CV
Jiarui Ji
Summary
Currently a second-year M.E. student at the Gaoling School of Artificial Intelligence
Education
- Ph.D. in Artificial IntelligenceRenmin University of China
- M.E. in Artificial Intelligence2025Renmin University of China
- B.E. in Data Science and Big Data Technology2023Tongji University
Publications
- GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation2026Accepted by the 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026This paper introduces Graphia, the first general LLM-based framework for simulating dynamic social graphs, enabling graph-supervised post-training that aligns agent behaviors with both local interactions and emergent network structure.
- Leveraging LLM-based agents for social science research: insights from citation network simulations2026Humanities and Social Sciences Communications (SSCI Q1, AHCI Q1)This paper presents an LLM-agent-based platform for simulating citation network dynamics, which enables controlled experimentation in academic environments.
- LLM-Based Multi-Agent Systems are Scalable Graph Generative Models2025The 63rd Annual Meeting of the Association for Computational Linguistics (ACL Findings)This paper explores LLM-based multi-agent systems as scalable graph generative models.
- SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-Based Agent2024Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)This paper presents SRAP-Agent, a framework for simulating and optimizing scarce resource allocation policies using LLM-based agents.