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Viewing Publication 1 - 100 from 452

2027

TUS-DET: Open-vocabulary pretraining with standard planes for few-shot thyroid ultrasound lesion detectionYongji Wu, Jiansong Zhang 0005, Shunlan Liu, Xiaoling Luo 0001, Guorong Lyu, LinLin Shen. eswa, 332:133421, 2027. [doi]

2026

LightQANet: Quantized and Adaptive Feature Learning for Low-Light Image EnhancementXu Wu 0001, Zhihui Lai 0001, Xianxu Hou, Jie Zhou 0009, Ya-Nan Zhang, LinLin Shen. tmm, 28:6137-6151, 2026. [doi]

KoCo: Conditioning Language Model Pre-training on Knowledge CoordinatesYudong Li 0001, Jiawei Cai, LinLin Shen. acl 2026: 24222-24235 [doi]

Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language ModelsWenxuan Wang 0001, Zizhan Ma, Guo Yu, Yiu-Fai Cheung, Meidan Ding, Jie Liu 0044, Wenting Chen, LinLin Shen. acl 2026: 43078-43123 [doi]

Compressed video-driven multimodal modeling and interaction for dynamic expression recognitionWeicheng Xie 0001, Junliang Zhang, Haijian Liang, LinLin Shen, Zhihui Lai 0001, Siyang Song, Zitong Yu. kbs, 350:116590, 2026. [doi]

Incomplete Multi-view Diabetic Retinopathy Grading via Self-Supervised Inter- and Intra-View RestorationZhihao Wu 0002, Yuxin Lin, Jie Wen 0001, Wuzhen Shi, LinLin Shen. AAAI 2026: 10879-10887 [doi]

Weakly Supervised Salient Object Detection with Text SupervisionZhihao Wu 0002, Jie Wen 0001, LinLin Shen, Xiaopeng Fan, Yong Xu 0001, Jian Yang 0003, David Zhang 0001. ijcv, 134(2):74, February 2026. [doi]

3DL: Sample-Aggregated Structured Supervised Dictionary LearningHaiyan Yu 0003, Yucheng Peng, Jianfeng Ren, LinLin Shen, Xin Chen 0003, Ruibin Bai. spl, 33:2555-2559, 2026. [doi]

FPGA Routing Congestion Prediction via Graph Learning-Aided Conditional GANQingyu Yang 0004, Jingjin Li, Rui Li 0095, Yuting He 0002, Yajun Ha, LinLin Shen, Ruibin Bai, Heng Yu 0001. todaes, 31(2), March 2026. [doi]

SDC-Net: Semi-supervised breast ultrasound lesion segmentation via semantic decouplingJiansong Zhang 0005, Zhuoqin Yang, Xiaoling Luo 0001, Shaozheng He, LinLin Shen. PR, 176:113216, 2026. [doi]

Thyro-LMD: A Benchmark Dataset and Sample-Driven Data Loading, Attention, and Regularization for Long-Tailed Multi-Label Thyroid Ultrasound DiagnosisJiansong Zhang 0005, Shunlan Liu, Xiaoling Luo 0001, Guorong Lyu, LinLin Shen. tmi, 45(7):3986-4001, July 2026. [doi]

Dual-Stream Autoencoder With Spatial and High-Frequency Feature Interaction for Contactless Fingerprint Presentation Attack DetectionFeng Liu 0013, Yin Li, Yuan Xu, LinLin Shen. tifs, 21:7079-7093, 2026. [doi]

Context-Gated Cross-Modal Perception with Visual MAMBA for PET-CT Lung Tumor SegmentationElena Mulero Ayllon, LinLin Shen, Pierangelo Veltri, Fabrizia Gelardi, Arturo Chiti, Paolo Soda, Matteo Tortora. isbi 2026: 1-4 [doi]

BinaryAD: Efficient image anomaly detection via binarized representationsJunjie Chen, Wenjing Zhang, Pengfei Wang, Bingyang Guo, Hanzhe Liang, LinLin Shen, Jinbao Wang, Zhichao Lu. PR, 180:114280, 2026. [doi]

MNSeg: Mamba-based 3D neuron segmentation integrated with bidirectional attention mechanism and topological lossXinle Dai, Qiufu Li, LinLin Shen, Wenting Chen, Weijia Fan. ijon, 672:132790, 2026. [doi]

PLIMSeg: Pathology language-image matching for weakly supervised semantic segmentation of histopathology imagesMeidan Ding, Xuechen Li 0001, Wenting Chen, Songhe Deng, LinLin Shen, Zhihui Lai 0001. bspc, 112:108669, 2026. [doi]

FProtoSeg: Fine-grained prototype alignment for Weakly Supervised Semantic Segmentation of histopathology imagesMeidan Ding, Wenting Chen, Xiaoling Luo 0001, Haiqin Zhong, LinLin Shen. PR, 175:113126, 2026. [doi]

AEPL: Adaptive empirical prototype learning with dynamic margins for deep face recognitionWeijia Fan, Yan Huang, Zhixiang Cai, Chunsong Chen, Yanxi Liu, Jiajun Wen 0001, Xi Jia, LinLin Shen, Jiancan Zhou, Qiufu Li. paa, 29(1):5, March 2026. [doi]

Federated semi-supervised calibrated efficient fine-tuning of foundation models for medical image classificationAlong He, Yanlin Wu, LinLin Shen, Tao Li, Ke Zou, Huazhu Fu. kbs, 335:115228, 2026. [doi]

Learning discriminative features within forward-Forward algorithm using convolutional prototypeQiufu Li, Zewen Li, LinLin Shen. PR, 175:113139, 2026. [doi]

Zero-shot referring expression comprehension via guidance of Multimodal Large Language ModelsRouyi Li, Wei Zhuo, Shiyi Zheng, Zhihao Wu, LinLin Shen. PR, 180:114223, 2026. [doi]

MFF-M3AD: A unified reconstruction method with multi-scale feature fusion for multi-category 3D anomaly detectionHanzhe Liang, Chenxi Hu, Yejin Tang, LinLin Shen, Jinbao Wang, Can Gao. NN, 203:109131, 2026. [doi]

A lightweight 3D anomaly detection method with rotationally invariant featuresHanzhe Liang, Jie Zhou 0009, Can Gao, Bingyang Guo, Jinbao Wang, LinLin Shen. PR, 174:112924, 2026. [doi]

Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language ModelsShaonan Liu, Guo Yu, Xiaoling Luo 0001, Shiyi Zheng, Jie Liu 0044, Wenting Chen, LinLin Shen. acl 2026: 26682-26697 [doi]

XGeM: A multi-prompt foundation model for multimodal medical data generationDaniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, LinLin Shen, Valerio Guarrasi, Paolo Soda. cmig, 128:102718, 2026. [doi]

Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imagingFilippo Ruffini, Elena Mulero Ayllon, LinLin Shen, Paolo Soda, Valerio Guarrasi. cmpb, 275:109196, 2026. [doi]

FineXtrol: Controllable Motion Generation via Fine-Grained TextKeming Shen, Bizhu Wu, Junliang Chen 0002, Xiaoqin Wang, LinLin Shen. AAAI 2026: 8905-8913 [doi]

DeCenter: Density-Center Guided Perception Enhancement for UAV Object DetectionZhiqing Shi, Zhihao Wu 0002, Jie Wen 0001, Mu Li 0005, Xiaopeng Fan 0001, Yaowei Wang 0001, LinLin Shen. tcsv, 36(7):9392-9405, July 2026. [doi]

M-MambaS: Multimodal Mamba for small lesion segmentationGui Wang, Jianfeng Ren, LinLin Shen, Wooi Ping Cheah, Rong Qu. PR, 180:113923, 2026. [doi]

ACGM: Attribute-Centric Graph Modeling Network for Concurrent Missing Tabular Data Imputation and COVID-19 PrognosisZhuoru Wu, Wenting Chen, Xuechen Li 0001, Filippo Ruffini, Shaonan Liu, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Xiaoling Luo 0001, Valerio Guarrasi, Paolo Soda, LinLin Shen. titb, 30(4):3307-3320, April 2026. [doi]

Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategyShiling Wu, Siyang Song, Songhe Deng, Weicheng Xie 0001, LinLin Shen. inffus, 126:103584, 2026. [doi]

Ranking-Based Self-Supervised Representation Learning for Skeleton-Based Action RecognitionBizhu Wu, Junliang Chen 0002, Jinheng Xie, Qiufu Li, Jianfeng Ren, Ruibin Bai, Rong Qu, LinLin Shen. tmm, 28:4181-4193, 2026. [doi]

HemNet: Hemoglobin-Assistant Network for Video-Based Remote Photoplethysmography MeasurementRuize Wu, Wei Zhuo, Jingang Shi, Xin Liu 0012, LinLin Shen, Yihong Gong, Guoying Zhao 0001. tcsv, 36(5):7065-7079, May 2026. [doi]

HitBack: Transformer With Hierarchical-Semantic Cross Attention and Background Contrast for Weakly Supervised Wildlife Semantic SegmentationPuxuan Xie, Wei Zhuo, Xinshao Wang, Songhe Deng, Weizhao He, LinLin Shen. tmm, 28:2363-2377, 2026. [doi]

Open-world Weakly-Supervised Object LocalizationJinheng Xie, Zhaochuan Luo, Rouyi Li, Yawen Huang, Haozhe Liu, Yuexiang Li, Yefeng Zheng 0001, Yang Zhang, LinLin Shen, Mike Zheng Shou. PR, 169:111808, 2026. [doi]

UDG-Prom: A unified dense-guided semantic prompting for cross-domain few-shot image segmentationJiaqi Yang, Xiangjian He, Xin Chen 0003, Yaning Zhang, Jingxi Hu, LinLin Shen, Guoping Qiu. kbs, 335:115207, 2026. [doi]

Rewarding fine-grained image captioning with keyword group contrastiveKailiang Ye, Zheng Lu 0002, LinLin Shen, Tianxiang Cui. eswa, 312:131405, 2026. [doi]

Fine-grained facial description generation with retrieval augmentationKailiang Ye, Zheng Lu 0002, LinLin Shen, Tianxiang Cui. ijon, 691:133770, 2026. [doi]

Multi-Granularity Facial Emotional Representation With Unlabeled Data and Textual SupervisionKaishen Yuan, Zitong Yu, Xin Liu 0012, Bohao Xing, Yuting Zhang 0008, Weicheng Xie 0001, LinLin Shen, Björn W. Schuller. TIP, 35:3479-3494, 2026. [doi]

Enhancing 3D medical multi-modal large language models with integrated human body priors for computed tomographyLeilei Zeng, Jie Liu 0044, Wenting Chen, Chenyang Lyu, Wenxi Li, Shaonan Liu, Xiande Zhou, LinLin Shen. PR, 179:113540, 2026. [doi]

Wavelet-based physically guided normalization network for real-time traffic dehazingShengdong Zhang, Xiaoqin Zhang 0002, LinLin Shen, Shaohua Wan 0001, Wenqi Ren. PR, 172:112451, 2026. [doi]

Shape-aware and feature fused power line detection networkShengdong Zhang, Xiaoqin Zhang 0002, Wenqi Ren, LinLin Shen, Jun Zhang 0011. eaai, 170:113981, 2026. [doi]

Hierarchical Multi-Modal Enhancement for Robust Transmission Line DetectionShengdong Zhang, Xiaoqin Zhang 0002, Shaohua Wan 0001, Yujing M. Jiang, Wujie Zhou, LinLin Shen, Wenqi Ren. tase, 23:12346-12358, 2026. [doi]

Multi-source multi-task meta-learning with task-oriented distribution alignment for gastric cancer analysis in CT imagesYongtao Zhang, Hongwei Yu, Ning Yuan, Yiyao Liu, Yingpeng Xie, Huang Chen, Yu Ren, Jixin Luan, Kuan Lv, Tianfu Wang 0001, Lei Dong, Jing Qin 0001, LinLin Shen, Guolin Ma, Baiying Lei. eswa, 301:130490, 2026. [doi]

Text condition embedded regression network for automated dental implant abutment designMianjie Zheng, Xinquan Yang, Xuguang Li, Xiaoling Luo 0001, Xuefen Liu, Kun Tang, He Meng 0008, LinLin Shen. eswa, 299:130160, 2026. [doi]

2025

Smooth Online Multiple Appropriate Facial Reaction GenerationWeicheng Xie 0001, Chunlin Yan, Siyang Song, Zitong Yu, LinLin Shen, Laizhong Cui. mm 2025: 5804-5813 [doi]

Progressive Pseudo Labeling for Multi-Dataset Detection Over Unified Label SpaceKai Ye 0004, Zepeng Huang, Yilei Xiong, Yu Gao, Jinheng Xie, LinLin Shen. tmm, 27:531-543, 2025. [doi]

Binarized Internal Fingerprint Reconstruction From Optical Coherence Tomography Based on Image Region RegressionFeng Liu 0013, Yin Li, Wenfeng Zeng, LinLin Shen. tifs, 20:12342-12355, 2025. [doi]

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language ModelsJie Liu 0044, Wenxuan Wang 0001, Yihang Su, Jingyuan Huang, Yudi Zhang 0005, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, LinLin Shen, Michael R. Lyu. acl 2025: 24181-24201 [doi]

MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive SequenceJie Liu 0044, Wenxuan Wang 0001, Zizhan Ma, Guolin Huang, Yihang Su, Kao-Jung Chang, Haoliang Li, LinLin Shen, Michael R. Lyu, Wenting Chen. nips 2025: [doi]

Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT ImagingElena Mulero Ayllon, Massimiliano Mantegna, LinLin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora. cbms 2025: 375-380 [doi]

FlowTalk: Real-Time Audio-Driven Talking Head Synthesis via Motion-Space Flow MatchingKaijun Deng, Yuhang Guo, LinLin Shen. mmasia 2025: [doi]

OTMamba: Ophthalmology Image Translation Using Guidance-Controllable Mamba Diffusion ModelHuijie Deng, Yamei Lu, Zhuoru Wu, Chunhui Zou, Hui Li, Bowei Yuan, Xiaoling Luo 0001, LinLin Shen. prcv 2026: 423-435 [doi]

DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face SynthesisKaijun Deng, Dezhi Zheng, Jindong Xie, Jinbao Wang, Weicheng Xie, LinLin Shen, Siyang Song. icassp 2025: 1-5 [doi]

EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language ModelMeidan Ding, Jipeng Zhang, Wenxuan Wang 0001, Haiqin Zhong, Xiaoqin Wang, Xinheng Lyu, Wenting Chen, LinLin Shen. acl 2025: 14603-14619 [doi]

Open-Set Fabric Defect Detection With Defect Generation and TransferCan Gao, Xiujian Chen, Jie Zhou 0009, Jinbao Wang, LinLin Shen. tim, 74:1-13, 2025. [doi]

DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain LearningZiqi Gao, Qiufu Li, LinLin Shen. iccv 2025: 3488-3498 [doi]

Medicine without boundaries: generative AI for translating medical data across modalitiesValerio 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. ital-ia 2025: [doi]

3-Talker: Dual-Branch Decoupled Deformation Fields for Few-Shot 3D Talking Head SynthesisYuhang Guo, Kaijun Deng, Siyang Song, Jindong Xie, Wenhui Ma, LinLin Shen. ecai 2025: 2858-2865 [doi]

DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph MatchingXiaofei Huang, Wenting Chen, Jie Liu 0044, Qisheng Lu, Xiaoling Luo, LinLin Shen. AAAI 2025: 3769-3778 [doi]

YOLOCS: Object detection based on dense channel compression for feature spatial solidificationLin Huang, Weisheng Li 0001, Yujuan Tan, LinLin Shen, Jing Yu, Haojie Fu. kbs, 310:113024, 2025. [doi]

Online Emotion-Driven Generation of Multiple Appropriate Facial ReactionsJiajian Huang, Siyang Song, Xiangyu Kong 0001, Weicheng Xie 0001, LinLin Shen, Zitong Yu. ccbr 2026: 183-194 [doi]

GM-DF: Generalized Multi-Scenario Deepfake DetectionYingxin Lai, Hongyang Wang 0001, Jing Yang, Xiangui Kang, Bin Li 0011, LinLin Shen, Zitong Yu. mm 2025: 4300-4309 [doi]

BCE vs. CE in Deep Feature LearningQiufu Li, Huibin Xiao, LinLin Shen. icml 2025: [doi]

Token-Level Contrastive Learning for Open-World Weakly-Supervised Object LocalizationRouyi Li, Zhaochuan Luo, Wei Zhuo, LinLin Shen. prcv 2026: 321-335 [doi]

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide ImageYuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang, Xiangjian He, Song Wu, Xiaohan Xing, Sen Yang 0006, Xiyue Wang, LinLin Shen. iccv 2025: 22718-22727 [doi]

Enhancing anomaly detection with few-shot fine-tuned long text-to-image modelsJiachen Liu, Jiajia An, Junbin Lu, Zhuoqin Yang, Jinbao Wang, Ping Lu, Yuying Wang, LinLin Shen. eaai, 162:112174, 2025. [doi]

An efficient and effective pore matching method using ResCNN descriptor and local outliersFeng Liu, Qiuheng Wang, Yanfeng Xiao, LinLin Shen. PR, 163:111446, 2025. [doi]

Heterogeneous Domain Adaptation via Correlative and Discriminative Feature LearningYuwu Lu, Dewei Lin, LinLin Shen, Yicong Zhou, Jiahui Pan. tmm, 27:3447-3461, 2025. [doi]

READ3D-Net: Residual Autoencoder and GAN-Based 3-D Convolutional Network for Anomaly DetectionYuwu Lu, Yinsheng Liu, Jiajun Wen 0001, Yang Zhang 0012, Yingyi Liang, Zhihui Lai 0001, LinLin Shen. tii, 21(12):9412-9423, December 2025. [doi]

Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy GradingXiaoling Luo, QiHao Xu, Huisi Wu, Chengliang Liu 0003, Zhihui Lai 0001, LinLin Shen. AAAI 2025: 19224-19232 [doi]

[inline-graphic not available: see fulltext]WSI-Agents: A Collaborative Multi-agent System for Multi-modal Whole Slide Image AnalysisXinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, LinLin Shen. miccai 2026: 680-690 [doi]

SplatID: Real-Time Lossless 3D Gaussian Splatting with Feature ID Generation and Frame FilteringWenhui Ma, Yuhang Guo, LinLin Shen, Jinbao Wang. prcv 2026: 307-320 [doi]

Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-SpoofingYingjie Ma, Zitong Yu, Xun Lin, Weicheng Xie, LinLin Shen. icassp 2025: 1-5 [doi]

Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report GenerationDaniele Molino, Francesco Di Feola, LinLin Shen, Paolo Soda, Valerio Guarrasi. ijcnn 2025: 1-8 [doi]

Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided SamplingZenghao Niu, Weicheng Xie 0001, Siyang Song, Zitong Yu, Feng Liu 0013, LinLin Shen. iccv 2025: 3885-3894 [doi]

DeeperForward: Enhanced Forward-Forward Training for Deeper and Better PerformanceLiang Sun, Yang Zhang 0012, Weizhao He, Jiajun Wen 0001, LinLin Shen, Weicheng Xie 0001. iclr 2025: [doi]

MANet-CycleGAN: An Unsupervised LDCT Image Denoising Method Based on Channel Attention and Multi-scale FeaturesJinglong Tian, Tianze Zhao, Zhijun Fan, LinLin Shen, Jieyao Wei, Qiumei Pu. cvm 2025: 275-294 [doi]

Enhanced Fabric Defect Detection With Feature Contrast Interference SuppressionJinbao Wang, Jiayi Cheng, Can Gao, Jie Zhou 0009, LinLin Shen. tim, 74:1-12, 2025. [doi]

FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMsXiaoqin Wang, Xusen Ma, Xianxu Hou, Meidan Ding, Yudong Li, Junliang Chen, Wenting Chen, Xiaoyang Peng, LinLin Shen. cvpr 2025: 9154-9164 [doi]

DisFaceRep: Representation Disentanglement for Co-occurring Facial Components in Weakly Supervised Face ParsingXiaoqin Wang, Xianxu Hou, Meidan Ding, Junliang Chen 0002, Kaijun Deng, Jinheng Xie, LinLin Shen. mm 2025: 4020-4029 [doi]

S³-Mamba: Small-Size-Sensitive Mamba for Lesion SegmentationGui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, LinLin Shen. AAAI 2025: 7655-7664 [doi]

TRRG: Towards Truthful Radiology Report Generation With Cross-Modal Disease Clue Enhanced Large Language ModelsYuhao Wang, Yue Sun, Tao Tan 0002, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie 0001, LinLin Shen, Zitong Yu. miccai 2026: 647-657 [doi]

A codebook-driven approach for low-light image enhancementXu Wu, Xianxu Hou, Zhihui Lai 0001, Jie Zhou 0009, Ya-Nan Zhang, Witold Pedrycz, LinLin Shen. eaai, 156:111115, 2025. [doi]

FineMotion: A Dataset and Benchmark with Both Spatial and Temporal Annotation for Fine-Grained Motion Generation and EditingBizhu Wu, Jinheng Xie, Meidan Ding, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, LinLin Shen. iccv 2025: 13837-13846 [doi]

MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple GranularitiesBizhu Wu, Jinheng Xie, Keming Shen, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, LinLin Shen. cvpr 2025: 27849-27858 [doi]

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute EditingXiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, LinLin Shen. AAAI 2025: 8593-8601 [doi]

Weakly supervised bounding-box generation for camera-trap image based animal detectionPuxuan Xie, Renwu Gao, Weizeng Lu, LinLin Shen. iet-cvi, 19(1), 2025. [doi]

High-Fidelity Editable Portrait Synthesis with 3D GAN InversionJindong Xie, Jiachen Liu, Yupei Lin, Jinbao Wang, Xianxu Hou, LinLin Shen. icassp 2025: 1-5 [doi]

CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic SegmentationJinheng Xie, Songhe Deng, Xianxu Hou, Zhaochuan Luo, LinLin Shen, Yawen Huang, Yefeng Zheng 0001, Mike Zheng Shou. ijcv, 133(8):5569-5588, August 2025. [doi]

Frequency Restoration and Modality Enforcement towards Resisting-corruption Multimodal Sentiment AnalysisWeicheng Xie, Haijian Liang, Zenghao Niu, Xianxu Hou, Siyang Song, Zitong Yu, LinLin Shen. tomccap, 21(12), December 2025. [doi]

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image ClassificationZhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Xu Wu, Zheng Lu, LinLin Shen. bibm 2025: 3090-3097 [doi]

LLM4Netlist: LLM-Enabled Step-Based Netlist Generation From Natural Language DescriptionKailiang Ye, Qingyu Yang, Zheng Lu 0002, Heng Yu 0001, Tianxiang Cui, Ruibin Bai, LinLin Shen. esticas, 15(2):337-348, June 2025. [doi]

Distilled transformers with locally enhanced global representations for face forgery detectionYaning Zhang, Qiufu Li, Zitong Yu, LinLin Shen. PR, 161:111253, 2025. [doi]

A Wavelet-Guided Deep Unfolding Network for Single Image Reflection RemovalYa-Nan Zhang, Qiufu Li, Xu Wu, Nan Mu, Xiaoning Li, LinLin Shen. TIP, 34:4040-4051, 2025. [doi]

MFCLIP: Multi-Modal Fine-Grained CLIP for Generalizable Diffusion Face Forgery DetectionYaning Zhang, Tianyi Wang 0006, Zitong Yu, Zan Gao, LinLin Shen, Shengyong Chen. tifs, 20:5888-5903, 2025. [doi]

Dual Encoders for Diffusion-based Image InpaintingDezhi Zheng, Kaijun Deng, Jinbao Wang, LinLin Shen. icassp 2025: 1-5 [doi]

Unknown Pixel Mask Based Fine-tuning of 2D Inpainting Models for Unbounded 3D Scene Generation from a Single ImageDezhi Zheng, Kaijun Deng, Xianxu Hou, Jinbao Wang, Xiaoqin Wang, LinLin Shen. mm 2025: 9306-9315 [doi]

PerReactor: Offline Personalised Multiple Appropriate Facial Reaction GenerationHengde Zhu, Xiangyu Kong, Weicheng Xie 0001, Xin Huang, Xilin He, Lu Liu, LinLin Shen, Wei Zhang, Hatice Gunes, Siyang Song. AAAI 2025: 1665-1673 [doi]

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