Shape Recovery of Endoscopic Videos by Shape from Shading Using Mesh Regularization. - Zhihang Ren; Tong He; Lingbing Peng; Shuaicheng Liu; Shuyuan Zhu; Bing Zeng (ICIG (3), 2017)

Meshflow video denoising. - Zhihang Ren; Jiajia Li; Shuaicheng Liu; Bing Zeng (ICIP, 2017)

Coding Trajectory: Enable Video Coding for Video Denoising. - Zhihang Ren; Peng Dai 003; Shuaicheng Liu; Shuyuan Zhu; Bing Zeng (ICIP, 2018)

Improve Image-based Skin Cancer Diagnosis with Generative Self-Supervised Learning. - Zhihang Ren; Yunhui Guo; Stella X. Yu; David Whitney (CHASE, 2021)

Controllable Medical Image Generation via Generative Adversarial Networks. - Zhihang Ren; Stella X. Yu; David Whitney (HVEI, 2021)

GAN-aided Serial Dependence Study in Medical Image Perception. - Zhihang Ren (ACM Multimedia, 2021)

Controllable Medical Image Generation via GAN. - Zhihang Ren; Stella X. Yu; David Whitney (J. Percept. Imaging, 2022)

QVDDPG: QV Learning with Balanced Constraint in Actor-Critic Framework. - Jiao Huang; Jifeng Hu; Luheng Yang; Zhihang Ren; Hechang Chen; Bo Yang 002 (IJCNN, 2023)

Multi-scale Gaussian Difference Preprocessing and Dual Stream CNN-Transformer Hybrid Network for Skin Lesion Segmentation. - Xin Zhao; Zhihang Ren (MMM (2), 2023)

SkinCON: Towards Consensus for the Uncertainty of Skin Cancer Sub-typing Through Distribution Regularized Adaptive Predictive Sets (DRAPS). - Zhihang Ren; Yunqi Li; Xinyu Li; Xinrong Xie; Erik P. Duhaime; Kathy Fang; Tapabrata Chakraborti; Yunhui Guo; Stella X. Yu; David Whitney (MICCAI (1), 2024)

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset. - Zhihang Ren; Jefferson Ortega; Yifan Wang; Zhimin Chen; Yunhui Guo; Stella X. Yu; David Whitney (WACV, 2024)

Serial Dependence Study in Medical Image Perception via Generative Models - Zhihang Ren (2024)