Junfan Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 45

Top Topics

Text Classification

Top Venues

Publications

Junfan Chen, Richong Zhang, Jiarui Wang, Chunming Hu, Yongyi Mao
Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification. WWW (2024)
Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching. CoRR (2024)
Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu
Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization. ACL (1) (2024)
Yani Huang, Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim
Progressively Modality Freezing for Multi-Modal Entity Alignment. ACL (1) (2024)
Yi Wan, Xianzhong Xie, Lingjie Yi, Bo Jiang, Junfan Chen, Yi Jiang
Pflow: An end-to-end heterogeneous acceleration framework for CNN inference on FPGAs. J. Syst. Archit. 150 (2024)
Yi Wan, Lingjie Yi, Bo Jiang, Junfan Chen, Yi Jiang, Xianzhong Xie
AENet: attention enhancement network for industrial defect detection in complex and sensitive scenarios. J. Supercomput. 80 (9) (2024)
Dezhi Liu, Richong Zhang, Junfan Chen, Xinyue Chen
Author Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding. WWW (2024)
Xiaoming Wang, Yongxiong Wang, Zhiqun Pan, Guangpeng Wang, Junfan Chen
A Double Self-Supervised Model for Pitting Detection on Ball Screws. IEEE Access 12 (2024)
Lingjie Yi, Xianzhong Xie, Yi Wan, Bo Jiang, Junfan Chen
Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs. Int. J. Distributed Sens. Networks 2024 (2024)
Junfan Chen, Richong Zhang, Xiaohan Jiang, Chunming Hu
SPContrastNet: A Self-Paced Contrastive Learning Model for Few-Shot Text Classification. ACM Trans. Inf. Syst. 42 (5) (2024)
Yani Huang, Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim
Progressively Modality Freezing for Multi-Modal Entity Alignment. CoRR (2024)
Junfan Chen, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu, Yongyi Mao
DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification. WWW (2024)
Yi Wan, Xianzhong Xie, Junfan Chen, Kunpeng Xie, Dezhi Yi, Ye Lu, Keke Gai
ADS-CNN: Adaptive Dataflow Scheduling for lightweight CNN accelerator on FPGAs. Future Gener. Comput. Syst. 158 (2024)
Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Jirui Qi, Richong Zhang, Jaein Kim, Junfan Chen, Wenyi Qin, Yongyi Mao
Multi-Mask Label Mapping for Prompt-Based Learning. AAAI (2023)
Likang Xiao, Richong Zhang, Zijie Chen, Junfan Chen
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion. RepL4NLP@ACL (2023)
Zaiyan Dai, Jun Yang, Anfei Fan, Jinyin Jia, Junfan Chen
SADD: Generative Adversarial Networks via Self-attention and Dual Discriminator in Unsupervised Domain Adaptation. PRCV (8) (2023)
Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao
AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime. CoRR (2023)
Likang Xiao, Richong Zhang, Zijie Chen, Junfan Chen
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion. ACL (Findings) (2023)
Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime. AAAI (2023)
Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao
Open-Set Semi-Supervised Text Classification with Latent Outlier Softening. KDD (2023)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification. CoRR (2023)
Weiyi Yang, Richong Zhang, Junfan Chen, Lihong Wang, Jaein Kim
Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification. ACL (1) (2023)
Junfan Chen, Richong Zhang, Jie Xu, Chunming Hu, Yongyi Mao
A Neural Expectation-Maximization Framework for Noisy Multi-Label Text Classification. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Xuefeng Zhang, Richong Zhang, Xiaoyang Li, Fanshuang Kong, Junfan Chen, Samuel Mensah, Yongyi Mao
Word Sense Disambiguation by Refining Target Word Embedding. WWW (2023)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification. AAAI (2022)
Guanghui Ma, Chunming Hu, Ling Ge, Junfan Chen, Hong Zhang, Richong Zhang
Towards Robust False Information Detection on Social Networks with Contrastive Learning. CIKM (2022)
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction. EMNLP (Findings) (2022)
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction. CoRR (2022)
Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang
E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models. COLING (2022)
Jirui Qi, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning. EMNLP (Findings) (2022)
Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. ACL (1) (2022)
Jiarui Wang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
Text Style Transferring via Adversarial Masking and Styled Filling. EMNLP (2022)
Junyan Yan, Jibiao Chen, Junfan Chen, Wanquan Yan, Qingpeng Ding, Kim Yan, Jingxin Du, Chun Ping Lam, George Kwok Chu Wong, Shing Shin Cheng
A Continuum Robotic Cannula With Tip Following Capability and Distal Dexterity for Intracerebral Hemorrhage Evacuation. IEEE Trans. Biomed. Eng. 69 (9) (2022)
Junshuang Wu, Richong Zhang, Yongyi Mao, Junfan Chen
On Scalar Embedding of Relative Positions in Attention Models. AAAI (2021)
Yuhang Bai, Richong Zhang, Fanshuang Kong, Junfan Chen, Yongyi Mao
Hypernym Discovery via a Recurrent Mapping Model. ACL/IJCNLP (Findings) (2021)
Junfan Chen, Jie Xu, Manhui Bo, Hongwu Tang
Augmenting Embedding Projection With Entity Descriptions for Knowledge Graph Completion. IEEE Access 9 (2021)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
Parallel Interactive Networks for Multi-Domain Dialogue State Generation. CoRR (2020)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
Parallel Interactive Networks for Multi-Domain Dialogue State Generation. EMNLP (1) (2020)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
Neural Dialogue State Tracking with Temporally Expressive Networks. CoRR (2020)
Junfan Chen, Ning Sun, Zhongxie Jin
Two-Dimensional Spatial Resolution in Plane Temperature Monitoring Based on Raman Distributed Temperature Sensor. MLIS (2020)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
Neural Dialogue State Tracking with Temporally Expressive Networks. EMNLP (Findings) (2020)
Junfan Chen, Richong Zhang, Yongyi Mao, Binfeng Wang, Jianhang Qiao
A Conditional VAE-Based Conversation Model. CCKS (2019)
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. CoRR (2019)
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. EMNLP/IJCNLP (1) (2019)