Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders. - Boqiang Zhang; Lei Ke; Ruihan Yang; Qi Gao; Tianyuan Qu; Rossell Chen; Dong Yu 001; Leoweiliang (CoRR, 2026)