Shezheng Song

31 papers A* 5B 3Journal 20Unranked 3
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
RICA: Re-ranking with intra-modal and cross-modal alignment for text-based person search.
Expert Syst. Appl.
Yu Bai, Wentao Ma, Shan Zhao, Tianwei Yan, Shezheng Song, Chengyu Wang, Qian Wan
2026 J jnl
Seeing Right but Saying Wrong: Inter- and Intra-Layer Refinement in MLLMs without Training.
CoRR
Shezheng Song, Shasha Li, Jie Yu
2026 J jnl
Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention.
CoRR
Shezheng Song, Shasha Li, Jie Yu
2025 J jnl
Camel: Energy-Aware LLM Inference on Resource-Constrained Devices.
CoRR
Hao Xu, Long Peng, Shezheng Song, Xiaodong Liu, Ma Jun, Shasha Li, Jie Yu, Xiaoguang Mao
2025 J jnl
FRCL-MNER: A Finer Grained Rank-Based Contrastive Learning Framework for Multimodal NER.
IEEE Trans. Neural Networks Learn. Syst.
Tianwei Yan, Shan Zhao, Wentao Ma, Shezheng Song, Chengyu Wang, Zhibo Rao, Shizhao Chen, Zhigang Luo, Xinwang Liu
2025 J jnl
Hierarchical Label-Enhanced Contrastive Learning for Chinese NER.
IEEE Trans. Neural Networks Learn. Syst.
Chengyu Wang, Shan Zhao, Tianwei Yan, Shezheng Song, Wentao Ma, Kuien Liu, Meng Wang
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 J jnl
How to Complete Domain Tuning while Keeping General Ability in LLM: Adaptive Layer-wise and Element-wise Regularization.
CoRR
Shezheng Song, Hao Xu, Jun Ma, Shasha Li, Long Peng, Qian Wang, Xiaodong Liu, Jie Yu
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 — conf
Psychologically-Aware Retrieval-Augmented Generation for Coherent Role-Playing in LLMs.
PRCV (4)
Wang Xu, Pengyang Shao, Shan Zhao, Shezheng Song, Tianwei Yan, Chengyu Wang
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 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 A* conf
A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking.
AAAI
Shezheng Song, Shan Zhao, Chengyu Wang, Tianwei Yan, Shasha Li, Xiaoguang Mao, Meng Wang
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
Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions.
CoRR
Shezheng Song
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
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 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
A Dual-way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking.
CoRR
Shezheng Song, Shan Zhao, Chengyu Wang, Tianwei Yan, Shasha Li, Xiaoguang Mao, Meng Wang
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
2021 B conf
SEED: A Cross-Layer Semantic Enhanced SLU Model With Role Context Differentiated Fusion.
ICTAI
Changjian Wang, Dongsong Zhang, Shezheng Song, Zhen Huang, Yuxing Peng
2021 B conf
T-Mask: An Active and Accurate Dialogue State Tracking with Token Mask Prediction.
ICTAI
Shezheng Song, Changjian Wang, Dongsong Zhang, Zhen Huang, Yuxing Peng
2021 B conf
USET : A network based on Utterance hidden State transfEr for Task-oriented dialogue.
IJCNN
Shezheng Song, Changjian Wang, Dongsong Zhang, Yuxing Peng, Yuan Yuan, Li Luo