Zhou, Jingbo
- Improving Retrieval Augmented Language Model with Self-Reasoning
2024/07/29 by Yuan Xia, Jingbo Zhou, Xia, Yuan +7 · 2 voices · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction
2021/09/24 by Li, Shuangli, Zhou, Jingbo, Xu, Tong +2 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity
2021/07/21 by Li, Shuangli, Zhou, Jingbo, Xu, Tong +6 · 4 citations
#FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Efficient Device Scheduling with Multi-Job Federated Learning
2021/12/11 by Zhou, Chendi, Liu, Ji, Jia, Juncheng +4 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- LLM for SoC Security: A Paradigm Shift
2023/10/09 by Saha, Dipayan, Tarek, Shams, Yahyaei, Katayoon +4 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
2019/11/24 by Weijia Zhang, Zhang, Weijia, Hao Liu +7 · 2 citations
Engineering · #Smart Parking Systems Research #Traffic Prediction and Management Techniques #Traffic control and management
- Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
2022/11/24 by Ji Liu, Liu, Ji, Juncheng Jia +13 · 3 citations
Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- AdaNovo: Adaptive De Novo Peptide Sequencing with Conditional Mutual Information
2024/03/09 by Jun Xia, Xia, Jun, Shaorong Chen +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #FOS: Biological sciences #FOS: Computer and information sciences #Glycosylation and Glycoproteins Research #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM)
- Structure-aware Protein Self-supervised Learning
2022/04/06 by Can Chen, Chen, Can, Jingbo Zhou +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Chemical Synthesis and Analysis #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #RNA and protein synthesis mechanisms
- Tuning Pre-trained Model via Moment Probing
2023/07/21 by Mingze Gao, Qilong Wang, Gao, Mingze +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
- Robust Training of Graph Neural Networks via Noise Governance
2022/11/12 by Qian, Siyi, Ying, Haochao, Hu, Renjun +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak
2020/12/22 by Xiao, Congxi, Zhou, Jingbo, Huang, Jizhou +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
2025/03/13 by Pengfei Luo, Jingbo Zhou, Luo, Pengfei +9 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models
2023/10/21 by Liu, Lihang, Zhang, Shanzhuo, He, Donglong +12 · 1 citation
#Biomolecules (q-bio.BM) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- Multi-Temporal Relationship Inference in Urban Areas
2023/06/15 by Li, Shuangli, Zhou, Jingbo, Liu, Ji +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network
2023/08/31 by Zhang, Weijia, Zhang, Le, Han, Jindong +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions
2024/07/14 by Yaqing Wang, Wang, Yaqing, Hongming Piao +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning
2024/03/28 by Liu, Ji, Chen, Chunlu, Li, Yu +5 · 1 citation
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
2020/08/26 by Dongjie Wang, Pengyang Wang, Wang, Dongjie +9 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Signal Processing (eess.SP) #Smart Grid Security and Resilience #electronic engineering #information engineering
- Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtX
2024/07/12 by Zhiyuan Chen, Chen, Zhiyuan, Tianhao Chen +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG)
- NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics
2024/06/16 by Jingbo Zhou, Shaorong Chen, Zhou, Jingbo +15 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #vaccines and immunoinformatics approaches
- SVAgent: AI Agent for Hardware Security Verification Assertion
2025/07/22 by Guo, Rui, Ayalasomayajula, Avinash, Li, Henian +3 · 1 citation
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout
2025/07/14 by Liu, Ji, Ma, Beichen, Yu, Qiaolin +7 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- TimeFound: A Foundation Model for Time Series Forecasting
2025/03/06 by Xiao, Congxi, Zhou, Jingbo, Xiao, Yixiong +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)