| 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 | ACL | LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation. | Siqing Song, Chuang Wang, Yong Lang, Yi Yang, Xu-Yao Zhang |
| 2026 | ACL | MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning. | Xukai Wang, Xuanbo Liu, Mingrui Chen, Haitian Zhong, Xuanlin Yang, Bohan Zeng, Jinbo Hu, Hao Liang, Junbo Niu, Xuchen Li, Ruitao Wu, Ruichuan An, Yang Shi, Liu Liu, Qiang Liu, Zhouchen Lin, Xu-Yao Zhang, Wentao Zhang, Bin Dong |
| 2026 | ACL | MR-ALIGN: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models. | Xinming Wang, Jian Xu, Bin Yu, Sheng Lian, Yi Chen, Boran Wang, Yingjian Zhu, Hongzhu Yi, Hongming Yang, Han Hu, Cheng-Lin Liu, Xu-Yao Zhang |
| 2026 | ICPR | Gradient Guided LoRA for Stable Fine-Tuning of LLMs. | Yuan Ma, Peipei Yang, Hongjian Fang, Xu-Yao Zhang |
| 2025 | AAAI | Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information. | Yi Chen, Jian Xu, Xu-Yao Zhang, Wen-Zhuo Liu, Yang-Yang Liu, Cheng-Lin Liu |
| 2025 | ACL | HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model. | Haiyang Guo, Fanhu Zeng, Ziwei Xiang, Fei Zhu, Da-Han Wang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2025 | ACL | Achieving binary weight and activation for LLMs using Post-Training Quantization. | Siqing Song, Chuang Wang, Rui-Qi Wang, Yi Yang, Xu-Yao Zhang |
| 2025 | EMNLP | ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt. | Fanhu Zeng, Fei Zhu, Haiyang Guo, Xu-Yao Zhang, Cheng-Lin Liu |
| 2025 | ICASSP | Multi-Task Model Fusion via Adaptive Merging. | Luming Chen, Ziwei Xiang, Kai Lei, Xu-Yao Zhang |
| 2025 | ICCV | Federated Continual Instruction Tuning. | Haiyang Guo, Fanhu Zeng, Fei Zhu, Wenzhuo Liu, Da-Han Wang, Jian Xu, Xu-Yao Zhang, Cheng-Lin Liu |
| 2025 | ICDAR | OracleGCD: Generalized Category Discovery for Oracle Bone Scripts. | Hetao Wu, Kunchi Li, Xu-Yao Zhang, Qiufeng Wang, Da-Han Wang |
| 2025 | ICLR | Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection. | Fanhu Zeng, Zhen Cheng, Fei Zhu, Hongxin Wei, Xu-Yao Zhang |
| 2024 | CVPR | Unified Entropy Optimization for Open-Set Test-Time Adaptation. | Zhengqing Gao, Xu-Yao Zhang, Cheng-Lin Liu |
| 2024 | CVPR | Active Generalized Category Discovery. | Shijie Ma, Fei Zhu, Zhun Zhong, Xu-Yao Zhang, Cheng-Lin Liu |
| 2024 | CVPR | RCL: Reliable Continual Learning for Unified Failure Detection. | Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu, Zhaoxiang Zhang |
| 2024 | ECCV | PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning. | Haiyang Guo, Fei Zhu, Wenzhuo Liu, Xu-Yao Zhang, Cheng-Lin Liu |
| 2024 | ICASSP | Prototype Calibration with Synthesized Samples for Zero-Shot Chinese Character Recognition. | Xiang Ao, Xiaohui Li, Xu-Yao Zhang, Chenglin Liu |
| 2024 | ICONIP | Cross-Domain Few-Shot Learning with Equiangular Embedding and Dynamic Adversarial Augmentation. | Ziwei Xiang, Luming Chen, Kai Lei, Xu-Yao Zhang |
| 2024 | ICPR | UAD-DPL: An Unknown Encrypted Attack Detection Method Based on Deep Prototype Learning. | Liangchen Chen, Shu Gao, Baoxu Liu, Xu-Yao Zhang |
| 2024 | ICPR | ENS-RFMC: An Encrypted Network Traffic Sampling Method Based on Rule-Based Feature Extraction and Multi-hierarchical Clustering for Intrusion Detection. | Liangchen Chen, Shu Gao, Zixuan Wei, Baoxu Liu, Xu-Yao Zhang |
| 2024 | ICPR | Delving into Feature Space: Improving Adversarial Robustness by Feature Spectral Regularization. | Zhen Cheng, Fei Zhu, Xu-Yao Zhang, Cheng-Lin Liu |
| 2024 | ICPR | OCR4HSV: A Multi-task Learning Approach for Handwritten Signature Verification. | Chao-Qun Lin, Da-Han Wang, Yanfei Su, De-Wu Ge, Xu-Yao Zhang |
| 2024 | ICPR | SANS: Spatial-Aware Neural Solver for Plane Geometry Problem. | Zi-Hao Lin, Shun-Xin Xiao, Zirong Chen, Jian-Min Li, Da-Han Wang, Xu-Yao Zhang |
| 2024 | ICPR | Learning Explicit Radical Representations for Zero-Shot Chinese Character Recognition. | Song-Liang Pan, Da-Han Wang, Nanfeng Jiang, Xu-Yao Zhang, Shunzhi Zhu |
| 2024 | ICPR | Document Image Shadow Removal via Frequency Information-Oriented Network. | Fan Yang, Xinyue Zhou, Nanfeng Jiang, Da-Han Wang, Xu-Yao Zhang, Guantin Li, Wang Man, Yun Wu |
| 2024 | ICPR | DocHFormer: Document Image Dewarping via Harmonized Modeling of Hierarchical Priors. | Xinyue Zhou, Guanting Li, Nanfeng Jiang, Da-Han Wang, Xu-Yao Zhang, Shunzhi Zhu |
| 2023 | CVPR | OpenMix: Exploring Outlier Samples for Misclassification Detection. | Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu |
| 2022 | ECCV | Rethinking Confidence Calibration for Failure Prediction. | Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu |
| 2022 | ICPR | Critical Radical Analysis Network for Chinese Character Recognition. | Guo-Feng Luo, Huayi Yin, Da-Han Wang, Xu-Yao Zhang, Shunzhi Zhu |
| 2021 | AAAI | Proxy Graph Matching with Proximal Matching Networks. | Haoru Tan, Chuang Wang, Sitong Wu, Tie-Qiang Wang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2021 | AAAI | Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition. | Jin-Wen Wu, Fei Yin, Yan-Ming Zhang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2021 | CVPR | Semantic-Aware Video Text Detection. | Wei Feng, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2021 | CVPR | Prototype Augmentation and Self-Supervision for Incremental Learning. | Fei Zhu, Xu-Yao Zhang, Chuang Wang, Fei Yin, Cheng-Lin Liu |
| 2021 | ICDAR | Adaptive Scaling for Archival Table Structure Recognition. | Xiao-Hui Li, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2021 | ICDAR | Document Dewarping with Control Points. | Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2020 | DAS | Dewarping Document Image by Displacement Flow Estimation with Fully Convolutional Network. | Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2020 | ICPR | Cross-Lingual Text Image Recognition via Multi-Task Sequence to Sequence Learning. | Zhuo Chen, Fei Yin, Xu-Yao Zhang, Qing Yang, Cheng-Lin Liu |
| 2020 | ICPR | F-mixup: Attack CNNs From Fourier Perspective. | Xiu-Chuan Li, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu |
| 2020 | ICPR | Mutually Guided Dual-Task Network for Scene Text Detection. | Mengbiao Zhao, Wei Feng, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2019 | ICCV | TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting. | Wei Feng, Wenhao He, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2019 | ICDAR | Cross-Modal Prototype Learning for Zero-Shot Handwriting Recognition. | Xiang Ao, Xu-Yao Zhang, Hong-Ming Yang, Fei Yin, Cheng-Lin Liu |
| 2019 | ICDAR | CASIA-AHCDB: A Large-Scale Chinese Ancient Handwritten Characters Database. | Yue Xu, Fei Yin, Da-Han Wang, Xu-Yao Zhang, Zhaoxiang Zhang, Cheng-Lin Liu |
| 2019 | ICDAR | Fast Text/non-Text Image Classification with Knowledge Distillation. | Miao Zhao, Rui-Qi Wang, Fei Yin, Xu-Yao Zhang, Lin-Lin Huang, Jean-Marc Ogier |
| 2018 | CVPR | Robust Classification With Convolutional Prototype Learning. | Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu |
| 2018 | ICFHR | Deep Transfer Mapping for Unsupervised Writer Adaptation. | Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Jun Sun, Cheng-Lin Liu |
| 2018 | ICPR | Convolutional Discriminant Analysis. | Guoqiang Zhong, Yan Zheng, Xu-Yao Zhang, Hongxu Wei, Xiao Ling |
| 2017 | ICCV | Deep Direct Regression for Multi-oriented Scene Text Detection. | Wenhao He, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu |
| 2017 | ICDAR | Handwriting Style Mixture Adaptation. | Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu |
| 2017 | ICIG | Margin-Aware Binarized Weight Networks for Image Classification. | Ting-Bing Xu, Peipei Yang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2017 | IJCAI | Dynamic Multi-Task Learning with Convolutional Neural Network. | Yuchun Fang, Zhengyan Ma, Zhaoxiang Zhang, Xu-Yao Zhang, Xiang Bai |
| 2017 | IJCAI | Diverse Neuron Type Selection for Convolutional Neural Networks. | Guibo Zhu, Zhaoxiang Zhang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2016 | AAAI | Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver. | Yan-Ming Zhang, Xu-Yao Zhang, Xiao-Tong Yuan, Cheng-Lin Liu |
| 2016 | ICFHR | Handwritten Chinese Character Recognition by Joint Classification and Similarity Ranking. | Cheng Cheng, Xu-Yao Zhang, Xiaohu Shao, Xiang-Dong Zhou |
| 2016 | ICFHR | Unsupervised Adaptation of Neural Networks for Chinese Handwriting Recognition. | Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Zhenbo Luo, Cheng-Lin Liu |
| 2016 | ICIP | Exploiting coarse-to-fine mechanism for fine-grained recognition. | Yongzhong Wang, Xu-Yao Zhang, Yanming Zhang, Xinwen Hou, Cheng-Lin Liu |
| 2016 | ICPR | Handwritten Chinese character recognition with spatial transformer and deep residual networks. | Zhao Zhong, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu |
| 2015 | ICCV | Task-Driven Feature Pooling for Image Classification. | Guo-Sen Xie, Xu-Yao Zhang, Xiangbo Shu, Shuicheng Yan, Cheng-Lin Liu |
| 2014 | ACCV | Efficient Feature Coding Based on Auto-encoder Network for Image Classification. | Guo-Sen Xie, Xu-Yao Zhang, Cheng-Lin Liu |
| 2014 | AVSS | Effective license plate detection using fast candidate region selection and covariance feature based filtering. | Bo-Yuan Feng, Mingwu Ren, Xu-Yao Zhang, Cheng-Lin Liu |
| 2014 | ICPR | Improving Handwritten Chinese Character Recognition with Discriminative Quadratic Feature Extraction. | Ming-Ke Zhou, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu |
| 2014 | IJCNN | Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction. | Guo-Sen Xie, Xu-Yao Zhang, Yan-Ming Zhang, Cheng-Lin Liu |
| 2013 | ICDAR | Extraction of Serial Numbers on Bank Notes. | Bo-Yuan Feng, Mingwu Ren, Xu-Yao Zhang, Ching Y. Suen |
| 2013 | ICDAR | ICDAR 2013 Chinese Handwriting Recognition Competition. | Fei Yin, Qiu-Feng Wang, Xu-Yao Zhang, Cheng-Lin Liu |
| 2013 | ICDAR | Locally Smoothed Modified Quadratic Discriminant Function. | Xu-Yao Zhang, Cheng-Lin Liu |
| 2013 | ICDM | Feature Transformation with Class Conditional Decorrelation. | Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu |
| 2012 | ICFHR | Confused Distance Maximization for Large Category Dimensionality Reduction. | Xu-Yao Zhang, Cheng-Lin Liu |
| 2012 | ICONIP | Multiple Outlooks Learning with Support Vector Machines. | Yinglu Liu, Xu-Yao Zhang, Kaizhu Huang, Xinwen Hou, Cheng-Lin Liu |
| 2012 | ICONIP | Manifold Regularized Multi-Task Learning. | Peipei Yang, Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu |
| 2011 | CVPR | Style transfer matrix learning for writer adaptation. | Xu-Yao Zhang, Cheng-Lin Liu |
| 2011 | ICDAR | Perceptron Learning of Modified Quadratic Discriminant Function. | Tong-Hua Su, Cheng-Lin Liu, Xu-Yao Zhang |
| 2011 | IJCAI | Pattern Field Classification with Style Normalized Transformation. | Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu |