| 2026 | AAAI | LookFlow: Training-Free and Efficient High-Resolution Image Synthesis via Dynamic Lookahead Guidance Flow. | Yuan Zhou, Yan Zhang, Jianlong Chang, Xin Gu, Ying Wang, Kun Ding, Guangwen Yang, Shiming Xiang |
| 2026 | AAAI | Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models. | Yuan Zhou, Yan Zhang, Jianlong Chang, Xin Gu, Ying Wang, Kun Ding, Guangwen Yang, Shiming Xiang |
| 2026 | ACL | WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering. | Yingjian Zhu, Xinming Wang, Kun Ding, Ying Wang, Bin Fan, Shiming Xiang |
| 2025 | EMNLP | Faster and Better LLMs via Latency-Aware Test-Time Scaling. | Zili Wang, Tianyu Zhang, Haoli Bai, Lu Hou, Xianzhi Yu, Wulong Liu, Shiming Xiang, Lei Zhu |
| 2025 | ICLR | UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation. | Tao Zhang, Jinyong Wen, Zhen Chen, Kun Ding, Shiming Xiang, Chunhong Pan |
| 2025 | ICML | Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger. | Qi Yang, Chenghao Zhang, Lubin Fan, Kun Ding, Jieping Ye, Shiming Xiang |
| 2024 | AAAI | Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning. | Kun Ding, Haojian Zhang, Qiang Yu, Ying Wang, Shiming Xiang, Chunhong Pan |
| 2024 | AAAI | Defying Imbalanced Forgetting in Class Incremental Learning. | Shixiong Xu, Gaofeng Meng, Xing Nie, Bolin Ni, Bin Fan, Shiming Xiang |
| 2024 | CVPR | Enhancing Visual Continual Learning with Language-Guided Supervision. | Bolin Ni, Hongbo Zhao, Chenghao Zhang, Ke Hu, Gaofeng Meng, Zhaoxiang Zhang, Shiming Xiang |
| 2024 | CVPR | Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation. | Qi Yang, Xing Nie, Tong Li, Pengfei Gao, Ying Guo, Cheng Zhen, Pengfei Yan, Shiming Xiang |
| 2024 | ECCV | AddressCLIP: Empowering Vision-Language Models for City-Wide Image Address Localization. | Shixiong Xu, Chenghao Zhang, Lubin Fan, Gaofeng Meng, Shiming Xiang, Jieping Ye |
| 2024 | ICDM | An Efficient Graph Autoencoder with Lightweight Desmoothing Decoder and Long-Range Modeling. | Jinyong Wen, Tao Zhang, Chunxia Zhang, Shiming Xiang, Chunhong Pan |
| 2023 | AAAI | Domain Decorrelation with Potential Energy Ranking. | Sen Pei, Jiaxi Sun, Richard Yi Da Xu, Shiming Xiang, Gaofeng Meng |
| 2023 | AAAI | Robust Feature Rectification of Pretrained Vision Models for Object Recognition. | Shengchao Zhou, Gaofeng Meng, Zhaoxiang Zhang, Richard Yi Da Xu, Shiming Xiang |
| 2023 | CVPR | Bilateral Memory Consolidation for Continual Learning. | Xing Nie, Shixiong Xu, Xiyan Liu, Gaofeng Meng, Chunlei Huo, Shiming Xiang |
| 2023 | ICDM | Continual Semantic Segmentation via Scalable Contrastive Clustering and Background Diversity. | Qi Yang, Xing Nie, Linsu Shi, Jiazhong Yu, Fei Li, Shiming Xiang |
| 2022 | AAAI | Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation. | Binjie Mao, Xinbang Zhang, Lingfeng Wang, Qian Zhang, Shiming Xiang, Chunhong Pan |
| 2022 | CVPR | AME: Attention and Memory Enhancement in Hyper-Parameter Optimization. | Nuo Xu, Jianlong Chang, Xing Nie, Chunlei Huo, Shiming Xiang, Chunhong Pan |
| 2022 | ECCV | Expanding Language-Image Pretrained Models for General Video Recognition. | Bolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling |
| 2022 | ICDM | Spatiotemporal Contextual Consistency Network for Precipitation Nowcasting. | Xinyu Xiao, Qizhao Jin, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2022 | ICPR | Components Regulated Generation of Handwritten Chinese Text-lines in Arbitrary Length. | Shuo Li, Xiyan Liu, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2022 | ICPR | AutoMF: Spatio-temporal Architecture Search for The Meteorological Forecasting Task. | Xinbang Zhang, Qizhao Jin, Shiming Xiang, Chunhong Pan |
| 2022 | KDD | Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction. | Kailun Wu, Weijie Bian, Zhangming Chan, Lejian Ren, Shiming Xiang, Shuguang Han, Hongbo Deng, Bo Zheng |
| 2022 | WSDM | CAN: Feature Co-Action Network for Click-Through Rate Prediction. | Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Yong-Nan Zhu, Zhangming Chan, Na Mou, Xinchen Luo, Shiming Xiang, Guorui Zhou, Xiaoqiang Zhu, Hongbo Deng |
| 2021 | ICASSP | Ltaf-Net: Learning Task-Aware Adaptive Features and Refining Mask for Few-Shot Semantic Segmentation. | Binjie Mao, Lingfeng Wang, Shiming Xiang, Chunhong Pan |
| 2021 | ICASSP | Reinforcement Stacked Learning with Semantic-Associated Attention for Visual Question Answering. | Xinyu Xiao, Chunxia Zhang, Shiming Xiang, Chunhong Pan |
| 2021 | ICCV | Knowledge Mining and Transferring for Domain Adaptive Object Detection. | Kun Tian, Chenghao Zhang, Ying Wang, Shiming Xiang, Chunhong Pan |
| 2021 | WACV | Few-Shot Learning via Feature Hallucination with Variational Inference. | Qinxuan Luo, Lingfeng Wang, Jingguo Lv, Shiming Xiang, Chunhong Pan |
| 2020 | AAAI | Spatio-Temporal Graph Structure Learning for Traffic Forecasting. | Qi Zhang, Jianlong Chang, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2020 | CVPR | AugFPN: Improving Multi-Scale Feature Learning for Object Detection. | Chaoxu Guo, Bin Fan, Qian Zhang, Shiming Xiang, Chunhong Pan |
| 2020 | CVPR | Decoupled Representation Learning for Skeleton-Based Gesture Recognition. | Jianbo Liu, Yongcheng Liu, Ying Wang, Vronique Prinet, Shiming Xiang, Chunhong Pan |
| 2020 | ECCV | PackDet: Packed Long-Head Object Detector. | Kun Ding, Guojin He, Huxiang Gu, Zisha Zhong, Shiming Xiang, Chunhong Pan |
| 2020 | ECCV | Learning Where to Focus for Efficient Video Object Detection. | Zhengkai Jiang, Yu Liu, Ceyuan Yang, Jihao Liu, Peng Gao, Qian Zhang, Shiming Xiang, Chunhong Pan |
| 2020 | ICPR | Forground-Guided Vehicle Perception Framework. | Kun Tian, Tong Zhou, Shiming Xiang, Chunhong Pan |
| 2020 | ICPR | Deep Space Probing for Point Cloud Analysis. | Yirong Yang, Bin Fan, Yongcheng Liu, Hua Lin, Jiyong Zhang, Xin Liu, Xinyu Cai, Shiming Xiang, Chunhong Pan |
| 2019 | AAAI | No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking. | Jie Gu, Gaofeng Meng, Cheng Da, Shiming Xiang, Chunhong Pan |
| 2019 | AAAI | Video Object Detection with Locally-Weighted Deformable Neighbors. | Zhengkai Jiang, Peng Gao, Chaoxu Guo, Qian Zhang, Shiming Xiang, Chunhong Pan |
| 2019 | AAAI | What and Where the Themes Dominate in Image. | Xinyu Xiao, Lingfeng Wang, Shiming Xiang, Chunhong Pan |
| 2019 | CVPR | RENAS: Reinforced Evolutionary Neural Architecture Search. | Yukang Chen, Gaofeng Meng, Qian Zhang, Shiming Xiang, Chang Huang, Lisen Mu, Xinggang Wang |
| 2019 | CVPR | Relation-Shape Convolutional Neural Network for Point Cloud Analysis. | Yongcheng Liu, Bin Fan, Shiming Xiang, Chunhong Pan |
| 2019 | EMNLP | Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag. | Xinyu Xiao, Lingfeng Wang, Bin Fan, Shiming Xiang, Chunhong Pan |
| 2019 | ICCV | Progressive Sparse Local Attention for Video Object Detection. | Chaoxu Guo, Bin Fan, Jie Gu, Qian Zhang, Shiming Xiang, Vronique Prinet, Chunhong Pan |
| 2019 | ICCV | DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing. | Yongcheng Liu, Bin Fan, Gaofeng Meng, Jiwen Lu, Shiming Xiang, Chunhong Pan |
| 2019 | IJCAI | GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction. | Shen Fang, Qi Zhang, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2018 | ECCV | Exploiting Vector Fields for Geometric Rectification of Distorted Document Images. | Gaofeng Meng, Yuanqi Su, Ying Wu, Shiming Xiang, Chunhong Pan |
| 2018 | ICASSP | Mgn: Multi-Glimpse Network for Action Recognition. | Chaoxu Guo, Tingzhao Yu, Huxiang Gu, Shiming Xiang, Chunhong Pan |
| 2018 | ICIP | Adversarial Domain Adaptation with a Domain Similarity Discriminator for Semantic Segmentation of Urban Areas. | Liang Yan, Bin Fan, Shiming Xiang, Chunhong Pan |
| 2018 | ICPR | Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks. | Xiyan Liu, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2018 | IJCAI | SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification. | Kun Yuan, Qian Zhang, Chang Huang, Shiming Xiang, Chunhong Pan |
| 2018 | ICPR | Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting. | Qi Zhang, Qizhao Jin, Jianlong Chang, Shiming Xiang, Chunhong Pan |
| 2017 | CVPR | AMVH: Asymmetric Multi-Valued hashing. | Cheng Da, Shibiao Xu, Kun Ding, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2017 | ICCV | Deep Adaptive Image Clustering. | Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2017 | ICDAR | Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction. | Gaofeng Meng, Kun Yuan, Ying Wu, Shiming Xiang, Chunhong Pan |
| 2017 | ICIP | Efficient similarity learning for asymmetric hashing. | Cheng Da, Yang Yang, Kun Ding, Chunlei Huo, Shiming Xiang, Chunhong Pan |
| 2017 | ICIP | Context-aware cascade network for semantic labeling in VHR image. | Yongcheng Liu, Bin Fan, Lingfeng Wang, Jun Bai, Shiming Xiang, Chunhong Pan |
| 2017 | ICIP | Efficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy. | Kun Yuan, Gaofeng Meng, Dongcai Cheng, Jun Bai, Shiming Xiang, Chunhong Pan |
| 2017 | ICIP | Cascaded temporal spatial features for video action recognition. | Tingzhao Yu, Huxiang Gu, Lingfeng Wang, Shiming Xiang, Chunhong Pan |
| 2017 | ICIP | Structured binary feature extraction for hyperspectral imagery classification. | Zisha Zhong, Bin Fan, Jun Bai, Shiming Xiang, Chunhong Pan |
| 2016 | CVPR | Do We Need Binary Features for 3D Reconstruction? | Bin Fan, Qingqun Kong, Wei Sui, Zhiheng Wang, Xinchao Wang, Shiming Xiang, Chunhong Pan, Pascal Fua |
| 2016 | ICASSP | Data-guided random walks for fine-structured object segmentation. | Yongchao Gong, Shiming Xiang, Chunhong Pan |
| 2016 | ICASSP | Fine-structured object segmentation via edge-guided graph cut with interaction simplification. | Yongchao Gong, Shiming Xiang, Lingfeng Wang, Chunhong Pan |
| 2015 | AAAI | 10, 000+ Times Accelerated Robust Subset Selection. | Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan |
| 2015 | CIKM | Cross-Modal Similarity Learning: A Low Rank Bilinear Formulation. | Cuicui Kang, Shengcai Liao, Yonghao He, Jian Wang, Wenjia Niu, Shiming Xiang, Chunhong Pan |
| 2015 | ICCV | Extraction of Virtual Baselines from Distorted Document Images Using Curvilinear Projection. | Gaofeng Meng, Zuming Huang, Yonghong Song, Shiming Xiang, Chunhong Pan |
| 2015 | ICCV | Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing. | Feihu Zhang, Longquan Dai, Shiming Xiang, Xiaopeng Zhang |
| 2015 | ICIP | Super-resolution reconstruction using graph Laplacian penalization. | Jun Bai, Limin Shi, Bangyu Li, Shiming Xiang, Chunhong Pan |
| 2015 | ICIP | Fine-structured object segmentation via local and nonlocal neighborhood propagation. | Yongchao Gong, Shiming Xiang, Lingfeng Wang, Chunhong Pan |
| 2014 | CVPR | Active Flattening of Curved Document Images via Two Structured Beams. | Gaofeng Meng, Ying Wang, Shenquan Qu, Shiming Xiang, Chunhong Pan |
| 2014 | ICIP | Image annotation via learning the image-label interrelations. | Yonghao He, Jian Wang, Shiming Xiang, Chunhong Pan |
| 2014 | ICIP | Facade repetition extraction using block matrix based model. | Hongfei Xiao, Gaofeng Meng, LingFeng Wang, Shiming Xiang, Chunhong Pan |
| 2014 | ICISP | Facade Labeling via Explicit Matrix Factorization. | Hongfei Xiao, LingFeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2014 | ICPR | Local Label Probability Propagation for Hyperspectral Image Classification. | Haichang Li, Jiangyong Duan, Shiming Xiang, LingFeng Wang, Chunhong Pan |
| 2013 | CVPR | Local Sparse Discriminant Analysis for Robust Face Recognition. | Cuicui Kang, Shengcai Liao, Shiming Xiang, Chunhong Pan |
| 2013 | ICASSP | Indoor frame recovering via line segments refinement and voting. | Jun Chu, Luanzheng Guo, LingFeng Wang, Chunhong Pan, Shiming Xiang |
| 2013 | ICASSP | Removing out-of-focus blur from similar image pairs. | Jiangyong Duan, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2013 | ICASSP | Robust VHR image change detection based on local features and multi-scale fusion. | Yuan Xu, Chunlei Huo, Shiming Xiang, Chunhong Pan |
| 2013 | ICASSP | Active learning based automatic face segmentation for kinect video. | Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang |
| 2013 | ICCV | Efficient Image Dehazing with Boundary Constraint and Contextual Regularization. | Gaofeng Meng, Ying Wang, Jiangyong Duan, Shiming Xiang, Chunhong Pan |
| 2013 | ICIP | Group sparsity based semi-supervised band selection for hyperspectral images. | Haichang Li, Ying Wang, Jiangyong Duan, Shiming Xiang, Chunhong Pan |
| 2013 | ICNC | Learning smooth dictionary for image denoising. | Leigang Huo, Xiangchu Feng, Chunhong Pan, Shiming Xiang, Chunlei Huo |
| 2012 | ECCV | Image Guided Tone Mapping with Locally Nonlinear Model. | Huxiang Gu, Ying Wang, Shiming Xiang, Gaofeng Meng, Chunhong Pan |
| 2012 | ICPR | Classification oriented semi-supervised band selection for hyperspectral images. | Jun Bai, Shiming Xiang, Chunhong Pan |
| 2012 | ICPR | Kernel Homotopy based sparse representation for object classification. | Cuicui Kang, Shengcai Liao, Shiming Xiang, Chunhong Pan |
| 2012 | SIGGRAPH | Guided tone mapping. | Huxiang Gu, Ying Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2011 | ICASSP | Image editing based on Sparse Matrix-Vector multiplication. | Ying Wang, Hongping Yan, Chunhong Pan, Shiming Xiang |
| 2011 | ICIP | Kernel sparse representation with local patterns for face recognition. | Cuicui Kang, Shengcai Liao, Shiming Xiang, Chunhong Pan |
| 2011 | ICIP | Robust airplane detection in satellite images. | Wei Li, Shiming Xiang, Haibo Wang, Chunhong Pan |
| 2011 | ICIP | MEAN-shift tracking algorithm with weight fusion strategy. | LingFeng Wang, Chunhong Pan, Shiming Xiang |
| 2011 | ICIP | Level set evolution with locally linear classification for image segmentation. | Ying Wang, LingFeng Wang, Shiming Xiang, Chunhong Pan |
| 2010 | AAAI | Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation. | Yi Yang, Feiping Nie, Shiming Xiang, Yueting Zhuang, Wenhua Wang |
| 2008 | AAAI | Trace Ratio Criterion for Feature Selection. | Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan |
| 2007 | CVPR | Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. | Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang |
| 2007 | CVPR | Real-time Object Classification in Video Surveillance Based on Appearance Learning. | Lun Zhang, Stan Z. Li, Xiaotong Yuan, Shiming Xiang |
| 2007 | ICASSP | Extracting the Optimal Dimensionality for Discriminant Analysis. | Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang |
| 2007 | ICASSP | Semi-Supervised Music Genre Classification. | Yangqiu Song, Changshui Zhang, Shiming Xiang |
| 2007 | IJCAI | Neighborhood MinMax Projections. | Feiping Nie, Shiming Xiang, Changshui Zhang |
| 2007 | MMM | Interactive Visual Object Extraction Based on Belief Propagation. | Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang |
| 2007 | PAKDD | Embedding New Data Points for Manifold Learning Via Coordinate Propagation. | Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang |
| 2006 | ACCV | Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. | Shiming Xiang, Feiping Nie, Changshui Zhang |
| 2006 | ACCV | Exemplar-Based Human Contour Tracking. | Shiming Xiang, Feiping Nie, Changshui Zhang |
| 2006 | ACCV | Contour Matching Based on Belief Propagation. | Shiming Xiang, Feiping Nie, Changshui Zhang |