Conference Paper All Years 20262025202420232021 All Pub. Types Conference Paper All Venues CVPRCVPRWECCVICLRICMEICMLICRAIJCAIISMARWACV All Tags Action Quality AssessmentCausal LearningContinual Action Quality AssessmentContinual LearningCross-View LearningDomain ShiftEgocentric Video LearningGaussian SplattingHand MotionHighlights All CCF CCF ACCF B All CORE CORE ACORE A* All Co-Authors Amir Atapour-AbarghoueiChang LiChen ChenFrederick W. B. LiFuyang YuGuanglong SunHongwei YanHubert P. H. ShumJianguo LiJunlin LiLiyuan WangQian LiQingyi PanQingyu ShiRuisheng HanRuizhi CaiShuang ChenXiaohui LiangXin TanXingxing ZhangXinxing ZhangYi ZhongYuan XieYuchen LiuYue MaYuwen TaoZhiying LengZhiyuan Cheng Clear Statistics Export 2026 CE$^4$L: 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 PDF GitHub OpenReview 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 Referring 3D segmentation seeks to localize and segment target objects in a 3D scene given a natural-language query, requiring joint … Yuwen Tao, Kanglei Zhou, Chang Li, Liyuan Wang Posted Feb 21, 2026 Conference Paper CVPR Core A* CCF A Cite PDF 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, Oral 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 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, Oral, ~2.3% Core A* CCF B Cite PDF Poster Slides DOI GitHub arXiv Oral Presentation 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 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 DOI GitHub
