Guan, Sheng
- A Systematic Survey of Automatic Prompt Optimization Techniques
2025/02/24 by Ramnath, Kiran, Zhou, Kang, Guan, Sheng +18 · 19 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction
2022/02/16 by Sai Pushpak Nandanoori, Sheng Guan, Nandanoori, Sai Pushpak +11 · 2 citations
Engineering · Computer Science · #Power System Optimization and Stability #Computational Physics and Python Applications #Optimal Power Flow Distribution
- Can Watermarked LLMs be Identified by Users via Crafted Prompts?
2024/10/04 by Liu, Aiwei, Guan, Sheng, Liu, Yiming +6 · 3 citations
#68T50 #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.7
- Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions
2025/02/08 by Junfang Xu, Guoshun Nan, Xu, Jingxin +15 · 1 citation
Engineering · Health Professions · #Safety Systems Engineering in Autonomy #Manufacturing Process and Optimization #Occupational Health and Safety Research
- Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
2025/04/30 by Woo, Sangmin, Zhou, Kang, Zhou, Yun +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences