Tian, Bowei

1. Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers
   2024/10/17 by Shwai He, Tao Ge, He, Shwai +9 · 3 citations
   Engineering · #Modular Robots and Swarm Intelligence
2. Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models
   2025/03/25 by Bowei Tian, Tian, Bowei, Meng Liu +6 · 3 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism
3. CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs
   2025/05/19 by Guoheng Sun, Sun, Guoheng, Ziyao Wang +16 · 3 citations
   Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
4. Predictive Auditing of Hidden Tokens in LLM APIs via Reasoning Length Estimation
   2025/07/29 by Wang, Ziyao, Sun, Guoheng, He, Yexiao +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)