@article{roleawareneuralconvexdivergenceheadsfora,
  title = {Role-Aware Neural Convex Divergence Heads for Asymmetric Representation Learning},
  author = {He Huang and Lu Shen and Yunfeng Huang and Li Qi},
  year = {2026},
  eprint = {2607.01762},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.01762},
}