Xiaopeng Li

According to our database, Xiaopeng Li authored at least 24 papers between 2023 and 2026.

Collaborative distances:

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

2026

SEAttack: A self-evolving jailbreak attack to induce toxic responses for non-toxic queries in large language models.

Huijun Liu, Shasha Li, Bin Ji, Xiaohu Du, Xiaopeng Li, Jun Ma, Jie Yu

Inf. Process. Manag., 2026

EMSEdit: Efficient Multi-Step Meta-Learning-based Model Editing.

Xiaopeng Li, Shasha Li, Xi Wang, Shezheng Song, Bin Ji, Shangwen Wang, Jun Ma, Xiaodong Liu, Mina Liu, Jie Yu

Proceedings of the ACM Web Conference 2026, 2026

Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs.

Shezheng Song, Kangcheng Ding, Shan Zhao, Shasha Li, Xiaopeng Li, Chengyu Wang, Qian Wan, Bin Ji, Jie Yu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

How to Bridge the Gap Between Modalities: Survey on Multimodal Large Language Model.

Shezheng Song, Xiaopeng Li, Shasha Li, Shan Zhao, Jie Yu, Jun Ma, Xiaoguang Mao, Weimin Zhang, Meng Wang

IEEE Trans. Knowl. Data Eng., September, 2025

Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience.

Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Bin Ji, Jun Ma, Xiaodong Liu, Jing Wang, Feilong Bao, Jianfeng Zhang, Baosheng Wang, Jie Yu

CoRR, August, 2025

Step More: Going Beyond Single Backpropagation in Meta Learning Based Model Editing.

Xiaopeng Li, Shasha Li, Xi Wang, Shezheng Song, Bin Ji, Shangwen Wang, Jun Ma, Xiaodong Liu, Mina Liu, Jie Yu

CoRR, August, 2025

Rethinking the Residual Distribution of Locate-then-Editing Methods in Model Editing.

Xiaopeng Li, Shanwen Wang, Shasha Li, Shezheng Song, Bin Ji, Jun Ma, Jie Yu

CoRR, February, 2025

SWSC: Shared Weight for Similar Channel in LLM.

Binrui Zeng, Yongtao Tang, Xiaodong Liu, Xiaopeng Li

CoRR, January, 2025

Rethinking Residual Distribution in Locate-then-Edit Model Editing.

Xiaopeng Li, Shangwen Wang, Shasha Li, Shezheng Song, Bin Ji, Ma Jun, Jie Yu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Identifying Knowledge Editing Types in Large Language Models.

Xiaopeng Li, Shasha Li, Shangwen Wang, Shezheng Song, Bin Ji, Huijun Liu, Jun Ma, Jie Yu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment.

Binrui Zeng, Bin Ji, Xiaodong Liu, Jie Yu, Shasha Li, Jun Ma, Xiaopeng Li, Shangwen Wang, Xinran Hong, Yongtao Tang

Proceedings of the International Joint Conference on Neural Networks, 2025

Model Editing for LLMs4Code: How Far are we?

Xiaopeng Li, Shangwen Wang, Shasha Li, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Bin Ji, Weimin Zhang

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

SWSC: Compressing Large Language Models via Sharing Weights for Similar Channels.

Binrui Zeng, Yongtao Tang, Bin Ji, Xiaodong Liu, Xiaopeng Li, Jie Yu

Proceedings of the 2025 9th International Conference on Computer Science and Artificial Intelligence, 2025

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering.

Xiaopeng Li, Shasha Li, Shezheng Song, Huijun Liu, Bin Ji, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang

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

2024

LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment.

Binrui Zeng, Bin Ji, Xiaodong Liu, Jie Yu, Shasha Li, Jun Ma, Xiaopeng Li, Shangwen Wang, Xinran Hong

CoRR, 2024

MOSABench: Multi-Object Sentiment Analysis Benchmark for Evaluating Multimodal Large Language Models Understanding of Complex Image.

Shezheng Song, Chengxiang He, Shasha Li, Shan Zhao, Chengyu Wang, Tianwei Yan, Xiaopeng Li, Qian Wan, Jun Ma, Jie Yu, Xiaoguang Mao

CoRR, 2024

PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment.

Shezheng Song, Shasha Li, Shan Zhao, Chengyu Wang, Xiaopeng Li, Jie Yu, Qian Wan, Jun Ma, Tianwei Yan, Wentao Ma, Xiaoguang Mao

CoRR, 2024

DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking.

Shezheng Song, Shasha Li, Shan Zhao, Xiaopeng Li, Chengyu Wang, Jie Yu, Jun Ma, Tianwei Yan, Bin Ji, Xiaoguang Mao

CoRR, 2024

SWEA: Changing Factual Knowledge in Large Language Models via Subject Word Embedding Altering.

Xiaopeng Li, Shasha Li, Bin Ji, Shezheng Song, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang

CoRR, 2024

DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model.

Shezheng Song, Shasha Li, Jie Yu, Shan Zhao, Xiaopeng Li, Jun Ma, Xiaodong Liu, Zhuo Li, Xiaoguang Mao

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

PMET: Precise Model Editing in a Transformer.

Xiaopeng Li, Shasha Li, Shezheng Song, Jing Yang, Jun Ma, Jie Yu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

How to Bridge the Gap between Modalities: A Comprehensive Survey on Multimodal Large Language Model.

Shezheng Song, Xiaopeng Li, Shasha Li

CoRR, 2023

PMET: Precise Model Editing in a Transformer.

Xiaopeng Li, Shasha Li, Shezheng Song, Jing Yang, Jun Ma, Jie Yu

CoRR, 2023

Transforming Logistics and Express Delivery: A Case Study on the Implementation of a Digitized User Experience Management System.

Wei He, Lifang Liao, Xiaopeng Li, Min Qiu, Yanan Dang, Zhigang Wei, Bin Wang

Proceedings of the Eleventh International Symposium of Chinese CHI, 2023