Research Papers Institution
A major public research university in Hong Kong, known for engineering, applied science, and a growing AI/ML research output including LLM distillation and reasoning work.
Diffusion Models · The Hong Kong Polytechnic University
GGT-100K: Generative Ground Truth for Image Restoration turns real-world image restoration data into a checkable test, with concrete failure signals, benchmark limits, and builder takeaways.
Fine-Tuning & Adaptation · The Hong Kong Polytechnic University
Teachability-Aware OPD supervises only ~5% of tokens, those where the teacher's correction lands inside the student's top-K support, matching or beating full-token distillation (44.89 vs 42.37 on Qwen3-4B to 1.7B).