Xu, Panpan

1. 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
2. Graph Neural Prompting with Large Language Models
   2023/09/27 by Tian, Yijun, Song, Huan, Wang, Zichen +5 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
   2024/10/29 by Dezhan Tu, Danylo Vashchilenko, Tu, Dezhan +5 · 12 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
4. Reinforcement Learning for Self-Improving Agent with Skill Library
   2025/12/18 by Jiongxiao Wang, Qiaojing Yan, Wang, Jiongxiao +15 · 5 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
5. Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models
   2021/08/08 by Zhao, Zhenge, Xu, Panpan, Scheidegger, Carlos +1 · 1 citation
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
6. SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph
   2025/10/22 by Li, Jiazheng, Wang, Yawei, Yan, David +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)