1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Incorporating Inductive Biases to Energy-based Generative Models
Yukun Li, Li-Ping Liu
With the advent of score-matching techniques for model training and Langevin dynamics for sample generation, energy-based models (EBMs) have gained renewed interest as generative m…
cs.CL2024
Graph-based Confidence Calibration for Large Language Models
Yukun Li, Sijia Wang, Lifu Huang +1
Reliable confidence estimation is essential for enhancing the trustworthiness of large language models (LLMs), especially in high-stakes scenarios. Despite its importance, accurate…
cs.CV2024★ 1 cited
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint
Yukun Li, Liping Liu
Diffusion models have been popular for point cloud generation tasks. Existing works utilize the forward diffusion process to convert the original point distribution into a noise di…