APA (7th ed.) Citation

Pan, Y., Xu, K., & Peng, B. (2026). Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization.

Chicago Style (17th ed.) Citation

Pan, Yurui, Ke Xu, and Bo Peng. Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization. 2026.

MLA (9th ed.) Citation

Pan, Yurui, et al. Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization. 2026.