Non-Intrusive Load Monitoring for Residential Appliances with Ultra-Sparse Sample and Real-Time Computation. - Minzheng Hu; Shengyu Tao; Hongtao Fan; Xinran Li; Yaojie Sun; Jie Sun (Sensors, 2021)

Non-destructive Degradation Pattern Decoupling for Ultra-early Battery Prototype Verification Using Physics-informed Machine Learning. - Shengyu Tao; Mengtian Zhang; Zixi Zhao; Haoyang Li; Ruifei Ma; Yunhong Che; Xin Sun; Lin Su; Xiangyu Chen; Zihao Zhou; Heng Chang; Tingwei Cao; et al. (CoRR, 2024)

Hgformer: Hyperbolic Graph Transformer for Recommendation. - Xin Yang; Xingrun Li; Heng Chang; Jinze Yang; Xihong Yang; Shengyu Tao; Ningkang Chang; Maiko Shigeno; Junfeng Wang; Dawei Yin; Erxue Min (CoRR, 2025)

PulseBat: A field-accessible dataset for second-life battery diagnostics from realistic histories using multidimensional rapid pulse test. - Shengyu Tao; Guangyuan Ma; Huixiong Yang; Minyan Lu; Guodan Wei; Guangmin Zhou; Xuan Zhang (CoRR, 2025)

Physics-informed mixture of experts network for interpretable battery degradation trajectory computation amid second-life complexities. - Xinghao Huang; Shengyu Tao; Chen Liang; Jiawei Chen; Junzhe Shi; Yuqi Li; Bizhong Xia; Guangmin Zhou; Xuan Zhang (CoRR, 2025)

An Adaptive Estimation Approach based on Fisher Information to Overcome the Challenges of LFP Battery SOC Estimation. - Junzhe Shi; Shida Jiang; Shengyu Tao; Jaewong Lee; Manashita Borah; Scott Moura (CoRR, 2025)

SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA. - Mingliang Bai; Zuliang Fang; Shengyu Tao; Siqi Xiang; Jiang Bian; Yanfei Xiang; Pengcheng Zhao; Weixin Jin; Jonathan A. Weyn; Haiyu Dong; Bin Zhang; Hongyu Sun; et al. (CoRR, 2025)