Divide-and-Specialize CLIP: A Text-Guided Multi-expert Framework for Fine-Grained Action Recognition. - Lingjie Zeng; Hailun Zhang; Xinrui Wang; Zhen Zhai; Qijun Zhao; Hanyang Lin (PRCV (7), 2025)

Shorter, but Still Trustworthy? An Empirical Study of Chain-of-Thought Compression. - Lingjie Zeng; Xiaofan Chen; Yanbo Wang; Xiuying Chen (CoRR, 2026)

PKS4:Parallel Kinematic Selective State Space Scanners for Efficient Video Understanding. - Lingjie Zeng; Hailun Zhang; Xiwen Wang; Qijun Zhao (CoRR, 2026)