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:2205.10505

• CowClip: 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:2201.10890

• One Student Knows All Experts Know: From Sparse to Dense Arxiv
  Fuzhao Xue, Xiaoxin He, Xiaozhe Ren, Yuxuan Lou, Yang You arXiv preprint arXiv:2201.10890

• Large-Scale Deep Learning Optimizations: A Comprehensive Survey Arxiv
  Xiaoxin He, Fuzhao Xue, Xiaozhe Ren, Yang You arXiv preprint arXiv:2111.00856

• Cross-token Modeling with Conditional Computation Arxiv
  Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You arXiv preprint arXiv:2109.02008

• Sequence Parallelism: Long Sequence Training from System Perspective Arxiv
  Shenggui Li *, Fuzhao Xue * , Yongbin Li, Yang You arXiv preprint arXiv: 2105.13120 (* indicates equal contribution)

2022

• Recent Advances in Deep Learning-based Dialogue Systems Arxiv
  Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, Vinay Adiga, Erik Cambria Accepted at Artificial Intelligence Review

• 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) 2022

• Automated 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) 2022

• Go 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 Neurocomputing

• GDPNet: 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