Pengfei Chen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
70
Venues
35
Active years
2009–2026
Best venue rank
A*
Where they publish
- A*AAAI7 papers
- AICSOC4 papers
- BIWQoS4 papers
- CIGARSS4 papers
- AISSRE4 papers
- AICWS4 papers
- A*CVPR3 papers
- BICPP3 papers
- A*WWW3 papers
- ASANER2 papers
- A*ICLR2 papers
- CVCIP2 papers
- ADSN2 papers
- A*ICSE2 papers
- A*ICCV2 papers
- A*ECCV2 papers
- BCCGRID2 papers
- A*ACL1 paper
- AASIACRYPT1 paper
- A*ASPLOS1 paper
- BCLOUD1 paper
- BSRDS1 paper
- BICECCS1 paper
- CQRS1 paper
- BVEE1 paper
- AICDCS1 paper
- BICPADS1 paper
- BMMM1 paper
- BICIP1 paper
- A*ICML1 paper
- BIJCNN1 paper
- AWACV1 paper
- A*INFOCOM1 paper
- A*VLDB1 paper
- NationalICNC1 paper
Papers
70 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions. | Xingwei He, Qianru Zhang, Pengfei Chen, Guanhua Chen, Linlin Yu, Yuan Yuan, Siu-Ming Yiu |
| 2026 | AAAI | TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning. | Xiangfei Sheng, Zhichao Duan, Xiaofeng Pan, Yipo Huang, Zhichao Yang, Pengfei Chen, Leida Li |
| 2026 | AAAI | Fine-grained Image Quality Assessment for Perceptual Image Restoration. | Xiangfei Sheng, Xiaofeng Pan, Zhichao Yang, Pengfei Chen, Leida Li |
| 2026 | AAAI | LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations. | Zhichao Yang, Tianjiao Gu, Jianjie Wang, Feiyu Lin, Xiangfei Sheng, Pengfei Chen, Leida Li |
| 2026 | ACL | Beyond Surface-Level Pattern Trap: LLM Agents for Faster and Smarter Cross-Architecture Code Migration. | Weijia Li, K. E. Gao, Pengfei Chen, Jiajie Li, Xinyu Wang, Yiran Le, Yize Wu, Ling Li |
| 2026 | SANER | ProfRCA: LLM-Enabled Fine-Grained Root Cause Analysis with Continuous Profiling Data. | Siyuan Ye, Gou Tan, Wanqi Yang, Pengfei Chen |
| 2025 | ASIACRYPT | Attention is still what you need: Another Round of Exploring Shoup's GGM. | Taiyu Wang, Cong Zhang, Hong-Sheng Zhou, Xin Wang, Pengfei Chen, Wenli Wang, Kui Ren, Chun Chen |
| 2025 | ASPLOS | Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability Analysis. | Haiyu Huang, Cheng Chen, Kunyi Chen, Pengfei Chen, Guangba Yu, Zilong He, Yilun Wang, Huxing Zhang, Qi Zhou |
| 2025 | CLOUD | Defragmentation Scheduling with Deep Reinforcement Learning in Shared GPU Clusters. | Qingfu Wu, Pengfei Chen, Yilun Wang |
| 2025 | ICLR | SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation. | Pengfei Chen, Lingxi Xie, Xinyue Huo, Xuehui Yu, Xiaopeng Zhang, Yingfei Sun, Zhenjun Han, Qi Tian |
| 2025 | ICSOC | MOTSAD: Multi-objective Optimization for Time Series Anomaly Detection in Microservice. | Xitao Tang, Gou Tan, Pengfei Chen |
| 2025 | IWQoS | LLMConf: Knowledge-Enhanced Configuration Optimization for Large Language Model Inference. | Jingkai He, Pengfei Chen, Yilun Wang, Haiyu Huang, Chuanfu Zhang, Haojia Huang, Danwen Chen |
| 2025 | IWQoS | Causelens: Causality-Based Interpretable Root Cause Analysis for Microservice Systems. | Qihan Liu, Pengfei Chen, Guangba Yu, Yuanhao Lai, Xiaoyun Li |
| 2025 | IWQoS | eACGM: Non-Instrumented Performance Tracing and Anomaly Detection Towards Machine Learning Systems. | Ruilin Xu, Zongxuan Xie, Pengfei Chen |
| 2025 | VCIP | VCIP 2025 Grand Challenge on Live Broadcasting Video Quality Assessment: Methods and Results. | Pengfei Chen, Wenqi Fei, Xinrui Xu, Yuhua Zhang, MohammadAli Hamidi, Hadi Amirpour, Erjia Xiao, Lingfeng Zhang, Zhenjie Su, Hao Cheng, Yu Liu, Wei Zhou, Yanbiao Ma, Renjing Xu, Long Chen, Xiaoshuai Hao, Yipo Huang, Tushar Shinde |
| 2025 | SANER | Conan: Uncover Consensus Issues in Distributed Databases Using Fuzzing-Driven Fault Injection. | Haojia Huang, Pengfei Chen, Guangba Yu, Haiyu Huang, Jia Chang, Jun Li, Jian Han |
| 2025 | SRDS | CloudHeal: A Lightweight Online Learning Based Self-Healing Framework for Cloud-Native Systems. | Junquan Yi, Zilong He, Wanqi Yang, Pengfei Chen |
| 2024 | CVPR | NTIRE 2024 Quality Assessment of AI-Generated Content Challenge. | Xiaohong Liu, Xiongkuo Min, Guangtao Zhai, Chunyi Li, Tengchuan Kou, Wei Sun, Haoning Wu, Yixuan Gao, Yuqin Cao, Zicheng Zhang, Xiele Wu, Radu Timofte, Fei Peng, Huiyuan Fu, Anlong Ming, Chuanming Wang, Huadong Ma, Shuai He, Zifei Dou, Shu Chen, Huacong Zhang, Haiyi Xie, Chengwei Wang, Baoying Chen, Jishen Zeng, Jianquan Yang, Weigang Wang, Xi Fang, Xiaoxin Lv, Jun Yan, Tianwu Zhi, Yabin Zhang, Yaohui Li, Yang Li, Jingwen Xu, Jianzhao Liu, Yiting Liao, Junlin Li, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li, Hossein Motamednia, S. Farhad Hosseini-Benvidi, Ahmad Mahmoudi-Aznaveh, Azadeh Mansouri, Ganzorig Gankhuyag, Kihwan Yoon, Yifang Xu, Haotian Fan, Fangyuan Kong, Shiling Zhao, Weifeng Dong, Haibing Yin, Li Zhu, Zhiling Wang, Bingchen Huang, Avinab Saha, Sandeep Mishra, Shashank Gupta, Rajesh Sureddi, Oindrila Saha, Luigi Celona, Simone Bianco, Paolo Napoletano, Raimondo Schettini, Junfeng Yang, Jing Fu, Wei Zhang, Wenzhi Cao, Limei Liu, Han Peng, Weijun Yuan, Zhan Li, Yihang Cheng, Yifan Deng, Haohui Li, Bowen Qu, Yao Li, Shuqing Luo, Shunzhou Wang, Wei Gao, Zihao Lu, Marcos V. Conde, Xinrui Wang, Zhibo Chen, Ruling Liao, Yan Ye, Qiulin Wang, Bing Li, Zhaokun Zhou, Miao Geng, Rui Chen, Xin Tao, Xiaoyu Liang, Shangkun Sun, Xingyuan Ma, Jiaze Li, Mengduo Yang, Haoran Xu, Jie Zhou, Shiding Zhu, Bohan Yu, Pengfei Chen, Xinrui Xu, Jiabin Shen, Zhichao Duan, Erfan Asadi, Jiahe Liu, Qi Yan, Youran Qu, Xiaohui Zeng, Lele Wang, Renjie Liao |
| 2024 | CVPR | Semantic-aware SAM for Point-Prompted Instance Segmentation. | Zhaoyang Wei, Pengfei Chen, Xuehui Yu, Guorong Li, Jianbin Jiao, Zhenjun Han |
| 2024 | DSN | Real-Time Intrusion Detection and Prevention with Neural Network in Kernel Using eBPF. | Junyu Zhang, Pengfei Chen, Zilong He, Hongyang Chen, Xiaoyun Li |
| 2024 | ICECCS | DashChef: A Metric Recommendation Service for Online Systems Using Graph Learning. | Zilong He, Tao Huang, Pengfei Chen, Ruipeng Li, Rui Wang, Zibin Zheng |
| 2024 | ICSE | LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data. | Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen |
| 2024 | IGARSS | A Multi-Temporal Remote Sensing Image Dataset for Building Change Detection in Chinese Regions. | Pengfei Chen, Ting Lu, Xinyan Li, Shaojie Li, Yihao Wu, Jian Xiao |
| 2024 | ISSRE | FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications. | Jin Huang, Pengfei Chen, Guangba Yu, Yilun Wang, Haiyu Huang, Zilong He |
| 2023 | ICCV | Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes. | Di Wu, Pengfei Chen, Xuehui Yu, Guorong Li, Zhenjun Han, Jianbin Jiao |
| 2023 | ICPP | MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. | Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu |
| 2023 | ICPP | DeepPower: Deep Reinforcement Learning based Power Management for Latency Critical Applications in Multi-core Systems. | Jingrun Zhang, Guangba Yu, Zilong He, Liang Ai, Pengfei Chen |
| 2023 | ICSE | LogReducer: Identify and Reduce Log Hotspots in Kernel on the Fly. | Guangba Yu, Pengfei Chen, Pairui Li, Tianjun Weng, Haibing Zheng, Yuetang Deng, Zibin Zheng |
| 2023 | IWQoS | MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. | Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu |
| 2023 | QRS | Online Data Drift Detection for Anomaly Detection Services based on Deep Learning towards Multivariate Time Series. | Gou Tan, Pengfei Chen, Min Li |
| 2022 | CVPR | Object Localization under Single Coarse Point Supervision. | Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han |
| 2022 | DSN | Active-MTSAD: Multivariate Time Series Anomaly Detection With Active Learning. | Wenlu Wang, Pengfei Chen, Yibin Xu, Zilong He |
| 2022 | ECCV | Point-to-Box Network for Accurate Object Detection via Single Point Supervision. | Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang, Jiachen Li, Jian Zhao, Humphrey Shi, Zhenjun Han, Qixiang Ye |
| 2022 | ECCV | Acknowledging the Unknown for Multi-label Learning with Single Positive Labels. | Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, Pheng-Ann Heng |
| 2022 | ICPP | DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks. | Hui Dou, Yilun Wang, Yiwen Zhang, Pengfei Chen |
| 2022 | ICSOC | MicroSketch: Lightweight and Adaptive Sketch Based Performance Issue Detection and Localization in Microservice Systems. | Yufeng Li, Guangba Yu, Pengfei Chen, Chuanfu Zhang, Zibin Zheng |
| 2022 | ICWS | TS-InvarNet: Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services. | Zijun Hu, Pengfei Chen, Guangba Yu, Zilong He, Xiaoyun Li |
| 2022 | ISSRE | Share or Not Share? Towards the Practicability of Deep Models for Unsupervised Anomaly Detection in Modern Online Systems. | Zilong He, Pengfei Chen, Tao Huang |
| 2022 | ISSRE | Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling. | Xiaoyun Li, Guangba Yu, Pengfei Chen, Hongyang Chen, Zhekang Chen |
| 2022 | WWW | A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems. | Tao Huang, Pengfei Chen, Ruipeng Li |
| 2022 | VCIP | Semantic Attribute Guided Image Aesthetics Assessment. | Jiachen Duan, Pengfei Chen, Leida Li, Jinjian Wu, Guangming Shi |
| 2022 | VEE | Container-aware I/O stack: bridging the gap between container storage drivers and solid state devices. | Song Wu, Zhuo Huang, Pengfei Chen, Hao Fan, Shadi Ibrahim, Hai Jin |
| 2021 | AAAI | Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise. | Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng |
| 2021 | AAAI | Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels. | Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng |
| 2021 | AAAI | Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction. | Hongyao Tang, Zhaopeng Meng, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Jianye Hao |
| 2021 | CCGRID | T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. | Zihao Ye, Pengfei Chen, Guangba Yu |
| 2021 | ICCV | Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment. | Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi |
| 2021 | ICDCS | Poster: Function Delivery Network: Extending Serverless to Heterogeneous Computing. | Anshul Jindal, Mohak Chadha, Michael Gerndt, Julian Frielinghaus, Vladimir Podolskiy, Pengfei Chen |
| 2021 | ICLR | Noise against noise: stochastic label noise helps combat inherent label noise. | Pengfei Chen, Guangyong Chen, Junjie Ye, Jingwei Zhao, Pheng-Ann Heng |
| 2021 | ICWS | Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems. | Zicheng Huang, Pengfei Chen, Guangba Yu, Hongyang Chen, Zibin Zheng |
| 2021 | WWW | MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments. | Guangba Yu, Pengfei Chen, Hongyang Chen, Zijie Guan, Zicheng Huang, Linxiao Jing, Tianjun Weng, Xinmeng Sun, Xiaoyun Li |
| 2020 | ICPADS | A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment. | Jieqi Cui, Pengfei Chen, Guangba Yu |
| 2020 | ISSRE | SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults. | Xiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu |
| 2020 | MMM | Multi-scale Comparison Network for Few-Shot Learning. | Pengfei Chen, Minglei Yuan, Tong Lu |
| 2020 | WWW | AutoMAP: Diagnose Your Microservice-based Web Applications Automatically. | Meng Ma, Jingmin Xu, Yuan Wang, Pengfei Chen, Zonghua Zhang, Ping Wang |
| 2019 | ICIP | QoE Evaluation for Live Broadcasting Video. | Pengfei Chen, Leida Li, Yipo Huang, Fengfeng Tan, Wenjun Chen |
| 2019 | ICML | Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. | Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang |
| 2019 | IJCNN | A Novel Two-Factor Attention Encoder-Decoder Network through Combining Temporal and Prior Knowledge for Weather Forecasting. | Minglei Yuan, Xiaozhong Ji, Tong Lu, Pengfei Chen, Hualu Zhang |
| 2019 | ICWS | Microscaler: Automatic Scaling for Microservices with an Online Learning Approach. | Guangba Yu, Pengfei Chen, Zibin Zheng |
| 2019 | IGARSS | Cotton Leaf Area Index Estimation Using Unmanned Aerial Vehicle Multi-Spectral Images. | Pengfei Chen |
| 2018 | CCGRID | CloudRanger: Root Cause Identification for Cloud Native Systems. | Ping Wang, Jingmin Xu, Meng Ma, Weilan Lin, Disheng Pan, Yuan Wang, Pengfei Chen |
| 2018 | ICSOC | On Anomaly Detection and Root Cause Analysis of Microservice Systems. | Zijie Guan, JinJin Lin, Pengfei Chen |
| 2018 | ICSOC | Microscope: Pinpoint Performance Issues with Causal Graphs in Micro-service Environments. | JinJin Lin, Pengfei Chen, Zibin Zheng |
| 2018 | IGARSS | The Spatiotemporal Distribution of Microwave Brightness Temperature in the Von Karman Crater Based on Filed Theory. | Yi Lian, Long He, Jinsong Ping, Zhiguo Meng, Xiaoming Zeng, Pengfei Chen, Tiejun Cui |
| 2018 | WACV | Understanding Convolution for Semantic Segmentation. | Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell |
| 2017 | ICWS | An Approach for Anomaly Diagnosis Based on Hybrid Graph Model with Logs for Distributed Services. | Tong Jia, Pengfei Chen, Lin Yang, Ying Li, Fanjing Meng, Jingmin Xu |
| 2014 | INFOCOM | CauseInfer: Automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems. | Pengfei Chen, Yong Qi, Pengfei Zheng, Di Hou |
| 2014 | VLDB | InvarNet-X: A Comprehensive Invariant Based Approach for Performance Diagnosis in Big Data Platform. | Pengfei Chen, Yong Qi, Di Hou, Huachong Sun |
| 2010 | IGARSS | Study of remote sensing based parameter uncertainty in production Efficiency Models. | Rui Liu, Jiulin Sun, Juanle Wang, Xiaolei Li, Fei Yang, Pengfei Chen |
| 2009 | ICNC | HPFP-Miner: A Novel Parallel Frequent Itemset Mining Algorithm. | Xiaoyun Chen, Yanshan He, Pengfei Chen, Shengfa Miao, Weiguo Song, Min Yue |