LS
Linlin Shen
cs.CVcs.AIcs.CLcs.LGeess.IVDeep LearningImage Processing, Computer-AssistedDeep learningcs.MMNeural Networks, Computer
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
239 papers in the corpus · 2008–2026Uncheatable Eval: Dynamic Compression-Based Evaluation of Language Models2609.27510v1 · Kaifeng Tan, Yudong Li, Linlin Shen2026 · 0 citationsarXiv
PC-AD: Point Cloud Upsampling to Safeguard 3D Anomaly Detection with Resolution-constrained Edge Devices2609.14722v1 · Yutong Gu, Yingxi Xie, Kejin Huang et al.2026 · 0 citationsarXiv
Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models2609.09909v1 · Yifan Yuan, Xiangyu Liu, Hongming Shan et al.2026 · 0 citationsarXiv
LLM-Enhanced Neuron Segmentation and Reconstruction in Complex Mouse Brain Images.42384521 · Mo, Chengda, Dai, Xinle, Li, Qiufu et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(9):4757-4769
GBU-Palm: A Multimodal Video Dataset and Benchmark for Palm Presentation Attack Detection2608.14389v1 · Yingjie Ma, Zitong Yu, Wei Jia et al.2026 · 0 citationsarXiv
FairForensics: Seeing Expressions and Parsing Demographics via Vision-Language Modeling for Generalizable Fair Deepfake Detection2608.01661v1 · Yaning Zhang, Jiao Wu, Zan Gao et al.2026 · 0 citationsarXiv
REAL-OW: Rehearsal-free Open World Object Detection with Low-Rank Adaptation and Dual-Stage Objectness Modeling2607.03004v1 · Huazhong Zhang, Xiaowen Fu, Yang Zhang et al.2026 · 0 citationsarXiv
Conversational Human Audio-visual Talking Dialogue Generation2607.02799v1 · Junhao Song, Lluis Guasch, Xilin He et al.2026 · 0 citationsECCV 2026. Lecture Notes in Computer Science, vol 17017. Springer, Cham
Thyro-LMD: A Benchmark Dataset and Sample-Driven Data Loading, Attention, and Regularization for Long-Tailed Multi-Label Thyroid Ultrasound Diagnosis.42081403 · Zhang, Jiansong, Liu, Shunlan, Luo, Xiaoling et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(7):3986-4001
SinTransNet: an EEG-based deep learning framework for infantile epileptic spasms syndrome detection.42337525 · Feng, Junyuan, Liu, Zhenzhen, Shen, Linlin et al.2026 · 0 citationsBMC medical informatics and decision making. 2026;26(1)
Structure-aware Knowledge-guided Heterogeneous Mamba for Zygomaticomaxillary Suture Assessment2606.16749v1 · Xiaoqi Guo, Birui Chen, Xinquan Yang et al.2026 · 0 citationsarXiv
A Survey of Large Language Models for Perception and Measurement of Human Psychology2606.20603v1 · Yudong Li, Xiaoyi Chen, Jiawei Cai et al.2026 · 0 citationsarXiv
MFF-M3AD: A unified reconstruction method with multi-scale feature fusion for multi-category 3D anomaly detection.42190586 · Liang, Hanzhe, Hu, Chenxi, Tang, Yejin et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;203:109131
MotionMERGE: A Multi-granular Framework for Human Motion Editing, Reasoning, Generation, and Explanation2605.18956v1 · Bizhu Wu, Jinheng Xie, Wenting Chen et al.2026 · 0 citationsarXiv
ImplantMamba: Long-range Sequential Modeling Mamba For Dental Implant Position Prediction2605.07082v1 · Xinquan Yang, Congmin Wang, Xuguang Li et al.2026 · 0 citationsarXiv
Adaptive Texture-aware Masking for Self-Supervised Learning in 3D Dental CBCT Analysis2605.01741v1 · Xinquan Yang, Jianfeng Ren, Xuguang Li et al.2026 · 0 citationsarXiv
Caries DETR: Tooth Structure-aware Prior and Lesion-aware Dynamic Loss Refinement for DETR Based Caries Detection2604.23718v1 · Xuefen Liu, Xinquan Yang, Mianjie Zheng et al.2026 · 0 citationsarXiv
Text-Guided Multimodal Unified Industrial Anomaly Detection2604.22899v1 · Zewen Li, Shuo Ye, Zitong Yu et al.2026 · 0 citationsarXiv
SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark2604.20319v1 · Gui Wang, YongSong Zhou, Kaijun Deng et al.2026 · 0 citationsarXiv
X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis2604.20350v1 · Gui Wang, Zehao Zhong, YongSong Zhou et al.2026 · 0 citationsarXiv
DIRCR: Dual-Inference Rule-Contrastive Reasoning for Solving RAVENs2604.17584v1 · Jiachen Zhang, Chengtai Li, Jianfeng Ren et al.2026 · 0 citationsarXiv
KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates2604.12397v1 · Yudong Li, Jiawei Cai, Linlin Shen2026 · 0 citationsarXiv
Text-Conditioned Multi-Expert Regression Framework for Fully Automated Multi-Abutment Design2604.09047v1 · Mianjie Zheng, Xinquan Yang, Xuefen Liu et al.2026 · 0 citationsarXiv
OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis2605.27378v1 · Jing Hao, Siyuan Dai, Yongxin Zhang et al.2026 · 0 citationsarXiv
ACGM: Attribute-Centric Graph Modeling Network for Concurrent Missing Tabular Data Imputation and COVID-19 Prognosis.41056179 · Wu, Zhuoru, Chen, Wenting, Li, Xuechen et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;30(4):3307-3320
GazeCLIP: Gaze-Guided CLIP with Adaptive-Enhanced Fine-Grained Language Prompt for Deepfake Attribution and Detection2603.29295v3 · Yaning Zhang, Linlin Shen, Zitong Yu et al.2026 · 0 citationsarXiv
DinoDental: Benchmarking DINOv3 as a Unified Vision Encoder for Dental Image Analysis2603.28297v1 · Kun Tang, Xinquan Yang, Mianjie Zheng et al.2026 · 1 citationarXiv
ReactMotion: Generating Reactive Listener Motions from Speaker Utterance2603.15083v1 · Cheng Luo, Bizhu Wu, Bing Li et al.2026 · 0 citationsarXiv
Maximizing Incremental Information Entropy for Contrastive Learning2603.12594v1 · Jiansong Zhang, Zhuoqin Yang, Xu Wu et al.2026 · 0 citationsarXiv
ForensicZip: More Tokens are Better but Not Necessary in Forensic Vision-Language Models2603.12208v1 · Yingxin Lai, Zitong Yu, Jun Wang et al.2026 · 0 citationsarXiv
LUS-DET: Liver Ultrasound Open-Vocabulary Object Detection.41818017 · Zhang, Jiansong, Luo, Xiaoling, Lyu, Guorong et al.2026 · 2 citationsIEEE journal of biomedical and health informatics. 2026;PP
More than the Sum: Panorama-Language Models for Adverse Omni-Scenes2603.09573v2 · Weijia Fan, Ruiping Liu, Jiale Wei et al.2026 · 0 citationsarXiv
XGeM: A multi-prompt foundation model for multimodal medical data generation.41637851 · Molino, Daniele, Di Feola, Francesco, Faiella, Eliodoro et al.2026 · 7 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2026;128:102718
Vision KAN: Towards an Attention-Free Backbone for Vision with Kolmogorov-Arnold Networks2601.21541v1 · Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo et al.2026 · 0 citationsarXiv
YOLO-DS: Fine-Grained Feature Decoupling via Dual-Statistic Synergy Operator for Object Detection2601.18172v1 · Lin Huang, Yujuan Tan, Weisheng Li et al.2026 · 0 citationsarXiv
RegFreeNet: A Registration-Free Network for CBCT-based 3D Dental Implant Planning2601.14703v1 · Xinquan Yang, Xuguang Li, Mianjie Zheng et al.2026 · 1 citationarXiv
MMedExpert-R1: Strengthening Multimodal Medical Reasoning via Domain-Specific Adaptation and Clinical Guideline Reinforcement2601.10949v2 · Meidan Ding, Jipeng Zhang, Wenxuan Wang et al.2026 · 0 citationsarXiv
Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models2601.06750v1 · Shaonan Liu, Guo Yu, Xiaoling Luo et al.2026 · 1 citationarXiv
Multi-Granularity Facial Emotional Representation With Unlabeled Data and Textual Supervision.41886320 · Yuan, Kaishen, Yu, Zitong, Liu, Xin et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:3479-3494
GS2Physics: Semantic-Region-Aware Gaussian Splatting for Physical Property Prediction.42585062 · Yang, Chen, Huang, Bin, Lyu, Jiayi et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:8734-8747
UINO-FSS: Unifying Representation Learning and Few-Shot Segmentation via Hierarchical Distillation and Mamba-HyperCorrelation.42623214 · Zhuo, Wei, Tang, Zhiyue, Xue, Wufeng et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:9113-9127
Robust Instance Segmentation via 3D Gaussian Denoising Constraints.42726630 · Guan, Huancong, Lyu, Jiayi, Wang, Teng et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:9715-9729
IESS-FusionNet: Physiologically Inspired EEG-EMG Fusion with Linear Recurrent Attention for Infantile Epileptic Spasms Syndrome Detection.41595989 · Feng, Junyuan, Liu, Zhenzhen, Shen, Linlin et al.2026 · 1 citationBioengineering (Basel, Switzerland). 2025;13(1)
X-ray Insights Unleashed: Pioneering the Enhancement of Multi-Label Long-Tail Data2512.20980v2 · Xinquan Yang, Jinheng Xie, Yawen Huang et al.2025 · 0 citationsarXiv
SSA3D: Text-Conditioned Assisted Self-Supervised Framework for Automatic Dental Abutment Design2512.11507v1 · Mianjie Zheng, Xinquan Yang, Along He et al.2025 · 0 citationsarXiv
Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging.41344271 · Ruffini, Filippo, Ayllón, Elena Mulero, Shen, Linlin et al.2025 · 10 citationsComputer methods and programs in biomedicine. 2026;275:109196
OralGPT-Omni: A Versatile Dental Multimodal Large Language Model2511.22055v1 · Jing Hao, Yuci Liang, Lizhuo Lin et al.2025 · 0 citationsarXiv
Text Condition Embedded Regression Network for Automated Dental Abutment Design2511.22578v1 · Mianjie Zheng, Xinquan Yang, Xuguang Li et al.2025 · 0 citationsarXiv
FineXtrol: Controllable Motion Generation via Fine-Grained Text2511.18927v1 · Keming Shen, Bizhu Wu, Junliang Chen et al.2025 · 0 citationsarXiv
SurvAgent: Hierarchical CoT-Enhanced Case Banking and Dichotomy-Based Multi-Agent System for Multimodal Survival Prediction2511.16635v1 · Guolin Huang, Wenting Chen, Jiaqi Yang et al.2025 · 1 citationarXiv
Career total: 704 works. 239 are in this corpus.Showing the 50 most recent.
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