YZ
Ya Zhang
cs.CVcs.LGcs.AIstat.MLcs.CLcs.IReess.IVAlgorithmscs.MMImage Interpretation, Computer-Assisted
On Valency
published · living versionsW_djmfzv9r·v1 · currentpublished
Advancing Clinical Genomic Analysis with a Skill-Centred Agent
with Qiaoyu Zheng, Weike Zhao, Yanjie Fan, Ye Cao +8
1 version
Preprints & journals
223 papers in the corpus · 2002–2026IWOO: Wave Optics Optimizer Improved with Hybrid Strategies for Numerical Optimization and Engineering Applications2610.23994v1 · Rui Du, Yaming Zhang, Yongpeng Wen et al.2026 · 0 citationsarXiv
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models.42776893 · Li, Haolin, Zhou, Yuhang, Zhao, Ziheng et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Dementia Etiology Diagnosis via Collaborative Meta Knowledge Enhancement.42658692 · Du, Siyuan, Chen, Mengxi, Jiang, Xinyang et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Interpretable Brain MRI Report Generation Anchored by Lesion Topography.41428931 · Lei, Jiayu, Zhang, Xiaoman, Wu, Chaoyi et al.2026 · 2 citationsIEEE journal of biomedical and health informatics. 2026;30(7):5935-5950
Positional Prompts-Enhanced Brain-Heart-Gut Interactions for Mild Cognitive Impairment Diagnosis.41941822 · Li, Fan, Zhao, Shilun, Bai, Shuwei et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(7):3598-3609
Advancing radiology foundation models with reasoning through step-by-step verification from daily reports.42204307 · Fan, Ziqing, Liang, Cheng, Wu, Chaoyi et al.2026 · 3 citationsCommunications medicine. 2026;6(1)
Boosting pathology foundation models via few-shot prompt-tuning for rare cancer subtyping.41965346 · He, Dexuan, Zhou, Xiao, Guan, Wenbin et al.2026 · 3 citationsNature communications. 2026;17(1)
Knowledge-enhanced pretraining for vision-language pathology foundation model on cancer diagnosis.41720085 · Zhou, Xiao, Sun, Luoyi, He, Dexuan et al.2026 · 11 citationsCancer cell. 2026;44(4):777-791.e7
An agentic system for rare disease diagnosis with traceable reasoning.41708847 · Zhao, Weike, Wu, Chaoyi, Fan, Yanjie et al.2026 · 61 citationsNature. 2026;651(8106):775-784
One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution2511.17138v3 · Yushun Fang, Yuxiang Chen, Shibo Yin et al.2025 · 0 citationsarXiv
Quantifying the reasoning abilities of LLMs on clinical cases.41198657 · Qiu, Pengcheng, Wu, Chaoyi, Liu, Shuyu et al.2025 · 52 citationsNature communications. 2025;16(1):9799
Decouple Before Align: Visual Disentanglement Enhances Prompt Tuning.40748795 · Zhang, Fei, Zhou, Tianfei, Yao, Jiangchao et al.2025 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):10619-10632
Development of a large-scale grounded vision language dataset for chest CT analysis.41073455 · Zhang, Xiaoman, Wu, Chaoyi, Zhao, Ziheng et al.2025 · 13 citationsScientific data. 2025;12(1):1636
Towards generalist foundation model for radiology by leveraging web-scale 2D&3D medical data.40849424 · Wu, Chaoyi, Zhang, Xiaoman, Zhang, Ya et al.2025 · 146 citationsNature communications. 2025;16(1):7866
SceneGen: Single-Image 3D Scene Generation in One Feedforward Pass2508.15769v2 · Yanxu Meng, Haoning Wu, Ya Zhang et al.2025 · 6 citationsarXiv
GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation.40742846 · Fei, Ben, Wang, Jinyi, Bai, Lei et al.2025 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Cell graph analysis in hepatocellular carcinoma: predicting local recurrence and identifying spatial relationship biomarkers.40715438 · Yuan, Yizhe, Zhao, Ziyin, Fang, Xin et al.2026 · 6 citationsNPJ precision oncology. 2025;9(1):261
Redundancy-Adaptive Multimodal Learning for imperfect data.40680341 · Chen, Mengxi, Yao, Jiangchao, Xing, Linyu et al.2025 · 9 citationsNeural networks : the official journal of the International Neural Network Society. 2025;191:107821
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning.39361470 · Huang, Chaoqin, Guan, Haoyan, Jiang, Aofan et al.2025 · 18 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):13527-13541
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation2505.11887v1 · Xiechi Zhang, Zetian Ouyang, Linlin Wang et al.2025 · 0 citationsarXiv
Multi-dimensional characterization of cellular states reveals clinically relevant immunological subtypes and therapeutic vulnerabilities in ovarian cancer.40340848 · Zhang, Can, Li, Si, Guo, Jiyu et al.2025 · 2 citationsJournal of translational medicine. 2025;23(1):519
Multi-Agent System for Comprehensive Soccer Understanding2505.03735v2 · Jiayuan Rao, Zifeng Li, Haoning Wu et al.2025 · 5 citationsarXiv
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection2504.20644v1 · Ziqing Fan, Siyuan Du, Shengchao Hu et al.2025 · 0 citationsarXiv
Greenness, nighttime light, and couple fecundability: A national cohort study between 2014 and 2020.40058548 · Li, Mengyao, He, Xinghou, Zhang, Bin et al.2025 · 6 citationsEnvironmental research. 2025;275:121351
UniBrain: Universal Brain MRI diagnosis with hierarchical knowledge-enhanced pre-training.40073706 · Lei, Jiayu, Dai, Lisong, Jiang, Haoyun et al.2025 · 14 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2025;122:102516
RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining2503.04653v2 · Tengfei Zhang, Ziheng Zhao, Chaoyi Wu et al.2025 · 4 citationsarXiv
Contrast-Unity for Partially-Supervised Temporal Sentence Grounding2502.12917v1 · Haicheng Wang, Chen Ju, Weixiong Lin et al.2025 · 4 citationsarXiv
Machine learning-enhanced flavoromics: Identifying key aroma compounds and predicting sensory quality in sauce-flavor baijiu.39952173 · Li, Shuai, Han, Yueran, Wang, Li et al.2025 · 79 citationsFood chemistry. 2025;475:143328
Towards evaluating and building versatile large language models for medicine.39865143 · Wu, Chaoyi, Qiu, Pengcheng, Liu, Jinxin et al.2026 · 52 citationsNPJ digital medicine. 2025;8(1):58
Active Sampling for Node Attribute Completion on Graphs2501.08450v1 · Benyuan Liu, Xu Chen, Yanfeng Wang et al.2025 · 0 citationsarXiv
Camk2n1 deficiency reduces the NaCl cotransporter activity through the CUL3/KLHL3/WNK4 complex in the kidney.39798916 · Zhang, Ya, Zhang, Zihao, Jiang, Gengru et al.2025 · 0 citationsEuropean journal of pharmacology. 2025;990:177270
RECISTSurv: Hybrid Multi-Task Transformer for Hepatocellular Carcinoma Response and Survival Evaluation.40531648 · Jiao, Rushi, Liu, Qiuping, Zhang, Yao et al.2025 · 3 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:3873-3888
Development of a large-scale medical visual question-answering dataset.39709495 · Zhang, Xiaoman, Wu, Chaoyi, Zhao, Ziheng et al.2025 · 47 citationsCommunications medicine. 2024;4(1):277
Towards Universal Soccer Video Understanding2412.01820v3 · Jiayuan Rao, Haoning Wu, Hao Jiang et al.2024 · 21 citationsarXiv
Large-scale long-tailed disease diagnosis on radiology images.39578456 · Zheng, Qiaoyu, Zhao, Weike, Wu, Chaoyi et al.2024 · 22 citationsNature communications. 2024;15(1):10147
On Transforming Reinforcement Learning With Transformers: The Development Trajectory.38829763 · Hu, Shengchao, Shen, Li, Zhang, Ya et al.2024 · 78 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):8580-8599
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning2411.01146v1 · Ziqing Fan, Shengchao Hu, Yuhang Zhou et al.2024 · 0 citationsarXiv
Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization2411.01168v1 · Shengchao Hu, Wanru Zhao, Weixiong Lin et al.2024 · 0 citationsarXiv
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective2411.00382v1 · Shengchao Hu, Li Shen, Ya Zhang et al.2024 · 8 citationsarXiv
Boosting Deep Learning for Interpretable Brain MRI Lesion Detection through the Integration of Radiology Report Information.39377669 · Dai, Lisong, Lei, Jiayu, Ma, Fenglong et al.2024 · 7 citationsRadiology. Artificial intelligence. 2024;6(6):e230520
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios2410.03502v1 · Zetian Ouyang, Yishuai Qiu, Linlin Wang et al.2024 · 11 citationsarXiv
Towards building multilingual language model for medicine.39333468 · Qiu, Pengcheng, Wu, Chaoyi, Zhang, Xiaoman et al.2024 · 146 citationsNature communications. 2024;15(1):8384
PMC-LLaMA: toward building open-source language models for medicine.38613821 · Wu, Chaoyi, Lin, Weixiong, Zhang, Xiaoman et al.2024 · 297 citationsJournal of the American Medical Informatics Association : JAMIA. 2024;31(9):1833-1843
Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis2408.17154v1 · Aofan Jiang, Chaoqin Huang, Qing Cao et al.2024 · 1 citationarXiv
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning2408.11001v3 · Haoning Wu, Shaocheng Shen, Qiang Hu et al.2024 · 10 citationsarXiv
UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification.38526891 · Dai, Tianjie, Zhang, Ruipeng, Hong, Feng et al.2024 · 21 citationsIEEE transactions on medical imaging. 2024;43(8):2901-2912
Long-Term Exposure to Fine Particulate Matter and Fasting Blood Glucose and Diabetes in 20 Million Chinese Women of Reproductive Age.38776453 · Shen, Yang, Jiang, Lifang, Xie, Xiaoxu et al.2024 · 25 citationsDiabetes care. 2024;47(8):1400-1407
Reprogramming Distillation for Medical Foundation Models2407.06504v1 · Yuhang Zhou, Siyuan Du, Haolin Li et al.2024 · 2 citationsarXiv
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters2406.09679v1 · Yuhang Zhou, Zihua Zhao, Haolin Li et al.2024 · 1 citationarXiv
Diversified Batch Selection for Training Acceleration2406.04872v1 · Feng Hong, Yueming Lyu, Jiangchao Yao et al.2024 · 0 citationsarXiv
Career total: 910 works. 223 are in this corpus.Showing the 50 most recent.
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