XS
Xiangbo Shu
cs.CVcs.AIcs.LGAlgorithmscs.CLeess.IVNeural Networks, Computercs.MMcs.NIcs.SI
On Valency
published · living versionsW_kje9cpjx·v1 · currentpublished
HiFOR: Hierarchical Foresight with Action-Guided World Grounding for Vision-Language-Action Model
with Rongxing Ding, Hongyu Qu, Kehong Wu, Xudong Wang +2
1 version
Preprints & journals
63 papers in the corpus · 2015–2026MoFTSS: Motion Generation With Frequency and Text State Space Models.42065978 · Li, Chengjian, Shu, Xiangbo, Cui, Qiongjie et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(10):5134-5148
ConflictGuide: AutoResearch Improves When Competing Behaviors Are Made Visible2609.39933v1 · Binqian Xu, Qiran Zou, Xiangbo Shu et al.2026 · 0 citationsarXiv
Beyond Retrieval: Progressive Latent Memory Evolution for Streaming Video Understanding2609.04131v1 · Hongyu Qu, Guangming Yao, Ling Xing et al.2026 · 0 citationsarXiv
MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA2608.26848v1 · Haowen Gu, Gensheng Pei, Zeren Sun et al.2026 · 0 citationsarXiv
Spatio-Temporal Decoupled Knowledge Compensator for Few-Shot Action Recognition.41770976 · Qu, Hongyu, Shu, Xiangbo, Yan, Rui et al.2026 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7954-7968
Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images2604.10573v1 · Bo Zhou, Qiuxia Lai, Zeren Sun et al.2026 · 0 citationsarXiv
Bilingual Text-to-Motion Generation: A New Benchmark and Baselines2603.25178v1 · Wanjiang Weng, Xiaofeng Tan, Xiangbo Shu et al.2026 · 0 citationsarXiv
Beyond Quadratic: Linear-Time Change Detection with RWKV2603.19606v1 · Zhenyu Yang, Gensheng Pei, Tao Chen et al.2026 · 3 citationsarXiv
PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation2603.17520v1 · Jianjian Yin, Tao Chen, Yi Chen et al.2026 · 0 citationsarXiv
Taming SAM3 in the Wild: A Concept Bank for Open-Vocabulary Segmentation2602.06333v1 · Gensheng Pei, Xiruo Jiang, Yazhou Yao et al.2026 · 0 citationsarXiv
CLF-ULP: Cross-Layer Fusion-Based Link Prediction in Dynamic Multiplex UAV Networks2602.13201v1 · Cunlai Pu, Fangrui Wu, Zhe Wang et al.2026 · 0 citationsarXiv
ThinkMatter: Panoramic-Aware Instructional Semantics for Monocular Vision-and-Language Navigation.41605153 · Dai, Guangzhao, Wang, Shuo, Zhao, Hao et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:1937-1950
Attack-Augmented Mixing-Contrastive Skeletal Representation Learning.41637706 · Xu, Binqian, Shu, Xiangbo, Zhang, Jiachao et al.2026 · 3 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:1521-1534
Location Matters: Frequency-Spatial Dual-Space Adaptation for Cross-Domain Few-Shot Segmentation.42391075 · Zhang, Jingyi, Sun, Guolei, Li, Yong et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:7415-7427
Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction2512.21707v1 · Zheng Yin, Chengjian Li, Xiangbo Shu et al.2025 · 0 citationsarXiv
Attribute Prompt Alignment Network for Zero-Shot Learning.40828721 · Xie, Guo-Sen, Li, Junyi, Guo, Ting et al.2025 · 3 citationsIEEE transactions on neural networks and learning systems. 2025;36(12):20457-20463
OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild2510.13660v2 · Hongyu Qu, Jianan Wei, Xiangbo Shu et al.2025 · 4 citationsarXiv
MUST: Multi-Scale Structural-Temporal Link Prediction Model for UAV Ad Hoc Networks2505.09331v1 · Cunlai Pu, Fangrui Wu, Rajput Ramiz Sharafat et al.2025 · 2 citationsarXiv
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition2504.10079v5 · Hongyu Qu, Ling Xing, Jiachao Zhang et al.2025 · 0 citationsarXiv
Coarse-Fine Nested Network for Weakly Supervised Group Activity Recognition.39283787 · Ge, Xiaojing, Yan, Rui, Shu, Xiangbo et al.2025 · 6 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):7103-7115
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection2503.17080v1 · Gensheng Pei, Tao Chen, Yujia Wang et al.2025 · 8 citationsarXiv
Learning Clustering-based Prototypes for Compositional Zero-shot Learning2502.06501v2 · Hongyu Qu, Jianan Wei, Xiangbo Shu et al.2025 · 2 citationsarXiv
Surgical video workflow analysis via visual-language learning.42527453 · Li, Pengpeng, Shu, Xiangbo, Feng, Chun-Mei et al.2026 · 17 citationsnpj health systems. 2025;2(1)
Uncertainty-Aware Transformer for Referring Camouflaged Object Detection.40658561 · Wu, Ranwan, Xiang, Tian-Zhu, Xie, Guo-Sen et al.2025 · 15 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:5341-5354
Client-Unbiased Skeletal Action Recognizer in Federated Learning.40658563 · Zhu, Xingyu, Shu, Xiangbo, Tang, Jinhui2025 · 7 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:4908-4922
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection2412.17619v2 · Fenfang Tao, Guo-Sen Xie, Fang Zhao et al.2024 · 17 citationsarXiv
EventCrab: Harnessing Frame and Point Synergy for Event-based Action Recognition and Beyond2411.18328v2 · Meiqi Cao, Xiangbo Shu, Jiachao Zhang et al.2024 · 0 citationsarXiv
FTMoMamba: Motion Generation with Frequency and Text State Space Models2411.17532v1 · Chengjian Li, Xiangbo Shu, Qiongjie Cui et al.2024 · 0 citationsarXiv
UnitedVLN: Generalizable Gaussian Splatting for Continuous Vision-Language Navigation2411.16053v2 · Guangzhao Dai, Jian Zhao, Yuantao Chen et al.2024 · 0 citationsarXiv
FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data2411.14717v2 · Binqian Xu, Xiangbo Shu, Haiyang Mei et al.2024 · 1 citationarXiv
MoCoLSK: Modality Conditioned High-Resolution Downscaling for Land Surface Temperature2409.19835v2 · Qun Dai, Chunyang Yuan, Yimian Dai et al.2024 · 4 citationsarXiv
Locality-aware Cross-modal Correspondence Learning for Dense Audio-Visual Events Localization2409.07967v4 · Ling Xing, Hongyu Qu, Rui Yan et al.2024 · 2 citationsarXiv
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semisupervised Skeleton-Based Action Recognition.37028288 · Xu, Binqian, Shu, Xiangbo, Zhang, Jiachao et al.2024 · 100 citationsIEEE transactions on neural networks and learning systems. 2024;35(8):11035-11048
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition2405.02538v1 · Meiqi Cao, Rui Yan, Xiangbo Shu et al.2024 · 3 citationsarXiv
MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition2405.02077v4 · Hongyu Qu, Rui Yan, Xiangbo Shu et al.2024 · 51 citationsarXiv
GPT4Ego: Unleashing the Potential of Pre-trained Models for Zero-Shot Egocentric Action Recognition2401.10039v2 · Guangzhao Dai, Xiangbo Shu, Wenhao Wu et al.2024 · 14 citationsarXiv
Semantic-Disentangled Transformer With Noun-Verb Embedding for Compositional Action Recognition.38100340 · Huang, Peng, Yan, Rui, Shu, Xiangbo et al.2023 · 15 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:297-309
Line Graph Neural Networks for Link Weight Prediction2309.15728v2 · Jinbi Liang, Cunlai Pu, Xiangbo Shu et al.2023 · 15 citationsarXiv
Progressive Instance-Aware Feature Learning for Compositional Action Recognition.37030795 · Yan, Rui, Xie, Lingxi, Shu, Xiangbo et al.2024 · 96 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(8):10317-10330
HiGCIN: Hierarchical Graph-Based Cross Inference Network for Group Activity Recognition.33108281 · Yan, Rui, Xie, Lingxi, Tang, Jinhui et al.2023 · 229 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(6):6955-6968
Multi-Granularity Anchor-Contrastive Representation Learning for Semi-Supervised Skeleton-Based Action Recognition.36395133 · Shu, Xiangbo, Xu, Binqian, Zhang, Liyan et al.2023 · 159 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(6):7559-7576
Attack-Augmentation Mixing-Contrastive Skeletal Representation Learning2304.04023v2 · Binqian Xu, Xiangbo Shu, Jiachao Zhang et al.2023 · 3 citationsarXiv
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition2302.02327v1 · Binqian Xu, Xiangbo Shu2023 · 47 citationsarXiv
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification2301.09498v2 · Fei Shen, Xiaoyu Du, Liyan Zhang et al.2023 · 47 citationsarXiv
UATVR: Uncertainty-Adaptive Text-Video Retrieval2301.06309v2 · Bo Fang, Wenhao Wu, Chang Liu et al.2023 · 75 citationsarXiv
Dilation-Erosion for Single-Frame Supervised Temporal Action Localization2212.06348v1 · Bin Wang, Yan Song, Fanming Wang et al.2022 · 3 citationsarXiv
Coherence Constrained Graph LSTM for Group Activity Recognition.31329548 · Tang, Jinhui, Shu, Xiangbo, Yan, Rui et al.2022 · 239 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(2):636-647
X-Invariant Contrastive Augmentation and Representation Learning for Semi-Supervised Skeleton-Based Action Recognition.35617181 · Xu, Binqian, Shu, Xiangbo, Song, Yan2022 · 102 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2022;31:3852-3867
Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognition2112.10992v2 · Xiangbo Shu, Jiawen Yang, Rui Yan et al.2021 · 199 citationsarXiv
Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition.31545711 · Shu, Xiangbo, Tang, Jinhui, Qi, Guo-Jun et al.2021 · 214 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;43(3):1110-1118
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