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Shigui Li

11 papers hereh-index 455 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.CV2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEVODiff: Entropy-aware Variance Optimized Diffusion Inference

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2026

Consist-Retinex: One-Step Noise-Emphasized Consistency Training Accelerates High-Quality Retinex Enhancement

Jian Xu, Wei Chen, Shigui Li +3

Retinex-based low-light image enhancement benefits from separating reflectance and illumination, yet recent generative approaches often rely on iterative sampling and are difficult…

cs.CV2026★ 1 cited

EVODiff: Entropy-aware Variance Optimized Diffusion Inference

Shigui Li, Wei Chen, Delu Zeng

Diffusion models (DMs) excel in image generation but suffer from slow inference and training-inference discrepancies. Although gradient-based solvers for DMs accelerate denoising i…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.