Publications by Shijie Li
Peer reviewed
Articles
[1]
T. Cui et al., "A dual-source synergistic method for phase identification in low-voltage distribution networks," Electric power systems research, vol. 257, 2026.
[2]
S. Li et al., "CarbonGPT : Meta Causal Graph-Enhanced Large Language Models for Carbon Emission Forecasting in Large-Scale Power Distribution Networks," IEEE Transactions on Smart Grid, vol. 17, no. 4, pp. 2797-2809, 2026.
[3]
S. Li et al., "Efficient Net Load Forecasting in Large-Scale Power Distribution Systems via Dual-Branch Experts Fusion Memory Network," IEEE Transactions on Power Systems, vol. 41, no. 1, pp. 70-81, 2026.
[4]
S. Li et al., "Meta-Guided Graph Lightweight TimesNet for Traffic Prediction in Internet of Vehicles," IEEE Internet of Things Journal, vol. 13, no. 11, pp. 22756-22769, 2026.
[5]
J. Lai et al., "RS-MoE : Coupled expert compression via activation-peak guided collaborative decomposition," Knowledge-Based Systems, vol. 349, 2026.
[6]
S. Li et al., "RSynLLM : A risk-aware routing mixture-of-experts large language model for multi-energy load forecasting in large-scale distribution networks," Applied Energy, vol. 406, 2026.
[7]
Z. Su et al., "Zero-Shot Nonintrusive Load Monitoring via Contrastive Learning-Based Multiscale Dual-Path Temporal Fusion Network," IEEE Transactions on Smart Grid, vol. 17, no. 2, pp. 1709-1722, 2026.
[8]
S. Li et al., "Causal Intervention Is What Large Language Models Need for Spatio-Temporal Forecasting," IEEE Transactions on Cybernetics, vol. 55, no. 8, pp. 3825-3837, 2025.
[9]
S. Li et al., "Causal Intervention Is What Large Language Models Need for Spatio-Temporal Forecasting," IEEE Transactions on Cybernetics, vol. 55, no. 8, pp. 3825-3837, 2025.
[10]
S. Li et al., "Transferable Nonintrusive Load Monitoring in Smart Grids via Frequency-Division Fusion Scattering Time-Series Transformer," IEEE Transactions on Industrial Informatics, vol. 21, no. 10, pp. 7531-7541, 2025.
[11]
S. Li et al., "Real-Time Robust State Estimation for Large-Scale Low-Observability Power-Transportation System Based on Meta Physics-Informed Graph TimesNet," IEEE Transactions on Smart Grid, vol. 15, no. 6, pp. 5500-5513, 2024.
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