Guan, Nan

1. Retrieval-Augmented Generation for Natural Language Processing: A Survey
   2024/07/18 by Shangyu Wu, Ying Xiong, Wu, Shangyu +19 · 1 voice · 23 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
   2024/05/27 by Zikang Zhou, Zhou, Zikang, Haibo Hu +15 · 11 citations
   Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Transportation and Mobility Innovations
3. Large Language Model for Verilog Generation with Code-Structure-Guided Reinforcement Learning
   2024/07/21 by Ning Wang, Wang, Ning, Bingkun Yao +9 · 10 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques
4. Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions
   2024/08/18 by Jun Wang, Wang, Jun, Yu Mao +5 · 5 citations
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection
5. UVLLM: An Automated Universal RTL Verification Framework using LLMs
   2024/11/25 by Yu‐Chen Hu, Hu, Yuchen, Junhao Ye +24 · 6 citations
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Network Time Synchronization Technologies #Real-Time Systems Scheduling
6. VeriDebug: A Unified LLM for Verilog Debugging via Contrastive Embedding and Guided Correction
   2025/04/27 by Ning Wang, Bingkun Yao, Wang, Ning +11 · 8 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
7. Grade Like a Human: Rethinking Automated Assessment with Large Language Models
   2024/05/30 by Wenjing Xie, Xie, Wenjing, Juxin Niu +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
8. A Survey on Static Cache Analysis for Real-Time Systems
   2016/06/29 by Lv, Mingsong, Guan, Nan, Reineke, Jan +2 · 1 citation
   #Cache analysis #General and reference → Surveys and overviews #Hard real-time #Worst-case execution time
9. Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback
   2025/04/22 by Ning Wang, Wang, Ning, Bingkun Yao +11 · 5 citations
   Computer Science · #Software Engineering Research #Machine Learning and Data Classification #Software Reliability and Analysis Research
10. Insights from Rights and Wrongs: A Large Language Model for Solving Assertion Failures in RTL Design
    2025/03/06 by Zhou, Jie, Ji, Youshu, Wang, Ning +7 · 3 citations
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
11. From Concept to Practice: an Automated LLM-aided UVM Machine for RTL Verification
    2025/04/28 by Junhao Ye, Ye, Junhao, Yuan Hu +18 · 3 citations
    Computer Science · #Embedded Systems Design Techniques #Formal Methods in Verification #VLSI and Analog Circuit Testing
12. Longer Is Shorter: Making Long Paths to Improve the Worst-Case Response Time of DAG Tasks
    2023/07/25 by Qingqiang He, Nan Guan, He, Qingqiang +3 · 1 citation
    Computer Science · #Distributed #Distributed and Parallel Computing Systems #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel #Real-Time Systems Scheduling #and Cluster Computing (cs.DC)
13. Miriam: Exploiting Elastic Kernels for Real-time Multi-DNN Inference on Edge GPU
    2023/07/10 by Zhihe Zhao, Zhao, Zhihe, Neiwen Ling +5 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
14. VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving
    2025/03/29 by Haibo Hu, Hu, Haibo, Zuo, Jiacheng +13 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
15. ReChisel: Effective Automatic Chisel Code Generation by LLM with Reflection
    2025/05/26 by Juxin Niu, X.P. Liu, Niu, Juxin +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques
16. Location is Key: Leveraging Large Language Model for Functional Bug Localization in Verilog
    2024/09/23 by Bingkun Yao, Yao, Bingkun, Ning Wang +11 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Computational Physics and Python Applications
17. FlexInfer: Breaking Memory Constraint via Flexible and Efficient Offloading for On-Device LLM Inference
    2025/03/04 by Hongchao Du, Du, Hongchao, Shang-Yu Wu +7 · 2 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning in Materials Science #Operating Systems (cs.OS)
18. Autoware.Flex: Human-Instructed Dynamically Reconfigurable Autonomous Driving Systems
    2024/12/20 by Song, Ziwei, Lv, Mingsong, Ren, Tianchi +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)
19. RALAD: Bridging the Real-to-Sim Domain Gap in Autonomous Driving with Retrieval-Augmented Learning
    2025/01/21 by Zuo, Jiacheng, Haibo Hu, Hu, Haibo +14 · 1 citation
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
20. WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression
    2025/03/23 by Mao, Yu, Wang, Jun, Guan, Nan +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering