Cheng Long

1. TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment
   2024/06/03 by Chenxi Liu, Qianxiong Xu, Liu, Chenxi +12 · 39 citations
   Computer Science · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities
   2024/02/27 by Yu Nong, Mohammed Aldeen, Nong, Yu +9 · 10 citations
   Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering Research
3. AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
   2024/02/06 by Kethmi Hirushini Hettige, Jiahao Ji, Hettige, Kethmi Hirushini +9 · 9 citations
   Environmental Science · #Air Quality Monitoring and Forecasting #Air Quality and Health Impacts #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
4. Mask-based Membership Inference Attacks for Retrieval-Augmented Generation
   2024/10/26 by Mingrui Liu, Liu, Mingrui, Sixiao Zhang +3 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Topic Modeling
5. KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
   2023/11/05 by Qianxiong Xu, Cheng Long, Xu, Qianxiong +9 · 4 citations
   Earth and Planetary Sciences · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Cryospheric studies and observations #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Remote-Sensing Image Classification
6. iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search
   2024/09/04 by Yuexuan Xu, Xu, Yuexuan, Jianyang Gao +7 · 5 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #Data Mining Algorithms and Applications #Geographic Information Systems Studies
7. Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation
   2025/05/04 by Chenxi Liu, Liu, Chenxi, Miao Hao +12 · 6 citations
   Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Topic Modeling
8. DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph
   2025/02/11 by Ziqi Yin, Jianyang Gao, Yin, Ziqi +7 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Advanced Vision and Imaging
9. Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics
   2024/03/18 by Yile Chen, Chen, Yile, Xiucheng Li +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Music and Audio Processing
10. A Survey on Neural Open Information Extraction: Current Status and Future Directions
    2022/05/24 by Shaowen Zhou, Bowen Yu, Zhou, Shaowen +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
11. Reinforcement Learning Enhanced Weighted Sampling for Accurate Subgraph Counting on Fully Dynamic Graph Streams
    2022/11/13 by Kaixin Wang, Wang, Kaixin, Cheng Long +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Age of Information Optimization #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
12. Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era
    2025/05/05 by Chenxi Liu, Shaowen Zhou, Liu, Chenxi +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
13. Resource-Efficient and Self-Adaptive Quantum Search in a Quantum-Classical Hybrid System
    2024/05/07 by Zihao Jiang, Jiang, Zihao, Zefan Du +13 · 1 citation
    Computer Science · Physics and Astronomy · #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
14. Maximal Clique Enumeration with Hybrid Branching and Early Termination
    2024/12/11 by Kaixin Wang, Wang, Kaixin, Kaiqiang Yu +3 · 1 citation
    Mathematics · Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Combinatorial Mathematics #semigroups and automata theory #DNA and Biological Computing
15. Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation
    2024/11/03 by Mingrui Liu, Sixiao Zhang, Liu, Mingrui +3 · 1 citation
    Computer Science · #Expert finding and Q&A systems #Recommender Systems and Techniques #Mobile Crowdsensing and Crowdsourcing