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Qingsong Wen

  1. FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
    2022/01/30 by Tian Zhou, Zhou, Tian, Ziqing Ma +9 · 200 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  2. Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
    2024/09/24 by Xiaoming Shi, Shiyu Wang, Shi, Xiaoming +11 · 89 citations
    Economics, Econometrics and Finance · Computer Science · #Complex Systems and Time Series Analysis #Time Series Analysis and Forecasting
  3. MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
    2024/08/23 by Yifan Zhang, Zhang, Yi-Fan, Huanyu Zhang +22 · 71 citations
    Computer Science · #Semantic Web and Ontologies
  4. Large Language Models for Education: A Survey and Outlook
    2024/03/26 by Shen Wang, Tianlong Xu, T. Xu +14 · 57 citations
    Computer Science · #Topic Modeling
  5. A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
    2024/06/15 by Yuqi Nie, Yaxuan Kong, Nie, Yuqi +11 · 1 voice · 21 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Stock Market Forecasting Methods #cs.AI #q-fin.CP #q-fin.GN
  6. Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
    2024/02/04 by Peng Chen, Chen, Peng, Yingying Zhang +13 · 33 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  7. AutoSurvey: Large Language Models Can Automatically Write Surveys
    2024/06/10 by Yidong Wang, Qi Guo, Wang, Yidong +23 · 37 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  8. Unlocking the Power of LSTM for Long Term Time Series Forecasting
    2024/08/19 by Yaxuan Kong, Kong, Yaxuan, Zepu Wang +13 · 1 voice · 12 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #cs.LG
  9. FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
    2022/05/18 by Tian Zhou, Zhou, Tian, Ziqing Ma +11 · 15 citations
    Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Forecasting Techniques and Applications
  10. UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
    2023/10/22 by Yibo Yan, Yan, Yibo, Haomin Wen +13 · 17 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Text and Document Classification Technologies
  11. Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis
    2024/06/12 by Haoxin Liu, Liu, Haoxin, Shangqing Xu +19 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  12. RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series
    2018/12/05 by Qingsong Wen, Jingkun Gao, Wen, Qingsong +9 · 8 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #electronic engineering #information engineering
  13. Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects
    2023/06/16 by Kexin Zhang, Zhang, Kexin, Qingsong Wen +19 · 13 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  14. OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling
    2023/09/22 by Yifan Zhang, Zhang, Yi-Fan, Qingsong Wen +15 · 12 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Energy Management
  15. A Survey on Post-training of Large Language Models
    2025/03/08 by Guiyao Tie, Tie, Guiyao, Zeli Zhao +52 · 1 voice · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  16. CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
    2023/05/20 by Xue Wang, Xue, Wang, Tian Zhou +9 · 10 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
  17. A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
    2024/04/29 by Yiyuan Yang, Yang, Yiyuan, Ming Jin +21 · 14 citations
    Computer Science · #Time Series Analysis and Forecasting
  18. Debiasing Multimodal Large Language Models via Penalization of Language Priors
    2024/03/08 by Yifan Zhang, Zhang, YiFan, Shi, Yang +13 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  19. Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models
    2024/06/12 by Yifan Zhang, Qingsong Wen, Zhang, Yi-Fan +10 · 13 citations
    Computer Science · #Advanced Computational Techniques and Applications
  20. Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
    2025/02/26 by Yaxuan Kong, Yiyuan Yang, Kong, Yaxuan +13 · 20 citations
    Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Seismology and Earthquake Studies
  21. RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
    2020/02/21 by Jingkun Gao, Gao, Jingkun, Xiaomin Song +9 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  22. EasyTPP: Towards Open Benchmarking Temporal Point Processes
    2023/07/16 by Siqiao Xue, Xue, Siqiao, Xiaoming Shi +21 · 8 citations
    Computer Science · #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  23. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    2025/03/12 by Miao Yu, Yu, Miao, Fanci Meng +21 · 18 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Big Data and Digital Economy #Ethics and Social Impacts of AI
  24. Position: What Can Large Language Models Tell Us about Time Series Analysis
    2024/02/05 by Ming Jin, Jin, Ming, Yifan Zhang +15 · 9 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events
    2023/06/14 by Hengbo Liu, Ziqing Ma, Liu, Hengbo +13 · 6 citations
    Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Grey System Theory Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods
  26. CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models for over 100 Countries
    2025/01/02 by Shudong Liu, Liu, Shudong, Yiqiao Jin +15 · 12 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Media, Religion, Digital Communication
  27. Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
    2024/05/23 by Qingxiang Liu, Liu, Qingxiang, Xu Liu +7 · 8 citations
    Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  28. AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management
    2025/03/06 by Junyuan Mao, Mao, Junyuan, Meng, Fanci +14 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Big Data and Digital Economy #Blockchain Technology Applications and Security
  29. Explaining Time Series via Contrastive and Locally Sparse Perturbations
    2024/01/16 by Zichuan Liu, Yingying Zhang, Liu, Zichuan +19 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  30. Bringing Generative AI to Adaptive Learning in Education
    2024/02/02 by Hang Li, Tianlong Xu, Li, Hang +15 · 5 citations
    Computer Science · #Online Learning and Analytics
  31. NetSafe: Exploring the Topological Safety of Multi-agent Networks
    2024/10/21 by Miao Yu, Yu, Miao, Shilong Wang +15 · 7 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
  32. RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
    2019/06/10 by Qingsong Wen, Jingkun Gao, Wen, Qingsong +7 · 2 citations
    Computer Science · #Time Series Analysis and Forecasting #Image and Signal Denoising Methods #Blind Source Separation Techniques
  33. AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes
    2023/03/07 by Zhiqiang Zhou, Chaoli Zhang, Zhou, Zhiqiang +15 · 3 citations
    Computer Science · Engineering · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  34. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    2025/02/01 by Yuan Gao, Hao Wu, Gao, Yuan +24 · 11 citations
    Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
  35. CulturePark: Boosting Cross-cultural Understanding in Large Language Models
    2024/05/24 by Cheng Li, Damien Teney, Li, Cheng +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Natural Language Processing Techniques
  36. How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook
    2025/03/14 by Haoxin Liu, Harshavardhan Kamarthi, Liu, Haoxin +14 · 8 citations
    Computer Science · #Time Series Analysis and Forecasting #Data Visualization and Analytics #Advanced Text Analysis Techniques
  37. 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
  38. Foundation Models for Education: Promises and Prospects
    2024/04/08 by Tianlong Xu, Richard M. Tong, Xu, Tianlong +9 · 3 citations
    Computer Science · #Educational Innovations and Challenges
  39. Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adapt
    2024/03/22 by Yifan Zhang, Zhang, YiFan, Weiqi Chen +17 · 3 citations
    Computer Science · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  40. Generative Semi-supervised Graph Anomaly Detection
    2024/02/19 by Hezhe Qiao, Qingsong Wen, Qiao, Hezhe +7 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
  41. ADGym: Design Choices for Deep Anomaly Detection
    2023/09/27 by Minqi Jiang, Chaochuan Hou, Jiang, Minqi +13 · 3 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  42. Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
    2022/10/24 by Chenxiao Yang, Qitian Wu, Yang, Chenxiao +9 · 2 citations
    Computer Science · Psychology · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health Research Topics #Mental Health via Writing
  43. Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery
    2025/03/01 by Xinliang Zhou, Zhou, Xinliang, Chenyu Liu +11 · 7 citations
    Neuroscience · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Face Recognition and Perception
  44. Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models
    2025/03/14 by Xu Liu, Liu, Xu, Taha Aksu +17 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
  45. LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
    2023/10/09 by Feiyi Chen, Chen, Feiyi, Qin, Zhen +10 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  46. Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation
    2025/07/24 by Shiyuan Li, Yixin Liu, Li, Shiyuan +7 · 13 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
  47. HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting
    2024/01/10 by Shubao Zhao, Zhao, Shubao, Ming Jin +11 · 2 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  48. RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
    2024/02/03 by Hao Cheng, Cheng, Hao, Qingsong Wen +5 · 2 citations
    Economics, Econometrics and Finance · Decision Sciences · #Market Dynamics and Volatility #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  49. Load Data Valuation in Multi-Energy Systems: An End-to-End Approach
    2023/11/16 by Yangze Zhou, Zhou, Yangze, Qingsong Wen +7 · 2 citations
    Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Electrical engineering #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  50. RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems
    2025/03/06 by Y. Zhang, Ouyang, Biao, Zhang, Yingying +14 · 4 citations
    Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Cloud Data Security Solutions #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. Knowledge Tagging with Large Language Model based Multi-Agent System
    2024/09/12 by Hang Li, Tianlong Xu, Li, Hang +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  52. Achieving Time Series Reasoning Requires Rethinking Model Design, Tasks Formulation, and Evaluation
    2025/02/03 by Yaxuan Kong, Yiyuan Yang, Kong, Yaxuan +17 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  53. LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models
    2024/12/28 by Miao Yu, Junfeng Fang, Yu, Miao +11 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Hate Speech and Cyberbullying Detection #Law, AI, and Intellectual Property
  54. CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
    2026/05/15 by Haolin Chen, Deon Metelski, Leon Qi +30 · 1 voice
    Computer Science · #cs.CL #cs.AI
  55. Foundation Models for Time Series Analysis: A Tutorial and Survey
    2024/03/21 by Yuxuan Liang, Haomin Wen, Yuqi Nie +5 · 1 voice
    Computer Science · #cs.LG
  56. Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia
    2024/10/02 by Miao Yu, Junyuan Mao, Yu, Miao +17 · 2 citations
    Computer Science · Neuroscience · #Artificial Intelligence in Education #Neuroscience, Education and Cognitive Function
  57. Bridging AI and Energy Forecasting: An Autonomous Workflow with Customized Toolkit
    2023/07/14 by Zhixian Wang, Qingsong Wen, Wang, Zhixian +11 · 1 citation
    Computer Science · Engineering · Mathematics · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting #cs.LG #stat.ML
  58. Comba: Improving Bilinear RNNs with Closed-loop Control
    2025/06/03 by Jiaxi Hu, Yongqi Pan, Hu, Jiaxi +12 · 2 citations
    Computer Science · #Topic Modeling #Neural Networks and Applications #Adversarial Robustness in Machine Learning
  59. Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
    2023/11/26 by Feiyi Chen, Chen, Feiyi, Y. Zhang +13 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  60. Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting
    2024/05/25 by Jiaxi Hu, Disen Lan, Hu, Jiaxi +7 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  61. Turb-L1: Achieving Long-term Turbulence Tracing By Tackling Spectral Bias
    2025/05/25 by Hao Wu, Wu, Hao, Yuan Gao +19 · 4 citations
    Engineering · Earth and Planetary Sciences · #Fluid Dynamics and Turbulent Flows #Meteorological Phenomena and Simulations
  62. LogoRA: Local-Global Representation Alignment for Robust Time Series Classification
    2024/09/12 by Huanyu Zhang, Zhang, Huanyu, Yifan Zhang +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  63. UniEDU: A Unified Language and Vision Assistant for Education Applications
    2025/03/26 by Zhendong Chu, Chu, Zhendong, Jian Xie +7 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Power Systems and Technologies #Robotics and Automated Systems #Semantic Web and Ontologies
  64. AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
    2024/09/14 by Tianlong Xu, Xu, Tianlong, Yifan Zhang +7 · 1 citation
    Computer Science · #Online Learning and Analytics
  65. Advanced Long-term Earth System Forecasting
    2025/05/26 by Hao Wu, Yuan Gao, Wu, Hao +49 · 7 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #I.2.10 #I.4.9 #Machine Learning (cs.LG)
  66. DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
    2025/05/13 by Zahra Zamanzadeh Darban, Yiyuan Yang, Geoffrey I. Webb +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  67. Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions
    2024/12/22 by Hang Li, Li, Hang, Tingfa Xu +12 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
  68. Multi-Order Wavelet Derivative Transform for Deep Time Series Forecasting
    2025/05/17 by Ziyu Zhou, Zhou, Ziyu, Jiaxi Hu +7 · 2 citations
    Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  69. Adapting Embedding Models for Agent Capability Retrieval
    2026/07/19 by Tingwei Chen, Yunxiao Shi, Zhengdong Chu +2
    #cs.IR