Object Skeleton Extraction in Natural Images by Fusing Scale-Associated Deep Side Outputs. - Wei Shen 002; Kai Zhao 012; Yuan Jiang 002; Yan Wang 033; Zhijiang Zhang; Xiang Bai (CVPR, 2016)

Label Distribution Learning Forests. - Wei Shen 002; Kai Zhao 012; Yilu Guo; Alan L. Yuille (NIPS, 2017)

DeepSkeleton: Learning Multi-Task Scale-Associated Deep Side Outputs for Object Skeleton Extraction in Natural Images. - Wei Shen 002; Kai Zhao 012; Yuan Jiang 002; Yan Wang 033; Xiang Bai; Alan L. Yuille (IEEE Trans. Image Process., 2017)

Deep Regression Forests for Age Estimation. - Wei Shen 002; Yilu Guo; Yan Wang 033; Kai Zhao 012; Bo Wang 044; Alan L. Yuille (CVPR, 2018)

Hi-Fi: Hierarchical Feature Integration for Skeleton Detection. - Kai Zhao 012; Wei Shen 002; Shanghua Gao; Dandan Li; Ming-Ming Cheng (IJCAI, 2018)

Optimizing the F-measure for Threshold-free Salient Object Detection. - Kai Zhao 012; Shanghua Gao; Qibin Hou; Dandan Li; Ming-Ming Cheng (CoRR, 2018)

DHNet: working double hard to learn a convolutional neural network-based local descriptor. - Dandan Li; Dan Zeng 001; Kai Zhao 012 (J. Electronic Imaging, 2018)

RegularFace: Deep Face Recognition via Exclusive Regularization. - Kai Zhao 012; Jingyi Xu; Ming-Ming Cheng (CVPR, 2019)

Optimizing the F-Measure for Threshold-Free Salient Object Detection. - Kai Zhao 012; Shanghua Gao; Wenguan Wang; Ming-Ming Cheng (ICCV, 2019)

Deep Hough Transform for Semantic Line Detection. - Qi Han 007; Kai Zhao 012; Jun Xu 019; Ming-Ming Cheng (ECCV (9), 2020)

Model-Agnostic Structured Sparsification with Learnable Channel Shuffle. - Xin-Yu Zhang 023; Kai Zhao 012; Taihong Xiao; Ming-Ming Cheng; Ming-Hsuan Yang 001 (CoRR, 2020)

Dependency Aware Filter Pruning. - Kai Zhao 012; Xin-Yu Zhang 023; Qi Han 007; Ming-Ming Cheng (CoRR, 2020)

Structured sparsification with joint optimization of group convolution and channel shuffle. - Xin-Yu Zhang 023; Kai Zhao 012; Taihong Xiao; Ming-Ming Cheng; Ming-Hsuan Yang 001 (UAI, 2021)

Adaptive Feature Alignment for Adversarial Training. - Tao Wang; Ruixin Zhang; Xingyu Chen; Kai Zhao 012; Xiaolin Huang; Yuge Huang; Shaoxin Li 001; Jilin Li; Feiyue Huang (CoRR, 2021)

Res2Net: A New Multi-Scale Backbone Architecture. - Shanghua Gao; Ming-Ming Cheng; Kai Zhao 012; Xin-Yu Zhang 023; Ming-Hsuan Yang 001; Philip H. S. Torr (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Deep Differentiable Random Forests for Age Estimation. - Wei Shen 002; Yilu Guo; Yan Wang 033; Kai Zhao 012; Bo Wang 044; Alan L. Yuille (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

ContrastMask: Contrastive Learning to Segment Every Thing. - Xuehui Wang; Kai Zhao 012; Ruixin Zhang; Shouhong Ding; Yan Wang 033; Wei Shen 002 (CVPR, 2022)

BézierPalm: A Free Lunch for Palmprint Recognition. - Kai Zhao 012; Lei Shen; Yingyi Zhang; Chuhan Zhou; Tao Wang; Ruixin Zhang; Shouhong Ding; Wei Jia 001; Wei Shen 002 (ECCV (13), 2022)

Geometric Synthesis: A Free lunch for Large-scale Palmprint Recognition Model Pretraining. - Kai Zhao 012; Lei Shen; Yingyi Zhang; Chuhan Zhou; Tao Wang; Ruixin Zhang; Shouhong Ding; Wei Jia 001; Wei Shen 002 (CoRR, 2022)

Video Polyp Segmentation: A Deep Learning Perspective. - Ge-Peng Ji; Guobao Xiao; Yu-Cheng Chou; Deng-Ping Fan; Kai Zhao 012; Geng Chen 001; Huazhu Fu; Luc Van Gool (CoRR, 2022)

Video Polyp Segmentation: A Deep Learning Perspective. - Ge-Peng Ji; Guobao Xiao; Yu-Cheng Chou; Deng-Ping Fan; Kai Zhao 012; Geng Chen 001; Luc Van Gool (Int. J. Autom. Comput., 2022)

Rethinking mask heads for partially supervised instance segmentation. - Kai Zhao 012; Xuehui Wang; Xingyu Chen; Ruixin Zhang; Wei Shen 002 (Neurocomputing, 2022)

Deep Hough Transform for Semantic Line Detection. - Kai Zhao 012; Qi Han 007; Chang-Bin Zhang; Jun Xu 019; Ming-Ming Cheng (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Distribution alignment for cross-device palmprint recognition. - Lei Shen; Yingyi Zhang; Kai Zhao 012; Ruixin Zhang; Wei Shen 002 (Pattern Recognit., 2022)

Adaptive Material Matching for Hyperspectral Imagery Destriping. - Jia Li 032; Junjie Zhang 002; Fansheng Chen; Kai Zhao 012; Dan Zeng 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition. - Lei Shen; Jianlong Jin; Ruixin Zhang; Huaen Li; Kai Zhao 012; Yingyi Zhang; Jingyun Zhang; Shouhong Ding; Yang Zhao 002; Wei Jia 001 (ICCV, 2023)

High-Resolution 3D MRI With Deep Generative Networks via Novel Slice-Profile Transformation Super-Resolution. - Jiahao Lin; Qi Miao; Chuthaporn Surawech; Steven S. Raman; Kai Zhao 012; Holden H. Wu; Kyunghyun Sung (IEEE Access, 2023)

PartDiff: Image Super-resolution with Partial Diffusion Models. - Kai Zhao 012; Alex Ling Yu Hung; Kaifeng Pang; Haoxin Zheng; Kyunghyun Sung (CoRR, 2023)

Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection. - Alex Ling Yu Hung; Haoxin Zheng; Kai Zhao 012; Kaifeng Pang; Demetri Terzopoulos; Kyunghyun Sung (MICCAI (8), 2024)

CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation. - Alex Ling Yu Hung; Haoxin Zheng; Kai Zhao 012; Xiaoxi Du; Kaifeng Pang; Qi Miao; Steven S. Raman; Demetri Terzopoulos; Kyunghyun Sung (WACV, 2024)

Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction. - Kai Zhao 012; Zuojie He; Alex Ling Yu Hung; Dan Zeng 001 (CoRR, 2024)

Adaptive feature alignment for adversarial training. - Kai Zhao 012; Tao Wang; Ruixin Zhang; Wei Shen 002 (Pattern Recognit. Lett., 2024)

Refining Uncertain Features With Self-Distillation for Face Recognition and Person Re-Identification. - Fu-Zhao Ou; Xingyu Chen; Kai Zhao 012; Shiqi Wang 001; Yuan-Gen Wang; Sam Kwong (IEEE Trans. Multim., 2024)

Minimally User-Guided 3D Micro-Ultrasound Prostate Segmentation. - Alex Ling Yu Hung; Kai Zhao 012; Kaifeng Pang; Qi Miao; Zhaozhi Wang; Wayne Brisbane; Demetri Terzopoulos; Kyunghyun Sung (ISBI, 2025)

MPR-Diff: A Self-Supervised Diffusion Model for Multi-Planar Reformation in Prostate Micro-Ultrasound Imaging. - Kaifeng Pang; Qi Miao; Alex Ling Yu Hung; Kai Zhao 012; Eunsun Oh; Raymi Ramirez; Wayne Brisbane; Kyunghyun Sung (ISBI, 2025)

NExpR: Neural Explicit Representation for fast arbitrary-scale medical image super-resolution. - Kaifeng Pang; Kai Zhao 012; Alex Ling Yu Hung; Haoxin Zheng; Ran Yan; Kyunghyun Sung (Comput. Biol. Medicine, 2025)

MRI Super-Resolution With Partial Diffusion Models. - Kai Zhao 012; Kaifeng Pang; Alex Ling Yu Hung; Haoxin Zheng; Ran Yan; Kyunghyun Sung (IEEE Trans. Medical Imaging, 2025)

PoRe: Position-Reweighted Visual Token Pruning for Vision Language Models. - Kai Zhao 012; Wubang Yuan; Alex Ling Yu Hung; Dan Zeng 001 (CoRR, 2025)

Vision-Motion-Reference Alignment for Referring Multi-Object Tracking via Multi-Modal Large Language Models. - Weiyi Lv; Ning Zhang 023; Hanyang Sun; Haoran Jiang; Kai Zhao 012; Jing Xiao; Dan Zeng 001 (CoRR, 2025)

Beyond Predictive Resampling: Learning Input-Agnostic Downsampling for Efficient Aligned Vision Recognition. - Kai Zhao 012; Liting Ruan; Haoran Jiang; Xiaoqiang Zhu; Xianchao Zhang 002; Dan Zeng 001 (AAAI, 2026)

HiMaC: Histogram-Driven and Mask-Aware Consistency Models for MRI Reconstruction. - Qiudi He; Kai Zhao 012; Kaifeng Pang; Qi Miao; Sanghyeok Lim; Changsuk Oh; Alex Ling Yu Hung; Kyunghyun Sung (ISBI, 2026)

AICM: An Anatomical-Prior Integrated Conditional Consistency Model for Self-Supervised MRI Through-Plane Super-Resolution. - Kaifeng Pang; Qi Miao; Alex Ling Yu Hung; Changsuk Oh; Kai Zhao 012; Qiudi He; Marcel Dominik Nickel; Fei Han; Kyunghyun Sung (ISBI, 2026)

Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language Models. - Kai Zhao 012; Wubang Yuan; Zheng Wang 059; Guanyi Li; Xiaoqiang Zhu; Deng-Ping Fan; Dan Zeng 001 (Comput. Vis. Media, 2026)

PCa-Mamba: Spatiotemporal state space models for prostate cancer detection in multi-parametric MRI. - Kai Zhao 012; Alex Ling Yu Hung; Kaifeng Pang; Parsa Hajipour; Holden H. Wu; Steven S. Raman; Kyunghyun Sung (Medical Image Anal., 2026)

MIST: A Benchmark and Baseline for Multi-Frame Infrared Small Target Detection in Complex Motion. - Rui Gao; Meihong Zhang; Gongyang Li; Guanyi Li; Kai Zhao 012; Xianchao Zhang 002; Dan Zeng 001 (IEEE Trans. Image Process., 2026)

SeGPruner: Semantic-Geometric Visual Token Pruner for 3D Question Answering. - Wenli Li; Kai Zhao 012; Haoran Jiang; Enquan Yang; Yi Su; Dan Zeng 001 (CoRR, 2026)

Sub-JEPA: Subspace Gaussian Regularization for Stable End-to-End World Models. - Kai Zhao 012; Dongliang Nie; Yuchen Lin; Zhehan Luo; Yixiao Gu; Deng-Ping Fan; Dan Zeng 001 (CoRR, 2026)