Junfan Chen

52 papers A* 17A 2B 1Journal 18Unranked 14
YearRankTypeTitle / Venue / Authors
2026 A* conf
Expectation-Maximization Driven Contrastive Disentanglement for Generalized Category Discovery.
WWW
Weiyi Yang, Richong Zhang, Junfan Chen, Jiawei Sheng, Lihong Wang
2025 J jnl
A Graph-based Verification Framework for Fact-Checking.
CoRR
Yani Huang, Richong Zhang, Zhijie Nie, Junfan Chen, Xuefeng Zhang
2025 J jnl
A multi-projection recurrent model for hypernym detection and discovery.
Frontiers Comput. Sci.
Xuefeng Zhang, Junfan Chen, Zheyan Luo, Yuhang Bai, Chunming Hu, Richong Zhang
2025 A* conf
Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification.
EMNLP
Weiyi Yang, Richong Zhang, Junfan Chen, Jiawei Sheng
2025 A* conf
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing.
AAAI
Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Richong Zhang
2025 J jnl
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing.
CoRR
Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Richong Zhang
2025 — conf
Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models.
NAACL (Long Papers)
Xiyang Liu, Chunming Hu, Richong Zhang, Junfan Chen, Baowen Xu
2025 J jnl
Including Co-Relation via Concatenate Operator for Static and Temporal Knowledge Graph Embedding.
ACM Trans. Inf. Syst.
Likang Xiao, Richong Zhang, Junfan Chen, Lei Zhang
2025 J jnl
Incomplete graph learning via data and representation-level interaction.
Knowl. Based Syst.
Dezhi Liu, Richong Zhang, Junfan Chen, Fanshuang Kong, Jaein Kim
2025 A* conf
Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding.
AAAI
Dongdong Kuang, Richong Zhang, Zhijie Nie, Junfan Chen, Jaein Kim
2025 A* conf
Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations.
WWW
Fanshuang Kong, Richong Zhang, Xiaohui Guo, Junfan Chen, Ziqiao Wang
2025 A* conf
Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities.
AAAI
Junchi Chen, Richong Zhang, Junfan Chen
2024 A conf
Attentional Neural Integral Equation for Temporal Knowledge Graph Forecasting.
CIKM
Likang Xiao, Zijie Chen, Richong Zhang, Junfan Chen
2024 A* conf
Author Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding.
WWW
Dezhi Liu, Richong Zhang, Junfan Chen, Xinyue Chen
2024 A* conf
DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification.
WWW
Junfan Chen, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu, Yongyi Mao
2024 A* conf
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching.
IJCAI
Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang
2024 J jnl
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching.
CoRR
Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang
2024 — conf
Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization.
ACL (1)
Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu
2024 — conf
Progressively Modality Freezing for Multi-Modal Entity Alignment.
ACL (1)
Yani Huang, Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim
2024 J jnl
Progressively Modality Freezing for Multi-Modal Entity Alignment.
CoRR
Yani Huang, Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim
2024 J jnl
SPContrastNet: A Self-Paced Contrastive Learning Model for Few-Shot Text Classification.
ACM Trans. Inf. Syst.
Junfan Chen, Richong Zhang, Xiaohan Jiang, Chunming Hu
2024 A* conf
Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification.
WWW
Junfan Chen, Richong Zhang, Jiarui Wang, Chunming Hu, Yongyi Mao
2024 J jnl
Zero-Shot Cross-Lingual Named Entity Recognition via Progressive Multi-Teacher Distillation.
IEEE ACM Trans. Audio Speech Lang. Process.
Zhuoran Li, Chunming Hu, Richong Zhang, Junfan Chen, Xiaohui Guo
2023 J jnl
A Neural Expectation-Maximization Framework for Noisy Multi-Label Text Classification.
IEEE Trans. Knowl. Data Eng.
Junfan Chen, Richong Zhang, Jie Xu, Chunming Hu, Yongyi Mao
2023 A* conf
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime.
AAAI
Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao
2023 J jnl
AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime.
CoRR
Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao
2023 J jnl
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification.
CoRR
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2023 A* conf
Multi-Mask Label Mapping for Prompt-Based Learning.
AAAI
Jirui Qi, Richong Zhang, Jaein Kim, Junfan Chen, Wenyi Qin, Yongyi Mao
2023 A* conf
Open-Set Semi-Supervised Text Classification with Latent Outlier Softening.
KDD
Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao
2023 — conf
Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification.
ACL (1)
Weiyi Yang, Richong Zhang, Junfan Chen, Lihong Wang, Jaein Kim
2023 J jnl
Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation.
IEEE Trans. Knowl. Data Eng.
Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
2023 — conf
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion.
ACL (Findings)
Likang Xiao, Richong Zhang, Zijie Chen, Junfan Chen
2023 — conf
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion.
RepL4NLP@ACL
Likang Xiao, Richong Zhang, Zijie Chen, Junfan Chen
2023 A* conf
Word Sense Disambiguation by Refining Target Word Embedding.
WWW
Xuefeng Zhang, Richong Zhang, Xiaoyang Li, Fanshuang Kong, Junfan Chen, Samuel Mensah, Yongyi Mao
2022 — conf
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction.
EMNLP (Findings)
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
2022 J jnl
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction.
CoRR
Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
2022 — conf
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition.
ACL (1)
Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang
2022 A* conf
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification.
AAAI
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2022 B conf
E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models.
COLING
Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang
2022 — conf
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning.
EMNLP (Findings)
Jirui Qi, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
2022 A* conf
Text Style Transferring via Adversarial Masking and Styled Filling.
EMNLP
Jiarui Wang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
2022 A conf
Towards Robust False Information Detection on Social Networks with Contrastive Learning.
CIKM
Guanghui Ma, Chunming Hu, Ling Ge, Junfan Chen, Hong Zhang, Richong Zhang
2021 J jnl
Augmenting Embedding Projection With Entity Descriptions for Knowledge Graph Completion.
IEEE Access
Junfan Chen, Jie Xu, Manhui Bo, Hongwu Tang
2021 — conf
Hypernym Discovery via a Recurrent Mapping Model.
ACL/IJCNLP (Findings)
Yuhang Bai, Richong Zhang, Fanshuang Kong, Junfan Chen, Yongyi Mao
2021 A* conf
On Scalar Embedding of Relative Positions in Attention Models.
AAAI
Junshuang Wu, Richong Zhang, Yongyi Mao, Junfan Chen
2020 — conf
Neural Dialogue State Tracking with Temporally Expressive Networks.
EMNLP (Findings)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2020 J jnl
Neural Dialogue State Tracking with Temporally Expressive Networks.
CoRR
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2020 — conf
Parallel Interactive Networks for Multi-Domain Dialogue State Generation.
EMNLP (1)
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2020 J jnl
Parallel Interactive Networks for Multi-Domain Dialogue State Generation.
CoRR
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2019 — conf
A Conditional VAE-Based Conversation Model.
CCKS
Junfan Chen, Richong Zhang, Yongyi Mao, Binfeng Wang, Jianhang Qiao
2019 — conf
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework.
EMNLP/IJCNLP (1)
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
2019 J jnl
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework.
CoRR
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu