Junjie Huang
- CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding\n and Generation
2021/02/09 by Shuai Lu, Daya Guo, Lu, Shuai +41 · 85 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
- BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View
2021/12/22 by Junjie Huang, Huang, Junjie, Guan Huang +7 · 78 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection
2022/03/31 by Junjie Huang, Huang, Junjie, Guan Huang +1 · 33 citations
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Optical Sensing Technologies
- WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
2021/03/06 by Zheng Zhu, Guan Huang, Zhu, Zheng +19 · 21 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving
2022/05/19 by Yunpeng Zhang, Zheng Zhu, Zhang, Yunpeng +11 · 13 citations
Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods
- LILAC: Log Parsing using LLMs with Adaptive Parsing Cache
2023/10/03 by Zhihan Jiang, Jinyang Liu, Jiang, Zhihan +15 · 20 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
- A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
2023/08/21 by Zhihan Jiang, Jiang, Zhihan, Jinyang Liu +15 · 18 citations
Computer Science · #Natural Language Processing Techniques #Fuzzy Logic and Control Systems #Data Mining Algorithms and Applications
- CoSQA: 20,000+ Web Queries for Code Search and Question Answering
2021/05/27 by Junjie Huang, Huang, Junjie, Duyu Tang +13 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Signed Graph Attention Networks
2019/06/26 by Junjie Huang, Huawei Shen, Huang, Junjie +5 · 7 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
- WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
2021/04/05 by Junjie Huang, Duyu Tang, Huang, Junjie +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation
2024/07/25 by Junjie Huang, Huang, Junjie, Quanyan Zhu +1 · 13 citations
Computer Science · Environmental Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Groundwater flow and contamination studies #Machine Learning and Data Classification
- WebFace260M: A Benchmark for Million-Scale Deep Face Recognition
2022/04/21 by Zheng Zhu, Guan Huang, Zhu, Zheng +19 · 6 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- SDGNN: Learning Node Representation for Signed Directed Networks
2021/01/07 by Junjie Huang, Huang, Junjie, Huawei Shen +5 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
- Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline
2022/05/05 by Xianda Guo, Guo, Xianda, Zheng Zhu +14 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Indoor and Outdoor Localization Technologies #Video Surveillance and Tracking Methods
- Log-based Anomaly Detection based on EVT Theory with feedback
2023/06/08 by Jinyang Liu, Junjie Huang, Liu, Jinyang +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
- ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
2023/06/15 by Jieming Zhu, Guohao Cai, Zhu, Jieming +9 · 4 citations
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
- A Comprehensive Survey on Retrieval Methods in Recommender Systems
2024/07/11 by Junjie Huang, Jizheng Chen, Huang, Junjie +11 · 5 citations
Computer Science · #Recommender Systems and Techniques #Text and Document Classification Technologies #Image Retrieval and Classification Techniques
- 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
- Detecting As Labeling: Rethinking LiDAR-camera Fusion in 3D Object Detection
2023/11/13 by Junjie Huang, Huang, Junjie, Yun Ye +7 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Industrial Vision Systems and Defect Detection
- HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification
2023/05/24 by He Zhu, Chong Zhang, Zhu, He +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
- Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations
2024/10/21 by Junjie Huang, Huang, Junjie, Jiarui Qin +9 · 3 citations
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis
2025/03/26 by Zhihan Jiang, Jiang, Zhihan, Junjie Huang +15 · 5 citations
Computer Science · Decision Sciences · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Scheduling and Timetabling Solutions #Software Engineering (cs.SE) #Software Testing and Debugging Techniques #and Cluster Computing (cs.DC)
- HFT: Lifting Perspective Representations via Hybrid Feature Transformation
2022/04/11 by Jiayu Zou, Junrui Xiao, Zou, Jiayu +11 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- 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
- ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection
2024/07/01 by Yun Liang, Liang, Yun, Zhiguang Hu +9 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
- Resveratrol alleviates depression-like behaviors by inhibiting ferroptosis via AKT/NRF2 pathway
2025/01/01 by Chen Li, Hailong Ge, Junjie Huang +6 · 1 citation
- SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
2026/07/22 by Dongfang Li, Xiaodong Luo, Ruoyu Sun +64
Computer Science · #cs.AI #cs.CL