Jinyang Liu

1. Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
   2024/03/21 by Zeyu Han, Chao Gao, Han, Zeyu +7 · 117 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Parallel Computing and Optimization Techniques
2. Tools and Benchmarks for Automated Log Parsing
   2018/11/08 by Jieming Zhu, Zhu, Jieming, Shilin He +11 · 11 citations
   Computer Science · #Software System Performance and Reliability #Network Security and Intrusion Detection #Software Reliability and Analysis Research
3. BARS: Towards Open Benchmarking for Recommender Systems
   2022/05/19 by Jieming Zhu, Zhu, Jieming, Quanyu Dai +13 · 14 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
4. Open Benchmarking for Click-Through Rate Prediction
   2020/09/12 by Jieming Zhu, Jinyang Liu, Zhu, Jieming +7 · 10 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Green IT and Sustainability #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Organic Light-Emitting Diodes Research
5. LILAC: Log Parsing using LLMs with Adaptive Parsing Cache
   2023/10/03 by Zhihan Jiang, Jiang, Zhihan, Jinyang Liu +15 · 19 citations
   Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
6. A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
   2023/08/21 by Zhihan Jiang, Jiang, Zhihan, Jinyang Liu +15 · 17 citations
   Computer Science · #Natural Language Processing Techniques #Fuzzy Logic and Control Systems #Data Mining Algorithms and Applications
7. 3D-HGS: 3D Half-Gaussian Splatting
   2024/06/04 by Haolin Li, Jinyang Liu, Li, Haolin +5 · 15 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Industrial Vision Systems and Defect Detection #Surface Roughness and Optical Measurements
8. Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection
   2021/07/13 by Zhuangbin Chen, Chen, Zhuangbin, Jinyang Liu +7 · 8 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
9. cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation
   2023/12/09 by Jinyang Liu, Liu, Jinyang, Jiannan Tian +21 · 7 citations
   Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Algorithms and Data Compression
10. Logzip: Extracting Hidden Structures via Iterative Clustering for Log\n Compression
    2019/09/23 by Jinyang Liu, Jieming Zhu, Liu, Jinyang +8 · 3 citations
    Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software System Performance and Reliability
11. Log-based Anomaly Detection based on EVT Theory with feedback
    2023/06/08 by Jinyang Liu, Liu, Jinyang, Junjie Huang +15 · 6 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
12. Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis
    2024/09/20 by Junjie Huang, Huang, Junjie, Zhihan Jiang +17 · 7 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Fault Diagnosis Techniques #Software Engineering (cs.SE) #Software System Performance and Reliability
13. Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers
    2024/04/10 by Jinyang Liu, Wondmgezahu Teshome, Liu, Jinyang +7 · 4 citations
    Computer Science · Earth and Planetary Sciences · Arts and Humanities · #Image Processing and 3D Reconstruction #Archaeological Research and Protection #Forensic Anthropology and Bioarchaeology Studies
14. Exploring Autoencoder-based Error-bounded Compression for Scientific Data
    2021/05/25 by Jinyang Liu, Liu, Jinyang, Sheng Di +13 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
15. COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge
    2025/03/29 by Yichen Li, Yulun Wu, Li, Yichen +11 · 6 citations
    Computer Science · #Advanced Software Engineering Methodologies #Distributed systems and fault tolerance #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability
16. Ensemble Knowledge Distillation for CTR Prediction
    2020/11/08 by Jieming Zhu, Zhu, Jieming, Jinyang Liu +11 · 1 citation
    Computer Science · Engineering · #Image and Video Quality Assessment #Recommender Systems and Techniques #Green IT and Sustainability
17. Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems
    2023/08/15 by Jinyang Liu, Liu, Jinyang, Zhihan Jiang +15 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #Data Stream Mining Techniques #Software System Performance and Reliability
18. Geometry of Score Based Generative Models
    2023/02/09 by Sandesh Ghimire, Jinyang Liu, Ghimire, Sandesh +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques
19. Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features
    2023/07/20 by Wenwei Gu, Gu, Wenwei, Jinyang Liu +15 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software Engineering (cs.SE) #Software System Performance and Reliability
20. TurboFFT: Co-Designed High-Performance and Fault-Tolerant Fast Fourier Transform on GPUs
    2024/12/08 by Shixun Wu, Yujia Zhai, Wu, Shixun +15 · 2 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Optical Systems and Laser Technology
21. Incident-aware Duplicate Ticket Aggregation for Cloud Systems
    2023/02/19 by Jinyang Liu, Liu, Jinyang, Shilin He +23 · 1 citation
    Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Cloud Data Security Solutions #Data Quality and Management #FOS: Computer and information sciences #Software Engineering (cs.SE)
22. LCP: Enhancing Scientific Data Management with Lossy Compression for Particles
    2024/11/01 by Longtao Zhang, Ruoyu Li, Zhang, Longtao +23 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Databases (cs.DB) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
23. IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications
    2025/02/06 by Zhuoxun Yang, Yang, Zhuoxun, Sheng Di +15 · 2 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)