Mengping Yang

According to our database, Mengping Yang authored at least 25 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Transductive Parameter-Free Propagation Framework for Few-Shot Distribution Rectification.

Heng Tian, Ziqiu Chi, Zhe Wang, Wei Guo, Mengping Yang, Xinlei Xu

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision.

Luozheng Qin, Jia Gong, Yuqing Sun, Tianjiao Li, Mengping Yang, Xiaomeng Yang, Chao Qu, Zhiyu Tan, Hao Li

CoRR, August, 2025

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers.

Yanbing Zhang, Zhe Wang, Qin Zhou, Mengping Yang

CoRR, July, 2025

Omni-Video: Democratizing Unified Video Understanding and Generation.

Zhiyu Tan, Hao Yang, Luozheng Qin, Jia Gong, Mengping Yang, Hao Li

CoRR, July, 2025

Image Synthesis Under Limited Data: A Survey and Taxonomy.

Mengping Yang, Zhe Wang

Int. J. Comput. Vis., June, 2025

Cockatiel: Ensembling Synthetic and Human Preferenced Training for Detailed Video Caption.

Luozheng Qin, Zhiyu Tan, Mengping Yang, Xiaomeng Yang, Hao Li

CoRR, March, 2025

Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data.

Mengping Yang, Zhe Wang, Ziqiu Chi, Dongdong Li, Wenli Du

CoRR, February, 2025

2024

Adaptive weighted dictionary representation using anchor graph for subspace clustering.

Wenyi Feng, Zhe Wang, Ting Xiao, Mengping Yang

Pattern Recognit., 2024

Freezing partial source representations matters for image inpainting under limited data.

Yanbing Zhang, Mengping Yang, Ting Xiao, Zhe Wang, Ziqiu Chi

Eng. Appl. Artif. Intell., 2024

E2EDiff: Direct Mapping from Noise to Data for Enhanced Diffusion Models.

Zhiyu Tan, Wenxu Qian, Hesen Chen, Mengping Yang, Lei Chen, Hao Li

CoRR, 2024

EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models.

Zhiyu Tan, Xiaomeng Yang, Luozheng Qin, Mengping Yang, Cheng Zhang, Hao Li

CoRR, 2024

An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation.

Zhiyu Tan, Mengping Yang, Luozheng Qin, Hao Yang, Ye Qian, Qiang Zhou, Cheng Zhang, Hao Li

Proceedings of the Computer Vision - ECCV 2024, 2024

Attention Calibration for Disentangled Text-to-Image Personalization.

Yanbing Zhang, Mengping Yang, Qin Zhou, Zhe Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Semantic alignment with self-supervision for class incremental learning.

Zhiling Fu, Zhe Wang, Xinlei Xu, Mengping Yang, Ziqiu Chi, Weichao Ding

Knowl. Based Syst., December, 2023

Adaptive federated few-shot feature learning with prototype rectification.

Mengping Yang, Xu Chu, Jingwen Zhu, Yonghui Xi, Saisai Niu, Zhe Wang

Eng. Appl. Artif. Intell., November, 2023

ProtoGAN: Towards high diversity and fidelity image synthesis under limited data.

Mengping Yang, Zhe Wang, Ziqiu Chi, Wenli Du

Inf. Sci., 2023

DFSGAN: Introducing editable and representative attributes for few-shot image generation.

Mengping Yang, Saisai Niu, Zhe Wang, Dongdong Li, Wenli Du

Eng. Appl. Artif. Intell., 2023

Revisiting the Evaluation of Image Synthesis with GANs.

Mengping Yang, Ceyuan Yang, Yichi Zhang, Qingyan Bai, Yujun Shen, Bo Dai

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation.

Mengping Yang, Zhe Wang, Wenyi Feng, Qian Zhang, Ting Xiao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Semantic-Aware Generator and Low-level Feature Augmentation for Few-shot Image Generation.

Zhe Wang, Jiaoyan Guan, Mengping Yang, Ting Xiao, Ziqiu Chi

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Learning to Capture the Query Distribution for Few-Shot Learning.

Ziqiu Chi, Zhe Wang, Mengping Yang, Dongdong Li, Wenli Du

IEEE Trans. Circuits Syst. Video Technol., 2022

Gravitation balanced multiple kernel learning for imbalanced classification.

Mengping Yang, Zhe Wang, Yanqiong Li, Yangming Zhou, Dongdong Li, Wenli Du

Neural Comput. Appl., 2022

FreGAN: Exploiting Frequency Components for Training GANs under Limited Data.

Mengping Yang, Zhe Wang, Ziqiu Chi, Yanbing Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Better Embedding and More Shots for Few-shot Learning.

Ziqiu Chi, Zhe Wang, Mengping Yang, Wei Guo, Xinlei Xu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation.

Mengping Yang, Zhe Wang, Ziqiu Chi, Wenyi Feng

Proceedings of the Computer Vision - ECCV 2022, 2022