Liu, Xiaoou

1. Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
   2025/03/20 by Liu, Xiaoou, Chen, Tiejin, Da, Longchao +3 · 26 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
   2025/03/06 by Adnan Shahid, Adrian Kliks, Shahid, Adnan +229 · 11 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
3. Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses
   2025/02/24 by Tiejin Chen, Xiaoou Liu, Chen, Tiejin +9 · 5 citations
   Social Sciences · Computer Science · #Computational and Text Analysis Methods #Topic Modeling
4. Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology
   2025/02/24 by Longchao Da, Xiaoou Liu, Da, Longchao +7 · 3 citations
   Computer Science · Social Sciences · #68Q32 #68T37 #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #Law, AI, and Intellectual Property #Symbolic Computation (cs.SC)