Yu Zheng
- COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis
2019/03/07 by Yansong Tang, Tang, Yansong, Dajun Ding +13 · 39 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- A Unified Model for Multi-class Anomaly Detection
2022/06/08 by Zhiyuan You, Lei Cui, You, Zhiyuan +11 · 38 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
- SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression
2024/03/12 by Xin Wang, Yu Zheng, Wang, Xin +5 · 50 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Algorithms and Data Compression
- A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions
2021/09/27 by Chen Gao, Yu Zheng, Gao, Chen +19 · 23 citations
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Graph Theory and Algorithms
- Efficient Large Language Models: A Survey
2023/12/06 by Zhongwei Wan, Wan, Zhongwei, Xin Wang +23 · 1 voice · 24 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
2023/03/25 by Guangyin Jin, Yuxuan Liang, Jin, Guangyin +10 · 20 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Smart Cities and Technologies #Traffic Prediction and Management Techniques
- Sequential Recommendation with Graph Neural Networks
2021/06/27 by Jianxin Chang, Chang, Jianxin, Chen Gao +13 · 13 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Molecular design for electrolyte solvents enabling energy-dense and long-cycling lithium metal batteries
2020/06/22 by Zhiao Yu, Hansen Wang, Xian Kong +15 · 8 citations
Chemistry · Engineering · #Advanced Battery Materials and Technologies #Advancements in Battery Materials #Inorganic Chemistry and Materials
- Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy
2024/03/11 by Jiuming Liu, Ruiji Yu, Liu, Jiuming +11 · 13 citations
Environmental Science · Engineering · Earth and Planetary Sciences · #Remote Sensing and LiDAR Applications #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage
- Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks
2017/01/10 by Junbo Zhang, Yu Zheng, Zhang, Junbo +9 · 3 citations
Computer Science · Engineering · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques
- DexForce: Extracting Force-informed Actions from Kinesthetic Demonstrations for Dexterous Manipulation
2025/01/17 by Claire Chen, Yu Zheng, Chen, Claire +7 · 12 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Mechanics and Biomechanics Studies #Music Technology and Sound Studies #Robot Manipulation and Learning #Robotics (cs.RO)
- ARC: A Generalist Graph Anomaly Detector with In-Context Learning
2024/05/27 by Yixin Liu, Liu, Yixin, Shi-Yuan Li +9 · 9 citations
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Advanced Graph Neural Networks #Complex Network Analysis Techniques
- Mixed Attention Network for Cross-domain Sequential Recommendation
2023/11/14 by Guanyu Lin, Chen Gao, Lin, Guanyu +19 · 5 citations
Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
2022/06/03 by Yizhen Zheng, Shirui Pan, Zheng, Yizhen +7 · 3 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting?
2021/08/26 by Xu Liu, Yuxuan Liang, Liu, Xu +9 · 3 citations
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
- Causal Inference in Recommender Systems: A Survey and Future Directions
2024/01/02 by Chen Gao, Yu Zheng, Wenjie Wang +3 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Recommender Systems and Techniques
- Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values
2024/01/11 by Yu Zheng, Huan Yee Koh, Zheng, Yu +15 · 4 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Data-Driven Disease Surveillance
- Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention
2023/03/23 by Fangfu Liu, Chubin Zhang, Liu, Fangfu +5 · 3 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Trajectory Data Management and Mining: A Survey from Deep Learning to the LLM Era
2024/03/21 by Wei Chen, Chen, Wei, Yuanshao Zhu +25 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Web Data Mining and Analysis
- End-to-end 2D-3D Registration between Image and LiDAR Point Cloud for Vehicle Localization
2023/06/20 by Guangming Wang, Yu Zheng, Wang, Guangming +12 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment
2020/04/06 by Qiuyu Chen, Wei Zhang, Chen, Qiuyu +11 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
- From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach
2022/02/11 by Yu Zheng, Ming Jin, Zheng, Yu +9 · 1 citation
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
- Future Link Prediction Without Memory or Aggregation
2025/05/26 by Yi Lu, R. T. Lei, Yi, Lu +9 · 2 citations
Computer Science · Physics and Astronomy · #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
- Aerosol optical and radiative properties and their environmental effects in China: A review
2023/11/26 by Huizheng Che, Xiangao Xia, Hujia Zhao +16 · 3 citations
Environmental Science · Earth and Planetary Sciences · #Atmospheric aerosols and clouds #Atmospheric chemistry and aerosols #Atmospheric Ozone and Climate
- DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
2024/03/05 by Hao Wu, Haomin Wen, Wu, Hao +12 · 2 citations
Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Environmental Gas Dynamics #Data Management and Algorithms #FOS: Computer and information sciences #Time Series Analysis and Forecasting
- Gibbs Sampling using Anti-correlation Gaussian Data Augmentation, with Applications to L1-ball-type Models
2023/09/17 by Yu Zheng, Leo L. Duan, Zheng, Yu +1 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #NMR spectroscopy and applications
- Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows
2024/03/13 by Zhangxuan Dang, Dang, Zhangxuan, Yu Zheng +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Molecular recording of cellular protein kinase activity with chemical labeling
2025/07/10 by De‐en Sun, Siu Wang Ng, Yu Zheng +12 · 1 voice · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Chemistry · #Computational Drug Discovery Methods #Biotin and Related Studies #Click Chemistry and Applications
- GenWorld: Towards Detecting AI-generated Real-world Simulation Videos
2025/06/12 by Weiliang Chen, Wenzhao Zheng, Chen, Weiliang +11 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability
2022/10/15 by Zhao Song, Song, Zhao, Yitan Wang +5 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Direct observation of quantum vortex fractionalization in multiband superconductors
2024/07/26 by Yu Zheng, Quanxin Hu, Zheng, Yu +29 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Physics of Superconductivity and Magnetism #Superconductivity (cond-mat.supr-con)
- In vivo multiplex imaging of dynamic neurochemical networks with designed far-red dopamine sensors
2025/06/05 by Yu Zheng, Ruyi Cai, Kui Wang +25 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Receptor Mechanisms and Signaling #Photoreceptor and optogenetics research #Neuroscience and Neuropharmacology Research
- A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models
2025/09/08 by Junjun Pan, Pan, Junjun, Yu Zheng +5 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Advanced Graph Neural Networks #Network Security and Intrusion Detection
- CrGATA4 contributes to salt stress tolerance and is associated with chlorophyll metabolic homeostasis in Chlamydomonas reinhardtii
2026/07/24 by Wei Liu, Mei Chang, Zixin Liao +5
Biochemistry, Genetics and Molecular Biology · #Bacterial Genetics and Biotechnology #Mitochondrial Function and Pathology #Photosynthetic Processes and Mechanisms