Dechang Xu

AI Researcher ยท Federated Learning ยท Privacy-Preserving AI ยท Rust HNSW

๐Ÿ”— Profiles

โญ All Projects

๐Ÿ“ซ Contact

๐Ÿ“ง dechang.xu [at] gmail.com
๐Ÿ”ฌ Xi'an Jiaotong-Liverpool University (XJTLU)
๐Ÿ“ Suzhou, China

๐Ÿง  Five-Layer Hallucination Defense (NeuroSync Original)

L1 โ†’ Retrieval Consistency Check (Vector DB)
L2 โ†’ Vector Fact-Check (Self-built HNSW)
L3 โ†’ CROWN Conformity Defense (ฮด=0.10)
L4 โ†’ Multi-Node Consensus Vote (2/3 threshold)
L5 โ†’ LLM Self-Consistency Check