Conference Paper 2026 CE4L: Continual Ego, Exo, and Ego-Exo Learning Perception for embodied agents is video-based, often multi-view (ego, exo, or both), and inherently continual, with simultaneous task … Hongwei Yan, Kanglei Zhou, Yuchen Liu, Qingyu Shi, Yi Zhong, Liyuan Wang Posted May 1, 2026 Conference Paper ICML Core A* CCF A Cite BriMA: Bridged Modality Adaptation for Multi-Modal Continual Action Quality Assessment Action Quality Assessment (AQA) aims to score how well an action is performed and is widely used in sports analysis, rehabilitation … Kanglei Zhou, Chang Li, Qingyi Pan, Liyuan Wang Posted Feb 21, 2026 Conference Paper CVPR Core A* CCF A Cite PDF GitHub arXiv Geometry-Aware Cross-Modal Graph Alignment for Referring Segmentation in 3D Gaussian Splatting Yuwen Tao, Kanglei Zhou, Chang Li, Liyuan Wang Posted Feb 21, 2026 Conference Paper CVPR Core A* CCF A Cite FlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual Learning General continual learning (GCL) challenges intelligent systems to learn from single-pass, non-stationary data streams without clear … Hongwei Yan, Guanglong Sun, Kanglei Zhou, Qian Li, Liyuan Wang, Yi Zhong Posted Jan 21, 2026 Conference Paper ICLR Core A* CCF A Cite PDF GitHub arXiv OpenReview PACE: Pretrained Audio Continual Learning Audio is a fundamental modality for analyzing speech, music, and environmental sounds. While pretrained audio models have significantly … Chang Li, Kanglei Zhou, Liyuan Wang Posted Jan 21, 2026 Conference Paper ICLR Core A* CCF A Cite PDF arXiv OpenReview Camera-Aware Cross-View Alignment for Referring 3D Gaussian Splatting Segmentation Referring 3D Gaussian Splatting Segmentation (R3DGS) aims to ground free-form language queries in 3D Gaussian fields. However, existing … Yuwen Tao, Kanglei Zhou, Xin Tan, Yuan Xie Posted Mar 17, 2026 Conference Paper ICME Core A CCF B Cite GitHub arXiv CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow Action Quality Assessment (AQA) predicts fine-grained execution scores from action videos and is widely applied in sports, … Ruisheng Han, Kanglei Zhou, Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum Posted Jan 15, 2026 Conference Paper WACV Core A Cite PDF arXiv GitHub 2025 Uncertainty-aware Probabilistic 3D Human Motion Forecasting via Invertible Networks Yue Ma, Kanglei Zhou, Fuyang Yu, Frederick W. B. Li, Xiaohui Liang Posted Jan 28, 2025 Conference Paper ICRA 2025 Core A* CCF B Cite PDF arXiv FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment Action quality assessment (AQA) is critical for evaluating athletic performance, informing training strategies, and ensuring safety in … Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang, Hubert P. H. Shum Posted Jun 15, 2025 Conference Paper CVPRW Cite PDF arXiv GitHub 2024 CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment Action Quality Assessment (AQA) is pivotal for quantifying actions across domains like sports and medical care. Existing methods often … Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xinxing Zhang, Xiaohui Liang Posted Apr 18, 2024 Conference Paper IJCAI Core A* CCF A Cite PDF DOI GitHub arXiv MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment Action Quality Assessment (AQA) evaluates diverse skills but models struggle with non-stationary data. We propose Continual AQA (CAQA) … Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang Posted Jul 1, 2024 Conference Paper ECCV Core A* CCF B Cite PDF Poster Slides DOI GitHub arXiv Oral Presentation (~2.3%) 2023 A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments As human exploration of space continues to progress, the use of Mixed Reality (MR) for simulating microgravity environments and … Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang Posted Nov 11, 2023 Conference Paper ISMAR 2023 Core A* CCF B Cite PDF Project Video DOI 2021 STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising Hand object interaction in mixed reality (MR) relies on the accurate tracking and estimation of human hands, which provide users with a … Kanglei Zhou, Zhiyuan Cheng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang Posted Oct 14, 2021 Conference Paper ISMAR Core A* CCF B Cite PDF Code DOI
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