint]
Posted
Yanda Chen, Ruiqi Zhong, Sheng Zha, George Karypis (professor), He He
Kernelized Multitask Learning Method for Personalized Signaling Adverse Drug Reactions [journal]
Posted
Fan Yang, Fuzhong Xue, Yanchun Zhang, George Karypis (professor)
IEEE Transactions on Knowledge and Data Engineering
Breaking Symmetries in Data-Driven Phase Retrieval [conference paper]
Posted
Raunak Manekar (Ph.D. student), Kshitij Tayal (Ph.D. student), Zhong Zhuang, Chieh-Hsin Lai, Vipin Kumar (professor), Ju Sun (assistant professor)
Computational Optical Sensing and Imaging
Advancing Probabilistic Models for Approximate and Exact Inference [thesis]
Posted
Robert Giaquinto (Ph.D. 2021)
Potential and limitations of radiomics in neuro-oncology [journal]
Posted
Birra Taha, Daniel Boley (professor), Ju Sun (assistant professor), Clark Chen
Journal of Clinical Neuroscience