About Me
I am a four-year undergraduate student at Southwest University.
My research interests include:
- Information Retrieval (especially RAG)
- Large Language Models
- Multi-Agent Systems
News
- 2026.07 One paper accepted to WISA 2026.
- 2026.05 Started my internship at Tencent CSIG.
- 2026.01 One paper accepted to WWW 2026 Demo.
- 2025.11 One paper accepted to AAAI 2026.
- 2023.09 Started my Undergraduate at Southwest University.
Selected Publications
ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration
Published in Under Review, 2026
We introduce a unified graph-based evaluation framework and ForestBench, which maps heterogeneous multi-agent execution traces into comparable collaboration graphs and evaluates them against query-specific forests of verified-success references.
NGM-RAG: Neural Graph Matching based Retrieval-Augmented Generation
Published in The 23rd CCF Conference on Web Information Systems and Applications, 2026
NGM-RAG is a novel RAG framework combined with graph structure, which improves the retrieval and generation effects in multi-hop reasoning and complex question-answering tasks by integrating multiple matching methods.
RISE: A Retrieval-Augmented Generation Enhanced Immersive System for Education
Published in Companion Proceedings of the ACM Web Conference, 2026
We have developed an immersive education system based on RAG, MCP, and virtual digital humans.
LiR^3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation
Published in The Association for the Advancement of Artificial Intelligence, 2026
We explored the reasoning strategies of reasoning models in RAG multi-hop QA tasks, finally proposed a lightweight framework that improves performance while significantly reducing reasoning overhead by integrating three modules.