Title
Using LLMs for Analyzing AIS Data Gaspard Mertends Gilles Dejaegere Mahmoud Sakr 107 0 0 10 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 171 0 0 02 Apr 2025
RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration Alicia Russell-Gilbert Sudip Mittal Shahram Rahimi Maria Seale Joseph E. Jabour Thomas Arnold Joshua Church 71 1 0 04 Mar 2025
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction Yuan Yuan Jingtao Ding Chonghua Han Depeng Jin Yong Li Yong Li AI4TS AI4CE 131 2 0 20 Nov 2024
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts Xiaoming Shi Shiyu Wang Yuqi Nie Dianqi Li Zhou Ye Qingsong Wen Ming Jin AI4TS 93 44 0 24 Sep 2024
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 75 4 0 30 Aug 2024
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Zahra Zamanzadeh Darban Yiyuan Yang Geoffrey I. Webb Charu C. Aggarwal Qingsong Wen Xiaojun Jia Mahsa Salehi 93 0 0 17 Apr 2024
Deep Learning for Multivariate Time Series Imputation: A Survey Jun Wang Wenjie Du Yiyuan Yang Linglong Qian Wei Cao Yuxuan Liang Wenjia Wang Yuxuan Liang Qingsong Wen AI4TS SyDa BDL 81 41 0 06 Feb 2024
Clairvoyance: A Pipeline Toolkit for Medical Time Series Daniel Jarrett Jinsung Yoon Ioana Bica Zhaozhi Qian A. Ercole M. Schaar AI4TS 48 36 0 28 Oct 2023
Where Would I Go Next? Large Language Models as Human Mobility Predictors Xinglei Wang Meng Fang Zichao Zeng Tao Cheng 42 57 0 29 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 78 39 0 24 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 104 665 0 18 Aug 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 108 124 0 25 Jul 2023
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models Boyu Zhang Hongyang Yang Xiao-Yang Liu 35 66 0 22 Jun 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 157 74 0 19 Jun 2023
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting Vijayabharathi Ekambaram Arindam Jati Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AI4TS 95 150 0 14 Jun 2023
Valley: Video Assistant with Large Language model Enhanced abilitY Ruipu Luo Ziwang Zhao Min Yang Junwei Dong Da Li Pengcheng Lu Tao Wang Linmei Hu Ming-Hui Qiu MLLM 98 203 0 12 Jun 2023
Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks Haiyang Xu Qinghao Ye Xuan-Wei Wu Mingshi Yan Yuan Miao ... Qingfang Qian Maofei Que Ji Zhang Xiaoyan Zeng Feiyan Huang VLM MLLM 79 23 0 07 Jun 2023
Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities Maryam Shaygan Collin Meese Wanxin Li Xiaoliang (George) Zhao Mark M. Nejad 55 116 0 31 May 2023
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset Sihan Chen Handong Li Qunbo Wang Zijia Zhao Ming-Ting Sun Xinxin Zhu Qingbin Liu 127 104 0 29 May 2023
Building Transportation Foundation Model via Generative Graph Transformer Xuhong Wang Ding Wang Liang Chen Yilun Lin AI4CE 40 23 0 24 May 2023
Federated Prompt Learning for Weather Foundation Models on Devices Shen Chen Guodong Long Tao Shen Jing Jiang Tianyi Zhou FedML 62 11 0 23 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 118 83 0 22 May 2023
W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting Xin Man Chenghong Zhang Jin Feng Changyu Li Jie Shao AI4Cl 79 25 0 18 Apr 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 68 130 0 13 Apr 2023
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering Hung-Ting Su Yulei Niu Xudong Lin Winston H. Hsu Shih-Fu Chang VGen ELM 77 6 0 07 Apr 2023
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead Kan Chen Tao Han Junchao Gong Lei Bai Fenghua Ling ... Rui Su Yuanzheng Ci Bin Li Xiaokang Yang Wanli Ouyang AI4Cl AI4CE 168 182 0 06 Apr 2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo A. Piergiovanni Dahun Kim Xiyang Luo Benjamin Caine ... Luowei Zhou Andrew M. Dai Zhifeng Chen Claire Cui A. Angelova MLLM VLM 69 24 0 29 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models Kunchang Li Yali Wang Yizhuo Li Yi Wang Yinan He Limin Wang Yu Qiao VGen 93 166 0 28 Mar 2023
Frozen Language Model Helps ECG Zero-Shot Learning Jun Yu Li Che Liu Sibo Cheng Rossella Arcucci linda Qiao 52 62 0 22 Mar 2023
AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes Zhiqiang Zhou Chaoli Zhang Lingna Ma Jing Gu Huajie Qian Qingsong Wen Liang Sun Pengxi Li Zhimin Tang 36 17 0 07 Mar 2023
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling Jiaxiang Dong Haixu Wu Haoran Zhang Li Zhang Jianmin Wang Mingsheng Long AI4TS 91 92 0 02 Feb 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data Shen Chen Guodong Long Tao Shen Jing Jiang AI4TS 52 37 0 22 Jan 2023
VindLU: A Recipe for Effective Video-and-Language Pretraining Feng Cheng Xizi Wang Jie Lei David J. Crandall Joey Tianyi Zhou Gedas Bertasius VLM 69 79 0 09 Dec 2022
Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models Qiong Wu Jian Li Zhenming Liu Jun Luo Ning Zhang 54 4 0 01 Dec 2022
A Graph Regularized Point Process Model For Event Propagation Sequence Siqiao Xue Xiaoming Shi Hongyan Hao Lintao Ma Shiyu Wang Shijun Wang James Y. Zhang AI4TS 45 11 0 21 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 104 680 0 10 Nov 2022
Make-A-Video: Text-to-Video Generation without Text-Video Data Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 74 1,406 0 29 Sep 2022
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting Hao Xue Flora D.Salim AI4TS 84 154 0 20 Sep 2022
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Luowei Zhou Yucheng Zhao Yujia Xie Ce Liu Yu-Gang Jiang Lu Yuan MLLM VLM 73 151 0 15 Sep 2022
Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds Aristotelis Ballas Vasileios Papapanagiotou A. Delopoulos Christos Diou 39 14 0 31 Aug 2022
Affinity-Aware Resource Provisioning for Long-Running Applications in Shared Clusters Clément Mommessin Renyu Yang N. V. Shakhlevich Xiaoyang Sun Shylendra Kumar Junqing Xiao Jie Xu 30 10 0 26 Aug 2022
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting Zhihan Gao Xingjian Shi Hao Wang Yi Zhu Yuyang Wang Mu Li Dit-Yan Yeung AI4TS 76 156 0 12 Jul 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 176 1,110 0 22 Jun 2022
Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting Zezhi Shao Zhao Zhang Fei Wang Yongjun Xu AI4TS 89 222 0 18 Jun 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 90 282 0 17 Jun 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid 127 236 0 16 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 263 2,462 0 15 Jun 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model Jinan Zou Hai Cao Lingqiao Liu Yuhao Lin Ehsan Abbasnejad Javen Qinfeng Shi AIFin 36 17 0 14 Jun 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 350 6,830 0 13 Apr 2022