Xianzhen Luo

1. From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
   2025/11/23 by Jian Yang, Yang, Jian, Xianglong Liu +143 · 7 voices · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
2. Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
   2024/08/16 by Xianzhen Luo, Yixuan Wang, Luo, Xianzhen +11 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
   2025/05/17 by Xuanle Zhao, Xuexin Liu, Zhao, Xuanle +11 · 10 citations
   Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing
4. Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
   2024/02/16 by Xianzhen Luo, Luo, Xianzhen, Qingfu Zhu +12 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
5. Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
   2024/06/25 by Yixuan Wang, Xianzhen Luo, Wang, Yixuan +15 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
6. CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability
   2026/02/03 by Xianzhen Luo, Jingyuan Zhang, Shiqi Zhou +8 · 1 voice · 1 citation
   #cs.CR #cs.AI
7. The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence
   2026/05/31 by Aili Chen, Aonian Li, Baichuan Zhou +215 · 3 citations
   Computer Science · #cs.AI #cs.CL #cs.LG