Xiaoyu Tao

5 papers · 2020–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

AAAI (2) CVPR (1) ECCV (1) IJCAI (1)

Top co-authors

Xinyuan Chang (4) Xiaopeng Hong (4) Yihong Gong (4) Xing Wei (3) Songlin Dong (2) Mingyue Cheng (1) Jintao Zhang (1) Daoyu Wang (1) Zhiding Liu (1)

Research topics

Machine Learning (4) Core Methods (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Learning Types · Deep Learning (2) Data Science & Analytics (1) Application Areas (1) Bayesian & Probabilistic (1) Learning Paradigms (1) Methods (1)

Keywords

continual learning (2) class-incremental learning (2) catastrophic forgetting (2) few-shot learning (2) diffusion model (1) probabilistic forecasting (1) knowledge consolidation (1) feature manifold (1) relation graph (1) topology preservation (1) neural ga (1) polynomial modeling (1) trend decomposition (1) seasonal decomposition (1) contrastive pillar (1) pillar consolidation (1) representation learning (1) neural gas network (1) contrastive learning (1) knowledge distillation (1)

Papers

Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting IJCAI 2025 Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021 Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020 Few-Shot Class-Incremental Learning CVPR 2020 Topology-Preserving Class-Incremental Learning ECCV 2020