Chengzhengxu Li
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
AI×1Crypto×1NLP×1
Frequent co-authors
Research Timeline
2026
MGTEVAL: An Interactive Platform for Systemtic Evaluation of Machine-Generated Text Detectors
The paper introduces MGTEVAL, a comprehensive and extensible platform designed to systematically evaluate the performance, robustness, and efficiency of machine-generated text detectors.
Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor
The paper introduces Thinking as Compression (TaC), a novel paradigm showing that the inherent reasoning process of a large language model can naturally compress long context inputs, outperforming dedicated compression methods.
Highlighted terms show continued research focus across papers
Papers
cs.AIRecentMay 27, 2026
Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor
Guoxin Ma, Yibing Liu, Chengzhengxu Li, Yu Liang +6 more
The paper introduces Thinking as Compression (TaC), a novel paradigm showing that the inherent reasoning process of a large language model can naturally compress long context inputs, outperforming ded…
View →
cs.CRcs.CLRecentApr 28, 2026