default author photo

Tongze Zhang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

61

TOTAL CITATIONS

0

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

Region-Based Deep Metric Learning for Tackling Class Overlap in Online Semi-Supervised Data Stream Classification

Number of pages: 41 Posted: 02 Aug 2025
Zhonglin Wu, Hongliang Wang, Tongze Zhang, Hongyuan Liu, Jinxia Guo, Qinli Yang and Junming Shao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,263,436)

Abstract:

Loading...

data streams, Class Overlap, semi-supervised learning, Metric Learning

2.

The Energy View of Adversarial Robustness: From Theory to Lightweight Self-Correction

Number of pages: 28 Posted: 03 Dec 2025
Rui Zhang, Mingsong Jiang, Tongze Zhang, Qinli Yang and Junming Shao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 15 (1,500,778)

Abstract:

Loading...

Adversarial machine learning, Adversarial Defense, Adversarial training, Energy model, sep Self-Correction

3.

Exploring Latent Prototype Structures for Generalized Category Discovery in ComplexOpen-world Scenarios

Number of pages: 12 Posted: 11 May 2026
Tongze Zhang, Jiaming Liu, Zhong Zhang, Guo Ye, Qinli Yang and Junming Shao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 11 (1,555,090)

Abstract:

Loading...

Generalized Category Discovery, Prototype Community, Multi-Prototype Representation Learning, Open-WorldScenarios