Alert button
Picture for Guangji Bai

Guangji Bai

Alert button

Gradient-Free Adaptive Global Pruning for Pre-trained Language Models

Feb 28, 2024
Guangji Bai, Yijiang Li, Chen Ling, Kibaek Kim, Liang Zhao

Viaarxiv icon

Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models

Feb 15, 2024
Chen Ling, Xujiang Zhao, Wei Cheng, Yanchi Liu, Yiyou Sun, Xuchao Zhang, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen

Viaarxiv icon

Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models

Jan 04, 2024
Guangji Bai, Zheng Chai, Chen Ling, Shiyu Wang, Jiaying Lu, Nan Zhang, Tingwei Shi, Ziyang Yu, Mengdan Zhu, Yifei Zhang, Carl Yang, Yue Cheng, Liang Zhao

Viaarxiv icon

Prompt-based Domain Discrimination for Multi-source Time Series Domain Adaptation

Dec 19, 2023
Junxiang Wang, Guangji Bai, Wei Cheng, Zhengzhang Chen, Liang Zhao, Haifeng Chen

Viaarxiv icon

Visual Attention-Prompted Prediction and Learning

Oct 12, 2023
Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao

Viaarxiv icon

Saliency-Guided Hidden Associative Replay for Continual Learning

Oct 06, 2023
Guangji Bai, Qilong Zhao, Xiaoyang Jiang, Yifei Zhang, Liang Zhao

Viaarxiv icon

Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction

Aug 25, 2023
Guangji Bai, Ziyang Yu, Zheng Chai, Yue Cheng, Liang Zhao

Figure 1 for Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
Figure 2 for Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
Figure 3 for Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
Figure 4 for Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
Viaarxiv icon

Domain Generalization Deep Graph Transformation

May 23, 2023
Shiyu Wang, Guangji Bai, Qingyang Zhu, Zhaohui Qin, Liang Zhao

Figure 1 for Domain Generalization Deep Graph Transformation
Figure 2 for Domain Generalization Deep Graph Transformation
Figure 3 for Domain Generalization Deep Graph Transformation
Figure 4 for Domain Generalization Deep Graph Transformation
Viaarxiv icon

Knowledge-enhanced Neural Machine Reasoning: A Review

Feb 07, 2023
Tanmoy Chowdhury, Chen Ling, Xuchao Zhang, Xujiang Zhao, Guangji Bai, Jian Pei, Haifeng Chen, Liang Zhao

Figure 1 for Knowledge-enhanced Neural Machine Reasoning: A Review
Figure 2 for Knowledge-enhanced Neural Machine Reasoning: A Review
Figure 3 for Knowledge-enhanced Neural Machine Reasoning: A Review
Viaarxiv icon