Lei Su

3 papers · 2024–2025 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2) ❓ The Questioner

Venues

AAAI (2) NeurIPS (1)

Top co-authors

Zeyu Lei (3) Xiaochen Ma (3) Xuekang Zhu (3) Bo Du (2) Chi-Man Pun (2) Ji-Zhe Zhou (2) Zhuohang Jiang (2) Wentao Feng (1) Xinyu Yang (1) Bingkui Tong (1)

Research topics

Deep Learning (3) Computer Vision (2) Machine Learning (2) Application Areas (2) Architectures (2) Processing (2) Techniques (2) Artificial Intelligence (1) Core AI (1) Core Methods (1)

Keywords

image manipulation localization (2) feature extraction (1) object detection (1) model architecture (1) convolutional neural network (1) benchmark dataset (1) parameter efficiency (1) sparse attention (1) robustness evaluation (1) multi-scale feature (1) hybrid architecture (1) multi-scale representation (1) image manipulation detection (1) non-semantic feature (1) vision transformer (1) mesoscopic representation (1)

Papers

Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer AAAI 2025 Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization AAAI 2025 IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization NeurIPS 2024