Thinking Before You Speak: A Proactive Test-time Scaling Approach. - Cong Liu 001; Wenchang Chai; Hejun Wu; Yan Pan 002; Pengxu Wei; Liang Lin (CoRR, 2025)

Verifying energy generation via edge LLM for web3-based decentralized clean energy networks. - Shan Jiang 005; Wenchang Chai; Mingjin Zhang; Jiannong Cao 001; Shichang Xuan; Jiaxing Shen (Inf. Fusion, 2026)