Publications
Preprint
Deeper vs Wider: A Revisit of Transformer Configuration Arxiv
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Xin Jiang, Yang You arXiv preprint arXiv:2205.10505CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU Arxiv
Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qing, Youlong Cheng, Yang You arXiv preprint arXiv:2201.10890One Student Knows All Experts Know: From Sparse to Dense Arxiv
Fuzhao Xue, Xiaoxin He, Xiaozhe Ren, Yuxuan Lou, Yang You arXiv preprint arXiv:2201.10890Large-Scale Deep Learning Optimizations: A Comprehensive Survey Arxiv
Xiaoxin He, Fuzhao Xue, Xiaozhe Ren, Yang You arXiv preprint arXiv:2111.00856Cross-token Modeling with Conditional Computation Arxiv
Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You arXiv preprint arXiv:2109.02008Sequence Parallelism: Long Sequence Training from System Perspective Arxiv
Shenggui Li *, Fuzhao Xue * , Yongbin Li, Yang You arXiv preprint arXiv: 2105.13120 (* indicates equal contribution)Recent Advances in Deep Learning-based Dialogue Systems Arxiv
Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, Vinay Adiga, Erik Cambria arXiv preprint arXiv: 2105.04387
2022
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Arxiv Code
Wangbo Zhao, Kai Wang, Xiangxiang Chu, Fuzhao Xue, Xinchao Wang, and Yang You Accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (Acceptence rate: 25.3%)An Embarrassingly Simple Model for Dialogue Relation Extraction Arxiv Code
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng-Siong Chng Accepted at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization Arxiv
Andrew Koh, Fuzhao Xue, Eng Siong Chng Accepted at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022Go Wider Instead of Deeper Arxiv
Fuzhao Xue, Ziji Shi, Yuxuan Lou, Yong Liu, Yang You Published at Association for the Advancement of Artificial Intelligence (AAAI) 2022 (Acceptence rate: 15.0%)
2021
RACP: A network with Attention Corrected Prototype for Few-shot Speaker Recognition using Indefinite Distance Metric
Xingmei Wang, Jiaxiang Meng, Bin Wen, Fuzhao Xue Published at NeurocomputingGDPNet: Refining Latent Multi-View Graph for Relation Extraction Arxiv Code
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng-Siong Chng Published at Association for the Advancement of Artificial Intelligence (AAAI) 2021 (Acceptence rate: 21.4%)
2020
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition Arxiv
Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang Published at International Conference on Machine Learning (ICML) 2020 (Acceptence rate: 21.5%)A network model of speaker identification with new feature extraction methods and asymmetric BLSTM
Xingmei Wang, Fuzhao Xue, Wei Wang, Anhua Liu Published at Neurocomputing
2019
- An Underwater Acoustic Target Recognition: A Combination of Multi-dimensional Fusion Features and Modified Deep Neural Network
Xingmei Wang, Anhua Liu, Yu Zhang, Fuzhao Xue Published at Remote Sensing