Title
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach Yuting Huang Ziquan Fang Zhihao Zeng Lu Chen Yunjun Gao 63 0 0 23 May 2025
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices Patara Trirat Jae-Gil Lee 44 0 0 15 May 2025
Multi-modal Time Series Analysis: A Tutorial and Survey Yushan Jiang Kanghui Ning Zijie Pan Xuyang Shen Jingchao Ni Wenchao Yu Anderson Schneider Haifeng Chen Yuriy Nevmyvaka Dongjin Song AI4TS 332 2 0 17 Mar 2025
Can LLMs Understand Time Series Anomalies? Zihao Zhou Rose Yu AI4TS 111 8 0 13 Mar 2025
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement Yaxuan Kong Yiyuan Yang Yoontae Hwang Wenjie Du Stefan Zohren Zhangyang Wang Ming Jin Qingsong Wen AI4TS 79 4 0 26 Feb 2025
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization Haoxin Liu Chenghao Liu B. Prakash AI4TS LRM 102 7 0 09 Nov 2024
TimeSeriesExam: A time series understanding exam Yifu Cai Arjun Choudhry Mononito Goswami Artur Dubrawski ELM AI4TS 45 11 0 18 Oct 2024
Language Models Still Struggle to Zero-shot Reason about Time Series Mike A. Merrill Mingtian Tan Vinayak Gupta Tom Hartvigsen Tim Althoff AI4TS LRM 50 27 0 17 Apr 2024
Time Weaver: A Conditional Time Series Generation Model Sai Shankar Narasimhan Shubhankar Agarwal Oguzhan Akcin Sujay Sanghavi Sandeep Chinchali DiffM MedIm 80 20 0 05 Mar 2024
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 102 186 0 26 Sep 2023
Temporal Attention for Language Models Guy D. Rosin Kira Radinsky VLM 53 33 0 04 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 520 9,009 0 28 Jan 2022
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 510 28,659 0 26 Feb 2021
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 68 638 0 18 Jun 2020