Highlights | Kanglei Zhou https://zhoukanglei.github.io/tag/highlights/ Highlights Wowchemy (https://wowchemy.com)en-usMon, 04 May 2026 03:00:00 +0800 https://zhoukanglei.github.io/media/logo_hu0eea0bb71b2a0d790ac0dace745b3fd6_33466_300x300_fit_lanczos_3.png Highlights https://zhoukanglei.github.io/tag/highlights/ A Comprehensive Survey of Action Quality Assessment: Method and Benchmark https://zhoukanglei.github.io/publications/aqa_survey/ Mon, 04 May 2026 03:00:00 +0800 https://zhoukanglei.github.io/publications/aqa_survey/ CE4L: Continual Ego, Exo, and Ego-Exo Learning https://zhoukanglei.github.io/publications/ce4l/ Fri, 01 May 2026 00:00:00 +0800 https://zhoukanglei.github.io/publications/ce4l/ BriMA: Bridged Modality Adaptation for Multi-Modal Continual Action Quality Assessment https://zhoukanglei.github.io/publications/brima/ Sat, 21 Feb 2026 00:00:00 +0800 https://zhoukanglei.github.io/publications/brima/ Geometry-Aware Cross-Modal Graph Alignment for Referring Segmentation in 3D Gaussian Splatting https://zhoukanglei.github.io/publications/geocga/ Sat, 21 Feb 2026 00:00:00 +0800 https://zhoukanglei.github.io/publications/geocga/ FlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual Learning https://zhoukanglei.github.io/publications/flyprompt/ Wed, 21 Jan 2026 00:00:00 +0800 https://zhoukanglei.github.io/publications/flyprompt/ PACE: Pretrained Audio Continual Learning https://zhoukanglei.github.io/publications/pace/ Wed, 21 Jan 2026 00:00:00 +0800 https://zhoukanglei.github.io/publications/pace/ PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction https://zhoukanglei.github.io/publications/phi_aqa/ Tue, 27 May 2025 10:38:00 +0800 https://zhoukanglei.github.io/publications/phi_aqa/ <h3 id="core-idea">Core Idea</h3> <p>💡 A follow-up to our IJCAI 2024 paper, proposing a domain shift and feature adaptation outperforms task reconstruction methods.</p> Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality https://zhoukanglei.github.io/publications/cvqa/ Mon, 27 Jan 2025 18:28:18 +0800 https://zhoukanglei.github.io/publications/cvqa/ MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment https://zhoukanglei.github.io/publications/magr_aqa/ Mon, 01 Jul 2024 21:53:47 +0800 https://zhoukanglei.github.io/publications/magr_aqa/ CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment https://zhoukanglei.github.io/publications/cofinal_aqa/ Thu, 18 Apr 2024 21:49:13 +0100 https://zhoukanglei.github.io/publications/cofinal_aqa/ Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising https://zhoukanglei.github.io/publications/multi-stgae/ Tue, 28 Nov 2023 19:58:23 +0800 https://zhoukanglei.github.io/publications/multi-stgae/ Hierarchical Graph Convolutional Networks for Action Quality Assessment https://zhoukanglei.github.io/publications/hgcn_aqa/ Thu, 01 Jun 2023 19:43:47 +0800 https://zhoukanglei.github.io/publications/hgcn_aqa/ A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis https://zhoukanglei.github.io/publications/jdm_aqa/ Thu, 11 May 2023 15:51:23 +0800 https://zhoukanglei.github.io/publications/jdm_aqa/