Jieming Zhu
- A Survey on the Memory Mechanism of Large Language Model based Agents
2024/04/21 by Zeyu Zhang, Quanyu Dai, Zhang, Zeyu +15 · 103 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics
2020/08/14 by Jieming Zhu, Zhu, Jieming, Shilin He +6 · 21 citations
Computer Science · #Anomaly Detection Techniques and Applications #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability
- EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
2024/06/20 by Ye Wang, Wang, Ye, Jiahao Xun +19 · 25 citations
Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Topic Modeling
- Tools and Benchmarks for Automated Log Parsing
2018/11/08 by Jieming Zhu, Shilin He, Zhu, Jieming +11 · 11 citations
Computer Science · #Software System Performance and Reliability #Network Security and Intrusion Detection #Software Reliability and Analysis Research
- 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
- 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
- A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
2023/08/21 by Zhihan Jiang, Jinyang Liu, Jiang, Zhihan +15 · 17 citations
Computer Science · #Natural Language Processing Techniques #Fuzzy Logic and Control Systems #Data Mining Algorithms and Applications
- SimpleX: A Simple and Strong Baseline for Collaborative Filtering
2021/09/26 by Kelong Mao, Mao, Kelong, Jieming Zhu +11 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation
2021/10/28 by Kelong Mao, Mao, Kelong, Jieming Zhu +9 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction
2023/04/03 by Kelong Mao, Jieming Zhu, Mao, Kelong +9 · 9 citations
Computer Science · Materials Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
- Multi-Level Interaction Reranking with User Behavior History
2022/04/20 by Yunjia Xi, Weiwen Liu, Xi, Yunjia +15 · 7 citations
Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
- Cross-Batch Negative Sampling for Training Two-Tower Recommenders
2021/10/28 by Jinpeng Wang, Jieming Zhu, Wang, Jinpeng +3 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and ELM #Recommender Systems and Techniques
- Logzip: Extracting Hidden Structures via Iterative Clustering for Log\n Compression
2019/09/23 by Jinyang Liu, Liu, Jinyang, Jieming Zhu +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
- PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation
2022/03/23 by Yi Li, Jieming Zhu, Li, Yi +15 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
- ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
2023/06/15 by Jieming Zhu, Zhu, Jieming, Guohao Cai +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
- PMG : Personalized Multimodal Generation with Large Language Models
2024/04/07 by Xiaoteng Shen, Shen, Xiaoteng, Rui Zhang +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
- FCN: Fusing Exponential and Linear Cross Network for Click-Through Rate Prediction
2024/07/18 by Honghao Li, Yiwen Zhang, Li, Honghao +9 · 4 citations
Medicine · Engineering · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis #Advanced X-ray and CT Imaging
- ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems
2022/04/24 by Guohao Cai, Jieming Zhu, Cai, Guohao +11 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
- Enhancing Multimodal Unified Representations for Cross Modal Generalization
2024/03/08 by Hai Huang, Huang, Hai, Yan Xia +15 · 3 citations
Computer Science · #Natural Language Processing Techniques
- Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation
2024/08/07 by Jiachen Zhu, Zhu, Jiachen, Jianghao Lin +15 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
- MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
2024/09/30 by Zeyu Zhang, Quanyu Dai, Zhang, Zeyu +15 · 4 citations
Computer Science · Business, Management and Accounting · #AI in Service Interactions #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
- Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization
2023/08/31 by Qijiong Liu, Liu, Qijiong, Lu Fan +7 · 1 voice
Computer Science · #Recommender Systems and Techniques #Text and Document Classification Technologies #Topic Modeling #cs.IR
- Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in Videos
2020/08/19 by Zhu Zhang, Zhijie Lin, Zhang, Zhu +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- Why Do We Click: Visual Impression-aware News Recommendation
2021/09/26 by Jiahao Xun, Shengyu Zhang, Xun, Jiahao +17 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
- Ensemble Knowledge Distillation for CTR Prediction
2020/11/08 by Jieming Zhu, Jinyang Liu, Zhu, Jieming +11 · 1 citation
Computer Science · Engineering · #Image and Video Quality Assessment #Recommender Systems and Techniques #Green IT and Sustainability
- Act-With-Think: Chunk Auto-Regressive Modeling for Generative Recommendation
2025/06/30 by Yifan Wang, Wang, Yifan, Longtao Xiao +16 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Generative Reasoning Recommendation via LLMs
2025/10/23 by Minjie Hong, Hong, Minjie, Zetong Zhou +11 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Recommender Systems and Techniques