110 citations · 145 across the 24 of their papers we have counts for
Showing 2023 · cs.LGShow all
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cs.LG2023
Learning under Label Proportions for Text Classification
Jatin Chauhan, Xiaoxuan Wang, Wei Wang
We present one of the preliminary NLP works under the challenging setup of Learning from Label Proportions (LLP), where the data is provided in an aggregate form called bags and on…
cs.LG2023★ 1 cited
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services
Manqing Dong, Zhanxiang Zhao, Yitong Geng +3
Time series anomaly detection is crucial for industrial monitoring services that handle a large volume of data, aiming to ensure reliability and optimize system performance. Existi…
cs.LG2023
Bi-Level Attention Graph Neural Networks
Roshni G. Iyer, Wei Wang, Yizhou Sun
Recent graph neural networks (GNNs) with the attention mechanism have historically been limited to small-scale homogeneous graphs (HoGs). However, GNNs handling heterogeneous graph…