Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. - Yuan Xue 002; Qianying Zhou; Jiarong Ye; L. Rodney Long; Sameer K. Antani; Carl Cornwell; Zhiyun Xue; Xiaolei Huang 001 (MICCAI (1), 2019)

Selective Synthetic Augmentation with Quality Assurance. - Yuan Xue 002; Jiarong Ye; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Xiaolei Huang 001 (CoRR, 2019)

Synthetic Sample Selection via Reinforcement Learning. - Jiarong Ye; Yuan Xue 002; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Keith C. Cheng; Xiaolei Huang 001 (MICCAI (1), 2020)

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. - Jiarong Ye; Yuan Xue 002; Peter Liu; Richard Zaino; Keith C. Cheng; Xiaolei Huang 001 (MICCAI (8), 2021)

Selective synthetic augmentation with HistoGAN for improved histopathology image classification. - Yuan Xue 002; Jiarong Ye; Qianying Zhou; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Carl Cornwell; Richard Zaino; Keith C. Cheng; Xiaolei Huang 001 (Medical Image Anal., 2021)

Orthogonal study and analysis of variance on a thermal management system for high-power LED package. - Jiarong Ye; Xiaohui Lin 006; Songping Mo; Lisi Jia; Ying Chen; Zhengdong Cheng (Microelectron. J., 2021)

Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning. - Jiarong Ye; Yin-Ting Yeh; Yuan Xue 002; Ziyang Wang; Na Zhang; He Liu; Kunyan Zhang; RyeAnne Ricker; Zhuohang Yu; Allison Roder; Nestor Perea Lopez; Lindsey Organtini; et al. (CoRR, 2022)

Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning. - Peng Jin; Yin-Ting Yeh; Jiarong Ye; Ziyang Wang; Yuan Xue 002; Na Zhang; Shengxi Huang; Elodie Ghedin; Huaguang Lu; Anthony Schmitt; Sharon X. Huang; Mauricio Terrones (ISBI, 2023)

Synthetic Augmentation with Large-Scale Unconditional Pre-training. - Jiarong Ye; Haomiao Ni; Peng Jin; Sharon X. Huang; Yuan Xue 002 (MICCAI (2), 2023)

Moodifier: MLLM-Enhanced Emotion-Driven Image Editing. - Jiarong Ye; Sharon X. Huang (CoRR, 2025)