Yafu Li

According to our database, Yafu Li authored at least 39 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45^° Law.

Yicheng Bao, Guanxu Chen, Mingkang Chen, Yunhao Chen, Chiyu Chen, Lingjie Chen, Sirui Chen, Xinquan Chen, Jie Cheng, Yu Cheng, Dengke Deng, Yizhuo Ding, Dan Ding, Xiaoshan Ding, Yi Ding, Zhichen Dong, Lingxiao Du, Yuyu Fan, Xinshun Feng, Yanwei Fu, Yuxuan Gao, Ruijun Ge, Tianle Gu, Lujun Gui, Jiaxuan Guo, Qianxi He, Yuenan Hou, Xuhao Hu, Hong Huang, Kaichen Huang, Shiyang Huang, Yuxian Jiang, Shanzhe Lei, Jie Li, Lijun Li, Hao Li, Juncheng Li, Xiangtian Li, Yafu Li, Lingyu Li, Xueyan Li, Haotian Liang, Dongrui Liu, Qihua Liu, Zhixuan Liu, Bangwei Liu, Huacan Liu, Yuexiao Liu, Zongkai Liu, Chaochao Lu, Yudong Lu, Xiaoya Lu, Zhenghao Lu, Qitan Lv, Caoyuan Ma, Jiachen Ma, Xiaoya Ma, Zhongtian Ma, Lingyu Meng, Ziqi Miao, Yazhe Niu, Yuezhang Peng, Yuan Pu, Han Qi, Chen Qian, Xingge Qiao, Jingjing Qu, Jiashu Qu, Wanying Qu, Wenwen Qu, Xiaoye Qu, Qihan Ren, Qingnan Ren, Qingyu Ren, Jing Shao, Wenqi Shao, Shuai Shao, Dongxing Shi, Xin Song, Xinhao Song, Yan Teng, Xuan Tong, Yingchun Wang, Xuhong Wang, Shujie Wang, Xin Wang, Yige Wang, Yixu Wang, Yuanfu Wang, Futing Wang, Ruofan Wang, Wenjie Wang, Yajie Wang, Muhao Wei, Xiaoyu Wen, Fenghua Weng, Yuqi Wu, Yingtong Xiong, Xingcheng Xu

CoRR, July, 2025

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning.

Shuang Chen, Yue Guo, Zhaochen Su, Yafu Li, Yulun Wu, Jiacheng Chen, Jiayu Chen, Weijie Wang, Xiaoye Qu, Yu Cheng

CoRR, June, 2025

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models.

Tingchen Fu, Jiawei Gu, Yafu Li, Xiaoye Qu, Yu Cheng

CoRR, May, 2025

Learning to Reason under Off-Policy Guidance.

Jianhao Yan, Yafu Li, Zican Hu, Zhi Wang, Ganqu Cui, Xiaoye Qu, Yu Cheng, Yue Zhang

CoRR, April, 2025

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond.

Xiaoye Qu, Yafu Li, Zhaochen Su, Weigao Sun, Jianhao Yan, Dongrui Liu, Ganqu Cui, Daizong Liu, Shuxian Liang, Junxian He, Peng Li, Wei Wei, Jing Shao, Chaochao Lu, Yue Zhang, Xian-Sheng Hua, Bowen Zhou, Yu Cheng

CoRR, March, 2025

Multi-LLM Collaborative Search for Complex Problem Solving.

Sen Yang, Yafu Li, Wai Lam, Yu Cheng

CoRR, February, 2025

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback.

Yafu Li, Xuyang Hu, Xiaoye Qu, Linjie Li, Yu Cheng

CoRR, January, 2025

From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning.

Yafu Li, Zhilin Wang, Tingchen Fu, Ganqu Cui, Sen Yang, Yu Cheng

CoRR, January, 2025

MCRanker: Generating Diverse Criteria On-the-Fly to Improve Pointwise LLM Rankers.

Fang Guo, Wenyu Li, Honglei Zhuang, Yun Luo, Yafu Li, Le Yan, Qi Zhu, Yue Zhang

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

Keyphrase Generation Based on the Fusion of Sequence and Word Graph Features.

Heng Yu, Yafu Li, Wu Zhuang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Keys to Robust Edits: From Theoretical Insights to Practical Advances.

Jianhao Yan, Futing Wang, Yun Luo, Yafu Li, Yue Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing.

Zhilin Wang, Yafu Li, Jianhao Yan, Yu Cheng, Yue Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

SEE: Continual Fine-tuning with Sequential Ensemble of Experts.

Zhilin Wang, Yafu Li, Xiaoye Qu, Yu Cheng

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Lost in Literalism: How Supervised Training Shapes Translationese in LLMs.

Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui, Yongjing Yin, Tong Xiao, Yue Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

On compositional generalization of transformer-based neural machine translation.

Yongjing Yin, Lian Fu, Yafu Li, Yue Zhang

Inf. Fusion, 2024

Keys to Robust Edits: from Theoretical Insights to Practical Advances.

Jianhao Yan, Futing Wang, Yun Luo, Yafu Li, Yue Zhang

CoRR, 2024

LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation.

Yongjing Yin, Jiali Zeng, Yafu Li, Fandong Meng, Yue Zhang

CoRR, 2024

Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers.

Fang Guo, Wenyu Li, Honglei Zhuang, Yun Luo, Yafu Li, Le Yan, Yue Zhang

CoRR, 2024

Potential and Challenges of Model Editing for Social Debiasing.

Jianhao Yan, Futing Wang, Yafu Li, Yue Zhang

CoRR, 2024

Understanding In-Context Learning from Repetitions.

Jianhao Yan, Jin Xu, Chiyu Song, Chenming Wu, Yafu Li, Yue Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multi-level Contrastive Learning for Keyphrase Generation.

Yafu Li, Shinian Li, Heng Yu, Wu Zhuang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation.

Yongjing Yin, Jiali Zeng, Yafu Li, Fandong Meng, Yue Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

What Have We Achieved on Non-autoregressive Translation?

Yafu Li, Huajian Zhang, Jianhao Yan, Yongjing Yin, Yue Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text.

Yafu Li, Zhilin Wang, Leyang Cui, Wei Bi, Shuming Shi, Yue Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

MAGE: Machine-generated Text Detection in the Wild.

Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Zhilin Wang, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi

CoRR, 2023

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.

Yun Luo, Zhen Yang, Fandong Meng, Yafu Li, Jie Zhou, Yue Zhang

CoRR, 2023

Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation.

Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang, Ming Zhong, Jianhao Yan, Yafu Li, Judy Li, Michael Zhu, Yue Zhang

CoRR, 2023

Deepfake Text Detection in the Wild.

Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang

CoRR, 2023

Consistency Regularization Training for Compositional Generalization.

Yongjing Yin, Jiali Zeng, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective.

Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie, Yue Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Explicit Syntactic Guidance for Neural Text Generation.

Yafu Li, Leyang Cui, Jianhao Yan, Yongjing Yin, Wei Bi, Shuming Shi, Yue Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation.

Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang, Ming Zhong, Jianhao Yan, Yafu Li, Judy Li, Xianchao Zhu, Yue Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Label Attention Network for Structured Prediction.

Leyang Cui, Yafu Li, Yue Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Multi-Granularity Optimization for Non-Autoregressive Translation.

Yafu Li, Leyang Cui, Yongjing Yin, Yue Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Categorizing Semantic Representations for Neural Machine Translation.

Yongjing Yin, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Prompt-Driven Neural Machine Translation.

Yafu Li, Yongjing Yin, Jing Li, Yue Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Sentence-State LSTMs For Sequence-to-Sequence Learning.

Xuefeng Bai, Yafu Li, Zhirui Zhang, Mingzhou Xu, Boxing Chen, Weihua Luo, Derek F. Wong, Yue Zhang

Proceedings of the Natural Language Processing and Chinese Computing, 2021

On Compositional Generalization of Neural Machine Translation.

Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021