SG
Shujian Gao
cs.CVcs.AIcs.CEcs.LGFederated LearningImage Interpretation, Computer-AssistedImage Processing, Computer-AssistedSupervised Machine Learning
On Valency
published · living versionsW_bt9a2shm·v1 · currentpublished
MedVTok: A General-Purpose Medical Visual Tokenizer
with Chenglong Ma, Yuanfeng Ji, Junzhi Ning, Jiyao Liu +16
1 version
Preprints & journals
9 papers in the corpus · 2025–2026TriCSART: Semi-Supervised Medical Image Segmentation With Triple-Level Contrastive Learning and Selective Active Re-Training.41729657 · Gao, Shujian, Wang, Yuan, Yang, Jiacheng et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;30(9):7403-7416
MedUP: Awakening Unified Understanding and Perception in Medical Vision-Language Models2608.10635v1 · Yuan Wang, Hualiang Wang, Yixin Chen et al.2026 · 0 citationsarXiv
FedGSCA: Medical Federated Learning With Global Sample Selector and Client Adaptive Adjuster Under Label Noise.41666055 · Ye, Mengwen, Huangfu, Yingzi, Gao, Shujian et al.2026 · 2 citationsIEEE journal of biomedical and health informatics. 2026;30(8):6696-6707
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding2607.01751v1 · Yuan Wang, Shujian Gao, Songtao Jiang et al.2026 · 0 citationsarXiv
Thinking with Deltas: Incentivizing Reinforcement Learning via Differential Visual Reasoning Policy2601.06801v1 · Shujian Gao, Yuan Wang, Jiangtao Yan et al.2026 · 0 citationsarXiv
Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation2512.02710v1 · Yuan Wang, Shujian Gao, Jiaxiang Liu et al.2025 · 1 citationarXiv
BARL: Bilateral Alignment in Representation and Label Spaces for Semi-Supervised Volumetric Medical Image Segmentation2510.16863v2 · Shujian Gao, Yuan Wang, Zekuan Yu2025 · 0 citationsarXiv
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs2510.01691v1 · Jiyao Liu, Jinjie Wei, Wanying Qu et al.2025 · 0 citationsarXiv
V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis2506.19610v2 · Yuan Wang, Jiaxiang Liu, Shujian Gao et al.2025 · 12 citationsarXiv
Career total: 11 works. 9 are in this corpus.
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