9 citations · 30 across the 14 of their papers we have counts for
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cs.CL2026
Counting and Min-Cost Encoding for Tokenization in Large Language Models
Shuming Shi, Xiang Zhang, Hao Yu +7
Mainstream large language models rely on a tokenizer to encode text into a token sequence. Different tokenizers may yield token sequences of substantially different lengths for the…
cs.CV2026
MS-MFAD : Multimodal large language models for Face Anti-spoofing Detection
Xiaoyong Yu, Rongzhen Li, Shuming Shi +1
Facial biometric recognition systems currently face compound threats intertwining generative AI and high-fidelity physical spoofing. Existing defenses suffer from systemic bottlene…