Xiao, Ruixuan

1. On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
   2024/06/14 by Lin Long, Long, Lin, Rui Wang +11 · 52 citations
   Decision Sciences · #Scientific Computing and Data Management
2. ProMix: Combating Label Noise via Maximizing Clean Sample Utility
   2022/07/21 by Ruixuan Xiao, Yiwen Dong, Xiao, Ruixuan +9 · 5 citations
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Water Systems and Optimization
3. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
   2024/06/21 by R. W. Xiao, Xiao, Ruixuan, Wentao Ma +13 · 7 citations
   Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning
4. FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models
   2023/11/27 by Xiao, Ruixuan, Dong, Yiwen, Zhao, Junbo +4 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning
   2022/01/22 by Wang, Haobo, Xiao, Ruixuan, Li, Yixuan +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
   2025/08/06 by Hu, Xueyu, Xiong, Tao, Yi, Biao +26 · 16 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
   2024/08/21 by Minghao Liu, Zengfeng Di, Liu, Minghao +29 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
   2025/06/16 by Po‐Kuei Wu, Wu, Pengzuo, Yuhang Yang +23 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies
9. Higher Satisfaction, Lower Cost: A Technical Report on How LLMs Revolutionize Meituan's Intelligent Interaction Systems
   2025/10/15 by Xuxin Cheng, Ke Zeng, Cheng, Xuxin +123 · 1 citation
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences