Xiao-Qian LiuAcademic portfolio of Xiao-Qian Liu, postdoctoral fellow at Shandong University.https://lxq0204.github.io/[Publication] RISEN: Incremental Multilingual Text Recognition by Sharing and Fusing Cross-language Knowledgehttps://lxq0204.github.io/publications/pattern-risen/https://lxq0204.github.io/publications/pattern-risen/Incremental multilingual text recognition through sharing and fusing cross-language knowledge.Thu, 01 Jan 2026 00:00:00 GMT[Publication] Self-Supervised Discovery of Cross-Lingual Shared Knowledge for Continual Text Recognitionhttps://lxq0204.github.io/publications/tip-cross-lingual/https://lxq0204.github.io/publications/tip-cross-lingual/Continual multilingual text recognition through structured discovery and transfer of shared cross-lingual knowledge.Wed, 01 Jan 2025 00:00:00 GMT[Publication] Hierarchical Multi-label Learning for Incremental Multilingual Text Recognitionhttps://lxq0204.github.io/publications/acmmm-multilabel/https://lxq0204.github.io/publications/acmmm-multilabel/Hierarchical multi-label learning for incremental multilingual text recognition.Mon, 01 Jan 2024 00:00:00 GMT[Publication] Noisy-Aware Unsupervised Domain Adaptation for Scene Text Recognitionhttps://lxq0204.github.io/publications/tip-noisy-aware/https://lxq0204.github.io/publications/tip-noisy-aware/Unsupervised adaptation for scene text recognition with learning mechanisms that suppress unreliable pseudo-label supervision.Mon, 01 Jan 2024 00:00:00 GMT[Publication] ProtoUDA: Prototype-Based Unsupervised Adaptation for Cross-Domain Text Recognitionhttps://lxq0204.github.io/publications/tkde-protouda/https://lxq0204.github.io/publications/tkde-protouda/Prototype-based unsupervised adaptation for robust text recognition across domains.Mon, 01 Jan 2024 00:00:00 GMT[Publication] TextAdapter: Self-Supervised Domain Adaptation for Cross-Domain Text Recognitionhttps://lxq0204.github.io/publications/tmm-textadapter/https://lxq0204.github.io/publications/tmm-textadapter/Self-supervised representation adaptation for cross-domain scene text recognition.Mon, 01 Jan 2024 00:00:00 GMT[Publication] Unsupervised Domain Adaptation via Class Aggregation for Text Recognitionhttps://lxq0204.github.io/publications/tcsvt-class-aggregation/https://lxq0204.github.io/publications/tcsvt-class-aggregation/Class-level aggregation for unsupervised domain adaptation in text recognition.Sun, 01 Jan 2023 00:00:00 GMT[Publication] Meta-Learning Based Prototype-Relation Network for Few-Shot Classificationhttps://lxq0204.github.io/publications/neurocomputing-meta-learning/https://lxq0204.github.io/publications/neurocomputing-meta-learning/A prototype-relation network based on meta-learning for few-shot classification.Wed, 01 Jan 2020 00:00:00 GMT