When Classes Evolve: A Benchmark and Framework for Stage-Aware Class-Incremental Learning

@misc{zhang2026when,
  title = {When Classes Evolve: A Benchmark and Framework for Stage-Aware Class-Incremental Learning},
  author = {Zheng Zhang and Tao Hu and Xueheng Li and Yang Wang and Rui Li and Jie Zhang and Chengjun Xie},
  year = {2026},
  eprint = {2602.00573},
  archivePrefix = {arXiv},
  doi = {10.1145/3767308.3835356},
  url = {https://arxiv.org/abs/2602.00573},
}