Yuchun Fan

18 papers A* 1B 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering.
CoRR
Yilin Wang, Yuchun Fan, Jiaoyang Li, Ziming Zhu, Yongyu Mu, Qiaozhi He, Tong Xiao, Jingbo Zhu
2026 J jnl
Know More, Know Clearer: A Meta-Cognitive Framework for Knowledge Augmentation in Large Language Models.
CoRR
Hao Chen, Ye He, Yuchun Fan, Yukun Yan, Zhenghao Liu, Qingfu Zhu, Maosong Sun, Wanxiang Che
2026 J jnl
SpanNorm: Reconciling Training Stability and Performance in Deep Transformers.
CoRR
Chao Wang, Bei Li, Jiaqi Zhang, Xinyu Liu, Yuchun Fan, Linkun Lyu, Xin Chen, Jingang Wang, Tong Xiao, Peng Pei, Xunliang Cai
2025 — conf
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning.
ACL (1)
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
2025 — conf
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation.
EMNLP (Findings)
Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025 J jnl
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation.
CoRR
Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025 — conf
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization.
ACL (1)
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin
2025 J jnl
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization.
CoRR
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin
2025 — conf
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models.
EMNLP (Findings)
Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu
2025 J jnl
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models.
CoRR
Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu
2025 B conf
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.
COLING
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025 J jnl
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.
CoRR
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2024 A* conf
Advancing Large Language Model Attribution through Self-Improving.
EMNLP
Lei Huang, Xiaocheng Feng, Weitao Ma, Liang Zhao, Yuchun Fan, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin
2024 J jnl
Advancing Large Language Model Attribution through Self-Improving.
CoRR
Lei Huang, Xiaocheng Feng, Weitao Ma, Liang Zhao, Yuchun Fan, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin
2024 J jnl
Cross-layer Attention Sharing for Large Language Models.
CoRR
Yongyu Mu, Yuzhang Wu, Yuchun Fan, Chenglong Wang, Hengyu Li, Qiaozhi He, Murun Yang, Tong Xiao, Jingbo Zhu
2024 J jnl
NDP: Next Distribution Prediction as a More Broad Target.
CoRR
Junhao Ruan, Abudukeyumu Abudula, Xinyu Liu, Bei Li, Yinqiao Li, Chenglong Wang, Yuchun Fan, Yuan Ge, Tong Xiao, Jingbo Zhu
2023 — conf
Augmenting Large Language Model Translators via Translation Memories.
ACL (Findings)
Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu
2023 J jnl
Augmenting Large Language Model Translators via Translation Memories.
CoRR
Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu