百晓学者学者目录

陈俊帆

副教授、副研究员、助理教授、博士生导师、教授、研究员、硕士生导师、讲师，北京航空航天大学

精选作品

期刊论文

2026

Graph Label Denoising via Neighborhood Agreement–Guided Expectation Maximization

Dezhi Liu, Richong Zhang, Junfan Chen, Fengbo Tian, Si Chen

International Joint Conference on Artificial Intelligence

DOI

2026

Revealing multimodal information trade-off in multimodal knowledge graph completion

Lei Wang, Richong Zhang, Junfan Chen, Jaein Kim, Wei Xiao, Hui Liu

Expert Systems with Applications

DOI

2026

Adversarial Metric Learning for Fine-Grained Emotion Classification

Junfan Chen, Sizhe Wu, Richong Zhang, Chunming Hu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2026

Adversarial Metric Learning for Fine-Grained Emotion Classification

Association for Computational Linguistics 2026, Junfan Chen, Chunming Hu, Sizhe Wu, Richong Zhang

Underline Science Inc.

DOI

2026

Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective

Association for Artificial Intelligence 2026, Junfan Chen, Haoyang Chen, Richong Zhang

Underline Science Inc.

DOI

2026

SafeCodeRL: Security-Constrained Multi-Agent Reinforcement Learning for Trustworthy LLM-Generated IoT/CPS Software

Zhihua Wang, Junfan Chen, Zixiang Wei, Lan Lin, Guoxiang Tong

Italian National Conference on Sensors

DOI

研究方向

自然语言处理与知识工程标注数据受限下表征学习/数据增强/标签降噪对抗学习与迭代优化

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