Transformer Hawkes Process

21 February 2020

Papers citing "Transformer Hawkes Process"

48 / 148 papers shown

Title
Beyond Hawkes: Neural Multi-event Forecasting on Spatio-temporal Point Processes Negar Erfanian Santiago Segarra Maarten V. de Hoop AI4TS 16 1 0 05 Nov 2022
An Empirical Study on Data Leakage and Generalizability of Link Prediction Models for Issues and Commits Maliheh Izadi Pooya Rostami Mazrae T. Mens Arie van Deursen 35 2 0 01 Nov 2022
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes Govind V Waghmare Ankur Debnath Siddhartha Asthana Aakarsh Malhotra 33 6 0 27 Oct 2022
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media Yizhou Zhang Defu Cao Yong-Jin Liu CML 27 23 0 14 Oct 2022
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences Siqiao Xue Xiaoming Shi James Y. Zhang Hongyuan Mei AI4TS 19 34 0 04 Oct 2022
HyperHawkes: Hypernetwork based Neural Temporal Point Process Manisha Dubey P. K. Srijith M. Desarkar AI4TS 123 1 0 01 Oct 2022
Differentially Private Estimation of Hawkes Process Simiao Zuo Tianyi Liu Tuo Zhao H. Zha 26 1 0 15 Sep 2022
Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes S. Wei Yao Xie C. Josef Rishikesan Kamaleswaran 59 9 0 09 Sep 2022
Challenges and opportunities in applying Neural Temporal Point Processes to large scale industry data Dominykas Seputis Jevgenij Gamper Remigijus Paulavičius AI4TS 11 1 0 18 Aug 2022
Online Learning for Mixture of Multivariate Hawkes Processes Mohsen Ghassemi Niccolò Dalmasso Simran Lamba Vamsi K. Potluru Sameena Shah T. Balch Manuela Veloso 16 3 0 16 Aug 2022
Learning Point Processes using Recurrent Graph Network Saurabh Dash Xueyuan She Saibal Mukhopadhyay GNN 11 3 0 11 Aug 2022
Exploring Generative Neural Temporal Point Process Haitao Lin Lirong Wu Guojiang Zhao Pai Liu Stan Z. Li DiffM 18 25 0 03 Aug 2022
Differentially Private Learning of Hawkes Processes Mohsen Ghassemi Eleonora Kreavcić Niccolò Dalmasso Vamsi K. Potluru T. Balch Manuela Veloso 20 1 0 27 Jul 2022
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes Vinayak Gupta Srikanta J. Bedathur Sourangshu Bhattacharya A. De AI4TS 41 13 0 23 Jun 2022
ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences Vinayak Gupta Srikanta J. Bedathur AI4TS 30 16 0 10 Jun 2022
CEP3: Community Event Prediction with Neural Point Process on Graph Xuhong Wang Sirui Chen Yixuan He Minjie Wang Quan Gan Yupu Yang Junchi Yan 25 0 0 21 May 2022
Mutual Distillation Learning Network for Trajectory-User Linking Wei Chen Shuzhe Li Chao Huang Yanwei Yu Yongguo Jiang Junyu Dong 24 29 0 08 May 2022
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation Chao Chen Haoyu Geng Nianzu Yang Junchi Yan Daiyue Xue Jianping Yu Xiaokang Yang HAI AI4TS 27 11 0 30 Mar 2022
Variational Neural Temporal Point Process Deokjun Eom Sehyun Lee Jaesik Choi BDL AI4TS 38 2 0 17 Feb 2022
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences Vinayak Gupta Srikanta J. Bedathur A. De AI4TS 25 13 0 17 Feb 2022
Flexible Triggering Kernels for Hawkes Process Modeling Yamac Alican Isik Connor Davis Paidamoyo Chapfuwa Ricardo Henao AI4TS 14 0 0 03 Feb 2022
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes Chao Qu Xiaoyu Tan Siqiao Xue Xiaoming Shi James Y. Zhang Hongyuan Mei OffRL 30 17 0 29 Jan 2022
Spatiotemporal Clustering with Neyman-Scott Processes via Connections to Bayesian Nonparametric Mixture Models Yixin Wang Anthony Degleris Alex H. Williams Scott W. Linderman 31 3 0 13 Jan 2022
Transformer Embeddings of Irregularly Spaced Events and Their Participants Chenghao Yang Hongyuan Mei Jason Eisner AI4TS 20 58 0 31 Dec 2021
Universal Transformer Hawkes Process with Adaptive Recursive Iteration Lu-ning Zhang Jian-wei Liu Zhibin Song Xin Zuo 17 4 0 29 Dec 2021
Bayesian Neural Hawkes Process for Event Uncertainty Prediction Manisha Dubey Ragja Palakkadavath P. K. Srijith BDL 16 6 0 29 Dec 2021
Temporal Attention Augmented Transformer Hawkes Process Lu-ning Zhang Jian-wei Liu Zhibin Song Xin Zuo AI4TS 28 10 0 29 Dec 2021
Tri-Transformer Hawkes Process: Three Heads are better than one Zhi-yan Song Jian-wei Liu Lu-ning Zhang Ya-nan Han 15 0 0 24 Dec 2021
Learning Generalizable Vision-Tactile Robotic Grasping Strategy for Deformable Objects via Transformer Yunhai Han Kelin Yu Rahul Batra Nathan Boyd Chaitanya Mehta T. Zhao Y. She S. Hutchinson Ye Zhao ViT 29 43 0 13 Dec 2021
Neural Point Process for Learning Spatiotemporal Event Dynamics Zihao Zhou Xingyi Yang Ryan A. Rossi Handong Zhao Rose Yu 3DPC 34 32 0 12 Dec 2021
Modelling Direct Messaging Networks with Multiple Recipients for Cyber Deception Kristen Moore Cody James Christopher David Liebowitz Surya Nepal R. Selvey 26 4 0 21 Nov 2021
Learning Neural Models for Continuous-Time Sequences Vinayak Gupta AI4TS 20 0 0 13 Nov 2021
Deep Neyman-Scott Processes Chengkuan Hong C. Shelton 20 5 0 06 Nov 2021
An Empirical Study: Extensive Deep Temporal Point Process Haitao Lin Cheng Tan Lirong Wu Zhangyang Gao Stan. Z. Li AI4TS 13 12 0 19 Oct 2021
Extracting Attentive Social Temporal Excitation for Sequential Recommendation Yunzhe Li Yue Ding Bo Chen Xin Xin Yule Wang Yuxiang Shi Ruiming Tang Dong Wang AI4TS 27 15 0 28 Sep 2021
Region Invariant Normalizing Flows for Mobility Transfer Vinayak Gupta Srikanta J. Bedathur 69 12 0 13 Sep 2021
CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation Y. Tashiro Jiaming Song Yang Song Stefano Ermon BDL DiffM 24 516 0 07 Jul 2021
Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions Tianbo Li Tian-jian Luo Yiping Ke Sinno Jialin Pan 12 4 0 07 Jul 2021
Neural Spectral Marked Point Processes Shixiang Zhu Haoyun Wang Zheng Dong Xiuyuan Cheng Yao Xie 8 14 0 20 Jun 2021
Nonlinear Hawkes Processes in Time-Varying System Feng Zhou Quyu Kong Yixuan Zhang Cheng Feng Jun Zhu 19 6 0 09 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 46 9 0 05 Jun 2021
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event Sequences A. Panos Ioannis Kosmidis P. Dellaportas 12 2 0 30 May 2021
Nonlinear Hawkes Process with Gaussian Process Self Effects Noa Malem-Shinitski C. Ojeda Manfred Opper SyDa 12 2 0 20 May 2021
Deep Convolution for Irregularly Sampled Temporal Point Clouds Erich Merrill Stefan Lee Li Fuxin Thomas G. Dietterich Alan Fern 3DPC 31 1 0 01 May 2021
Survey on Modeling Intensity Function of Hawkes Process Using Neural Models Jayesh Malaviya AI4TS 8 2 0 22 Apr 2021
Hawkes Processes on Graphons Hongteng Xu Dixin Luo H. Zha 37 1 0 04 Feb 2021
Long Horizon Forecasting With Temporal Point Processes Prathamesh Deshpande Kamlesh Marathe A. De Sunita Sarawagi AI4TS 24 20 0 08 Jan 2021
Fast and Flexible Temporal Point Processes with Triangular Maps Oleksandr Shchur Nicholas Gao Marin Bilovs Stephan Günnemann 8 33 0 22 Jun 2020