GY
Gu Yannian
cs.AIcs.CVcs.LGeess.IVcs.CL
On Valency
published · living versionsW_nv7p2h8b·v1 · currentpublished
A Fisher-Geometric View of Multi-Teacher On-Policy Distillation
with Liu Kaiyuan, Zhuang Ziyuan, Ma Haoxuan, Song Mingfei +2
1 version
Preprints & journals
12 papers in the corpus · 2024–2026A Fisher-Geometric View of Multi-Teacher On-Policy Distillation2610.26525v1 · Liu Kaiyuan, Zhuang Ziyuan, Ma Haoxuan et al.2026 · 0 citationsarXivon Valency
DeVAR: Low-Dose CT Denoising via Visual Autoregressive Modeling2606.28453v1 · Xizhuo Zhang, Yannian Gu, Zhongzhen Huang et al.2026 · 0 citationsarXiv
Top-k Feature Selection in Sparse Learning via Accelerated Coordinate Descent Method.41632657 · Zhang, Han, Gu, Yannian, Nie, Feiping et al.2026 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(6):6880-6896
MedExpMem: Adapting Experience Memory for Differential Diagnosis2605.22872v1 · Qianhan Feng, Zhongzhen Huang, Yakun Zhu et al.2026 · 0 citationsarXiv
CURE: A Multimodal Benchmark for Clinical Understanding and Retrieval Evaluation2603.19274v1 · Yannian Gu, Zhongzhen Huang, Linjie Mu et al.2026 · 0 citationsarXiv
CT-Flow: Orchestrating CT Interpretation Workflow with Model Context Protocol Servers2603.00123v1 · Yannian Gu, Xizhuo Zhang, Linjie Mu et al.2026 · 0 citationsarXiv
EHRWorld: A Patient-Centric Medical World Model for Long-Horizon Clinical Trajectories2602.03569v1 · Linjie Mu, Zhongzhen Huang, Yannian Gu et al.2026 · 0 citationsarXiv
MedCEG: Reinforcing Verifiable Medical Reasoning with Critical Evidence Graph2512.13510v1 · Linjie Mu, Yannian Gu, Zhongzhen Huang et al.2025 · 0 citationsarXiv
CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment2512.10206v2 · Yakun Zhu, Zhongzhen Huang, Qianhan Feng et al.2025 · 0 citationsarXiv
Interactive Segmentation and Report Generation for CT Images2503.03294v1 · Yannian Gu, Wenhui Lei, Hanyu Chen et al.2025 · 2 citationsarXiv
A Synthetic Data-Driven Radiology Foundation Model for Pan-tumor Clinical Diagnosis2502.06171v3 · Wenhui Lei, Hanyu Chen, Zitian Zhang et al.2025 · 1 citationarXiv
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications2410.15432v3 · Yongrui Yu, Yannian Gu, Shaoting Zhang et al.2024 · 2 citationsarXiv
Career total: 14 works. 12 are in this corpus.
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