About Me
I am currently a Postdoctoral Researcher in the Department of Psychological and Cognitive Sciences at Tsinghua University.
Broadly, my work spans human-centered intelligence and interaction across physical and virtual environments. My primary research leverages structured knowledge to advance robust perceptionRobust PerceptionNeuroPath: Brain-Inspired Dual-Pathway Graph Convolutional Networks for Skeleton-Based Action RecognitionProCA: Progressive Contrastive Alignment for Robust EEG Visual DecodingQuality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action RecognitionCamera-Aware Cross-View Alignment for Referring 3D Gaussian Splatting SegmentationGeometry-Aware Cross-Modal Graph Alignment for Referring Segmentation in 3D Gaussian SplattingUncertainty-aware Probabilistic 3D Human Motion Forecasting via Invertible NetworksMulti-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion DenoisingSTGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising under unreliable or incomplete observations and fine-grained assessmentFine-Grained AssessmentTwo-Stage Multi-Modal Fusion with Adaptive Alignment for Action Quality AssessmentA Comprehensive Survey of Action Quality Assessment: Method and BenchmarkBriMA: Bridged Modality Adaptation for Multi-Modal Continual Action Quality AssessmentCaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual FlowFineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality AssessmentPHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical InstructionContinual Action Quality Assessment via Adaptive Manifold-Aligned Graph RegularizationMAGR: Manifold-Aligned Graph Regularization for Continual Action Quality AssessmentCoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction AlignmentHierarchical Graph Convolutional Networks for Action Quality AssessmentA Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis of subtle, structured variations in human performance, ultimately enabling long-term adaptationLong-Term AdaptationMePo++: Unifying Representation Refinement and Reconciliation for General Continual LearningProCA: Progressive Contrastive Alignment for Robust EEG Visual DecodingCE$^4$L: Continual Ego, Exo, and Ego-Exo LearningBriMA: Bridged Modality Adaptation for Multi-Modal Continual Action Quality AssessmentFlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual LearningPACE: Pretrained Audio Continual LearningAdaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual RealityContinual Action Quality Assessment via Adaptive Manifold-Aligned Graph RegularizationMAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment to evolving users, tasks, and environments.
In my spare time, I enjoy swimming and practicing Chinese calligraphy. Please feel free to contact me to discuss research, potential collaborations, or shared interests.
