Shicheng Xu
- Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
2023/04/28 by Shicheng Xu, Liang Pang, Xu, Shicheng +7 · 22 citations
Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling
- A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 34 citations
Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
- Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
2024/10/16 by Shicheng Xu, Liang Pang, Xu, Shicheng +7 · 10 citations
Decision Sciences · Computer Science · Engineering · #Risk and Safety Analysis #Topic Modeling #Advanced Data Processing Techniques
- Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images
2023/11/23 by Shicheng Xu, Danyang Hou, Xu, Shicheng +11 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Total squared mean curvature of immersed submanifolds in a negatively curved space
2021/06/03 by Yanyan Niu, Niu, Yanyan, Shicheng Xu +1 · 1 citation
Mathematics · #53C21 #53C42 #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometry and complex manifolds #Point processes and geometric inequalities
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
2024/02/28 by Shicheng Xu, Xu, Shicheng, Liang Pang +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Plot Retrieval as an Assessment of Abstract Semantic Association
2023/11/03 by Shicheng Xu, Xu, Shicheng, Liang Pang +13 · 1 citation
Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior