| 2026 | AAAI | Efficiently Seeking Flat Minima for Better Generalization in Fine-Tuning Large Language Models and Beyond. | Jiaxin Deng, Qingcheng Zhu, Junbiao Pang, Linlin Yang, Zhongqian Fu, Baochang Zhang |
| 2025 | AAAI | Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization. | Jiaxin Deng, Junbiao Pang, Baochang Zhang, Guodong Guo |
| 2021 | ICIP | Pavement Crack Detection Using Multi-stage Structural Feature Extraction Model. | Lijuan Duan, Jun Zeng, Junbiao Pang, Junzhe Wang |
| 2019 | MMM | Accelerating Topic Detection on Web for a Large-Scale Data Set via Stochastic Poisson Deconvolution. | Jinzhong Lin, Junbiao Pang, Li Su, Yugui Liu, Qingming Huang |
| 2016 | ICIP | Webpage saliency prediction with multi-features fusion. | Jian Li, Li Su, Bo Wu, Junbiao Pang, Chunfeng Wang, Zhe Wu, Qingming Huang |
| 2016 | ICIP | Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature. | Junbiao Pang, Huihuang Lin, Li Su, Chunjie Zhang, Weigang Zhang, Lijuan Duan, Qingming Huang, Baocai Yin |
| 2013 | ICIP | Stochastic boosting for large-scale image classification. | Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang |
| 2012 | ICPR | Theoretical analysis of learning local anchors for classification. | Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang |
| 2012 | ICPR | Color Maximal-Dissimilarity Pattern for pedestrian detection. | Qingyuan Wang, Junbiao Pang, Guoyi Liu, Lei Qin, Qingming Huang, Shuqiang Jiang |
| 2011 | ICCV | Treat samples differently: Object tracking with semi-supervised online CovBoost. | Guorong Li, Lei Qin, Qingming Huang, Junbiao Pang, Shuqiang Jiang |
| 2008 | ECCV | Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection. | Junbiao Pang, Qingming Huang, Shuqiang Jiang |
| 2008 | ICIP | Pedestrian detection via logistic multiple instance boosting. | Junbiao Pang, Qingming Huang, Shuqiang Jiang, Wen Gao |
| 2007 | ICIP | Monocular Tracking 3D People By Gaussian Process Spatio-Temporal Variable Model. | Junbiao Pang, Laiyun Qing, Qingming Huang, Shuqiang Jiang, Wen Gao |