Adaptive Nearest Neighbor Machine Translation
Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen
ACL 2021

Adaptive Adapter: an Efficient Way to Incorporate BERT into Neural Machine Translation
Junliang Guo, Zhirui Zhang, Linli Xu, Boxing Chen, Enhong Chen
IEEE Transactions on Audio, Speech and Language Processing

Label Incorporated Graph Neural Networks for Text Classification
Yuan Xin, Linli Xu, Junliang Guo, Jiquan Li, Xin Sheng, Yuanyuan Zhou
ICPR 2020

Incorporating BERT into Parallel Sequence Decoding with Adapters
Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen
NeurIPS 2020 [paper]

Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation
Junliang Guo, Linli Xu, Enhong Chen
ACL 2020 [paper] [code]

Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation
Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu
AAAI 2020 [paper] [code]

IntroVNMT: An Introspective Model for Variational Neural Machine Translation
Xin Sheng, Linli Xu, Junliang Guo, Jingchang Liu, Ruoyu Zhao, Yinlong Xu
AAAI 2020 [paper]

SPINE: Structural Identity Preserved Inductive Network Embedding
Junliang Guo, Linli Xu, Jingchang Liu
IJCAI 2019 [paper] [code]

Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input
Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu
AAAI 2019 [paper]

Adaptive Proximal Average based Variance Reducing Stochastic Methods for Optimization with Composite Regularization
Jingchang Liu, Linli Xu, Junliang Guo, Xin Sheng
AAAI 2019 [paper]

Tracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach
Xiaoying Ren, Linli Xu, Tianxiang Zhao, Chen Zhu, Junliang Guo, Enhong Chen
ICDM 2018 [paper]

Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective
Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen
DASFAA 2018 [paper]

Asynchronous Stochastic Composition Optimization with Variance Reduction
Shuheng Shen, Linli Xu, Jingchang Liu, Junliang Guo, Qing Ling
Preprint [paper]