Xiyu Liu

According to our database, Xiyu Liu authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Beyond the Covariance Trap: Unlocking Generalization in Same-Subject Knowledge Editing for Large Language Models.

Xiyu Liu, Qingyi Si, Zhengxiao Liu, Chenxu Yang, Naibin Gu, Zheng Lin

CoRR, March, 2026

System 1&2 Synergy via Dynamic Model Interpolation.

Chenxu Yang, Qingyi Si, Chong Tian, Xiyu Liu, Dingyu Yao, Chuanyu Qin, Zheng Lin, Weiping Wang, Jiaqi Wang

CoRR, January, 2026

2025

Unveiling and Eliminating the Shortcut Learning for Locate-Then-Edit Knowledge Editing via Both Subject and Relation Awareness.

Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Ji Xiang, Weiping Wang

CoRR, June, 2025

CBP-Tuning: Efficient Local Customization for Black-box Large Language Models.

Jiaxuan Zhao, Naibin Gu, Yuchen Feng, Xiyu Liu, Peng Fu, Zheng Lin, Weiping Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models.

Naibin Gu, Peng Fu, Xiyu Liu, Ke Ma, Zheng Lin, Weiping Wang

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

BeamLoRA: Beam-Constraint Low-Rank Adaptation.

Naibin Gu, Zhenyu Zhang, Xiyu Liu, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang

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

Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models.

Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Wanli Ma, Ji Xiang, Weiping Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Meta-pattern-enhanced Generative Few-shot Attribute Extraction Framework for Open-world Sparse Corpora.

Xiyu Liu, Xiaobo Guo, Xin Wang, Zeyi Liu, Nan Mu, Tianshu Fu, Ji Xiang

Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning.

Naibin Gu, Peng Fu, Xiyu Liu, Bowen Shen, Zheng Lin, Weiping Wang

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

2023

A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning.

Naibin Gu, Peng Fu, Xiyu Liu, Zhengxiao Liu, Zheng Lin, Weiping Wang

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