Pengcheng Xu

According to our database, Pengcheng Xu authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

Towards Generalized Multi-Image Editing for Unified Multimodal Models.

Pengcheng Xu, Peng Tang, Donghao Luo, Xiaobin Hu, Weichu Cui, Qingdong He, Zhennan Chen, Jiangning Zhang, Charles Ling, Boyu Wang

CoRR, January, 2026

2025

The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection.

Qingdong He, Xueqin Chen, Yanjie Pan, Peng Tang, Pengcheng Xu, Zhenye Gan, Chengjie Wang, Xiaobin Hu, Jiangning Zhang, Yabiao Wang

CoRR, December, 2025

ShortcutBreaker: Low-Rank Noisy Bottleneck with Global Perturbation Attention for Multi-Class Unsupervised Anomaly Detection.

Peng Tang, Xiaoxiao Yan, Xiaobin Hu, Yuning Cui, Donghao Luo, Jiangning Zhang, Pengcheng Xu, Jinlong Peng, Qingdong He, Feiyue Huang, Song Xue, Tobias Lasser

CoRR, October, 2025

Unraveling the Mysteries of Label Noise in Source-Free Domain Adaptation: Theory and Practice.

Gezheng Xu, Li Yi, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Changjian Shui, A. Ian McLeod, Boyu Wang, Charles Ling

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation.

Yanjie Pan, Qingdong He, Zhengkai Jiang, Pengcheng Xu, Chaoyi Wang, Jinlong Peng, Haoxuan Wang, Yun Cao, Zhenye Gan, Mingmin Chi, Bo Peng, Yabiao Wang

CoRR, March, 2025

Textualize Visual Prompt for Image Editing via Diffusion Bridge.

Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang

CoRR, January, 2025

Uniform Noise Distribution and Compact Clusters: Unveiling the Success of Self-Supervised Learning in Label Noise.

Pengcheng Xu, Li Yi, Gezheng Xu, Xi Chen, A. Ian McLeod, Charles Ling, Boyu Wang

Trans. Mach. Learn. Res., 2025

Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing.

Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Qingdong He, Jiangning Zhang, Chengjie Wang, Yunsheng Wu, Charles Ling, Boyu Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Textualize Visual Prompt for Image Editing via Diffusion Bridge.

Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation.

Qingdong He, Jinlong Peng, Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Yong Liu, Yabiao Wang, Chengjie Wang, Xiangtai Li, Jiangning Zhang

CoRR, 2024

2023

When Source-Free Domain Adaptation Meets Learning with Noisy Labels.

Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation.

Pengcheng Xu, Boyu Wang, Charles Ling

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023