Semi-Supervised Feature Learning for Off-Line Writer Identifications. - Shiming Chen 002; Yisong Wang; Chin-Teng Lin; Zehong Cao (CoRR, 2018)

Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis. - Shiming Chen 002; Peng Zhang 040; Xinge You; Qinmu Peng; Xin Liu 011; Zehong Cao (CoRR, 2019)

Semi-supervised feature learning for improving writer identification. - Shiming Chen 002; Yisong Wang; Chin-Teng Lin; Weiping Ding 001; Zehong Cao (Inf. Sci., 2019)

CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network. - Shiming Chen 002; Wenjie Wang; Beihao Xia; Xinge You; Zehong Cao; Weiping Ding 001 (CoRR, 2020)

BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction. - Beihao Xia; Conghao Wong; Heng Li 008; Shiming Chen 002; Qinmu Peng; Xinge You (CoRR, 2020)

FREE: Feature Refinement for Generalized Zero-Shot Learning. - Shiming Chen 002; Wenjie Wang; Beihao Xia; Qinmu Peng; Xinge You; Feng Zheng; Ling Shao 001 (ICCV, 2021)

Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval. - Wenjie Wang; Yufeng Shi; Shiming Chen 002; Qinmu Peng; Feng Zheng; Xinge You (IJCAI, 2021)

HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. - Shiming Chen 002; Guo-Sen Xie; Yang Liu 069; Qinmu Peng; Baigui Sun; Hao Li 030; Xinge You; Ling Shao 001 (NeurIPS, 2021)

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Jian Zhao 006; Hao Li 030; Xinge You; Shuicheng Yan; Ling Shao 001 (CoRR, 2021)

CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network. - Shiming Chen 002; Wenjie Wang; Beihao Xia; Xinge You; Qinmu Peng; Zehong Cao; Weiping Ding 001 (IEEE Trans. Evol. Comput., 2021)

TransZero: Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Yang Liu 069; Guo-Sen Xie; Baigui Sun; Hao Li 030; Qinmu Peng; Ke Lu 002; Xinge You (AAAI, 2022)

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Wenhan Yang; Qinmu Peng; Kai Wang 036; Jian Zhao 006; Xinge You (CVPR, 2022)

Semantic Compression Embedding for Generative Zero-Shot Learning. - Ziming Hong; Shiming Chen 002; Guo-Sen Xie; Wenhan Yang; Jian Zhao 006; Yuanjie Shao; Qinmu Peng; Xinge You (IJCAI, 2022)

Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation. - Changfeng Yu; Shiming Chen 002; Yi Chang 002; Yibing Song; Luxin Yan (ICCV, 2023)

Evolving Semantic Prototype Improves Generative Zero-Shot Learning. - Shiming Chen 002; Wenjin Hou; Ziming Hong; Xiaohan Ding; Yibing Song; Xinge You; Tongliang Liu; Kun Zhang 001 (ICML, 2023)

EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning. - Shiming Chen 002; Shihuang Chen; Wenjin Hou; Weiping Ding 001; Xinge You (CoRR, 2023)

Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis. - Shiming Chen 002; Peng Zhang 040; Guo-Sen Xie; Qinmu Peng; Zehong Cao; Wei Yuan 001; Xinge You (IEEE Trans. Syst. Man Cybern. Syst., 2023)

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Wenjin Hou; Guo-Sen Xie; Yibing Song; Jian Zhao 006; Xinge You; Shuicheng Yan; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning. - Shiming Chen 002; Wenjin Hou; Salman H. Khan 001; Fahad Shahbaz Khan (CVPR, 2024)

Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning. - Wenjin Hou; Shiming Chen 002; Shuhuang Chen; Ziming Hong; Yan Wang; Xuetao Feng; Salman H. Khan 001; Fahad Shahbaz Khan; Xinge You (CVPR, 2024)

Improving Non-Transferable Representation Learning by Harnessing Content and Style. - Ziming Hong; Zhenyi Wang 001; Li Shen 008; Yu Yao 005; Zhuo Huang; Shiming Chen 002; Chuanwu Yang; Mingming Gong; Tongliang Liu (ICLR, 2024)

FSL-QuickBoost: Minimal-Cost Ensemble for Few-Shot Learning. - Yunwei Bai; Bill Yang Cai; Ying Kiat Tan; Zangwei Zheng; Shiming Chen 002; Tsuhan Chen (ACM Multimedia, 2024)

Causal Visual-semantic Correlation for Zero-shot Learning. - Shuhuang Chen; Dingjie Fu; Shiming Chen 002; Shuo Ye; Wenjin Hou; Xinge You (ACM Multimedia, 2024)

Rethinking attribute localization for zero-shot learning. - Shuhuang Chen; Shiming Chen 002; Guo-Sen Xie; Xiangbo Shu; Xinge You; Xuelong Li 001 (Sci. China Inf. Sci., 2024)

Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning. - Guanglin Zhou; Zhongyi Han; Shiming Chen 002; Biwei Huang; Liming Zhu 001; Salman Khan 001; Xinbo Gao 001; Lina Yao 001 (CoRR, 2024)

Discriminative Image Generation with Diffusion Models for Zero-Shot Learning. - Dingjie Fu; Wenjin Hou; Shiming Chen 002; Shuhuang Chen; Xinge You; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2024)

Improved Feature Generating Framework for Transductive Zero-shot Learning. - Zihan Ye; Xinyuan Ru; Shiming Chen 002; Yaochu Jin; Kaizhu Huang; Xiaobo Jin (CoRR, 2024)

Few-shot object detection: Research advances and challenges. - Zhimeng Xin; Shiming Chen 002; Tianxu Wu; Yuanjie Shao; Weiping Ding 001; Xinge You (Inf. Fusion, 2024)

ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection. - Zhimeng Xin; Tianxu Wu; Shiming Chen 002; Yixiong Zou; Ling Shao 001; Xinge You (IEEE Trans. Image Process., 2024)

GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Qinmu Peng; Xinge You; Weiping Ding 001; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning. - Shiming Chen 002; Shuhuang Chen; Wenjin Hou; Weiping Ding 001; Xinge You (IEEE Trans. Evol. Comput., 2024)

FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation. - Yunwei Bai; Ying Kiat Tan; Shiming Chen 002; Yao Shu; Tsuhan Chen (AAAI, 2025)

ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning. - Zihan Ye; Shreyank N. Gowda; Shiming Chen 002; Xiaowei Huang 001; Haotian Xu; Fahad Shahbaz Khan; Yaochu Jin; Kaizhu Huang; Xiaobo Jin (ICLR, 2025)

HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization. - Guanglin Zhou; Zhongyi Han; Shiming Chen 002; Biwei Huang; Liming Zhu 001; Tongliang Liu; Lina Yao 001; Kun Zhang 001 (IEEE Trans. Multim., 2025)

Toward Realistic Camouflaged Object Detection: Benchmarks and Method. - Zhimeng Xin; Tianxu Wu; Shiming Chen 002; Shuo Ye; Zijing Xie; Yixiong Zou; Xinge You; Yufei Guo (CoRR, 2025)

DRC: Discrete Representation Classifier With Salient Features via Fixed-Prototype. - Qinglei Li; Qi Wang 079; Yongbin Qin; Xinyu Dong; Xingcai Wu; Shiming Chen 002; Wu Liu; Yong-Jin Liu 001; Jiebo Luo 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Interpretable Zero-shot Learning with Infinite Class Concepts. - Zihan Ye; Shreyank N. Gowda; Shiming Chen 002; Yaochu Jin; Kaizhu Huang; Xiaobo Jin (CoRR, 2025)

GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder. - Shiming Chen 002; Dingjie Fu; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2025)

Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model. - Shiming Chen 002; Bowen Duan; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2025)

Visual-Semantic Graph Matching Net for Zero-Shot Learning. - Bowen Duan; Shiming Chen 002; Yufei Guo; Guo-Sen Xie; Weiping Ding 001; Yisong Wang (IEEE Trans. Neural Networks Learn. Syst., 2025)

Few-Shot Object Detection via Spatial-Channel State Space Model. - Zhimeng Xin; Tianxu Wu; Yixiong Zou; Shiming Chen 002; Dingjie Fu; Xinge You (CoRR, 2025)

Semantics-Conditioned Generative Zero-Shot Learning via Feature Refinement. - Shiming Chen 002; Ziming Hong; Xinge You; Ling Shao 001 (Int. J. Comput. Vis., 2025)