Yan Zheng

1. Prompt Injection attack against LLM-integrated Applications
   2023/06/08 by Yi Liu, Liu, Yi, Gelei Deng +17 · 118 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
2. HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation
   2021/09/12 by Boyan Li, Hongyao Tang, Li, Boyan +13 · 9 citations
   Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
3. MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
   2023/05/31 by Fei Ni, Ni, Fei, Jianye Hao +11 · 11 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Robotic Locomotion and Control #Evolutionary Algorithms and Applications
4. CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis
   2024/07/13 by Yihang Xiao, Jinyi Liu, Xiao, Yihang +21 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Genomics (q-bio.GN) #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Single-cell and spatial transcriptomics
5. MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
   2024/12/31 by Chia-Yuan Chang, Chang, Chia-Yuan, Zhimeng Jiang +19 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
6. Automatic Web Testing using Curiosity-Driven Reinforcement Learning
   2021/03/10 by Yan Zheng, Zheng, Yan, Yi Liu +11 · 4 citations
   Computer Science · #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques #Software Engineering Research
7. SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
   2024/03/06 by Yibin Chen, Yifu Yuan, Chen, Yibin +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spreadsheets and End-User Computing
8. Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning
   2020/05/14 by Jianwen Sun, Tianwei Zhang, Sun, Jianwen +11 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
9. Non-Iterative Solution for Coordinated Optimal Dispatch via Equivalent Projection-Part I: Theory
   2023/02/26 by Zhenfei Tan, Tan, Zhenfei, Yan Zheng +5 · 4 citations
   Engineering · #Optimal Power Flow Distribution #Microgrid Control and Optimization #Smart Grid Energy Management
10. CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
    2024/06/13 by Zibin Dong, Dong, Zibin, Yifu Yuan +11 · 6 citations
    Computer Science · Decision Sciences · #Statistical and Computational Modeling #Simulation Techniques and Applications
11. A Survey on Automated Program Repair Techniques
    2023/03/31 by Kai Huang, Huang, Kai, Zhengzi Xu +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
12. Oxidative Modification and Its Implications for the Neurodegeneration of Parkinson’s Disease
    2016/02/03 by Junjun Zhao, Shuqing Yu, Yan Zheng +2 · 1 citation
13. ERL-Re²: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation
    2022/10/26 by Jianye Hao, Pengyi Li, Hao, Jianye +9 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
14. OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
    2023/12/19 by Jinyi Liu, Zhi Wang, Liu, Jinyi +15 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
15. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
    2025/04/25 by Cheng Rong, Jinyi Liu, Cheng, Rong +15 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
16. Toward a Foundation Model for Time Series Data
    2023/10/05 by Chin‐Chia Michael Yeh, Xin Dai, Yeh, Chin-Chia Michael +19 · 3 citations
    Computer Science · #Time Series Analysis and Forecasting
17. Association of a Healthy Lifestyle With All-Cause and Cause-Specific Mortality Among Individuals With Type 2 Diabetes: A Prospective Study in UK Biobank
    2021/12/02 by Han Han, Yaying Cao, Chengwu Feng +6 · 1 citation
18. Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
    2023/06/09 by Xiaohan Hu, Yi Ma, Hu, Xiaohan +6 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics