姓名: 李东阳

性别: 女

职称: 讲师

Email: dongyangli.ldy@shiep.edu.cn

办公地址: 人工智能学部A308

个人简介:

研究方向:

单/多模态大模型、多智能体

主讲课程:
数据挖掘、人工智能引论

科研成果:
[1] Dongyang   Li, Junbing Yan, Taolin Zhang, Chengyu   Wang*, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang. On the Role of   Long-tail Knowledge in Retrieval Augmented Large Language Models[C]//   Proceedings of ACL. 2024.120–126.   (CCF-A类论文, 第一作者)

[2] Dongyang Li, Taolin   Zhang, Nan Hu, Chengyu Wang, Xiaofeng He. HiCLRE: A Hierarchical Contrastive   Learning Framework for Distantly Supervised Relation Extraction[C]//   Proceedings of ACL. 2022. 2567–2578. (CCF-A类论文, 第一作者)

[3] Haizhou Du, Jiujiu Li, Dongyang   Li*, Luobin Huang, Lisheng Wang. Mnemosyne: Accelerating Multi-Hop   Question Answering via Cache Hit Order Fitting[C]// Proceedings of AAAI. 2026.(CCF-A类论文, 通讯作者)

[4]   Yukun Cao, Zirui Xu, Dongyang Li*, Zhihao Guo, Luobin Huang,   LishengWang DCTR Dual-Constraint   Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented   Generation[C]// Proceedings of AAAI. 2026.(CCF-A类论文, 通讯作者)

[5] Taolin Zhang, Qizhou Chen, Dongyang Li, Chengyu Wang*,   Xiaofeng He*, Longtao Huang, Hui Xue, Jun Huang. DAFNet: Dynamic Auxiliary   Fusion for Sequential Model Editing in Large Language Models [C]//   Proceedings of ACL. 2024. (CCF-A   类会议, 共同一作)

[6] Dongyang   Li, Taolin Zhang, Longtao Huang,   Chengyu Wang, Xiaofeng He*, Hui Xue. KEHRL: Learning Knowledge-Enhanced   Language Representations with Hierarchical Reinforcement Learning[C]//   Proceedings of COLING. 2024.9693–9704   (CCF-B类论文, 第一作者)

[7] Dongyang Li, Taolin   Zhang, Jiali Deng, Longtao Huang, Chengyu Wang, Xiaofeng He*, Hui Xue.   UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot   Cross-Lingual Natural Language Understanding[C]// Proceedings of COLING.2024.   (CCF-B 类会议, 第一作者)

[8] Taolin Zhang,   Dongyang Li , Qizhou Chen, Chengyu Wang, Longtao Huang, Hui Xue, Xiaofeng   He*, Jun Huang. R4: Reinforced Retriever-Reorder-Responder for   Retrieval-Augmented Large Language Models [C]//Proceedings of ECAI. 2024. (CCF-B 类会议, 共同一作)

[9] Dongyang   Li, Ruixue Ding, Pengjun Xie, and Xiaofeng He*. MCFC: A Momentum-Driven   Clicked Feature Compressed Pre-trained Language Model for Information   Retrieval[C]// Proceedings of NLPCC. 2024. (CCF-C 类会议，第一作者)

[10] Dongyang   Li, Ruixue Ding, Qiang Zhang, Zheng Li, Boli Chen, Pengjun Xie, Yao Xu,   Xin Li, Ning Guo, Fei Huang, Xiaofeng He*. GeoGLUE: A Chinese GeoGraphic   Language Understanding Evaluation Benchmark[C]//Proceedings of ADMA. 2024. (CCF-C 类会议, 第一作者)

[11] Feifei Xu,   Puzhe Li, Dongyang Li*, Luobin Huang, and Wenjing Zhu. Text-Driven   Hybrid Curriculum Learning for Multimodal Sentiment Analysis[C]//Proceedings   of MMM. 2026. (CCF-C 类会议, 通讯作者)

[12]Feifei Xu,   Wenjing Zhu, Dongyang Li*, and Puzhe Li. Text-Driven Hybrid Curriculum   Learning for Multimodal Sentiment Analysis[C]//Proceedings of MMM. 2026. (CCF-C 类会议, 通讯作者)

科研项目:
横向项目：基于大模型的工业设备智能运维知识平台项目的算法研究（主持）

纵向项目：上海电力大学校级科研创新专项基金项目（主持）、上海市教委人工智能专项计划（主要参与人、排名第三）