Bai, Guangji

1. Uncertainty Quantification for In-Context Learning of Large Language Models
   2024/02/15 by Ling Chen, Ling, Chen, Xujiang Zhao +23 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. SparseLLM: Towards Global Pruning for Pre-trained Language Models
   2024/02/28 by Bai, Guangji, Li, Yijiang, Ling, Chen +2 · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
   2024/01/01 by Guangji Bai, Zheng Chai, Bai, Guangji +24 · 9 citations
   Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Ferroelectric and Negative Capacitance Devices
4. Continuous Temporal Domain Generalization
   2024/05/25 by Zekun Cai, Cai, Zekun, Guangji Bai +7 · 3 citations
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting
   2024/04/23 by Xiongxiao Xu, Xu, Xiongxiao, Yueqing Liang +8 · 2 citations
   Computer Science · Engineering · #Neural Networks and Applications #Time Series Analysis and Forecasting #Energy Load and Power Forecasting
6. Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization
   2022/05/31 by Chai, Zheng, Bai, Guangji, Zhao, Liang +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
7. Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
   2022/05/21 by Guangji Bai, Bai, Guangji, Ling Chen +3 · 1 citation
   Computer Science · Engineering · #Machine Learning in Healthcare #Data Stream Mining Techniques #Traffic Prediction and Management Techniques
8. Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
   2023/08/25 by Guangji Bai, Ziyang Yu, Bai, Guangji +7 · 1 citation
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
9. Saliency-Guided Hidden Associative Replay for Continual Learning
   2023/10/06 by Bai, Guangji, Zhao, Qilong, Jiang, Xiaoyang +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations
    2023/10/12 by Zhang, Yifei, Song, James, Gu, Siyi +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning
    2023/12/19 by Wang, Junxiang, Bai, Guangji, Cheng, Wei +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Structural Disentanglement of Causal and Correlated Concepts
    2024/05/25 by Qilong Zhao, Shiyu Wang, Zhao, Qilong +11 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)