Shen, Linlin

49 publications

ICML 2025 BCE vs. CE in Deep Feature Learning Qiufu Li, Huibin Xiao, Linlin Shen

AAAI 2025 CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen

AAAI 2025 DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching Xiaofei Huang, Wenting Chen, Jie Liu, Qisheng Lu, Xiaoling Luo, Linlin Shen

ICCV 2025 DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning Ziqi Gao, Qiufu Li, Linlin Shen

ICLR 2025 DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance Liang Sun, Yang Zhang, Weizhao He, Jiajun Wen, Linlin Shen, Weicheng Xie

ICCV 2025 Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling Zenghao Niu, Weicheng Xie, Siyang Song, Zitong Yu, Feng Liu, Linlin Shen

CVPR 2025 FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs Xiaoqin Wang, Xusen Ma, Xianxu Hou, Meidan Ding, Yudong Li, Junliang Chen, Wenting Chen, Xiaoyang Peng, Linlin Shen

ICCV 2025 FineMotion: A Dataset and Benchmark with Both Spatial and Temporal Annotation for Fine-Grained Motion Generation and Editing Bizhu Wu, Jinheng Xie, Meidan Ding, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen

AAAI 2025 Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen

CVPR 2025 MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation Across Multiple Granularities Bizhu Wu, Jinheng Xie, Keming Shen, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen

NeurIPS 2025 MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence Jie Liu, Wenxuan Wang, Zizhan Ma, Guolin Huang, Su Yihang, Kao-Jung Chang, Haoliang Li, Linlin Shen, Michael Lyu, Wenting Chen

AAAI 2025 PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Xilin He, Lu Liu, Linlin Shen, Wei Zhang, Hatice Gunes, Siyang Song

ICCV 2025 SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He, Cheng Luo, Xiaole Xian, Bing Li, Muhammad Haris Khan, Zongyuan Ge, Weicheng Xie, Siyang Song, Linlin Shen, Bernard Ghanem, Xiangyu Yue

AAAI 2025 S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation Gui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, Linlin Shen

WACV 2025 Towards Robust Training via Gradient-Diversified Backpropagation Xilin He, Cheng Luo, Qinliang Lin, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Linlin Shen

ICCV 2025 WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image Yuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang, Xiangjian He, Song Wu, Xiaohan Xing, Sen Yang, Xiyue Wang, Linlin Shen

CVPR 2024 APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He, Yang Zhang, Wei Zhuo, Linlin Shen, Jiaqi Yang, Songhe Deng, Liang Sun

AAAI 2024 Boosting Adversarial Transferability Across Model Genus by Deformation-Constrained Warping Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song

NeurIPS 2024 HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion Yu Zeng, Yang Zhang, Jiachen Liu, Linlin Shen, Kaijun Deng, Weizhao He, Jinbao Wang

ECCV 2024 MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise Qingzheng Huang, Xilin He, Xiaole Xian, Qinliang Lin, Weicheng Xie, Siyang Song, Linlin Shen, Zitong Yu

CVPR 2024 Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen

NeurIPS 2024 Towards Combating Frequency Simplicity-Biased Learning for Domain Generalization Xilin He, Jingyu Hu, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Muhammad Haris Khan, Linlin Shen

CVPR 2024 Tune-an-Ellipse: CLIP Has Potential to Find What You Want Jinheng Xie, Songhe Deng, Bing Li, Haozhe Liu, Yawen Huang, Yefeng Zheng, Jurgen Schmidhuber, Bernard Ghanem, Linlin Shen, Mike Zheng Shou

NeurIPS 2023 Learning Visual Prior via Generative Pre-Training Jinheng Xie, Kai Ye, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng, Linlin Shen, Mike Zheng Shou

ICCV 2023 Shift from Texture-Bias to Shape-Bias: Edge Deformation-Based Augmentation for Robust Object Recognition Xilin He, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Feng Liu, Linlin Shen

CVPRW 2023 Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen

CVPR 2023 StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis Hao Li, Xianxu Hou, Zepeng Huang, Linlin Shen

ICCV 2023 UniFace: Unified Cross-Entropy Loss for Deep Face Recognition Jiancan Zhou, Xi Jia, Qiufu Li, Linlin Shen, Jinming Duan

NeurIPS 2023 UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition Qiufu Li, Xi Jia, Jiancan Zhou, Linlin Shen, Jinming Duan

CVPR 2022 C2AM: Contrastive Learning of Class-Agnostic Activation mAP for Weakly Supervised Object Localization and Semantic Segmentation Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao, Linlin Shen

CVPR 2022 CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation Jinheng Xie, Xianxu Hou, Kai Ye, Linlin Shen

CVPR 2022 Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity Cheng Luo, Qinliang Lin, Weicheng Xie, Bizhu Wu, Jinheng Xie, Linlin Shen

IJCAI 2022 Learning Multi-Dimensional Edge Feature-Based AU Relation Graph for Facial Action Unit Recognition Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes

ECCV 2022 RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer Jianfeng Xiang, Junliang Chen, Wenshuang Liu, Xianxu Hou, Linlin Shen

CVPR 2022 Scene Consistency Representation Learning for Video Scene Segmentation Haoqian Wu, Keyu Chen, Yanan Luo, Ruizhi Qiao, Bo Ren, Haozhe Liu, Weicheng Xie, Linlin Shen

AAAI 2021 Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles Bo Huang, Zhiwei Ke, Yi Wang, Wei Wang, Linlin Shen, Feng Liu

CVPR 2021 FS-Net: Fast Shape-Based Network for Category-Level 6d Object Pose Estimation with Decoupled Rotation Mechanism Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Linlin Shen, Ales Leonardis

ICCV 2021 Group-Wise Inhibition Based Feature Regularization for Robust Classification Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen

ICCV 2021 Online Refinement of Low-Level Feature Based Activation mAP for Weakly Supervised Object Localization Jinheng Xie, Cheng Luo, Xiangping Zhu, Ziqi Jin, Weizeng Lu, Linlin Shen

CVPR 2021 Self-Attention Based Text Knowledge Mining for Text Detection Qi Wan, Haoqin Ji, Linlin Shen

AAAI 2021 Translate the Facial Regions You like Using Self-Adaptive Region Translation Wenshuang Liu, Wenting Chen, Zhanjia Yang, Linlin Shen

ECCV 2020 Geometry Constrained Weakly Supervised Object Localization Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan

AAAI 2020 Group-Wise Dynamic Dropout Based on Latent Semantic Variations Zhiwei Ke, Zhiwei Wen, Weicheng Xie, Yi Wang, Linlin Shen

ECCV 2020 Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

ICCVW 2019 Dynamic Facial Models for Video-Based Dimensional Affect Estimation Siyang Song, Enrique Sánchez-Lozano, Mani Kumar Tellamekala, Linlin Shen, Alan Johnston, Michel F. Valstar

WACV 2017 Deep Feature Consistent Variational Autoencoder Xianxu Hou, LinLin Shen, Ke Sun, Guoping Qiu

ICML 2017 Kernelized Support Tensor Machines Lifang He, Chun-Ta Lu, Guixiang Ma, Shen Wang, Linlin Shen, Philip S. Yu, Ann B. Ragin

CVPR 2017 Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification Lifang He, Chun-Ta Lu, Hao Ding, Shen Wang, Linlin Shen, Philip S. Yu, Ann B. Ragin

AAAI 2016 Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification Meng Yang, Weiyang Liu, Weixin Luo, Linlin Shen