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Hengrui Lou

3 accepted papers

2026

Cello: A Universal Cell-wise Feature Aggregation framework for Reliable Pathology Images Analysis

ICML 2026poster

Computational pathology has made progress in diagnosis and prognosis prediction from whole slide images (WSIs), yet pipelines still rely on patch-level feature extraction and aggregation, departing from the cell-centric reasoning used by pathologists. This gap limits sensitivity to micro-lesions and…

Cited by 0SourceScholar
2025

CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection

IJCAI 2025

With the swift progression of image generation technology, the widespread emergence of facial deepfakes poses significant challenges to the field of security, thus amplifying the urgent need for effective deepfake detection. Existing techniques for face forgery detection can broadly be categorized i

Cited by 0SourcePDFScholar
2025

STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification

ICML 2025poster

With the rise of AIGC technologies, particularly diffusion models, highly realistic fake images that can deceive human visual perception has become feasible. Consequently, various forgery detection methods have emerged. However, existing methods treat the generation process of fake images as either…