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Junfan Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

38

Venues

13

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

38 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIRethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective.Haoyang Chen, Richong Zhang, Junfan Chen
2026ACLAdversarial Metric Learning for Fine-Grained Emotion Classification.Junfan Chen, Sizhe Wu, Richong Zhang, Chunming Hu
2026NDSSBSFuzzer: Context-Aware Semantic Fuzzing for BLE Logic Flaw Detection.Ting Yang, Yue Qin, Lan Zhang, Zhiyuan Fu, Junfan Chen, Jice Wang, Shangru Zhao, Qi Li, Ruidong Li, He Wang, Yuqing Zhang
2026WWWExpectation-Maximization Driven Contrastive Disentanglement for Generalized Category Discovery.Weiyi Yang, Richong Zhang, Junfan Chen, Jiawei Sheng, Lihong Wang
2025AAAISemi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities.Junchi Chen, Richong Zhang, Junfan Chen
2025AAAIMomentum Pseudo-Labeling for Weakly Supervised Phrase Grounding.Dongdong Kuang, Richong Zhang, Zhijie Nie, Junfan Chen, Jaein Kim
2025AAAIImplicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing.Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Richong Zhang
2025APSECMAAP: A Self-Evolving Multi-Agent Automated Vulnerability Repair Framework for Python.Junfan Chen, Zhiyuan Fu, Ting Yang, Hongyu Sun, Ruidong Li, Yuqing Zhang
2025EMNLPCalibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification.Weiyi Yang, Richong Zhang, Junfan Chen, Jiawei Sheng
2025INDINAn Interpretable Fourier Kolmogorov-Arnold Network for State-of-Health Estimation of Lithium-ion Batteries with Partial Charging Data.Jiang He, Tianfu Li, Junfan Chen, Tao Liu
2025NAACLImproving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models.Xiyang Liu, Chunming Hu, Richong Zhang, Junfan Chen, Baowen Xu
2025WWWPreserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations.Fanshuang Kong, Richong Zhang, Xiaohui Guo, Junfan Chen, Ziqiao Wang
2025TrustComFDLLM: A Dedicated Detector for Black-Box LLMs Fingerprinting.Zhiyuan Fu, Junfan Chen, Lan Zhang, Ting Yang, Jun Niu, Hongyu Sun, Ruidong Li, Peng Liu, Jice Wang, Fannv He, Yuqing Zhang
2024ACLOpen-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization.Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu
2024ACLProgressively Modality Freezing for Multi-Modal Entity Alignment.Yani Huang, Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim
2024CIKMAttentional Neural Integral Equation for Temporal Knowledge Graph Forecasting.Likang Xiao, Zijie Chen, Richong Zhang, Junfan Chen
2024IJCAIImproving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching.Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang
2024WWWSelf-Paced Pairwise Representation Learning for Semi-Supervised Text Classification.Junfan Chen, Richong Zhang, Jiarui Wang, Chunming Hu, Yongyi Mao
2024WWWDualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification.Junfan Chen, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu, Yongyi Mao
2024WWWAuthor Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding.Dezhi Liu, Richong Zhang, Junfan Chen, Xinyue Chen
2023AAAIAdversarial Word Dilution as Text Data Augmentation in Low-Resource Regime.Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao
2023AAAIMulti-Mask Label Mapping for Prompt-Based Learning.Jirui Qi, Richong Zhang, Jaein Kim, Junfan Chen, Wenyi Qin, Yongyi Mao
2023ACLTucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion.Likang Xiao, Richong Zhang, Zijie Chen, Junfan Chen
2023ACLPrototype-Guided Pseudo Labeling for Semi-Supervised Text Classification.Weiyi Yang, Richong Zhang, Junfan Chen, Lihong Wang, Jaein Kim
2023KDDOpen-Set Semi-Supervised Text Classification with Latent Outlier Softening.Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao
2023WWWWord Sense Disambiguation by Refining Target Word Embedding.Xuefeng Zhang, Richong Zhang, Xiaoyang Li, Fanshuang Kong, Junfan Chen, Samuel Mensah, Yongyi Mao
2022AAAIContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification.Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2022ACLAn Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition.Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang
2022CIKMTowards Robust False Information Detection on Social Networks with Contrastive Learning.Guanghui Ma, Chunming Hu, Ling Ge, Junfan Chen, Hong Zhang, Richong Zhang
2022COLINGE-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models.Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang
2022EMNLPA Hierarchical N-Gram Framework for Zero-Shot Link Prediction.Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye
2022EMNLPParameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning.Jirui Qi, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
2022EMNLPText Style Transferring via Adversarial Masking and Styled Filling.Jiarui Wang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao
2021AAAIOn Scalar Embedding of Relative Positions in Attention Models.Junshuang Wu, Richong Zhang, Yongyi Mao, Junfan Chen
2021ACLHypernym Discovery via a Recurrent Mapping Model.Yuhang Bai, Richong Zhang, Fanshuang Kong, Junfan Chen, Yongyi Mao
2020EMNLPNeural Dialogue State Tracking with Temporally Expressive Networks.Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2020EMNLPParallel Interactive Networks for Multi-Domain Dialogue State Generation.Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu
2019EMNLPUncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework.Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu