Selected Publications

OpenOOD: Benchmarking Generalized Out-of-Distribution Detection ^{Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
Accepted by NeurIPS 2022, Datasets and Benchmarks Track.}

On-Device Domain Generalization ^{Kaiyang Zhou, Yuanhan Zhang, Yuhang Zang, Jingkang Yang, Chen Change Loy, Ziwei Liu}

Panoptic Scene Graph Generation ^{Jingkang Yang, Yi Zhe Ang, Zujin Guo, Kaiyang Zhou, Wayne Zhang, Ziwei Liu
Accepted by European Conference on Computer Vision (ECCV), 2022.}

Full-Spectrum Out-of-Distribution Detection ^{Jingkang Yang, Kaiyang Zhou, Ziwei Liu}

Conditional Prompt Learning for Vision-Language Models ^{Kaiyang Zhou, Jingkang Yang, Ziwei Liu, Chen Change Loy
Accepted by Computer Vision and Pattern Recognition (CVPR), 2022.}

Generalized Out-of-Distribution Detection: A Survey ^{Jingkang Yang, Kaiyang Zhou, Yixuan Li, Ziwei Liu}

Learning to Prompt for Vision-Language Models ^{Kaiyang Zhou, Jingkang Yang, Ziwei Liu, Chen Change Loy}

GIST: Distributed Training for Large-Scale Graph Convolutional Networks ^{Cameron R Wolfe^*, Jingkang Yang^*, Arindam Chowdhury, Chen Dun, Artun Bayer, Santiago Segarra, Anastasios Kyrillidis}

Semantically Coherent Out-of-Detection Detection ^{Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu
Accepted by International Conference on Computer Vision (ICCV), 2021.}

Learning Image Classifier from Only Web Labels and Metadata: Automatic Label Correction through Graph ^{Jingkang Yang, Weirong Chen, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang
Accepted by ACM Multimedia (ACM MM), 2020. (Oral Paper)}

Webly Supervised Image Classification with Self-Contained Confidence ^{Jingkang Yang, Litong Feng, Weirong Chen, Xiaopeng Yan, Huabin Zheng, Ping Luo, Wayne Zhang
Accepted by European Conference on Computer Vision (ECCV), 2020.}

Deep Mixed Model for Marginal Epistasis Detection and Population Stratification Correction in Genome-Wide Association Studies ^{Haohan Wang, Tianwei Yue, Jingkang Yang, Wei Wu, Eric P. Xing
Accepted by BMC Bioinformatics, 2019.}

Enhancing Geometric Deep Learning Via Graph Filter Deconvolution ^{Jingkang Yang, Santiago Segarra
Accepted by Global Conference on Signal and Information Processing (GlobalSIP), 2018.}

Jingkang YANG

Selected Publications