Xiaopeng Li

26 papers A* 5B 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
EMSEdit: Efficient Multi-Step Meta-Learning-based Model Editing.
WWW
Xiaopeng Li, Shasha Li, Xi Wang, Shezheng Song, Bin Ji, Shangwen Wang, Jun Ma, Xiaodong Liu, Mina Liu, Jie Yu
2026 A* conf
Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs.
AAAI
Shezheng Song, Kangcheng Ding, Shan Zhao, Shasha Li, Xiaopeng Li, Chengyu Wang, Qian Wan, Bin Ji, Jie Yu
2026 J jnl
SEAttack: A self-evolving jailbreak attack to induce toxic responses for non-toxic queries in large language models.
Inf. Process. Manag.
Huijun Liu, Shasha Li, Bin Ji, Xiaohu Du, Xiaopeng Li, Jun Ma, Jie Yu
2025 J jnl
How to Bridge the Gap Between Modalities: Survey on Multimodal Large Language Model.
IEEE Trans. Knowl. Data Eng.
Shezheng Song, Xiaopeng Li, Shasha Li, Shan Zhao, Jie Yu, Jun Ma, Xiaoguang Mao, Weimin Zhang, Meng Wang
2025 — conf
Identifying Knowledge Editing Types in Large Language Models.
KDD (2)
Xiaopeng Li, Shasha Li, Shangwen Wang, Shezheng Song, Bin Ji, Huijun Liu, Jun Ma, Jie Yu
2025 B conf
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment.
IJCNN
Binrui Zeng, Bin Ji, Xiaodong Liu, Jie Yu, Shasha Li, Jun Ma, Xiaopeng Li, Shangwen Wang, Xinran Hong, Yongtao Tang
2025 A* conf
Model Editing for LLMs4Code: How Far are we?
ICSE
Xiaopeng Li, Shangwen Wang, Shasha Li, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Bin Ji, Weimin Zhang
2025 J jnl
Rethinking the Residual Distribution of Locate-then-Editing Methods in Model Editing.
CoRR
Xiaopeng Li, Shanwen Wang, Shasha Li, Shezheng Song, Bin Ji, Jun Ma, Jie Yu
2025 A* conf
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering.
AAAI
Xiaopeng Li, Shasha Li, Shezheng Song, Huijun Liu, Bin Ji, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang
2025 — conf
SWSC: Compressing Large Language Models via Sharing Weights for Similar Channels.
CSAI
Binrui Zeng, Yongtao Tang, Bin Ji, Xiaodong Liu, Xiaopeng Li, Jie Yu
2025 J jnl
SWSC: Shared Weight for Similar Channel in LLM.
CoRR
Binrui Zeng, Yongtao Tang, Xiaodong Liu, Xiaopeng Li
2025 J jnl
Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience.
CoRR
Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Bin Ji, Jun Ma, Xiaodong Liu, Jing Wang, Feilong Bao, Jianfeng Zhang, Baosheng Wang, Jie Yu
2025 J jnl
Step More: Going Beyond Single Backpropagation in Meta Learning Based Model Editing.
CoRR
Xiaopeng Li, Shasha Li, Xi Wang, Shezheng Song, Bin Ji, Shangwen Wang, Jun Ma, Xiaodong Liu, Mina Liu, Jie Yu
2024 — conf
DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model.
PRCV (5)
Shezheng Song, Shasha Li, Jie Yu, Shan Zhao, Xiaopeng Li, Jun Ma, Xiaodong Liu, Zhuo Li, Xiaoguang Mao
2024 J jnl
DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model.
CoRR
Shezheng Song, Shasha Li, Jie Yu, Shan Zhao, Xiaopeng Li, Jun Ma, Xiaodong Liu, Zhuo Li, Xiaoguang Mao
2024 J jnl
DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking.
CoRR
Shezheng Song, Shasha Li, Shan Zhao, Xiaopeng Li, Chengyu Wang, Jie Yu, Jun Ma, Tianwei Yan, Bin Ji, Xiaoguang Mao
2024 J jnl
Identifying Knowledge Editing Types in Large Language Models.
CoRR
Xiaopeng Li, Shangwen Wang, Shezheng Song, Bin Ji, Huijun Liu, Shasha Li, Jun Ma, Jie Yu
2024 J jnl
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment.
CoRR
Binrui Zeng, Bin Ji, Xiaodong Liu, Jie Yu, Shasha Li, Jun Ma, Xiaopeng Li, Shangwen Wang, Xinran Hong
2024 J jnl
MOSABench: Multi-Object Sentiment Analysis Benchmark for Evaluating Multimodal Large Language Models Understanding of Complex Image.
CoRR
Shezheng Song, Chengxiang He, Shasha Li, Shan Zhao, Chengyu Wang, Tianwei Yan, Xiaopeng Li, Qian Wan, Jun Ma, Jie Yu, Xiaoguang Mao
2024 J jnl
Model Editing for LLMs4Code: How Far are We?
CoRR
Xiaopeng Li, Shangwen Wang, Shasha Li, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Bin Ji, Weimin Zhang
2024 A* conf
PMET: Precise Model Editing in a Transformer.
AAAI
Xiaopeng Li, Shasha Li, Shezheng Song, Jing Yang, Jun Ma, Jie Yu
2024 J jnl
PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment.
CoRR
Shezheng Song, Shasha Li, Shan Zhao, Chengyu Wang, Xiaopeng Li, Jie Yu, Qian Wan, Jun Ma, Tianwei Yan, Wentao Ma, Xiaoguang Mao
2024 J jnl
SWEA: Changing Factual Knowledge in Large Language Models via Subject Word Embedding Altering.
CoRR
Xiaopeng Li, Shasha Li, Bin Ji, Shezheng Song, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang
2023 J jnl
How to Bridge the Gap between Modalities: A Comprehensive Survey on Multimodal Large Language Model.
CoRR
Shezheng Song, Xiaopeng Li, Shasha Li
2023 J jnl
PMET: Precise Model Editing in a Transformer.
CoRR
Xiaopeng Li, Shasha Li, Shezheng Song, Jing Yang, Jun Ma, Jie Yu
2023 — conf
Transforming Logistics and Express Delivery: A Case Study on the Implementation of a Digitized User Experience Management System.
CCHI
Wei He, Lifang Liao, Xiaopeng Li, Min Qiu, Yanan Dang, Zhigang Wei, Bin Wang