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沈力 cover

沈力 (Li Shen)

Sun Yat-Sen University

82H-index
1.2KPaper Count
3.2WCitation Count
Published Papers 131
Publication Date
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CLEAR: an auditable foundation model for radiology grounded in clinical concepts
errNature Biomedical Engineering
IF26.6
err2026-07-22
err0
errOAAI
errTianyu Han; Riga Wu; Yu Tian; Firas Khader; Lisa C. Adams; Keno K. Bressem; Christos Davatzikos; Jakob Nikolas Kather; Li Shen; David A. Mankoff; Eduardo Mortani Barbosa; Daniel Truhn
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Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-29
err0
PREAI
errQinglun Li; Miao Zhang; Yingqi Liu; Quanjun Yin; Li Shen; Xiaochun Cao
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errSave
Impact of Glucagon-like Peptide-1 Receptor Agonists (GLP-1 RAs) on Increased Residual Gastric Content in Patients with and Without Concurrent Colonoscopy: A Retrospective Case–Control Study
errJournal of Clinical Medicine
IF2.9
err2026-03-10
err0
errOAAI
errShiyi Chang; Yan Tang; Meng Wang; Shengjun Zhu; Xi Tan; Xiaowei Fan; Liping Lu; Bensong Duan; Li Shen
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errSave
H-VIP: quantifying regional topological contributions of the brain network to cognition
errFrontiers in Radiology
IF2.3
err2025-12-04
err0
errOAAI
errGarai, Sumita; Vo, Sandra; Blank, Lucy; Xu, Frederick; Chen, Jiong; Duong-Tran, Duy; Zhao, Yize; Brown, Brielin C.; Shen, Li
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errSave
Clinical study on the modulating effects of Jiaotaiwan on the microbiota-SCFAs-neurotransmitter/immune axis in patients with depression
errACUPUNCTURE AND HERBAL MEDICINE
IF4.3
err2025-12-01
err0
PREAI
errYang, Tong; He, Yuanyuan; Huang, Mengnan; Liu, Yijia; Liu, Fengmin; Li, Yuting; Gao, Shan; Shen, Li; Xu, Qiang; Yu, Chunquan
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Visual development cohort study on refractive parameters among preschool children in Sucheng district
errBMC OPHTHALMOLOGY
IF1.7
err2025-12-01
err0
PREAI
errCui, Yuqing; Yang, Fan; Zhou, Qian; Wang, Xue; Zhao, Nana; Shen, Lei
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errSave
Reconstructing brain causal dynamics for subject and task fingerprints using fMRI time-series data
errHealth Information Science and Systems
IF3.4
err2025-10-28
err0
errOAAI
errDachuan Song; Li Shen; Duy Duong-Tran; Xuan Wang
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errSave
Building accurate translation-tailored large language models with language-aware instruction tuning
errFrontiers of Information Technology & Electronic Engineering
IF2.9
err2025-09-12
err0
PREAI
errChangtong Zan; Liang Ding; Li Shen; Yibing Zhan; Xinghao Yang; Weifeng Liu
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errSave
Lead-driven synergistic interactions in environmental metal (loid) mixtures: Systemic inflammation mediating autism spectrum disorder risk in Chinese children
errInternational Journal of Hygiene and Environmental Health
IF4.4
err2025-08-05
err0
PREAI
errYong Zhang; Li Shen; Yujie Li; Huailan Guo; Fang Xie; Sheng Li; Ying Li; Jin Chen; Jie Chen
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errSave
S-GMAS: Genome-Wide Mediation Analysis With Brain Subcortical Shape Mediators
errHuman Brain Mapping
IF3.3
err2025-07-31
err0
errOAAI
errShengxian Ding; Rongjie Liu; Anuj Srivastava; Richard S. Nowakowski; Li Shen; Paul M. Thompson; Heping Zhang; Chao Huang
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errSave
Subject-adaptive meta-learning for personalized BCI: A fusion of resting-state EEG signal and task-specific information
errInformation Fusion
IF15.5
err2025-07-17
err0
PREAI
errSion An; Myeongkyun Kang; Soopil Kim; Philip Chikontwe; Li Shen; Sang Hyun Park
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errSave
In vitro metabolic clearance of malathion in rats and humans
errToxicology in Vitro
IF2.7
err2025-06-23
err0
PREAI
errGopinath Nallani; Appavu Chandrasekaran; Kelem Kassahun; Li Shen; Rick Reiss; Paul Whatling
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errSave
3D Brain Vascular Niche Model Captures Glioblastoma Infiltration, Dormancy, and Gene Signatures
errAdvanced Science
IF14.1
err2025-06-19
err0
errOAAI
errVivian K. Lee; Rut Tejero; Nathaniel Silvia; Anirudh Sattiraju; Aarthi Ramakrishnan; Li Shen; Alexandre Wojcinski; Santosh Kesari; Roland H. Friedel; Hongyan Zou; Guohao Dai
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errSave
Major-depressive-disorder-associated dysregulation of ZBTB7A in orbitofrontal cortex promotes astrocyte-mediated stress susceptibility
errNeuron
IF15
err2025-06-13
err0
errOAAI
errSasha L. Fulton; Jaroslav Bendl; Giuseppina Di Salvo; John F. Fullard; Amni Al-Kachak; Ashley E. Lepack; Andrew F. Stewart; Sumnima Singh; Wolfram F. Poller; Ryan M. Bastle; Mads E. Hauberg; Amanda K. Fakira; Vishwendra Patel; Min Chen; Romain Durand-de Cuttoli; Isabel Gameiro-Ros; Flurin Cathomas; Aarthi Ramakrishnan; Kelly Gleason; Li Shen; Carol A. Tamminga; Ana Milosevic; Scott J. Russo; Filip K. Swirski; Paul A. Slesinger; Ishmail Abdus-Saboor; Robert D. Blitzer; Panos Roussos; Ian Maze
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errSave
SDoH-GPT: using large language models to extract social determinants of health
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-06-01
err2
PREAI
errConsoli, Bernardo; Wang, Haoyang; Wu, Xizhi; Wang, Song; Zhao, Xinyu; Wang, Yanshan; Rousseau, Justin; Hartvigsen, Tom; Shen, Li; Wu, Huanmei; Peng, Yifan; Long, Qi; Chen, Tianlong; Ding, Ying
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errSave
Automated cytometric gating with human-level performance using bivariate segmentation
errNATURE COMMUNICATIONS
IF15.7
err2025-02-12
err0
errOAAI
errChen, Jiong; Ionita, Matei; Feng, Yanbo; Lu, Yinfeng; Orzechowski, Patryk; Garai, Sumita; Hassinger, Kenneth; Bao, Jingxuan; Wen, Junhao; Duong-Tran, Duy; Wagenaar, Joost; Mckeague, Michelle L.; Painter, Mark M.; Mathew, Divij; Pattekar, Ajinkya; Meyer, Nuala J.; Wherry, E. John; Greenplate, Allison R.; Shen, Li
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errSave
Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-01-01
err1
errOAAI
errWang, Selena; Wang, Yiting; Xu, Frederick H.; Shen, Li; Zhao, Yize
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errSave
Modeling the impact of socioeconomic disparity, biological markers and environmental exposures on phenotypic age using mediation analysis and structural equation models
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2025-01-01
err0
errOAAI
errPala, Daniele; Xie, Yuezhi; Xu, Jia; Shen, Li
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errSave
Design and synthesis of piperine-based photoaffinity probes for revealing potential targets of piperine in neurological disease
errCHEMICAL COMMUNICATIONS
IF4.2
err2025-01-01
err0
PREAI
errShen, Li; Yang, Yue; Lu, Lijun; Huang, Jili; He, Wen; Zhao, Chunfang; Guo, Feng; Zhang, Chunbo; Zhong, Haijun; Liao, Fan
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errSave
Serum Magnesium Levels Are Negatively Associated with Obesity and Abdominal Obesity in Type 2 Diabetes Mellitus: A Real-World Study
errDIABETES & METABOLISM JOURNAL
IF8.5
err2024-11-30
err0
errOAAI
errXu, Man-Rong; Wang, Ai-Ping; Wang, Yu-Jie; Lu, Jun-Xi; Shen, Li; Li, Lian-Xi
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Research Directions

京东探索研究院，算法科学家腾讯人工智能实验室，高级研究员华南理工大学，数学学院，博士华南理工大学，理学院，本科深度模型融合基准测试Multi-Task Model Merging持续学习中的记忆缓冲潜力释放零样本稀疏混合低秩专家构建联邦学习自适应批量大小时间演化随机梯度下降任务分布鲁棒无数据元学习联邦学习与差分隐私研究无监督图域适应变分框架稀疏扰动锐度感知最小化优化器随机梯度下降泛化能力计算机视觉约束优化深度神经网络多任务模型融合数据自适应加权集成去中心化联邦学习持续学习平坦性感知优化Machine learningFine-tuningFoundation models深度学习中的遗忘机制大规模深度学习模型高效训练强化学习Transformer分布外泛化不变性学习时间序列预测分布鲁棒记忆进化持续学习Communication-Efficient Distributed Adam高效联邦学习预设安全性能模仿学习稀疏到稀疏的GAN训练基于课程的非对称多任务强化学习机器学习优化算法研究生成对抗网络架构搜索完全可微架构搜索马尔可夫随机场推理模型水印扩散模型大语言模型优化模块化权重衰减视频异常推理感知认知链式思维大语言模型压缩大语言模型混合数据与模型合并Large Language ModelsPost-fine-tuning perturbationHarmful fine-tuning mitigation约束混合动作策略优化去中心化训练泛化分析多模态语义分割混合提示拜占庭攻击数据异质性持续模型合并稳定性与可塑性平衡Multi-Agent Online Coordination离线强化学习的解析能量引导策略优化持续离线强化学习多模态大语言模型的参数高效模型融合通过Share-GRPO激励多模态大语言模型推理能力大语言模型安全防御研究离线到在线强化学习数据损坏鲁棒策略扩展上下文赌博算法决策混合器动态令牌选择概率框架人工智能安全推理安全准则深度强化学习网络稀疏化扩展性提升有害微调对齐大规模多任务强化学习High-resolution image perceptionVisual RAGRetrieval-Augmented Perception掩码增强自回归预测个性化联邦学习多任务模型合并后门效应缓解差分隐私向量近似置换鲁棒的大语言模型LLM Pre-Training Data多智能体子模协调的在线学习动态神经堡垒自适应模型提取防御基于无数据知识蒸馏的开放词汇自定义联邦主对偶学习双漂移对齐后门防御安全性研究多任务提示决策 Transformer任务泛化差分隐私下的均值估计随机权平均
Co-authors
Cooperation Journals
J
John Q. Trojanowski
H-index: 255 · Papers: 1.8K
D
Dan J. Stein
H-index: 249 · Papers: 4.2K
C
Cornelia M. van Duijn
H-index: 238 · Papers: 1.9K
L
Luigi Ferrucci
H-index: 237 · Papers: 2.6K
A
André G. Uitterlinden
H-index: 234 · Papers: 2.0K
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