Jiarui Sun

According to our database, Jiarui Sun authored at least 16 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

S2Act: Simple Spiking Actor.

Ugur Akcal, Seung Hyun Kim, Mikihisa Yuasa, Hamid Osooli, Jiarui Sun, Ribhav Sahu, Mattia Gazzola, Huy T. Tran, Girish Chowdhary

CoRR, March, 2026

Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment.

Liang Wang, Junpeng Wang, Chin-Chia Michael Yeh, Yan Zheng, Jiarui Sun, Xiran Fan, Xin Dai, Yujie Fan, Yiwei Cai

CoRR, February, 2026

TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding.

Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

TiCT: A Synthetically Pre-Trained Foundation Model for Time Series Classification.

Chin-Chia Michael Yeh, Uday Singh Saini, Junpeng Wang, Xin Dai, Xiran Fan, Jiarui Sun, Yujie Fan, Yan Zheng

CoRR, November, 2025

TransactionGPT.

Yingtong Dou, Zhimeng Jiang, Tianyi Zhang, Mingzhi Hu, Zhichao Xu, Shubham Jain, Uday Singh Saini, Xiran Fan, Jiarui Sun, Menghai Pan, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yujie Fan, Vineeth Rakesh, Huiyuan Chen, Mangesh Bendre, Zhongfang Zhuang, Xiaoting Li, Prince Osei Aboagye, Vivian Lai, Minghua Xu, Hao Yang, Yiwei Cai, Mahashweta Das, Yuzhong Chen

CoRR, November, 2025

Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers.

Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng, Girish Chowdhary

CoRR, March, 2025

MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning.

Jiarui Sun, M. Ugur Akcal, Girish Chowdhary, Wei Zhang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

EiFormer: Improving Inverted Transformers for Efficient Time Series Forecasting in Large-Scale Spatial-Temporal Data.

Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng, Girish Chowdhary

Proceedings of the IEEE International Conference on Big Data, 2025

2024

CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion.

Jiarui Sun, Girish Chowdhary

Proceedings of the Computer Vision - ECCV 2024, 2024

Revealing the Power of Masked Autoencoders in Traffic Forecasting.

Jiarui Sun, Yujie Fan, Chin-Chia Michael Yeh, Wei Zhang, Girish Chowdhary

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Revealing the Power of Spatial-Temporal Masked Autoencoders in Multivariate Time Series Forecasting.

Jiarui Sun, Yujie Fan, Chin-Chia Michael Yeh, Wei Zhang, Girish Chowdhary

CoRR, 2023

Towards Globally Consistent Stochastic Human Motion Prediction via Motion Diffusion.

Jiarui Sun, Girish Chowdhary

CoRR, 2023

Towards Accurate Human Motion Prediction via Iterative Refinement.

Jiarui Sun, Girish Chowdhary

CoRR, 2023

2022

Dynamic Graph Node Classification via Time Augmentation.

Jiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary, Wei Zhang

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Elastica: A Compliant Mechanics Environment for Soft Robotic Control.

Noel M. Naughton, Jiarui Sun, Arman Tekinalp, Tejaswin Parthasarathy, Girish Chowdhary, Mattia Gazzola

IEEE Robotics Autom. Lett., 2021

2020

Elastica: A compliant mechanics environment for soft robotic control.

Noel M. Naughton, Jiarui Sun, Arman Tekinalp, Girish Chowdhary, Mattia Gazzola

CoRR, 2020