T-Mask: An Active and Accurate Dialogue State Tracking with Token Mask Prediction. - Shezheng Song; Changjian Wang; Dongsong Zhang; Zhen Huang 006; Yuxing Peng 001 (ICTAI, 2021)

SEED: A Cross-Layer Semantic Enhanced SLU Model With Role Context Differentiated Fusion. - Changjian Wang; Dongsong Zhang; Shezheng Song; Zhen Huang 006; Yuxing Peng 001 (ICTAI, 2021)

USET : A network based on Utterance hidden State transfEr for Task-oriented dialogue. - Shezheng Song; Changjian Wang; Dongsong Zhang; Yuxing Peng 001; Yuan Yuan 034; Li Luo (IJCNN, 2021)

PMET: Precise Model Editing in a Transformer. - Xiaopeng Li 006; Shasha Li 001; Shezheng Song; Jing Yang; Jun Ma 025; Jie Yu 008 (CoRR, 2023)

How to Bridge the Gap between Modalities: A Comprehensive Survey on Multimodal Large Language Model. - Shezheng Song; Xiaopeng Li 006; Shasha Li 001 (CoRR, 2023)

PMET: Precise Model Editing in a Transformer. - Xiaopeng Li 006; Shasha Li 001; Shezheng Song; Jing Yang; Jun Ma 015; Jie Yu 008 (AAAI, 2024)

A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking. - Shezheng Song; Shan Zhao 002; Chengyu Wang 008; Tianwei Yan 001; Shasha Li 001; Xiaoguang Mao; Meng Wang 001 (AAAI, 2024)

DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model. - Shezheng Song; Shasha Li 001; Jie Yu 008; Shan Zhao 002; Xiaopeng Li 006; Jun Ma 015; Xiaodong Liu 004; Zhuo Li; Xiaoguang Mao (PRCV (5), 2024)

SWEA: Changing Factual Knowledge in Large Language Models via Subject Word Embedding Altering. - Xiaopeng Li 006; Shasha Li 001; Bin Ji 002; Shezheng Song; Xi Wang 018; Jun Ma 015; Jie Yu 008; Xiaodong Liu 004; Jing Wang; Weimin Zhang (CoRR, 2024)

DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking. - Shezheng Song; Shasha Li 001; Shan Zhao 002; Xiaopeng Li 006; Chengyu Wang 008; Jie Yu 008; Jun Ma 015; Tianwei Yan 001; Bin Ji 002; Xiaoguang Mao (CoRR, 2024)

PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment. - Shezheng Song; Shasha Li 001; Shan Zhao 002; Chengyu Wang 008; Xiaopeng Li 006; Jie Yu 008; Qian Wan 007; Jun Ma 015; Tianwei Yan 001; Wentao Ma; Xiaoguang Mao (CoRR, 2024)

Identifying Knowledge Editing Types in Large Language Models. - Xiaopeng Li 006; Shangwen Wang; Shezheng Song; Bin Ji 002; Huijun Liu 003; Shasha Li 001; Jun Ma 015; Jie Yu 008 (CoRR, 2024)

Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions. - Shezheng Song (CoRR, 2024)

MOSABench: Multi-Object Sentiment Analysis Benchmark for Evaluating Multimodal Large Language Models Understanding of Complex Image. - Shezheng Song; Chengxiang He; Shasha Li 001; Shan Zhao 002; Chengyu Wang 008; Tianwei Yan 001; Xiaopeng Li 006; Qian Wan 007; Jun Ma 015; Jie Yu 008; Xiaoguang Mao (CoRR, 2024)

MOSABench: Multi-Object Sentiment Analysis Benchmark for Evaluating Multimodal Large Language Models Understanding of Complex Image. - Shezheng Song (IEEE DataPort, 2024)

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering. - Xiaopeng Li 006; Shasha Li 001; Shezheng Song; Huijun Liu 003; Bin Ji 002; Xi Wang 018; Jun Ma 015; Jie Yu 008; Xiaodong Liu 004; Jing Wang; Weimin Zhang (AAAI, 2025)

How to Complete Domain Tuning while Keeping General Ability in LLM: Adaptive Layer-wise and Element-wise Regularization. - Shezheng Song; Hao Xu 015; Jun Ma 015; Shasha Li 001; Long Peng 002; Qian Wang; Xiaodong Liu 004; Jie Yu 008 (CoRR, 2025)

Rethinking the Residual Distribution of Locate-then-Editing Methods in Model Editing. - Xiaopeng Li 006; Shanwen Wang; Shasha Li 001; Shezheng Song; Bin Ji 002; Jun Ma 015; Jie Yu 008 (CoRR, 2025)

Hierarchical Label-Enhanced Contrastive Learning for Chinese NER. - Chengyu Wang 008; Shan Zhao 002; Tianwei Yan 001; Shezheng Song; Wentao Ma; Kuien Liu; Meng Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

FRCL-MNER: A Finer Grained Rank-Based Contrastive Learning Framework for Multimodal NER. - Tianwei Yan 001; Shan Zhao 002; Wentao Ma; Shezheng Song; Chengyu Wang 008; Zhibo Rao; Shizhao Chen; Zhigang Luo; Xinwang Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Step More: Going Beyond Single Backpropagation in Meta Learning Based Model Editing. - Xiaopeng Li 006; Shasha Li 001; Xi Wang 018; Shezheng Song; Bin Ji 002; Shangwen Wang; Jun Ma 015; Xiaodong Liu 004; Mina Liu; Jie Yu 008 (CoRR, 2025)

Camel: Energy-Aware LLM Inference on Resource-Constrained Devices. - Hao Xu 015; Long Peng 002; Shezheng Song; Xiaodong Liu 004; Ma Jun; Shasha Li 001; Jie Yu 008; Xiaoguang Mao (CoRR, 2025)

How to Bridge the Gap Between Modalities: Survey on Multimodal Large Language Model. - Shezheng Song; Xiaopeng Li 006; Shasha Li 001; Shan Zhao 002; Jie Yu 008; Jun Ma 015; Xiaoguang Mao; Weimin Zhang; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2025)