Binbin Zhou

3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (1) IJCAI (1) NeurIPS (1)

Top co-authors

Zengwei Zheng (2) Jiayun Jin (1) Gang Pan (1) Xiaoqing Guo (1) Xinyu Wang (1) Zhan Zhou (1) Qi Ma (1) Pengfei Li (1) Yaodong Yang (1) Linrui Zhang (1)

Research topics

Healthcare & Medicine (2) Clinical (2) Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Applications (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

contrastive learning (2) policy optimization (1) medical imaging (1) constraint satisfaction (1) major depressive disorder (1) reward maximization (1) safe reinforcement learning (1) safety constraint (1) image-text retrieval (1) vision-language pre-training (1) zero-shot classification (1) surrogate function (1) knowledge-guided learning (1) brain graph (1) functional connectivity (1) default mode network (1)

Papers

Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding CVPR 2026 KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis IJCAI 2025 Constrained Update Projection Approach to Safe Policy Optimization NeurIPS 2022