Ruochen Kong

According to our database, Ruochen Kong authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

A critical node identification method for group targets based on structural similarity and effective communication distance.

Guoqing Qi, Ruochen Kong, Yinya Li, Andong Sheng

J. Frankl. Inst., 2026

2025

Deep Identification of Propagation Trees.

Zeeshan Memon, Ling Chen, Ruochen Kong, Vishwanath Seshagiri, Andreas Züfle, Liang Zhao

CoRR, March, 2025

Simulated Infectious Diseases Datasets with Controlled Data Bias.

Ruochen Kong, Taylor Anderson, Matthew Scotch, David J. Heslop, Yonchanok Khaokaew, Hao Xue, Li Xiong, Chandini Raina MacIntyre, Flora D. Salim, Andreas Züfle

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Human Mobility Prediction via Sparse Mixture-of-Experts and Hybrid Multi-Scale Encoding.

Yueyang Liu, Ruochen Kong, Andreas Züfle

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper].

Yueyang Liu, Lance Kennedy, Ruochen Kong, Joon-Seok Kim, Andreas Züfle

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility.

Ruochen Kong, Taylor Anderson, David J. Heslop, Matthew Scotch, Flora D. Salim, Chandini Raina MacIntyre, Andreas Züfle

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

2024

Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread.

Andreas Züfle, Flora D. Salim, Taylor Anderson, Matthew Scotch, Li Xiong, Kacper Sokol, Hao Xue, Ruochen Kong, David J. Heslop, Hye-Young Paik, C. Raina MacIntyre

ACM Trans. Spatial Algorithms Syst., June, 2024

Human Mobility Challenge: Are Transformers Effective for Human Mobility Prediction?

Ruochen Kong, Hossein Amiri, Yueyang Liu, Lance Kennedy, Misha Gupta, Joon-Seok Kim, Andreas Züfle

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Human Mobility Prediction Challenge, 2024

An Infectious Disease Spread Simulation to Control Data Bias.

Ruochen Kong, Taylor Anderson, David J. Heslop, Andreas Züfle

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies.

Hossein Amiri, Ruochen Kong, Andreas Züfle

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection, 2024

2022

Dynamic network embedding survey.

Guotong Xue, Ming Zhong, Jianxin Li, Jia Chen, Chengshuai Zhai, Ruochen Kong

Neurocomputing, 2022