PPaperPicks

Junfan Chen

Beihang University, School of Software, Beijing, China

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6807-0089 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×5AAAI ×4ACL ×3CIKM ×1EMNLP ×1IJCAI ×1NAACL ×1

Frequent coauthors

Richong Zhang
×16
Chunming Hu
×7
Weiyi Yang
×2
Jiawei Sheng
×2
Zhuoran Li
×2
Zhijun Chen
×2
Jaein Kim
×2
Xiaohui Guo
×2
Junchi Chen
×2
Yongyi Mao
×2
Sizhe Wu
×1
Lihong Wang
×1

Papers

  1. Adversarial Metric Learning for Fine-Grained Emotion Classification
    ACL 2026 · Junfan Chen,
    Sizhe Wu
    ,
    Richong Zhang
    ,
    Chunming Hu
  2. Expectation-Maximization Driven Contrastive Disentanglement for Generalized Category Discovery
    WWW 2026 ·
    Weiyi Yang
    ,
    Richong Zhang
    , Junfan Chen,
    Jiawei Sheng
    ,
    Lihong Wang
  3. Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective
    AAAI 2026 ·
    Haoyang Chen
    ,
    Richong Zhang
    , Junfan Chen
  4. Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification
    EMNLP 2025 ·
    Weiyi Yang
    ,
    Richong Zhang
    , Junfan Chen,
    Jiawei Sheng
  5. Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing
    AAAI 2025 ·
    Zhuoran Li
    ,
    Chunming Hu
    , Junfan Chen,
    Zhijun Chen
    ,
    Richong Zhang
  6. Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models
    NAACL 2025 ·
    Xiyang Liu
    ,
    Chunming Hu
    ,
    Richong Zhang
    , Junfan Chen,
    Baowen Xu
  7. Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding
    AAAI 2025 ·
    Dongdong Kuang
    ,
    Richong Zhang
    ,
    Zhijie Nie
    , Junfan Chen,
    Jaein Kim
  8. Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations
    WWW 2025 ·
    Fanshuang Kong
    ,
    Richong Zhang
    ,
    Xiaohui Guo
    , Junfan Chen,
    Ziqiao Wang
  9. Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities
    AAAI 2025 ·
    Junchi Chen
    ,
    Richong Zhang
    , Junfan Chen
  10. Attentional Neural Integral Equation for Temporal Knowledge Graph Forecasting
    CIKM 2024 ·
    Likang Xiao
    ,
    Zijie Chen
    ,
    Richong Zhang
    , Junfan Chen
  11. Author Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding
    WWW 2024 ·
    Dezhi Liu
    ,
    Richong Zhang
    , Junfan Chen,
    Xinyue Chen
  12. DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification
    WWW 2024 · Junfan Chen,
    Richong Zhang
    ,
    Yaowei Zheng
    ,
    Qianben Chen
    ,
    Chunming Hu
    ,
    Yongyi Mao
  13. Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching
    IJCAI 2024 ·
    Zhuoran Li
    ,
    Chunming Hu
    , Junfan Chen,
    Zhijun Chen
    ,
    Xiaohui Guo
    ,
    Richong Zhang
  14. Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization
    ACL 2024 · Junfan Chen,
    Richong Zhang
    ,
    Junchi Chen
    ,
    Chunming Hu
  15. Progressively Modality Freezing for Multi-Modal Entity Alignment
    ACL 2024 ·
    Yani Huang
    ,
    Xuefeng Zhang
    ,
    Richong Zhang
    , Junfan Chen,
    Jaein Kim
  16. Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification
    WWW 2024 · Junfan Chen,
    Richong Zhang
    ,
    Jiarui Wang
    ,
    Chunming Hu
    ,
    Yongyi Mao