Xiaoyong Jin

4 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (2) EACL (1) ICML (1)

Top co-authors

Xiyou Zhou (2) Hao Wang (2) Danielle Maddix (2) Youngsuk Park (1) Wenhu Chen (1) Mu Li (1) Shiyang Li (1) Yuyang Wang (1) Yu-Xiang Wang (1) Yao Xuan (1)

Research topics

Machine Learning (4) Deep Learning (3) Application Areas (3) Optimization & Theory (3) Artificial Intelligence (2) Data Science & Analytics (2) Core AI (2) Methods (2) Computer Vision (1) Architectures (1) Domain-Specific (1) Generation (1) Learning Types (1) Models (1) Techniques (1)

Keywords

time series forecasting (2) domain adaptation (1) attention mechanism (1) energy efficiency (1) source domain (1) target domain (1) memory complexity (1) memory efficiency (1) model training (1) probabilistic forecasting (1) spatiotemporal forecasting (1) pre-trained language model (1) latent diffusion model (1) self attention (1) domain-invariant feature (1) long-term dependency (1) attention sharing (1) convolutional attention (1) neural network (1) benchmark platform (1)

Papers

PreDiff: Precipitation Nowcasting with Latent Diffusion Models NeurIPS 2023 Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022 HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL 2021 Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NeurIPS 2019