Xinyan Guan

1. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
   2025/02/03 by Xinyan Guan, Guan, Xinyan, Jiali Zeng +15 · 9 voices · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting
   2023/11/22 by Xinyan Guan, Guan, Xinyan, Yanjiang Liu +11 · 8 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
3. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
   2025/01/07 by Hao Zheng, Zheng, Hao, Xinyan Guan +16 · 13 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study
   2025/06/05 by Yongyu Mu, Mu, Yongyu, Jiali Zeng +13 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change
   2022/10/31 by Zhaochen Su, Su, Zhaochen, Zecheng Tang +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
   2024/11/18 by Xinyan Guan, Yanjiang Liu, Guan, Xinyan +19 · 2 citations
   Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Scientific Computing and Data Management #Semantic Web and Ontologies
7. ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch
   2025/06/04 by Jiawei Chen, Chen, Jiawei, Xinyan Guan +17 · 4 citations
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling