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Yucheng Shi
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Photovoltaic power forecasting based on GA improved Bi-LSTM in microgrid without meteorological information
H Zhen, D Niu, K Wang, Y Shi, Z Ji, X Xu
Energy 231, 120908, 2021
1022021
Chatgraph: Interpretable text classification by converting chatgpt knowledge to graphs
Y Shi, H Ma, W Zhong, Q Tan, G Mai, X Li, T Liu, J Huang
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 515-520, 2023
272023
Expected output calculation based on inverse distance weighting and its application in anomaly detection of distributed photovoltaic power stations
Y Shi, W He, J Zhao, A Hu, J Pan, H Wang, H Zhu
Journal of cleaner production 253, 119965, 2020
252020
Uncertainty analysis based on non-parametric statistical modelling method for photovoltaic array output and its application in fault diagnosis
J Pan, W He, Y Shi, R Hou, H Zhu
Solar Energy 225, 831-841, 2021
222021
Mededit: Model editing for medical question answering with external knowledge bases
Y Shi, S Xu, Z Liu, T Liu, X Li, N Liu
arXiv preprint arXiv:2309.16035, 2023
142023
New feature extraction method for photovoltaic array output time series and its application in fault diagnosis
H Zhu, Y Shi, H Wang, L Lu
IEEE Journal of Photovoltaics 10 (4), 1133-1141, 2020
132020
Status evaluation method for arrays in large-scale photovoltaic power stations based on extreme learning machine and k-means
L Liang, Z Duan, G Li, H Zhu, Y Shi, Q Cui, B Chen, W Hu
Energy Reports 7, 2484-2492, 2021
112021
Gigamae: Generalizable graph masked autoencoder via collaborative latent space reconstruction
Y Shi, Y Dong, Q Tan, J Li, N Liu
Proceedings of the 32nd ACM International Conference on Information and …, 2023
102023
Engage: Explanation guided data augmentation for graph representation learning
Y Shi, K Zhou, N Liu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
92023
Interpretation of Time-Series Deep Models: A Survey
Z Zhao, Y Shi, S Wu, F Yang, W Song, N Liu
arXiv preprint arXiv:2305.14582, 2023
92023
Towards Personalized Cold-Start Recommendation with Prompts
X Wu, H Zhou, W Yao, X Huang, N Liu
arXiv preprint arXiv:2306.17256, 2023
82023
Black-box Backdoor Defense via Zero-shot Image Purification
Y Shi, M Du, X Wu, Z Guan, J Sun, N Liu
Advances in Neural Information Processing Systems 36, 2024
62024
Retrieval-enhanced knowledge editing for multi-hop question answering in language models
Y Shi, Q Tan, X Wu, S Zhong, K Zhou, N Liu
arXiv preprint arXiv:2403.19631, 2024
42024
Usable XAI: 10 strategies towards exploiting explainability in the LLM era
X Wu, H Zhao, Y Zhu, Y Shi, F Yang, T Liu, X Zhai, W Yao, J Li, M Du, ...
arXiv preprint arXiv:2403.08946, 2024
42024
Automated Natural Language Explanation of Deep Visual Neurons with Large Models
C Zhao, W Qian, Y Shi, M Huai, N Liu
arXiv preprint arXiv:2310.10708, 2023
32023
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation
X Wu, H Zhou, Y Shi, W Yao, X Huang, N Liu
Proceedings of the ACM on Web Conference 2024, 3566-3575, 2024
12024
Quantifying Multilingual Performance of Large Language Models Across Languages
Z Li, Y Shi, Z Liu, F Yang, N Liu, M Du
arXiv preprint arXiv:2404.11553, 2024
12024
Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract)
C Zhao, W Qian, Y Shi, M Huai, N Liu
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23712 …, 2024
2024
Co-supervised learning paradigm with conditional generative adversarial networks for sample-efficient classification
H Zhen, Y Shi, JJ Yang, JM Vehni
arXiv preprint arXiv:2212.13589, 2022
2022
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Articles 1–19