Gehui Shen

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 17

Top Topics

Incremental Learning

Automatic Text Categorization

Top Venues

Publications

Gehui Shen, Shibo Jie, Ziheng Li, Zhi-Hong Deng
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework. CoRR (2022)
Chang Ma, Song Zhang, Gehui Shen, Zhihong Deng
Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract). AAAI (2022)
Gehui Shen, Song Zhang, Xiang Chen, Zhi-Hong Deng
Generative Feature Replay with Orthogonal Weight Modification for Continual Learning. IJCNN (2021)
Yongfei Yan, Gehui Shen, Song Zhang, Ting Huang, Zhi-Hong Deng, Unil Yun
Sequence generative adversarial nets with a conditional discriminator. Neurocomputing 429 (2021)
Xi Chen, Song Zhang, Gehui Shen, Zhi-Hong Deng, Unil Yun
Towards unsupervised text multi-style transfer with parameter-sharing scheme. Neurocomputing 426 (2021)
Gehui Shen, Xi Chen, Zhi-Hong Deng
Variational Learning of Bayesian Neural Networks via Bayesian Dark Knowledge. IJCAI (2020)
Ting Huang, Zhi-Hong Deng, Gehui Shen, Xi Chen
A Window-Based Self-Attention approach for sentence encoding. Neurocomputing 375 (2020)
Gehui Shen, Zhi-Hong Deng, Ting Huang, Xi Chen
Learning to compose over tree structures via POS tags for sentence representation. Expert Syst. Appl. 141 (2020)
Gehui Shen, Song Zhang, Xiang Chen, Zhi-Hong Deng
Generative Feature Replay with Orthogonal Weight Modification for Continual Learning. CoRR (2020)
Song Zhang, Gehui Shen, Zhi-Hong Deng
Self-Supervised Learning Aided Class-Incremental Lifelong Learning. CoRR (2020)
Ting Huang, Gehui Shen, Zhi-Hong Deng
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. IJCAI (2019)
Ting Huang, Gehui Shen, Zhi-Hong Deng
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. CoRR (2019)
Meng Zou, Junyang Li, Gehui Shen, Zhi-Hong Deng
TIER: A Novel Model Based on POS Information to Generate Dialogue. CCIS (2018)
Xi Chen, Zhi-Hong Deng, Gehui Shen, Ting Huang
A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units. CoRR (2018)
Gehui Shen, Zhi-Hong Deng, Ting Huang, Xi Chen
Learning to Compose over Tree Structures via POS Tags. CoRR (2018)
Zhiqing Sun, Gehui Shen, Zhi-Hong Deng
A Gap-Based Framework for Chinese Word Segmentation via Very Deep Convolutional Networks. CoRR (2017)
Gehui Shen, Yunlun Yang, Zhi-Hong Deng
Inter-Weighted Alignment Network for Sentence Pair Modeling. EMNLP (2017)