3 papers
cs.LG2026
JIVE: Jacobian-Informed Volume Expansion for Diverse Generative Sampling
Guangxun Zhang, Brian Cai, Boxuan Zhang +2
Generative models often suffer from mode collapse and limited sample diversity. While prior works attempt to mitigate this by jointly generating a batch of samples and repelling th…
cs.CV2026
Data Augmentation for High-Fidelity Generation of CAR-T/NK Immunological Synapse Images
Xiang Zhang, Boxuan Zhang, Alireza Naghizadeh +4
Chimeric antigen receptor (CAR)-T and NK cell immunotherapies have transformed cancer treatment, and recent studies suggest that the quality of the CAR-T/NK cell immunological syna…
cs.AI2025
What Shapes a Creative Machine Mind? Comprehensively Benchmarking Creativity in Foundation Models
Zicong He, Boxuan Zhang, Weihao Liu +2
The meteoric rise of foundation models (FMs) has expanded their capabilities far beyond conventional tasks. Creativity, long regarded as a hallmark of human intelligence and a driv…