Multi-scale feature network for few-shot learning. - Mengya Han; Ronggui Wang; Juan Yang 001; Lixia Xue; Min Hu (Multim. Tools Appl., 2020)

Leveraging GAN Priors for Few-Shot Part Segmentation. - Mengya Han; Heliang Zheng; Chaoyue Wang; Yong Luo 002; Han Hu 003; Bo Du 001 (ACM Multimedia, 2022)

Knowledge Graph enhanced Multimodal Learning for Few-shot Visual Recognition. - Mengya Han; Yibing Zhan; Baosheng Yu; Yong Luo 002; Bo Du 001; Dacheng Tao (MMSP, 2022)

PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning. - Mengya Han; Heliang Zheng; Chaoyue Wang; Yong Luo 002; Han Hu 003; Jing Zhang 037; Yonggang Wen 001 (CoRR, 2023)

Two-Stream Prototype Learning Network for Few-Shot Face Recognition Under Occlusions. - Xingyu Yang; Mengya Han; Yong Luo 002; Han Hu 003; Yonggang Wen 001 (IEEE Trans. Multim., 2023)

Region-adaptive Concept Aggregation for Few-shot Visual Recognition. - Mengya Han; Yibing Zhan; Baosheng Yu; Yong Luo 002; Han Hu 003; Bo Du 001; Yonggang Wen 001; Dacheng Tao (Mach. Intell. Res., 2023)

Textual Enhanced Adaptive Meta-Fusion for Few-Shot Visual Recognition. - Mengya Han; Yibing Zhan; Yong Luo 002; Han Hu 003; Kehua Su; Bo Du 001 (IEEE Trans. Multim., 2024)

Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition. - Mengya Han; Yibing Zhan; Yong Luo 002; Bo Du 001; Han Hu 003; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2024)

ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models. - Xuxu Liu; Siyuan Liang; Mengya Han; Yong Luo 002; Aishan Liu; Xiantao Cai; Zheng He; Dacheng Tao (ACL (1), 2025)

PartSeg: Few-shot part segmentation via part-aware prompt learning. - Mengya Han; Heliang Zheng; Chaoyue Wang; Yong Luo 002; Han Hu 003; Jing Zhang 037; Bo Du 001 (Pattern Recognit., 2025)