C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning. - Ji Ma 008; Wei Suo; Peng Wang 015; Yanning Zhang 001 (IJCAI, 2024)

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models. - Wei Suo; Ji Ma 008; Mengyang Sun; Lin Yuanbo Wu; Peng Wang 015; Yanning Zhang (CoRR, 2024)

Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers. - Ji Ma 008; Wei Suo; Peng Wang 015; Yan-Ning Zhang 001 (CoRR, 2025)

Mitigating Information Loss under High Pruning Rates for Efficient Large Vision Language Models. - Mingyu Fu; Wei Suo; Ji Ma 008; Lin Yuanbo Wu; Peng Wang 015; Yanning Zhang 001 (CoRR, 2025)