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Ji Zhou

3 accepted papers

2026

BDLF-Qwen3: Enhanced Cross-Architecture Binary Function Similarity Detection Through Binary Dynamic Layer Fusion

AAAI 2026technical

Binary code analysis is essential for software security across various instruction set architectures. Cross-architecture binary function similarity detection faces significant challenges due to substantial differences in instruction sets and architectural conventions. Existing approaches struggle to

Cited by 0SourcePDFScholar
2024

ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets

NeurIPS 2024poster

Recent advances in calcium imaging enable simultaneous recordings of up to a million neurons in behaving animals, producing datasets of unprecedented scales. Although individual neurons and their activity traces can be extracted from these videos with automated algorithms, the results often require…

2020

Content-Aware Unsupervised Deep Homography Estimation

ECCV 2020poster

Homography estimation is a basic image alignment method in many applications. It is usually done by extracting and matching sparse feature points, which are error-prone in low-light and low-texture images. On the other hand, previous deep homography approaches use either synthetic images for supervi…