Currently, I am a senior Research Scientist in Sea AI Lab of Sea group. Before, I worked in Salesforce as a research scientist during 2019 to 2021. I completed my Ph.D. degree in 2019 at the National University of Singapore (NUS), fortunately advised by Prof. Jiashi Feng and Prof. Shuicheng Yan. Before studying in NUS, I graduated from Peking University (PKU) in 2016 and during this period, I was fortunately directed by Prof. Zhouchen Lin and Prof. Chao Zhang in ZERO Lab. During the research period, I also work closely with Prof. Xiaotong Yuan. I also spend several wonderful months in 2018 at Georgia Tech as visiting student hosted by Prof. Huan Xu.
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition
Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, and Liang Lin
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021 (Findings)
[Axriv] [Code will be released soon!]
How Important is the Train-Validation Split in Meta-Learning?
Yu Bai, Minshuo Chen, Pan Zhou, Tuo Zhao, Jason D. Lee, Sham Kakade, Huan Wang, Caiming Xiong
International Conference on Machine Learning (ICML), 2021
Efficient Gradient Support Pursuit with Less Hard Thresholding for Cardinality-Constrained Learning
Fanhua Shang, Bingkun Wei, Hongying Liu, Yuanyuan Liu, Pan Zhou, and Maoguo Gong
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Task Relation Networks
Jianshu Li, Pan Zhou, Yunpeng Chen, Jian Zhao, Sujoy Roy, Yan Shuicheng, Jiashi Feng, and Terence Sim
IEEE Winter Conference on Applications of Computer Vision (WACV), 2019
Journal refereeing: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), International Journal of Computer Vision (IJCV), IEEE Transactions on Image Processing (TIP), IEEE Trans. on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE Signal Processing Letters (SPL).
Conference refereeing: International Conference on Machine Learning (ICML, 2020/2019), Neural Information Processing Systems (NIPS, 2020/20192018), Association for Uncertainty in Artificial Intelligence (UAI, 2020/2019), IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2020/2019/2018), International Conference on Computer Vision (ICCV, 2019), Association for the Advancement of Artificial Intelligence (AAAI, 2019), Asian Conference on Computer Vision (ACCV, 2018).