Yucheng Shi

1. Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
   2024/04/17 by Zihao Li, Yucheng Shi, Li, Zihao +10 · 19 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. Black-box Backdoor Defense via Zero-shot Image Purification
   2023/03/21 by Yucheng Shi, Shi, Yucheng, Mengnan Du +7 · 8 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Advanced Image Processing Techniques
3. Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
   2024/03/28 by Yucheng Shi, Qiaoyu Tan, Shi, Yucheng +9 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
4. MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
   2023/09/27 by Yucheng Shi, Shi, Yucheng, Shaochen Xu +11 · 4 citations
   Computer Science · #Topic Modeling #Machine Learning in Healthcare
5. MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment
   2025/07/08 by Yucheng Shi, Wenhao Yu, Shi, Yucheng +13 · 12 citations
   Computer Science · Psychology · #Reinforcement Learning in Robotics #Social Robot Interaction and HRI #Multimodal Machine Learning Applications
6. GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction
   2023/08/18 by Yucheng Shi, Shi, Yucheng, Yushun Dong +7 · 2 citations
   Computer Science · Medicine · #Advanced Graph Neural Networks #Radiomics and Machine Learning in Medical Imaging #Domain Adaptation and Few-Shot Learning
7. Automated Natural Language Explanation of Deep Visual Neurons with Large Models
   2023/10/16 by Chenxu Zhao, Zhao, Chenxu, Qian, Wei +6 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
8. Automating Expert-Level Medical Reasoning Evaluation of Large Language Models
   2025/07/10 by Shuang Zhou, Wenya Xie, Zhou, Shuang +32 · 4 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
9. SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
   2025/02/18 by Yucheng Shi, Tianze Yang, Shi, Yucheng +10 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Theory (cs.IT) #Topic Modeling
10. UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture
    2024/10/31 by Sitian Chen, Chen, Sitian, Amelie Chi Zhou +7 · 2 citations
    Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Modular Robots and Swarm Intelligence
11. ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs
    2023/05/03 by Yucheng Shi, Hehuan Ma, Shi, Yucheng +12 · 1 citation
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Text Readability and Simplification
12. Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
    2024/10/11 by Wenlong Wang, Ivana Dusparić, Wang, Wenlong +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
13. Source-free and black-box domain adaptation via distributionally adversarial training
    2023/06/08 by Yucheng Shi, Kunhong Wu, Yahong Han +3 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Adversarial Robustness in Machine Learning
14. Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning
    2026/07/21 by Junyao Yang, Yucheng Shi, Zongxia Li +6
    #cs.LG #cs.CL