EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models. - Zekun Wang 001; Minghua Ma; Zexin Wang; Rongchuan Mu; Liping Shan; Ming Liu 004; Bing Qin 001 (ACL (1), 2025)

Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner. - Tao He; Rongchuan Mu; Lizi Liao; Yixin Cao 002; Ming Liu 004; Bing Qin 001 (CoRR, 2025)