Failure Prediction in Datacenters Using Unsupervised Multimodal Anomaly Detection. - Minglu Zhao; Reo Furuhata; Mulya Agung; Hiroyuki Takizawa; Tomoya Soma (IEEE BigData, 2020)

Spatiotemporal Anomaly Detection for Large-Scale Sensor Data. - Minglu Zhao; Hiroyuki Takizawa; Tomoya Soma (PAAP, 2021)

Superclass-Conditional Gaussian Mixture Model For Learning Fine-Grained Embeddings. - Jingchao Ni; Wei Cheng 002; Zhengzhang Chen; Takayoshi Asakura; Tomoya Soma; Sho Kato; Haifeng Chen (ICLR, 2022)