Publications

Preprint

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

• Sparse-MLP: A Fully-MLP Architecture with Conditional Computation Arxiv
  Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You arXiv preprint arXiv:2109.02008

• Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization Arxiv
  Andrew Koh, Fuzhao Xue, Eng Siong Chng arXiv preprint arXiv:2108.04692

• Sequence Parallelism: Making 4D Parallelism Possible 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

• An Embarrassingly Simple Model for Dialogue Relation Extraction Arxiv
  Fuzhao Xue, Aixin Sun, Hao Zhang, Eng-Siong Chng arXiv preprint arXiv: 2012.13873

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

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

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

• 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