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2020 – today
- 2026
[j185]Meidan Ding, Xuechen Li, Wenting Chen
, Songhe Deng, Linlin Shen, Zhihui Lai:
PLIMSeg: Pathology language-image matching for weakly supervised semantic segmentation of histopathology images. Biomed. Signal Process. Control. 112: 108669 (2026)- [j184]Filippo Ruffini, Elena Mulero Ayllon, Linlin Shen, Paolo Soda, Valerio Guarrasi:
Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging. Comput. Methods Programs Biomed. 275: 109196 (2026) - [j183]Shengdong Zhang, Xiaoqin Zhang, Wenqi Ren, Linlin Shen, Jun Zhang:
Shape-aware and feature fused power line detection network. Eng. Appl. Artif. Intell. 170: 113981 (2026) - [j182]Mianjie Zheng, Xinquan Yang, Xuguang Li, Xiaoling Luo, Xuefen Liu, Kun Tang, He Meng, Linlin Shen:
Text condition embedded regression network for automated dental implant abutment design. Expert Syst. Appl. 299: 130160 (2026) - [j181]Yongtao Zhang, Hongwei Yu, Ning Yuan, Yiyao Liu, Yingpeng Xie, Huang Chen, Yu Ren, Jixin Luan, Kuan Lv, Tianfu Wang, Lei Dong, Jing Qin, Linlin Shen, Guolin Ma, Baiying Lei:
Multi-source multi-task meta-learning with task-oriented distribution alignment for gastric cancer analysis in CT images. Expert Syst. Appl. 301: 130490 (2026) - [j180]Kailiang Ye, Zheng Lu, Linlin Shen, Tianxiang Cui:
Rewarding fine-grained image captioning with keyword group contrastive. Expert Syst. Appl. 312: 131405 (2026) - [j179]Zhihao Wu, Jie Wen, Linlin Shen, Xiaopeng Fan, Yong Xu, Jian Yang, David Zhang:
Weakly Supervised Salient Object Detection with Text Supervision. Int. J. Comput. Vis. 134(2): 74 (2026) - [j178]Xinle Dai, Qiufu Li, Linlin Shen, Wenting Chen, Weijia Fan:
MNSeg: Mamba-based 3D neuron segmentation integrated with bidirectional attention mechanism and topological loss. Neurocomputing 672: 132790 (2026) - [j177]Shiling Wu, Siyang Song, Songhe Deng, Weicheng Xie, Linlin Shen:
Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategy. Inf. Fusion 126: 103584 (2026) - [j176]Jiaqi Yang, Xiangjian He, Xin Chen, Yaning Zhang, Jingxi Hu, Linlin Shen, Guoping Qiu:
UDG-Prom: A unified dense-guided semantic prompting for cross-domain few-shot image segmentation. Knowl. Based Syst. 335: 115207 (2026) - [j175]Along He, Yanlin Wu, Linlin Shen, Tao Li, Ke Zou, Huazhu Fu:
Federated semi-supervised calibrated efficient fine-tuning of foundation models for medical image classification. Knowl. Based Syst. 335: 115228 (2026) - [j174]Weijia Fan, Yan Huang, Zhixiang Cai, Chunsong Chen, Yanxi Liu, Jiajun Wen, Xi Jia, Linlin Shen, Jiancan Zhou, Qiufu Li:
AEPL: Adaptive empirical prototype learning with dynamic margins for deep face recognition. Pattern Anal. Appl. 29(1): 5 (2026) - [j173]Jinheng Xie, Zhaochuan Luo, Rouyi Li, Yawen Huang, Haozhe Liu, Yuexiang Li, Yefeng Zheng, Yang Zhang, Linlin Shen, Mike Zheng Shou:
Open-world Weakly-Supervised Object Localization. Pattern Recognit. 169: 111808 (2026) - [j172]Shengdong Zhang, Xiaoqin Zhang, Linlin Shen, Shaohua Wan, Wenqi Ren:
Wavelet-based physically guided normalization network for real-time traffic dehazing. Pattern Recognit. 172: 112451 (2026) - [j171]Hanzhe Liang, Jie Zhou, Can Gao, Bingyang Guo, Jinbao Wang, Linlin Shen:
A lightweight 3D anomaly detection method with rotationally invariant features. Pattern Recognit. 174: 112924 (2026) - [j170]Meidan Ding, Wenting Chen, Xiaoling Luo, Haiqin Zhong, Linlin Shen:
FProtoSeg: Fine-grained prototype alignment for Weakly Supervised Semantic Segmentation of histopathology images. Pattern Recognit. 175: 113126 (2026) - [j169]Qiufu Li, Zewen Li, Linlin Shen:
Learning discriminative features within forward-Forward algorithm using convolutional prototype. Pattern Recognit. 175: 113139 (2026) - [j168]Jiansong Zhang, Zhuoqin Yang, Xiaoling Luo, Shaozheng He, Linlin Shen:
SDC-Net: Semi-supervised breast ultrasound lesion segmentation via semantic decoupling. Pattern Recognit. 176: 113216 (2026) - [i162]Shaonan Liu, Guo Yu, Xiaoling Luo, Shiyi Zheng, Wenting Chen, Jie Liu, Linlin Shen:
Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models. CoRR abs/2601.06750 (2026) - [i161]Meidan Ding, Jipeng Zhang, Wenxuan Wang, Haiqin Zhong, Xiaoling Luo, Wenting Chen, Linlin Shen:
MMedExpert-R1: Strengthening Multimodal Medical Reasoning via Domain-Specific Adaptation and Clinical Guideline Reinforcement. CoRR abs/2601.10949 (2026) - [i160]Xinquan Yang, Xuguang Li, Mianjie Zheng, Xuefen Liu, Kun Tang, Kian Ming Lim, He Meng, Jianfeng Ren, Linlin Shen:
RegFreeNet: A Registration-Free Network for CBCT-based 3D Dental Implant Planning. CoRR abs/2601.14703 (2026) - [i159]Lin Huang, Yujuan Tan, Weisheng Li, Shitai Shan, Liu Liu, Bo Liu, Linlin Shen, Jing Yu, Yue Niu:
YOLO-DS: Fine-Grained Feature Decoupling via Dual-Statistic Synergy Operator for Object Detection. CoRR abs/2601.18172 (2026) - [i158]Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Xu Wu, Zheng Lu, Linlin Shen:
Vision KAN: Towards an Attention-Free Backbone for Vision with Kolmogorov-Arnold Networks. CoRR abs/2601.21541 (2026) - 2025
- [j167]Xu Wu, Xianxu Hou, Zhihui Lai, Jie Zhou, Ya-nan Zhang, Witold Pedrycz, Linlin Shen:
A codebook-driven approach for low-light image enhancement. Eng. Appl. Artif. Intell. 156: 111115 (2025) - [j166]Jiachen Liu, Jiajia An, Junbin Lu, Zhuoqin Yang, Jinbao Wang, Ping Lu, Yuying Wang, Linlin Shen:
Enhancing anomaly detection with few-shot fine-tuned long text-to-image models. Eng. Appl. Artif. Intell. 162: 112174 (2025) - [j165]Kailiang Ye, Qingyu Yang, Zheng Lu, Heng Yu, Tianxiang Cui, Ruibin Bai, Linlin Shen:
LLM4Netlist: LLM-Enabled Step-Based Netlist Generation From Natural Language Description. IEEE J. Emerg. Sel. Topics Circuits Syst. 15(2): 337-348 (2025) - [j164]Puxuan Xie, Renwu Gao, Weizeng Lu, Linlin Shen:
Weakly supervised bounding-box generation for camera-trap image based animal detection. IET Comput. Vis. 19(1) (2025) - [j163]Jinheng Xie, Songhe Deng, Xianxu Hou, Zhaochuan Luo, Linlin Shen, Yawen Huang, Yefeng Zheng, Mike Zheng Shou:
CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic Segmentation. Int. J. Comput. Vis. 133(8): 5569-5588 (2025) - [j162]Lin Huang, Weisheng Li, Yujuan Tan, Linlin Shen, Jing Yu, Haojie Fu:
YOLOCS: Object detection based on dense channel compression for feature spatial solidification. Knowl. Based Syst. 310: 113024 (2025) - [j161]Yaning Zhang, Qiufu Li, Zitong Yu, Linlin Shen:
Distilled transformers with locally enhanced global representations for face forgery detection. Pattern Recognit. 161: 111253 (2025) - [j160]Feng Liu, Qiuheng Wang, Yanfeng Xiao, Linlin Shen:
An efficient and effective pore matching method using ResCNN descriptor and local outliers. Pattern Recognit. 163: 111446 (2025) - [j159]Wei-Cheng Xie, Fan Yang, Junliang Zhang, Siyang Song, Linlin Shen, Zitong Yu, Cheng Luo:
SymGraphAU: Prior knowledge based symbolic graph for action unit recognition. Pattern Recognit. 165: 111640 (2025) - [j158]Jiajun Wen, Xi Chen, Heng Kong, Junhong Zhang, Zhihui Lai, Linlin Shen:
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM. IEEE Trans. Emerg. Top. Comput. Intell. 9(1): 681-694 (2025) - [j157]Weicheng Xie, Tao Zhong, Fan Yang, Siyang Song, Zitong Yu, Linlin Shen:
Generalization-Enhanced Feature-Wise and Correlation Attentions for Cross-Database Facial Expression Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 9(6): 4258-4272 (2025) - [j156]Yaning Zhang, Tianyi Wang, Zitong Yu, Zan Gao, Linlin Shen, Shengyong Chen:
MFCLIP: Multi-Modal Fine-Grained CLIP for Generalizable Diffusion Face Forgery Detection. IEEE Trans. Inf. Forensics Secur. 20: 5888-5903 (2025) - [j155]Feng Liu, Yin Li, Wenfeng Zeng, Linlin Shen:
Binarized Internal Fingerprint Reconstruction From Optical Coherence Tomography Based on Image Region Regression. IEEE Trans. Inf. Forensics Secur. 20: 12342-12355 (2025) - [j154]Yuwu Lu, Yinsheng Liu, Jiajun Wen, Yang Zhang, Yingyi Liang, Zhihui Lai, Linlin Shen:
READ3D-Net: Residual Autoencoder and GAN-Based 3-D Convolutional Network for Anomaly Detection. IEEE Trans. Ind. Informatics 21(12): 9412-9423 (2025) - [j153]Can Gao, Xiujian Chen, Jie Zhou, Jinbao Wang, Linlin Shen:
Open-Set Fabric Defect Detection With Defect Generation and Transfer. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j152]Jinbao Wang, Jiayi Cheng, Can Gao, Jie Zhou, Linlin Shen:
Enhanced Fabric Defect Detection With Feature Contrast Interference Suppression. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j151]Ya-Nan Zhang, Qiufu Li, Xu Wu, Nan Mu, Xiaoning Li, Linlin Shen:
A Wavelet-Guided Deep Unfolding Network for Single Image Reflection Removal. IEEE Trans. Image Process. 34: 4040-4051 (2025) - [j150]Kai Ye, Zepeng Huang, Yilei Xiong, Yu Gao, Jinheng Xie, Linlin Shen:
Progressive Pseudo Labeling for Multi-Dataset Detection Over Unified Label Space. IEEE Trans. Multim. 27: 531-543 (2025) - [j149]Yuwu Lu, Dewei Lin, Linlin Shen, Yicong Zhou, Jiahui Pan:
Heterogeneous Domain Adaptation via Correlative and Discriminative Feature Learning. IEEE Trans. Multim. 27: 3447-3461 (2025) - [j148]Weicheng Xie, Haijian Liang, Zenghao Niu, Xianxu Hou, Siyang Song, Zitong Yu, Linlin Shen:
Frequency Restoration and Modality Enforcement towards Resisting-corruption Multimodal Sentiment Analysis. ACM Trans. Multim. Comput. Commun. Appl. 21(12): 359:1-359:24 (2025) - [j147]Cheng Luo, Siyang Song, Wei-Cheng Xie, Micol Spitale, Zongyuan Ge, Linlin Shen, Hatice Gunes:
ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions. IEEE Trans. Vis. Comput. Graph. 31(9): 6190-6207 (2025) - [c233]Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Xilin He, Lu Liu, Linlin Shen, Wei Zhang, Hatice Gunes, Siyang Song:
PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation. AAAI 2025: 1665-1673 - [c232]Xiaofei Huang, Wenting Chen, Jie Liu, Qisheng Lu, Xiaoling Luo, Linlin Shen:
DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching. AAAI 2025: 3769-3778 - [c231]Gui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, Linlin Shen:
S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation. AAAI 2025: 7655-7664 - [c230]Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen:
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing. AAAI 2025: 8593-8601 - [c229]Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen:
Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. AAAI 2025: 19224-19232 - [c228]Meidan Ding, Jipeng Zhang, Wenxuan Wang, Haiqin Zhong, Xiaoqin Wang, Xinheng Lyu, Wenting Chen, Linlin Shen:
EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model. ACL (1) 2025: 14603-14619 - [c227]Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu:
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models. ACL (1) 2025: 24181-24201 - [c226]Elena Mulero Ayllon, Massimiliano Mantegna, Linlin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora:
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging. CBMS 2025: 375-380 - [c225]Jiajian Huang, Siyang Song, Xiangyu Kong, Weicheng Xie, Linlin Shen, Zitong Yu:
Online Emotion-Driven Generation of Multiple Appropriate Facial Reactions. CCBR 2025: 183-194 - [c224]Jinglong Tian, Tianze Zhao, Zhijun Fan, Linlin Shen, Jieyao Wei, Qiumei Pu:
MANet-CycleGAN: An Unsupervised LDCT Image Denoising Method Based on Channel Attention and Multi-scale Features. CVM (1) 2025: 275-294 - [c223]Xiaoqin Wang, Xusen Ma, Xianxu Hou, Meidan Ding, Yudong Li, Junliang Chen, Wenting Chen, Xiaoyang Peng, Linlin Shen:
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs. CVPR 2025: 9154-9164 - [c222]Bizhu Wu, Jinheng Xie, Keming Shen, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen:
MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities. CVPR 2025: 27849-27858 - [c221]Yuhang Guo, Kaijun Deng, Siyang Song, Jindong Xie, Wenhui Ma, Linlin Shen:
D3-Talker: Dual-Branch Decoupled Deformation Fields for Few-Shot 3D Talking Head Synthesis. ECAI 2025: 2858-2865 - [c220]Kaijun Deng, Dezhi Zheng, Jindong Xie, Jinbao Wang, Weicheng Xie, Linlin Shen, Siyang Song:
DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis. ICASSP 2025: 1-5 - [c219]Yingjie Ma, Zitong Yu, Xun Lin, Weicheng Xie, Linlin Shen:
Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-Spoofing. ICASSP 2025: 1-5 - [c218]Jindong Xie, Jiachen Liu, Yupei Lin, Jinbao Wang, Xianxu Hou, Linlin Shen:
High-Fidelity Editable Portrait Synthesis with 3D GAN Inversion. ICASSP 2025: 1-5 - [c217]Dezhi Zheng, Kaijun Deng, Jinbao Wang, Linlin Shen:
Dual Encoders for Diffusion-based Image Inpainting. ICASSP 2025: 1-5 - [c216]Liang Sun, Yang Zhang, Weizhao He, Jiajun Wen, Linlin Shen, Weicheng Xie:
DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance. ICLR 2025 - [c215]Qiufu Li, Huibin Xiao, Linlin Shen:
BCE vs. CE in Deep Feature Learning. ICML 2025 - [c214]Daniele Molino, Francesco Di Feola, Linlin Shen, Paolo Soda, Valerio Guarrasi:
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation. IJCNN 2025: 1-8 - [c213]Wenjie Zhao, Yunlong Gao, Linlin Shen, Qiuming Luo:
SoCDev: SoC Design Automation through TCL Code Generation via LLM-Based Agents. IJCNN 2025: 1-8 - [c212]Valerio Guarrasi, Francesco Di Feola, Giulio Ianello, Irene Iele, Linlin Shen, Massimiliano Mantegna, Daniele Molino, Elena Mulero Ayllon, Ludovica Pompilio, Aurora Rofena, Marco Salmè, Rosa Sicilia, Matteo Tortora, Paolo Soda:
Medicine without boundaries: generative AI for translating medical data across modalities. Ital-IA 2025 - [c211]Rosa Sicilia, Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Ermanno Cordelli, Arianna Francesconi, Valerio Guarrasi, Giulio Iannello, Guido Manni, Massimiliano Mantegna, Giustino Marino, Daniele Molino, Elena Mulero Ayllon, Filippo Ruffini, Linlin Shen, Matteo Tortora, Paolo Soda:
Next-gen health: from multimodal AI to foundation models. Ital-IA 2025 - [c210]Yuhao Wang, Yue Sun, Tao Tan, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie, Linlin Shen, Zitong Yu:
TRRG: Towards Truthful Radiology Report Generation With Cross-Modal Disease Clue Enhanced Large Language Models. MICCAI (7) 2025: 647-657 - [c209]Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, Linlin Shen:
🤖 WSI-Agents: A Collaborative Multi-agent System for Multi-modal Whole Slide Image Analysis. MICCAI (5) 2025: 680-690 - [c208]Xiaoqin Wang, Xianxu Hou, Meidan Ding, Junliang Chen, Kaijun Deng, Jinheng Xie, Linlin Shen:
DisFaceRep: Representation Disentanglement for Co-occurring Facial Components in Weakly Supervised Face Parsing. ACM Multimedia 2025: 4020-4029 - [c207]Yingxin Lai, Hongyang Wang, Jing Yang, Xiangui Kang, Bin Li, Linlin Shen, Zitong Yu:
GM-DF: Generalized Multi-Scenario Deepfake Detection. ACM Multimedia 2025: 4300-4309 - [c206]Weicheng Xie, Chunlin Yan, Siyang Song, Zitong Yu, Linlin Shen, Laizhong Cui:
Smooth Online Multiple Appropriate Facial Reaction Generation. ACM Multimedia 2025: 5804-5813 - [c205]Hanzhe Liang, Jie Zhang, Tao Dai, Linlin Shen, Jinbao Wang, Can Gao:
Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection. ACM Multimedia 2025: 7133-7141 - [c204]Dezhi Zheng, Kaijun Deng, Xianxu Hou, Jinbao Wang, Xiaoqin Wang, Linlin Shen:
Unknown Pixel Mask Based Fine-tuning of 2D Inpainting Models for Unbounded 3D Scene Generation from a Single Image. ACM Multimedia 2025: 9306-9315 - [c203]Kaijun Deng, Yuhang Guo, Linlin Shen:
FlowTalk: Real-Time Audio-Driven Talking Head Synthesis via Motion-Space Flow Matching. MMAsia Workshops 2025: 23:1-23:6 - [c202]Yupeng Zhang, Dezhi Zheng, Ping Lu, Han Zhang, Lei Wang, Liping xiang, Cheng Luo, Kaijun Deng, Xiaowen Fu, Linlin Shen, Jinbao Wang:
LabelGS: Label-Aware 3D Gaussian Splatting for 3D Scene Segmentation. PRCV (10) 2025: 47-61 - [c201]Wenhui Ma, Yuhang Guo, Linlin Shen, Jinbao Wang:
SplatID: Real-Time Lossless 3D Gaussian Splatting with Feature ID Generation and Frame Filtering. PRCV (10) 2025: 307-320 - [c200]Rouyi Li, Zhaochuan Luo, Wei Zhuo, Linlin Shen:
Token-Level Contrastive Learning for Open-World Weakly-Supervised Object Localization. PRCV (16) 2025: 321-335 - [c199]Huijie Deng, Yamei Lu, Zhuoru Wu, Chunhui Zou, Hui Li, Bowei Yuan, Xiaoling Luo, Linlin Shen:
OTMamba: Ophthalmology Image Translation Using Guidance-Controllable Mamba Diffusion Model. PRCV (13) 2025: 423-435 - [c198]Xilin He, Cheng Luo, Qinliang Lin, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Linlin Shen:
Towards Robust Training via Gradient-Diversified Backpropagation. WACV 2025: 7847-7856 - [i157]Daniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Linlin Shen, Valerio Guarrasi, Paolo Soda:
MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation. CoRR abs/2501.04614 (2025) - [i156]Wennuo Yang, Shiling Wu, Yuzhi Zhou, Cheng Luo, Xilin He, Weicheng Xie, Linlin Shen, Siyang Song:
Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification. CoRR abs/2501.08305 (2025) - [i155]Shengdong Zhang, Xiaoqin Zhang, Wenqi Ren, Linlin Shen, Shaohua Wan, Jun Zhang, Yujing M. Jiang:
Bringing RGB and IR Together: Hierarchical Multi-Modal Enhancement for Robust Transmission Line Detection. CoRR abs/2501.15099 (2025) - [i154]Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin Shen:
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification. CoRR abs/2502.18416 (2025) - [i153]Lin Huang, Yujuan Tan, Weisheng Li, Shitai Shan, Linlin Shen, Jing Yu:
YOLO-PRO: Enhancing Instance-Specific Object Detection with Full-Channel Global Self-Attention. CoRR abs/2503.02348 (2025) - [i152]Jiaqi Yang, Wenting Chen, Xiaohan Xing, Sean He, Xiaoling Luo, Xinheng Lyu, Linlin Shen, Guoping Qiu:
HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction. CoRR abs/2503.13862 (2025) - [i151]Xiaoqin Wang, Xusen Ma, Xianxu Hou, Meidan Ding, Yudong Li, Junliang Chen, Wenting Chen, Xiaoyang Peng, Linlin Shen:
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs. CoRR abs/2503.21457 (2025) - [i150]Xiaole Xian, Zhichao Liao, Qingyu Li, Wenyu Qin, Pengfei Wan, Weicheng Xie, Long Zeng, Linlin Shen, Pingfa Feng:
SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning. CoRR abs/2504.00396 (2025) - [i149]Bizhu Wu, Jinheng Xie, Keming Shen, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen:
MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities. CoRR abs/2504.02478 (2025) - [i148]Wei Zhuo, Zhiyue Tang, Wufeng Xue, Hao Ding, Linlin Shen:
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining. CoRR abs/2504.15669 (2025) - [i147]Daniele Molino, Francesco Di Feola, Linlin Shen, Paolo Soda, Valerio Guarrasi:
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation. CoRR abs/2505.01091 (2025) - [i146]Elena Mulero Ayllon, Massimiliano Mantegna, Linlin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora:
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging. CoRR abs/2505.01239 (2025) - [i145]Chaomeng Chen, Zitong Yu, Junhao Dong, Sen Su, LinLin Shen, Shutao Xia, Xiaochun Cao:
Mitigating Group-Level Fairness Disparities in Federated Visual Language Models. CoRR abs/2505.01851 (2025) - [i144]Yiping Xie, Bo Zhao, Mingtong Dai, Jian-Ping Zhou, Yue Sun, Tao Tan, Weicheng Xie, Linlin Shen, Zitong Yu:
PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing. CoRR abs/2505.03621 (2025) - [i143]Qiufu Li, Huibin Xiao, Linlin Shen:
BCE vs. CE in Deep Feature Learning. CoRR abs/2505.05813 (2025) - [i142]Yingjie Ma, Xun Lin, Zitong Yu, Xin Liu, Xiaochen Yuan, Weicheng Xie, Linlin Shen:
Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing. CoRR abs/2505.09484 (2025) - [i141]Pujun Xue, Junyi Ge, Xiaotong Jiang, Siyang Song, Zijian Wu, Yupeng Huo, Weicheng Xie, Linlin Shen, Xiaoqin Zhou, Xiaofeng Liu, Min Gu:
Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking. CoRR abs/2505.15637 (2025) - [i140]Filippo Ruffini, Elena Mulero Ayllon, Linlin Shen, Paolo Soda, Valerio Guarrasi:
Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging. CoRR abs/2506.18434 (2025) - [i139]Hanzhe Liang, Jie Zhang, Tao Dai, Linlin Shen, Jinbao Wang, Can Gao:
Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection. CoRR abs/2507.03903 (2025) - [i138]Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, Linlin Shen:
WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis. CoRR abs/2507.14680 (2025) - [i137]Bizhu Wu, Jinheng Xie, Meidan Ding, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen:
FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing. CoRR abs/2507.19850 (2025) - [i136]Wei Zhuo, Runjie Luo, Wufeng Xue, Linlin Shen:
Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification. CoRR abs/2507.20511 (2025) - [i135]Wenxuan Wang, Zizhan Ma, Meidan Ding, Shiyi Zheng, Shengyuan Liu, Jie Liu, Jiaming Ji, Wenting Chen, Xiang Li, Linlin Shen, Yixuan Yuan:
Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications. CoRR abs/2508.00669 (2025) - [i134]Xiaoqin Wang, Xianxu Hou, Meidan Ding, Junliang Chen, Kaijun Deng, Jinheng Xie, Linlin Shen:
DisFaceRep: Representation Disentanglement for Co-occurring Facial Components in Weakly Supervised Face Parsing. CoRR abs/2508.01250 (2025) - [i133]Xiaoling Luo, Ruli Zheng, Qiaojian Zheng, Zibo Du, Shuo Yang, Meidan Ding, Qihao Xu, Chengliang Liu, Linlin Shen:
A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models. CoRR abs/2508.03734 (2025) - [i132]Zizhan Ma, Wenxuan Wang, Guo Yu, Yiu-Fai Cheung, Meidan Ding, Jie Liu, Wenting Chen, Linlin Shen:
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models. CoRR abs/2508.04325 (2025) - [i131]Yuhang Guo, Kaijun Deng, Siyang Song, Jindong Xie, Wenhui Ma, Linlin Shen:
D^3-Talker: Dual-Branch Decoupled Deformation Fields for Few-Shot 3D Talking Head Synthesis. CoRR abs/2508.14449 (2025) - [i130]Yupeng Zhang, Dezhi Zheng, Ping Luo, Han Zhang, Lei Wang, Liping xiang, Cheng Luo, Kaijun Deng, Xiaowen Fu, Linlin Shen, Jinbao Wang:
LabelGS: Label-Aware 3D Gaussian Splatting for 3D Scene Segmentation. CoRR abs/2508.19699 (2025) - [i129]Meidan Ding, Jipeng Zhang, Wenxuan Wang, Cheng-Yi Li, Wei-Chieh Fang, Hsin-Yu Wu, Haiqin Zhong, Wenting Chen, Linlin Shen:
Med-RewardBench: Benchmarking Reward Models and Judges for Medical Multimodal Large Language Models. CoRR abs/2508.21430 (2025) - [i128]Yingxin Lai, Zitong Yu, Jun Wan, Linlin Shen, Yong Xu, Xiaochun Cao:
Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection. CoRR abs/2509.12546 (2025) - [i127]Gui Wang, Wennuo Yang, Xusen Ma, Zehao Zhong, Zhuoru Wu, Ende Wu, Rong Qu, Wooi Ping Cheah, Jianfeng Ren, Linlin Shen:
EyePCR: A Comprehensive Benchmark for Fine-Grained Perception, Knowledge Comprehension and Clinical Reasoning in Ophthalmic Surgery. CoRR abs/2509.15596 (2025) - [i126]Yudong Li, Yufei Sun, Yuhan Yao, Peiru Yang, Wanyue Li, Jiajun Zou, Yongfeng Huang, Linlin Shen:
RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Social Media. CoRR abs/2509.22055 (2025) - [i125]Xu Wu, Zhihui Lai, Xianxu Hou, Jie Zhou, Ya-nan Zhang, Linlin Shen:
LightQANet: Quantized and Adaptive Feature Learning for Low-Light Image Enhancement. CoRR abs/2510.14753 (2025) - [i124]Zewen Li, Zitong Yu, Qilang Ye, Weicheng Xie, Wei Zhuo, Linlin Shen:
IAD-GPT: Advancing Visual Knowledge in Multimodal Large Language Model for Industrial Anomaly Detection. CoRR abs/2510.16036 (2025) - [i123]Yudong Li, Hao Li, Xianxu Hou, Linlin Shen:
GPTFace: Generative Pre-training of Facial-Linguistic Transformer by Span Masking and Weakly Correlated Text-image Data. CoRR abs/2510.18345 (2025) - [i122]Ziqi Gao, Qiufu Li, Linlin Shen:
DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning. CoRR abs/2510.21635 (2025) - [i121]Elena Mulero Ayllon, Linlin Shen, Pierangelo Veltri, Fabrizia Gelardi, Arturo Chiti, Paolo Soda, Matteo Tortora:
Context-Gated Cross-Modal Perception with Visual Mamba for PET-CT Lung Tumor Segmentation. CoRR abs/2510.27508 (2025) - [i120]Zenghao Niu, Weicheng Xie, Siyang Song, Zitong Yu, Feng Liu, Linlin Shen:
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling. CoRR abs/2511.00411 (2025) - [i119]Hanzhe Liang, Jie Zhou, Can Gao, Bingyang Guo, Jinbao Wang, Linlin Shen:
A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features. CoRR abs/2511.13115 (2025) - [i118]Guolin Huang, Wenting Chen, Jiaqi Yang, Xinheng Lyu, Xiaoling Luo, Sen Yang, Xiaohan Xing, Linlin Shen:
SurvAgent: Hierarchical CoT-Enhanced Case Banking and Dichotomy-Based Multi-Agent System for Multimodal Survival Prediction. CoRR abs/2511.16635 (2025) - [i117]Keming Shen, Bizhu Wu, Junliang Chen, Xiaoqin Wang, Linlin Shen:
FineXtrol: Controllable Motion Generation via Fine-Grained Text. CoRR abs/2511.18927 (2025) - [i116]Jing Hao, Yuci Liang, Lizhuo Lin, Yuxuan Fan, Wenkai Zhou, Kaixin Guo, Zanting Ye, Yanpeng Sun, Xinyu Zhang, Yanqi Yang, Qiankun Li, Hao Tang, James Kit-Hon Tsoi, Linlin Shen, Kuo Feng Hung:
OralGPT-Omni: A Versatile Dental Multimodal Large Language Model. CoRR abs/2511.22055 (2025) - [i115]Mianjie Zheng, Xinquan Yang, Xuguang Li, Xiaoling Luo, Xuefen Liu, Kun Tang, He Meng, Linlin Shen:
Text Condition Embedded Regression Network for Automated Dental Abutment Design. CoRR abs/2511.22578 (2025) - [i114]Mianjie Zheng, Xinquan Yang, Along He, Xuguang Li, Feilie Zhong, Xuefen Liu, Kun Tang, Zhicheng Zhang, Linlin Shen:
SSA3D: Text-Conditioned Assisted Self-Supervised Framework for Automatic Dental Abutment Design. CoRR abs/2512.11507 (2025) - [i113]Xinquan Yang, Jinheng Xie, Yawen Huang, Yuexiang Li, Huimin Huang, Hao Zheng, Xian Wu, Yefeng Zheng, Linlin Shen:
X-ray Insights Unleashed: Pioneering the Enhancement of Multi-Label Long-Tail Data. CoRR abs/2512.20980 (2025) - 2024
- [j146]Rosa Sicilia, Linlin Shen, Alejandro Rodríguez González, KC Santosh, Peter J. F. Lucas:
Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine. Artif. Intell. Medicine 156: 102954 (2024) - [j145]Shengdong Zhang, Xiaoqin Zhang, Wenqi Ren, Linlin Shen, Li Zhao, Jun Zhang:
Photo realistic synthetic dataset and multi-scale attention dehazing network. Eng. Appl. Artif. Intell. 133: 108359 (2024) - [j144]Xinquan Yang, Xuguang Li, Xuechen Li, Wenting Chen, Linlin Shen, Xin Li, Yongqiang Deng:
Two-stream regression network for dental implant position prediction. Expert Syst. Appl. 235: 121135 (2024) - [j143]Leilei Zeng, Xuechen Li, Xinquan Yang, Wenting Chen, Jingxin Liu, Linlin Shen, Song Wu:
SCPMan: Shape context and prior constrained multi-scale attention network for pancreatic segmentation. Expert Syst. Appl. 252: 124070 (2024) - [j142]Qiufu Li, Linlin Shen:
Dual-branch interactive cross-frequency attention network for deep feature learning. Expert Syst. Appl. 254: 124406 (2024) - [j141]Da Wan, Can Gao, Jie Zhou, Xinrui Shen, Linlin Shen:
Unsupervised fabric defect detection with high-frequency feature mapping. Multim. Tools Appl. 83(7): 21615-21632 (2024) - [j140]Shengdong Zhang, Xiaoqin Zhang, Linlin Shen, En Fan:
GAN-based dehazing network with knowledge transferring. Multim. Tools Appl. 83(15): 45095-45110 (2024) - [j139]