firstbacksecondback
97 Results
|
Poster
|
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting Ruohan Li · Yiqun Xie · Xiaowei Jia · Dongdong Wang · Yanhua Li · Yingxue Zhang · Zhihao Wang · Zhili Li |
||
|
Poster
|
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking Xi Chen · Chuan Qin · Chuyu Fang · Chao Wang · chen zhu · Fuzhen Zhuang · Hengshu Zhu · Hui Xiong |
||
|
Poster
|
Fri 16:30 |
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons Jiawen Zhang · Xumeng Wen · Zhenwei Zhang · Shun Zheng · Jia Li · Jiang Bian |
|
|
Poster
|
Thu 16:30 |
Are Self-Attentions Effective for Time Series Forecasting? Dongbin Kim · Jinseong Park · Jaewook Lee · Hoki Kim |
|
|
Poster
|
Thu 16:30 |
Learning Cooperative Trajectory Representations for Motion Forecasting Hongzhi Ruan · Haibao Yu · Wenxian Yang · Siqi Fan · Zaiqing Nie |
|
|
Poster
|
Fri 11:00 |
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion Han Lu · Xu-Yang Chen · Han-Jia Ye · De-Chuan Zhan |
|
|
Poster
|
Thu 16:30 |
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting Romain Ilbert · Malik Tiomoko · Cosme Louart · Ambroise Odonnat · Vasilii Feofanov · Themis Palpanas · Ievgen Redko |
|
|
Poster
|
Wed 11:00 |
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting Bong Gyun Kang · Dongjun Lee · HyunGi Kim · Dohyun Chung · Sungroh Yoon |
|
|
Poster
|
Fri 16:30 |
Are Language Models Actually Useful for Time Series Forecasting? Mingtian Tan · Mike Merrill · Vinayak Gupta · Tim Althoff · Tom Hartvigsen |
|
|
Poster
|
Wed 11:00 |
Scaling Law for Time Series Forecasting Jingzhe Shi · Qinwei Ma · Huan Ma · Lei Li |
|
|
Poster
|
Fri 16:30 |
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective Jiaxi Hu · Yuehong HU · Wei Chen · Ming Jin · Shirui Pan · Qingsong Wen · Yuxuan Liang |
|
|
Poster
|
Thu 11:00 |
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Romit Maulik · Rao Kotamarthi · Ian Foster · Sandeep Madireddy · Aditya Grover |