CV

Introduction

Hi! My name is Li Lin (林丽). 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.

Education

• Ph.D in School of Software, Tsinghua University, 2022
• B.S. in Department of Computer Science and Techonology, Xi’an Jiaotong University, 2016

Research Outline

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

Publications

DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion

Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Logistics Audience Expansion

Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting

MulSTE: A Multi-view Spatio-temporal Learning Framework with Heterogeneous Event Fusion for Demand-supply Prediction

Self-Improving Teacher Cultivates Better Student: Distillation Calibration for Multimodal Large Language Models

A Cross Domain Method for Customer Lifetime Value Prediction in Supply Chain Platform

A predict-then-optimize couriers allocation framework for emergency last-mile logistics

What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation

Teaching

Introduction to Computer Systems

DataBase Systems

Service

• Member of Program Committee: EMNLP 2022-2023
• Reviewer: AAAI 2022, SIGIR 2023, ACL 2023, SIGKDD 2023-2024

Prospective Students

We sincerely welcome interested students! Thanks for your interest in joining our group!