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Xumeng Wen

2 papers · 2024–2024 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

NeurIPS (2)

Top co-authors

Jia Li (2) Jiang Bian (2) Shun Zheng (2) Jiawen Zhang (2) Zhenwei Zhang (1) Xiaofang Zhou (1)

Research topics

Deep Learning (2) Machine Learning (2) Core Methods (2) Optimization & Theory · Machine Learning (2) Data Science & Analytics (1) Application Areas (1) Applications (1) Architectures (1) Learning Types (1) Methods (1) Optimization & Theory · Deep Learning (1)

Keywords

time series forecasting (2) probabilistic model (1) probabilistic forecasting (1) point prediction (1) distributional forecast (1) prediction horizon (1) position embedding (1) non-autoregressive model (1) multi-horizon prediction (1) point forecasting (1) benchmark evaluation (1) distributional forecasting (1)

Papers

ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer NeurIPS 2024 ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons NeurIPS 2024