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Siwei Yang

8 papers hereh-index 8376 citations13 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.CL2
  • cs.CR2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset

Yuhan Wang, Siwei Yang, Bingchen Zhao +4

Recent advancements in large multimodal models like GPT-4o have set a new standard for high-fidelity, instruction-guided image editing. However, the proprietary nature of these mod…

cs.CV2025

Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Siwei Yang, Mude Hui, Bingchen Zhao +3

We introduce Complex-Edit, a comprehensive benchmark designed to systematically evaluate instruction-based image editing models across instructions of varying complexity…

cs.CV2024

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Mude Hui, Siwei Yang, Bingchen Zhao +5

This study introduces HQ-Edit, a high-quality instruction-based image editing dataset with around 200,000 edits. Unlike prior approaches relying on attribute guidance or human feed…

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