Shengyu Tao

According to our database, Shengyu Tao authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CAR-EnKF: A Covariance-Adaptive and Recalibrated Ensemble Kalman Filter Framework.

Shida Jiang, Shengyu Tao, Zihe Liu, Scott Moura

CoRR, April, 2026

LETGAMES: An LLM-Powered Gamified Approach to Cognitive Training for Patients with Cognitive Impairment.

Jingwei Shi, Shengyu Tao, Xinxiang Yin, Chen Huang, Wenqiang Lei, See-Kiong Ng

CoRR, April, 2026

Model-Agnostic Energy Throughput Control for Range and Lifetime Extension of Electric Vehicles via Cell-Level Inverters.

Shida Jiang, Shengyu Tao, Vincent Molina, Junzhe Shi, Scott Moura

CoRR, April, 2026

Design Guidelines for Nonlinear Kalman Filters via Covariance Compensation.

Shida Jiang, Jaewoong Lee, Shengyu Tao, Scott Moura

CoRR, March, 2026

All-Mem: Agentic Lifelong Memory via Dynamic Topology Evolution.

Can Lv, Heng Chang, Yuchen Guo, Shengyu Tao, Shiji Zhou

CoRR, March, 2026

CodeHacker: Automated Test Case Generation for Detecting Vulnerabilities in Competitive Programming Solutions.

Jingwei Shi, Xinxiang Yin, Jing Huang, Jinman Zhao, Shengyu Tao

CoRR, February, 2026

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, Kit Thambiratnam, Qi Zhang, Hongbin Sun, Xuan Zhang, Qiuwei Wu

CoRR, August, 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, July, 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, June, 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, February, 2025

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, February, 2025

Empirical Analysis of Energy Drift in Battery Energy Storage Systems on Supporting Grid Frequency Stability.

Shengyu Tao, Yezhen Wang, Zepeng Li, Hanyang Lin, Scott j. Moura, Hongbin Sun, Qiuwei Wu, Xuan Zhang

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering.

Xin Yang, Xingrun Li, Heng Chang, Jinze Yang, Xihong Yang, Shengyu Tao, Maiko Shigeno, Ningkang Chang, Junfeng Wang, Dawei Yin, Erxue Min

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

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, Xiao Xiao, Yaojun Liu, Wenjun Yu, Zhongling Xu, Yang Li, Han Hao, Xuan Zhang, Xiaosong Hu, Guangmin Zhou

CoRR, 2024

2021

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