Qinghui He

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

CVPR (2) AAAI (1)

Top co-authors

Bo Liu (3) Qiao Qin (2) Bin Xiao (2) Xiuli Bi (2) Haifeng Zhang (2) Weisheng Li (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Machine Learning (2) Core AI · Artificial Intelligence (2) Learning Types · Deep Learning (2) Analysis (1) Architectures (1) Core AI · Computer Vision (1) Core Methods (1) Learning Types · Machine Learning (1) Models (1)

Keywords

generated image detection (2) cross-model generalization (2) generative model (2) feature disentanglement (1) distribution shift (1) variational information bottleneck (1) feature collapse (1) vision-language model (1) ai-generated image detection (1) generalization performance (1) image forensics (1) multimodal pretrained model (1) generative model detection (1) causal inference (1) feature filtering (1) representation learning (1) feature learning (1)

Papers

CausalCLIP: Causally-Informed Feature Disentanglement and Filtering for Generalizable Detection of Generated Images AAAI 2026 Diversity over Uniformity: Rethinking Representation in Generated Image Detection CVPR 2026 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025