Xiaoqian Peng

According to our database, Xiaoqian Peng authored at least 11 papers between 2020 and 2026.

Collaborative distances:

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

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

Radial-Angular Geometry for Reliable Update Diagnosis in Noisy-Label Learning.

Ningkang Peng, Jingyang Mao, Xiaoqian Peng, Weiguang Qu, 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

How to Achieve Prototypical Birth and Death for OOD Detection?

Ningkang Peng, Qianfeng Yu, Xiaoqian Peng, Linjing Qian, Yafei Liu, Canran Xiao, Xinyu Lu, Tingyu Lu, Zhichao Zheng, Yanhui Gu

CoRR, March, 2026

Don't Break the Boundary: Continual Unlearning for OOD Detection Based on Free Energy Repulsion.

Ningkang Peng, Kun Shao, Jingyang Mao, Linjing Qian, Xiaoqian Peng, Xichen Yang, Yanhui Gu

CoRR, February, 2026

Halt the Hallucination: Decoupling Signal and Semantic OOD Detection Based on Cascaded Early Rejection.

Ningkang Peng, Chuanjie Cheng, Jingyang Mao, Xiaoqian Peng, Feng Xing, Bo Zhang, Chao Tan, Zhichao Zheng, Peiheng Li, Yanhui Gu

CoRR, February, 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

Learning with Adaptive Prototype Manifolds for Out-of-Distribution Detection.

Ningkang Peng, JiuTao Zhou, Yuhao Zhang, Xiaoqian Peng, Qianfeng Yu, Linjing Qian, Tingyu Lu, Yi Chen, Yanhui Gu

CoRR, February, 2026

2025

Machine Learning-Guided Generation of Novel Pseudo-Natural Products: Applications to Accelerate Drug Discovery.

Wenyu Lu, Xiaoqian Peng, Yan Huang, Zhe Zheng, Zhenzhen Zhu, Xunkai Yin, Wenzhuo Xu, Shulan Mei, Xiuhong Lu, Xia Zhang, Yue Wang, Lihong Hu, Jian Liu

J. Chem. Inf. Model., 2025

2020

Research on trans-region integrated traffic emergency dispatching technology based on multi-agent.

Tingyu Yang, Xiaoqian Peng, Dingjun Chen, Feiyu Yang, Malik Muneeb Abid

J. Intell. Fuzzy Syst., 2020