| 2026 | AAAI | VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding. | Shibo Gao, Peipei Yang, Yangyang Liu, Yi Chen, Han Zhu, Xu-Yao Zhang, Linlin Huang |
| 2026 | ACL | FARSS: Fisher-Optimized Adaptive Low-Rank and Singular-Vector Selection for Knowledge-Preserving Fine-Tuning. | Renxing Chen, Ziwei Xiang, Peisong Wang, Hongjian Fang, Meng Li, Fanhu Zeng, Yanan Zhu, Peipei Yang, Xu-Yao Zhang, Jian Cheng |
| 2026 | ICPR | Gradient Guided LoRA for Stable Fine-Tuning of LLMs. | Yuan Ma, Peipei Yang, Hongjian Fang, Xu-Yao Zhang |
| 2025 | ICASSP | SUVAD: Semantic Understanding Based Video Anomaly Detection Using MLLM. | Shibo Gao, Peipei Yang, Linlin Huang |
| 2025 | ICASSP | Semi-supervised Video Anomaly Detection With Compact Deformable 3D Convolution. | Shibo Gao, Peipei Yang, Linlin Huang |
| 2024 | ACCV | Scene-Adaptive SVAD Based On Multi-modal Action-Based Feature Extraction. | Shibo Gao, Peipei Yang, Linlin Huang |
| 2024 | ICONIP | Computing Approximate Nash Equilibrium in Two-Team Zero-Sum Games by NashConv Descent. | Zekeng Zeng, Youzhi Zhang, Peipei Yang, Mingyi Zhang, Junge Zhang |
| 2023 | ICIG | A Stable Long-Term Tracking Method for Group-Housed Pigs. | Shibo Gao, Jinmeng Gong, Peipei Yang, Chao Liang, Linlin Huang |
| 2022 | ICPR | Document Image Rectification in Complex Scene Using Stacked Siamese Networks. | Zhen Xu, Fei Yin, Peipei Yang, Cheng-Lin Liu |
| 2021 | ICONIP | One-Stage Open Set Object Detection with Prototype Learning. | Yongyu Xiong, Peipei Yang, Cheng-Lin Liu |
| 2021 | VR | Using Virtual Reality to Facilitate Common Operational Pictures' Representation. | Aurlie Conges, Peipei Yang, Frdrick Bnaben, Jacob L. Graham |
| 2019 | ICIG | Insect Recognition Under Natural Scenes Using R-FCN with Anchor Boxes Estimation. | Hong-Wei Pang, Peipei Yang, Xiaolin Chen, Yong Wang, Cheng-Lin Liu |
| 2017 | ICDM | A Self-Paced Category-Aware Approach for Unsupervised Adaptation Networks. | Wenzhen Huang, Peipei Yang, Kaiqi Huang |
| 2017 | ICIG | Margin-Aware Binarized Weight Networks for Image Classification. | Ting-Bing Xu, Peipei Yang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2016 | CVPR | ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering. | Zhang Zhang, Kaiqi Huang, Tieniu Tan, Peipei Yang, Jun Li |
| 2016 | IJCAI | FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs. | Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang |
| 2015 | BMVC | Cross-Domain Object Recognition Using Object Alignment. | Pengcheng Liu, Chong Wang, Peipei Yang, Kaiqi Huang, Tieniu Tan |
| 2015 | CVPR | GRSA: Generalized range swap algorithm for the efficient optimization of MRFs. | Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang |
| 2014 | ICPR | Semi-supervised Learning for Cross-Device Visual Location Recognition. | Pengcheng Liu, Peipei Yang, Kaiqi Huang, Tieniu Tan, Hong-Wei Hao |
| 2014 | ICPR | Robust Object Recognition via Visual Pathway Feedback. | Chong Wang, Junge Zhang, Peipei Yang, Kaiqi Huang |
| 2012 | ICONIP | Manifold Regularized Multi-Task Learning. | Peipei Yang, Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu |
| 2011 | ICONIP | Multi-Task Low-Rank Metric Learning Based on Common Subspace. | Peipei Yang, Kaizhu Huang, Cheng-Lin Liu |