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Guangji Bai
Guangji Bai
在 emory.edu 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
Beyond efficiency: A systematic survey of resource-efficient large language models
G Bai, Z Chai, C Ling, S Wang, J Lu, N Zhang, T Shi, Z Yu, M Zhu, ...
arXiv preprint arXiv:2401.00625, 2024
262024
Res: A robust framework for guiding visual explanation
Y Gao, TS Sun, G Bai, S Gu, SR Hong, Z Liang
KDD 2022, 432-442, 2022
252022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
G Bai, C Ling, L Zhao
ICLR 2023, 2022
242022
Saliency-Regularized Deep Multi-task Learning
G Bai, L Zhao
KDD 2022, 15-25, 2022
122022
Knowledge-enhanced neural machine reasoning: A review
T Chowdhury, C Ling, X Zhang, X Zhao, G Bai, J Pei, H Chen, L Zhao
arXiv preprint arXiv:2302.02093, 2023
82023
Dynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous Graphs
Z Gu, K Zhang, G Bai, L Chen, L Zhao, C Yang
ICDE 2023, 2023
62023
Distributed graph neural network training with periodic historical embedding synchronization
Z Chai, G Bai, L Zhao, Y Cheng
arXiv preprint arXiv:2206.00057, 1-20, 2022
5*2022
Sign-regularized multi-task learning
G Bai, J Torres, J Wang, L Zhao, C Abad, C Vaca
SDM 2023, 793-801, 2023
4*2023
Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models
C Ling, X Zhao, W Cheng, Y Liu, Y Sun, X Zhang, M Oishi, T Osaki, ...
NAACL 2024, 2024
32024
Prompt-based Domain Discrimination for Multi-source Time Series Domain Adaptation
J Wang, G Bai, W Cheng, Z Chen, L Zhao, H Chen
KDD 2024, 2023
32023
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
G Bai, Z Yu, Z Chai, Y Cheng, L Zhao
arXiv preprint arXiv:2308.13466, 2023
32023
Saliency-augmented memory completion for continual learning
G Bai, C Ling, Y Gao, L Zhao
SDM 2023, 244-252, 2023
32023
Deep Spatial Domain Generalization
D Yu, G Bai, Y Li, L Zhao
ICDM 2022, 1293-1298, 2022
22022
Continuous Temporal Domain Generalization
Z Cai, G Bai, R Jiang, X Song, L Zhao
arXiv preprint arXiv:2405.16075, 2024
12024
Saliency-Guided Hidden Associative Replay for Continual Learning
G Bai, Q Zhao, X Jiang, Y Zhang, L Zhao
AMHN Workshop @NeurIPS 2023, 2023
12023
Domain Generalization Deep Graph Transformation
S Wang, G Bai, Q Zhu, Z Qin, L Zhao
arXiv preprint arXiv:2305.11389, 2023
12023
Uncertainty Quantification for In-Context Learning of Large Language Models
C Ling, X Zhao, X Zhang, W Cheng, Y Liu, Y Sun, M Oishi, T Osaki, ...
Proceedings of the 2024 Conference of the North American Chapter of the …, 2024
2024
Deep Causal Generative Models with Property Control
Q Zhao, S Wang, G Bai, B Pan, Z Qin, L Zhao
arXiv preprint arXiv:2405.16219, 2024
2024
Quantifying uncertainty in graph neural network explanations
J Jiang, C Ling, H Li, G Bai, X Zhao, L Zhao
Frontiers in big Data 7, 1392662, 2024
2024
Visual Attention-Prompted Prediction and Learning
Y Zhang, S Gu, B Pan, G Bai, X Yang, L Zhao
IJCAI 2024, 2024
2024
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