byzantine resilience 1decentralized optimization 1density functional theory 1large language models 1machine learning 1materials discovery 1multi-agent systems 1proximal methods 1stochastic gradient 1topological materials 1variance reduction 1
From the 2 of 32 papers with an AI index.
61 citations
- Shenzhen Technology UniversityCN5 papers
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Showing cs.LGShow all
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cs.LG2026★ 1 cited
Ister: Linear Transformer for Efficient Multivariate Time Series Forecasting
Fanpu Cao, Shu Yang, Zhengjian Chen +2
Transformer-based models have achieved remarkable success in multivariate time series forecasting (MTSF) by capturing long-range dependencies. However, their widespread adoption is…
cs.LG2026★ 5 cited
DeRelayL: Sustainable Decentralized Relay Learning
Haihan Duan, Tengfei Ma, Yuyang Qin +4
In the era of big data, large-scale machine learning models have revolutionized various fields, driving significant advancements. However, large-scale model training demands high f…