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 second-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

Natural Language Processing: Text Summarization, Meeting Summarization
Large Language Models: Multilingualism, Cultural Adaptability, Globally Inclusive LLMs

News

[2025.07] 🏆 Big congrats to @磊哥 on the ACL 2025 SAC Highlight Paper Award! Paper
[2025.05] Three papers are accepted to ACL2025 Main Conference @Me @磊哥.
[2024.12] Our paper is accepted to AAAI2025 @wenshuai.
[2024.11] Our paper is accepted to COLING2025 (Oral) @涛.
[2024.09] Our paper is accepted to EMNLP2024 Main Conference @Me.

Publications

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

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

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

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

National Scholarship, 2024
Outstanding Students, 2024 (Faculty of Computing, HIT)
ICASSP General Meeting Understanding and Generation Challenge, 2023
- 1st Place, Track5: Action Item Detection
- 2nd Place, Track2: Topic-level and Session-level Extractive Summarization

Education

2019.09 ~ 2023.06: B.E in Artificial Intelligence, Harbin Institute of Technology
2023.09 ~ Now: Ph.D Candidate in Computer Science, Harbin Institute of Technology (Transferred from M.S. to Ph.D. program in 2025.02)

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