Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning.
CoRR, January, 2025
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective.
CoRR, 2024
Superclass Learning with Representation Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023