Explainable Innovation Engine: Dual-Tree Agent-RAG with Methods-as-Nodes and Verifiable Write-Back. - Renwei Meng (CoRR, 2026)

Group Resonance Network: Learnable Prototypes and Multi-Subject Resonance for EEG Emotion Recognition. - Renwei Meng (CoRR, 2026)

VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection. - Renwei Meng; Haoyi Wu; Jingming Wang; Haoyan Bai (CoRR, 2026)