Counterfactual Neural Temporal Point Process for Estimating Causal
Influence of Misinformation on Social Media

Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media

Neural Information Processing Systems (NeurIPS), 2022

14 October 2022

Yizhou Zhang

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Papers citing "Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media"

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Title
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models Ching Chang Yidan Shi Defu Cao Wei Yang Jeehyun Hwang ... Jiacheng Pang Wei-Yao Wang Yan Liu Wen-Chih Peng Tien-Fu Chen AI4TS LRM 172 1 0 15 Sep 2025
MOCHA: Discovering Multi-Order Dynamic Causality in Temporal Point Processes Yunyang Cao Juekai Lin Wenhao Li Bo Jin AI4TS 76 0 0 26 Aug 2025
Learning Marked Temporal Point Process Explanations based on Counterfactual and Factual Reasoning Sishun Liu Ke Deng Xiuzhen Zhang Yan Wang AI4TS LRM 93 0 0 16 Aug 2025
Neural Spatiotemporal Point Processes: Trends and Challenges Sumantrak Mukherjee Mouad Elhamdi George Mohler David Selby Yao Xie Sebastian Vollmer Gerrit Grossmann AI4TS 773 1 0 13 Feb 2025
LAST SToP For Modeling Asynchronous Time Series Shubham Gupta Thibaut Durand Graham Taylor Lilian W. Białokozowicz AI4TS 209 1 0 04 Feb 2025
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time SeriesInternational Conference on Machine Learning (ICML), 2024 Qiang Huang Chuizheng Meng Defu Cao Biwei Huang Yi Chang Yan Liu 236 1 0 16 Aug 2024
Explainable History Distillation by Marked Temporal Point Process Sishun Liu Ke Deng Yan Wang Xiuzhen Zhang 189 0 0 13 Nov 2023
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning Chuizheng Meng Yihe Dong Sercan O. Arik Yan Liu Tomas Pfister CML AI4TS 293 1 0 01 Nov 2023
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare InterventionsNeural Information Processing Systems (NeurIPS), 2023 Caglar Hizli S. T. John A. Juuti Tuure Saarinen Kirsi Pietiläinen Pekka Marttinen CML 276 2 0 16 Jun 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive ReasoningNeural Information Processing Systems (NeurIPS), 2023 Xiaoming Shi Siqiao Xue Kangrui Wang Fan Zhou James Y. Zhang Jun-ping Zhou Chenhao Tan Hongyuan Mei ReLM LRM 255 75 0 26 May 2023
Interpretable Detection of Out-of-Context Misinformation with Neural-Symbolic-Enhanced Large Multimodal Model Yizhou Zhang Loc Trinh Defu Cao Zijun Cui Wenshu Fan 175 13 0 15 Apr 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden ConfoundersAAAI Conference on Artificial Intelligence (AAAI), 2023 Defu Cao James Enouen Yujing Wang Xiangchen Song Chuizheng Meng Hao Niu Yan Liu CML 144 26 0 04 Mar 2023
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations Xiongye Xiao De-An Cao Ruochen Yang Gaurav Gupta Gengshuo Liu Chenzhong Yin R. Balan P. Bogdan 413 11 0 04 Mar 2023
Estimating Treatment Effects in Continuous Time with Hidden Confounders Defu Cao James Enouen Wenshu Fan CML 226 2 0 19 Feb 2023
DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift Defu Cao Yousef El-Laham Loc Trinh Svitlana Vyetrenko Wenshu Fan 205 12 0 17 Nov 2022
Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues Canyu Chen Haoran Wang Matthew A. Shapiro Yunyu Xiao Fei Wang Kai Shu 190 13 0 10 Nov 2022