郭晓鹏
实验师
xiaopengguo@ieee.org
研究领域
教育数据挖掘
研究概况
从事教育数据挖掘研究，主要关注知识追踪与学习者学习行为建模。
学术成果
[1] Xiaopeng Guo, Zhijie Huang, Jie Gao, and Jun Sun. “Enhancing Knowledge Tracing via Adversarial Training.” Proceedings of the 29th ACM International Conference on Multimedia (ACM MM), 2021.（CCF A类会议）
[2] Xiaopeng Guo, Rencan Nie, Jinde Cao, Dongming Zhou, Liye Mei, and Kangjian He. “FuseGAN: Learning to Fuse Multi-Focus Image via Conditional Generative Adversarial Network.” IEEE Transactions on Multimedia (IEEE TMM), 2019.（CCF B类期刊）
[3] Xiaopeng Guo, Rencan Nie, Jinde Cao, Dongming Zhou, and Wenhua Qian. “Fully Convolutional Network-based Multifocus Image Fusion.” Neural Computation, 2018.（CCF B类期刊）
[4] Zhijie Huang, Jun Sun, Xiaopeng Guo, and Mingyu Shang. “Adaptive Deep Reinforcement Learning-based In-loop Filter for VVC.” IEEE Transactions on Image Processing (IEEE TIP), 2021.（CCF A类期刊）
[5] Zhijie Huang, Jun Sun, Xiaopeng Guo, and Mingyu Shang. “One-for-all: An Efficient Variable Convolution Neural Network for In-loop Filter of VVC.” IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2021.（CCF B类期刊）