Peirong Ma

According to our database, Peirong Ma authored at least 21 papers between 2019 and 2026.

Collaborative distances:

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

2026

Early High-Frequency Injection for Geometry-Sensitive OOD Detection.

Chuanjie Cheng, Ningkang Peng, Chenxi Liu, Yifan He, Peirong Ma, Yanhui Gu

CoRR, May, 2026

GAMR: Geometric-Aware Manifold Regularization with Virtual Outlier Synthesis for Learning with Noisy Labels.

Ningkang Peng, Jingyang Mao, Xiaoqian Peng, Peirong Ma, Xichen Yang, Weiguang Qu, Yanhui Gu

CoRR, May, 2026

When Accuracy Is Not Enough: Uncertainty Collapse between Noisy Label Learning and Out-of-Distribution Detection.

Ningkang Peng, Jingyang Mao, Runhan Zhou, Peirong Ma, Yanhui Gu

CoRR, May, 2026

HamBR: Active Decision Boundary Restoration Based on Hamiltonian Dynamics for Learning with Noisy Labels.

Ningkang Peng, Jingyang Mao, Qianfeng Yu, Xiaoqian Peng, Peirong Ma, Yanhui Gu

CoRR, May, 2026

VMF-GOS: Geometry-guided virtual Outlier Synthesis for Long-Tailed OOD Detection.

Ningkang Peng, Qianfeng Yu, Yuhao Zhang, Yafei Liu, Xiaoqian Peng, Peirong Ma, Yi Chen, Peiheng Li, Yanhui Gu

CoRR, February, 2026

Breaking Semantic Hegemony: Decoupling Principal and Residual Subspaces for Generalized OOD Detection.

Ningkang Peng, Xiaoqian Peng, Yuhao Zhang, Qianfeng Yu, Feng Xing, Peirong Ma, Xichen Yang, Yi Chen, Tingyu Lu, Yanhui Gu

CoRR, February, 2026

Align-then-generate: An effective cross-modal generation paradigm for multi-label zero-shot learning.

Peirong Ma, Wu Ran, Yanhui Gu, Huaqiu Chen, Zhiquan He, Hong Lu

Pattern Recognit., 2026

2025

Unleashing the Potential of Hierarchical Region Clues for Open-Vocabulary Multi-Label Classification.

Peirong Ma, Wu Ran, Zhiquan He, Jian Pu, Hong Lu

IEEE Trans. Multim., 2025

Implicit Retinex Decomposition with Chromaticity Disentanglement for Low-Light Image Enhancement.

Mufan Liu, Wu Ran, Zhiquan He, Zuojie Xie, Hong Lu, Peirong Ma

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

ReasonAlign: A Prompt-Based Framework for Zero-Shot Schema Alignment Across Data Sources.

Jiutao Zhou, Chenyu Zhang, Peirong Ma, Weiguang Qu, Masaru Kitsuregawa, Yanhui Gu

Proceedings of the IEEE International Conference on Big Data, 2025

MolJury: A Role-Driven Multi-agent Architecture for Factual Molecular Understanding.

Yuhao Zhang, Xiaoyang Li, Ningkang Peng, Yafei Liu, Xinyu Lu, Meng Li, Yeyang Zhou, Peirong Ma

Proceedings of the Behavioural and Social Computing - 12th International Conference, 2025

EquiMapLE: High-Fidelity and High-Throughput Molecular Analogue Screening with Equivariant Fingerprints and Learned Fusion.

Xinyu Lu, Lingge Gao, Yuhao Zhang, Yanhui Gu, Weiguang Qu, Peirong Ma, Yafei Li, He Huang

Proceedings of the Behavioural and Social Computing - 12th International Conference, 2025

KGsteeredDTI: Drug-Target Interaction Prediction via Knowledge Graphs-Steering.

Xiaoyang Li, Yuhao Zhang, Yafei Liu, Peirong Ma

Proceedings of the Behavioural and Social Computing - 12th International Conference, 2025

2024

A Transferable Generative Framework for Multi-Label Zero-Shot Learning.

Peirong Ma, Zhiquan He, Wu Ran, Hong Lu

IEEE Trans. Circuits Syst. Video Technol., May, 2024

Rainmer: Learning Multi-view Representations for Comprehensive Image Deraining and Beyond.

Wu Ran, Peirong Ma, Zhiquan He, Hong Lu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains.

Wu Ran, Peirong Ma, Zhiquan He, Hao Ren, Hong Lu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

TRNR: Task-Driven Image Rain and Noise Removal With a Few Images Based on Patch Analysis.

Wu Ran, Bohong Yang, Peirong Ma, Hong Lu

IEEE Trans. Image Process., 2023

2022

GAN-MVAE: A discriminative latent feature generation framework for generalized zero-shot learning.

Peirong Ma, Hong Lu, Bohong Yang, Wu Ran

Pattern Recognit. Lett., 2022

Semantic-Related Feature Generation for Generalized Zero-Shot Learning.

Peirong Ma, Wu Ran, Hong Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2020

A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning.

Peirong Ma, Xiao Hu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Face hallucination from low quality images using definition-scalable inference.

Xiao Hu, Peirong Ma, Zhuohao Mai, Shao-Hu Peng, Zhao Yang, Li Wang

Pattern Recognit., 2019