Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts

@misc{yao2026socialized,
  title = {Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts},
  author = {Xinjie Yao and Zhihe Fan and Yunqi Zhu and Jiaqi Zhou and Dengyu Zhao and Zhoupeng Guo and Yan Fan and Guosong Jiang and Pengfei Zhu},
  year = {2026},
  eprint = {2608.21044},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.21044},
}