Pengfei Chen
- AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception
2024/04/15 by Yipo Huang, Huang, Yipo, Xiangfei Sheng +15 · 17 citations
Computer Science · Psychology · #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Language, Metaphor, and Cognition
- Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models
2019/06/22 by Guangyong Chen, Pengfei Chen, Chen, Guangyong +21 · 11 citations
Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Metabolomics and Mass Spectrometry Studies
- Understanding Convolution for Semantic Segmentation
2017/02/27 by Panqu Wang, Wang, Panqu, Pengfei Chen +11 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability Analysis
2024/11/07 by Haiyu Huang, Cheng Chen, Huang, Haiyu +14 · 4 citations
Computer Science · #Blockchain Technology Applications and Security #Currency Recognition and Detection #FOS: Computer and information sciences #Software Engineering (cs.SE)
- LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data
2023/09/18 by Xiaoyun Li, Li, Xiaoyun, Hongyu Zhang +5 · 2 citations
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software System Performance and Reliability
- Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks
2019/05/14 by Guangyong Chen, Chen, Guangyong, Pengfei Chen +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
- FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications
2024/12/03 by Jin Huang, Huang, Jin, Pengfei Chen +9 · 1 citation
Computer Science · #Software System Performance and Reliability #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Probing Solar Polar Regions
2025/06/25 by Yuanyong Deng, Deng, Yuanyong, Hui Tian +93 · 4 citations
Energy · #FOS: Physical sciences #Global Energy and Sustainability Research #Solar and Stellar Astrophysics (astro-ph.SR) #Space Physics (physics.space-ph)
- Personalized Image Aesthetic Assessment via Preference-rich Sample Mining and Cohort Merging
2026/07/17 by Zhichao Yang, Tianjiao Gu, Zhixianhe Zhang +3
#cs.CV