Publications (23)
A superradiant laser based on two-photon Raman transition of caesium atoms
Pengfei Liu, Yu Peng
DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks
Lin Zehui, Pengfei Liu, Luyao Huang +3
Modelling Interaction of Sentence Pair with coupled-LSTMs
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Meta-Learning Multi-task Communication
Pengfei Liu, Xuanjing Huang
Meta Multi-Task Learning for Sequence Modeling
Junkun Chen, Xipeng Qiu, Pengfei Liu +1
Local-set-based Graph Signal Reconstruction
Xiaohan Wang, Pengfei Liu, Yuantao Gu
A practical theoretical formalism for atomic multielectron processes: direct multiple ionization by a single Auger decay or by impact of a single electron or photon
Pengfei Liu, Jiaolong Zeng, Jianmin Yuan
Global regularity for a family of 3D models of the axisymmetric Navier-Stokes equations
Thomas Y Hou, Pengfei Liu, Fei Wang
Dynamic Compositional Neural Networks over Tree Structure
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Edge Balance Ratio: Power Law from Vertices to Edges in Directed Complex Network
Xiaohan Wang, Zhaoqun Chen, Pengfei Liu +1
Robust formation of topological Hall effect in MnGa/heavy metal bilayers
Kangkang Meng, Xupeng Zhao, Pengfei Liu +7
Follow Whom? Chinese Users Have Different Choice
Zhaoqun Chen, Pengfei Liu, Xiaohan Wang +1
Exploiting Effective Representations for Chinese Sentiment Analysis Using a Multi-Channel Convolutional Neural Network
Pengfei Liu, Ji Zhang, Cane Wing-Ki Leung +2
Two-dimensional spin-valley-coupled Dirac semimetals in functionalized SbAs monolayers
Zhifeng Liu, Wangxiang Feng, Hongli Xin +5
Searching for Effective Neural Extractive Summarization: What Works and What's Next
Ming Zhong, Pengfei Liu, Danqing Wang +2
Drug cell line interaction prediction
Pengfei Liu
Multi-task Learning over Graph Structures
Pengfei Liu, Jie Fu, Yue Dong +2
Contextualized Non-local Neural Networks for Sequence Learning
Pengfei Liu, Shuaichen Chang, Xuanjing Huang +2
Thermal modelling for endocardiac radiofrequency ablation: comparison of hyperbolic bioheat equation and Pennes bioheat equation with finite element method
Pengfei Liu, Jiquan Liu, Huilong Duan
Adversarial Multi-task Learning for Text Classification
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Self-similar Singularity of a 1D Model for the 3D Axisymmetric Euler Equations
Thomas Y. Hou, Pengfei Liu
Recurrent Neural Network for Text Classification with Multi-Task Learning
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Deep Multi-Task Learning with Shared Memory
Pengfei Liu, Xipeng Qiu, Xuanjing Huang