林丽
职称:中级
所在院系:计算机工程系
研究方向:大数据分析;序列建模;认知推理;多模态学习
电话:
邮箱:linli321@seu.edu.cn
个人简介
I’m currently an Assistant Professor at the School of Computer Science and Engineering in Southeast University.
I am also affiliated with the DiTing (Data FusIon and IoT IntelliGence) Lab.


研究方向
My research interests lie in the fields of sequential modeling, multimodal learning, and reasoning on LLMs.
In particular, I am interested in multimodel LLMs and focusing on:
* Reasoning and Efficient Prompting on LLMs
* Multimodal Prediction and Decision-making
* Sequential Forecasting and Generation


教育经历
* 博士, 软件工程, 清华大学, 2022
* 学士, 计算机科学与技术, 西安交通大学, 2016


工作经历
科研项目
论文著作

(1) Li Lin; Lijie Wen; Jianmin Wang; MM-Pred: A Deep Predictive Model for Multi-attribute Event Sequence, SIAM International Conference on Data Mining (SDM19)

(2) Li Lin; Yixin Cao; Lifu Huang; Shu'Ang Li; Xuming Hu; Lijie Wen; Jianmin Wang ; What Makes the Story Forward?, The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’22)

(3) Li Lin; Zan Zong; Lijie Wen; Chen Qian; Shuang Li; Jianmin Wang ; MM-CPred: A Multi-task Predictive Model for Continuous-Time Event Sequences with Mixture Learning Losses, The 26th International Conference on Database Systems for Advanced Applications (DASFAA 2021)

(4) Xinwei Li; Li Lin*; Shuai Wang; Chen Qian; Self-Improving Teacher Cultivates Better Student: Distillation Calibration for Multimodal Large Language Models, The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’24)

(5) Zhiyuan Zhou, Li Lin*, Hai Wang, Xiaolei Zhou, Gong Wei, and Shuai Wang. 2024. A Cross-Domain Method for Customer Lifetime Value Prediction in Supply Chain Platform[C]// In Proceedings of the ACM Web Conference 2024 (WWW ’24)


专利
获奖情况
  • 联系方式
  • 通信地址:南京市江宁区东南大学路2号东南大学九龙湖校区计算机学院
  • 邮政编码:211189
  • ​办公地点:东南大学九龙湖校区计算机楼
  • 学院微信公众号