Beyond Retrieval: Incorporating Personality and Emotion into RAG-Based Conversational Agents
Proc. of ICSC (Oral, Best Paper Award)
Hello! I am a Lecturer in the School of Information Science and Engineering at East China University of Science and Technology. I received my Ph.D. degree from the College of Computer Science and Artificial Intelligence, Fudan University, advised by Prof. Yang Chen and Prof. Xin Wang. I received my M.S. degree from Fujian Normal University, advised by Prof. Li Xu, and my B.S. degree from Anshan Normal University.
My research interests include data mining, graph and hypergraph learning, and graph-based methods for large language models (LLMs). I develop learning methods for complex relational data, with a particular focus on multimodal representation learning that integrates relational, textual, and behavioral signals. My work addresses challenges in trust, safety, and behavior modeling on online platforms and emerging human–machine societies, at the intersection of network science, machine learning, and computational social science.
Alongside method development, I build and release open-source toolkits and benchmark datasets (e.g., EasyGraph, our higher-order network library EasyHypergraph, FediLive, and FediData) so that these evaluations stay reproducible for the community.
💌 I am always actively looking for highly motivated students. Please email me your CV if you are interested in!
Proc. of ICSC (Oral, Best Paper Award)
Proc. of WWW (Oral)
IEEE Transactions on Network Science and Engineering (TNSE)
Proc. of CIKM
Humanities and Social Sciences Communications (Nature Portfolio)
Proc. of CIKM (Resource Track)
Frontiers of Information Technology & Electronic Engineering (FITEE)
Patterns (Cell Press)