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Yangfan Ye
(叶扬帆)

Ph.D. Student
Harbin Institute of Technology (HIT-SCIR)
yfye [at] ir.hit.edu.cn
tommyye.yyf [at] gmail.com


About Me

I am a first-year Ph.D. student at the Research Center for Social Computing and Interactive Robotics (SCIR), supervised by Prof. Xiaocheng Feng and Prof. Bing Qin.

Research Interests

News

Publications

  1. AAAI2026 Main Track
    LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
    Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Lei Huang, Weitao Ma, Qichen Hong, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin
    Annual AAAI Conference on Artificial Intelligence (AAAI), 2026.
    PDF Code Main Track

  2. ACL2025 Main
    CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
    Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
    Annual Meeting of the Association for Computational Linguistics (ACL), 2025.
    PDF Code Main Conference

  3. EMNLP2024 Main
    GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
    Yangfan Ye, Xiachong Feng, Xiaocheng Feng, Weitao Ma, Libo Qin, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin
    Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.
    PDF Code Main Conference

  4. Arxiv
    Exploring Cross-lingual Latent Transplantation: Mutual Opportunities and Open Challenges
    Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Libo Qin, Yichong Huang, Lei Huang, Weitao Ma, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
    Arxiv, 2024.
    PDF Code Preprint
    5. Click for More Publications
    ACL2025 Main (SAC Highlight Award 🏆)
    Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization. Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin
    ACL2025 Main (Oral)
    Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yuxuan Gu, Yangfan Ye, Liang Zhao, Weihong Zhong, Baoxin Wang, Dayong Wu, Guoping Hu, Lingpeng Kong, Tong Xiao, Ting Liu, Bing Qin
    AAAI2025
    Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning. Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Baohang Li, Yangfan Ye, Zhirui Zhang, Dandan Tu, Duyu Tang, Yunfei Lu, Hui Wang, Bing Qin
    COLING 2025 (Oral)
    Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis. Weitao Ma, Xiaocheng Feng, Weihong Zhong, Lei Huang, Yangfan Ye, Xiachong Feng, Bing Qin
    ICASSP2023
    Dialogue context modelling for action item detection: Solution for ICASSP 2023 mug challenge track 5. Jie Huang, Xiachong Feng, Yangfan Ye, Liang Zhao, Xiaocheng Feng, Bing Qin, Ting Liu

Honors

Education


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