Jingyuan Xia

5 papers · 2019–2026 · 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 (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) AAAI (1) ICML (1) IJCAI (1)

Top co-authors

Zhixiong Yang (3) Shengxi Li (3) Yue Zhang (2) Yongxiang Liu (2) Xiangyu Chen (1) Yaowen Fu (1) Huaizhang Liao (1) Chen Wu (1) Jianping Yin (1) Siwei Wang (1)

Research topics

Machine Learning (4) Deep Learning (3) Computer Vision (2) Core Methods (2) Models (2) Processing (2) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Applications (1) Architectures (1) Generation (1) Learning Types (1) Optimization (1) Optimization & Theory (1)

Keywords

multi-view clustering (1) unsupervised learning (1) langevin dynamics (1) representation learning (1) image restoration (1) k-means clustering (1) markov chain monte carlo (1) kernel estimation (1) time series forecasting (1) hidden markov model (1) diffusion model (1) panoramic image (1) consensus clustering (1) partition alignment (1) blind super-resolution (1) transformer model (1) similarity distribution (1) semantic tokenization (1) physics-aware modeling (1) fusion alignment (1)

Papers

Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception AAAI 2026 Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration CVPR 2026 Spherical-Nested Diffusion Model for Panoramic Image Outpainting ICML 2025 A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution CVPR 2024 Multi-view Clustering via Late Fusion Alignment Maximization IJCAI 2019