@article{regularityawarestochasticmgdawithadaptiv,
  title = {Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control},
  author = {Chentong Huang and Lisha Chen},
  year = {2026},
  eprint = {2607.15412},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.15412},
}