Xiaoyuan Guan

4 papers · 2023–2025 · 4 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 (14)

Venues

AAAI (1) ICCV (1) IJCAI (1) MICCAI (1)

Top co-authors

Ruixuan Wang (3) Wei-Shi Zheng (3) Yuren Zhou (3) Shenshen Bu (1) Zhouwu Liu (1) Hao Chen (1) Jiankang Chen (1) Chunliang Zhao (1) Jie Yan (1) Tianyi Yang (1)

Research topics

Machine Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types · Deep Learning (1) Optimization (1)

Keywords

scoring function (2) out-of-distribution detection (2) reconstruction error (1) multi-objective optimization (1) convolutional neural network (1) evolutionary algorithm (1) runtime analysis (1) drift analysis (1) crossover operation (1) feature statistics (1) energy score (1) bi-objective problem (1) anomaly detection (1) feature vector element (1) principal component analysis (1)

Papers

Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection MICCAI 2025 Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024 Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation IJCAI 2024 Revisit PCA-based Technique for Out-of-Distribution Detection ICCV 2023