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Yixiong Liang

4 papers · 2022–2026 · 3 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 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

MICCAI (2) AAAI (1) NeurIPS (1)

Top co-authors

Jianxin Wang (2) Shichao Kan (2) Qing Liu (1) Rui Fan (1) Jianfeng Liu (1) Ziyuan Ding (1) Lina Huang (1) Min Li (1) Zhihai He (1) Jiaxu Kang (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

causal inference (1) prototype learning (1) feature embedding (1) ultrasound imaging (1) generalization capability (1) deep metric learning (1) backdoor adjustment (1) disease diagnosis (1) front-door adjustment (1) residual transform (1) projection prototype (1) residual encoding (1) metric learning generalization (1)

Papers

Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026 DES-SAM: Distillation-Enhanced Semantic SAM for Cervical Nuclear Segmentation with Box Annotation MICCAI 2024 HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation MICCAI 2024 Coded Residual Transform for Generalizable Deep Metric Learning NeurIPS 2022