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2307.08097
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EasyTPP: Towards Open Benchmarking Temporal Point Processes
International Conference on Learning Representations (ICLR), 2023
16 July 2023
Siqiao Xue
Xiaoming Shi
Zhixuan Chu
Yan Wang
Hongyan Hao
Fan Zhou
Caigao Jiang
Chenyuan Pan
James Y. Zhang
Qingsong Wen
Junqing Zhou
Hongyuan Mei
AI4TS
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Papers citing
"EasyTPP: Towards Open Benchmarking Temporal Point Processes"
17 / 17 papers shown
Benchmark Datasets for Lead-Lag Forecasting on Social Platforms
Kimia Kazemian
Zhenzhen Liu
Yangfanyu Yang
Katie Z Luo
Shuhan Gu
...
Jack Jansons
Kilian Q. Weinberger
John Thickstun
Yian Yin
Sarah Dean
AI4TS
113
0
0
05 Nov 2025
Addressing Mark Imbalance in Integration-free Neural Marked Temporal Point Processes
Sishun Liu
Ke Deng
Xiuzhen Zhang
Yongli Ren
Yan Wang
AI4TS
202
0
0
23 Oct 2025
Speculative Sampling for Parametric Temporal Point Processes
Marin Bilos
Anderson Schneider
Yuriy Nevmyvaka
AI4TS
140
0
0
22 Oct 2025
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
Rizal Fathony
Igor Melnyk
Owen Reinert
Nam H. Nguyen
Daniele Rosa
C. Bayan Bruss
AI4TS
329
1
0
13 Oct 2025
In-Context Learning of Temporal Point Processes with Foundation Inference Models
David Berghaus
Patrick Seifner
K. Cvejoski
C. Ojeda
Ramses J. Sanchez
AI4TS
168
6
0
29 Sep 2025
MOCHA: Discovering Multi-Order Dynamic Causality in Temporal Point Processes
Yunyang Cao
Juekai Lin
Wenhao Li
Bo Jin
AI4TS
136
0
0
26 Aug 2025
Categorical Distributions are Effective Neural Network Outputs for Event Prediction
Kevin Doran
Tom Baden
UQCV
187
0
0
29 Jul 2025
DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and Understanding
Yue Jiang
Jichu Li
Yang Liu
Jinjie Wei
F. I. S. Kevin Zhou
Quyu Kong
MLLM
258
5
0
23 May 2025
Neural Spatiotemporal Point Processes: Trends and Challenges
Sumantrak Mukherjee
Mouad Elhamdi
George Mohler
David Selby
Yao Xie
Sebastian Vollmer
Gerrit Grossmann
AI4TS
867
2
0
13 Feb 2025
Federated Neural Nonparametric Point Processes
Hui Chen
Hengyu Liu
Hengyu Liu
Xuhui Fan
Zhilin Zhao
Feng Zhou
Christopher J. Quinn
Longbing Cao
FedML
279
3
0
08 Oct 2024
EBES: Easy Benchmarking for Event Sequences
Dmitry Osin
Igor Udovichenko
Viktor Moskvoretskii
Egor Shvetsov
Evgeny Burnaev
500
7
0
04 Oct 2024
TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language Models
Zefang Liu
Yinzhu Quan
382
7
0
02 Oct 2024
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?
Ivan Karpukhin
F. Shipilov
Ivan A Kireev
AI4TS
363
12
0
20 Jun 2024
Latent Logic Tree Extraction for Event Sequence Explanation from LLMs
Zitao Song
Chao Yang
Chaojie Wang
Bo An
Shuang Li
575
10
0
03 Jun 2024
Deep Optimal Timing Strategies for Time Series
Chen Pan
Fan Zhou
Xuanwei Hu
Xinxin Zhu
Wenxin Ning
Zi Zhuang
Siqiao Xue
James Y. Zhang
Yun Hu
AI4TS
188
4
0
09 Oct 2023
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference
Yan Wang
Zhixuan Chu
Tao Zhou
Caigao Jiang
Hongyan Hao
...
Daixin Wang
Longfei Li
James Y. Zhang
Siqiao Xue
Junqing Zhou
BDL
AI4TS
790
0
0
06 Sep 2023
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yihong Dong
Ying Peng
Muqiao Yang
Songtao Lu
Qingjiang Shi
462
13
0
05 Jun 2021
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