Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Zhi-Hong Deng

Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

May 02, 2021
Haoqing Wang, Zhi-Hong Deng

* Accepted by IJCAI-21 (the 30th International Joint Conference on Artificial Intelligence) Main Track 

  Access Paper or Ask Questions

BCFNet: A Balanced Collaborative Filtering Network with Attention Mechanism

Mar 10, 2021
Chang-Dong Wang, Zi-Yuan Hu, Jin Huang, Zhi-Hong Deng, Ling Huang, Jian-Huang Lai, Philip S. Yu

  Access Paper or Ask Questions

Few-shot Learning with LSSVM Base Learner and Transductive Modules

Sep 12, 2020
Haoqing Wang, Zhi-Hong Deng

* 9 pages,3 figures,3 tables 

  Access Paper or Ask Questions

Self-Supervised Learning Aided Class-Incremental Lifelong Learning

Jun 19, 2020
Song Zhang, Gehui Shen, Zhi-Hong Deng

  Access Paper or Ask Questions

Generative Feature Replay with Orthogonal Weight Modification for Continual Learning

May 07, 2020
Gehui Shen, Song Zhang, Xiang Chen, Zhi-Hong Deng

* Working in progress 

  Access Paper or Ask Questions

Fast Structured Decoding for Sequence Models

Oct 25, 2019
Zhiqing Sun, Zhuohan Li, Haoqing Wang, Zi Lin, Di He, Zhi-Hong Deng

* Accepted to NeurIPS 2019 (Previous title: Structured Decoding for Non-Autoregressive Machine Translation) 

  Access Paper or Ask Questions

Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning

Sep 27, 2019
Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng

  Access Paper or Ask Questions

Neural Consciousness Flow

May 30, 2019
Xiaoran Xu, Wei Feng, Zhiqing Sun, Zhi-Hong Deng

  Access Paper or Ask Questions

Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization

May 28, 2019
Ting Huang, Gehui Shen, Zhi-Hong Deng

* Accepted by IJCAI 2019, 7 pages, 3 figures 

  Access Paper or Ask Questions

DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases

May 19, 2019
Zhiqing Sun, Jian Tang, Pan Du, Zhi-Hong Deng, Jian-Yun Nie

* Accepted to SIGIR 2019 

  Access Paper or Ask Questions

RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space

Feb 26, 2019
Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, Jian Tang

* Accepted to ICLR 2019 

  Access Paper or Ask Questions

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Jan 15, 2019
Zhi-Hong Deng, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu

  Access Paper or Ask Questions

Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling

Oct 07, 2018
Zhiqing Sun, Zhi-Hong Deng

* To appear in EMNLP 2018 

  Access Paper or Ask Questions

Learning to Compose over Tree Structures via POS Tags

Aug 21, 2018
Gehui Shen, Zhi-Hong Deng, Ting Huang, Xi Chen

  Access Paper or Ask Questions