Ruochen Kong

14 papers Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A critical node identification method for group targets based on structural similarity and effective communication distance.
J. Frankl. Inst.
Guoqing Qi, Ruochen Kong, Yinya Li, Andong Sheng
2025 J jnl
Deep Identification of Propagation Trees.
CoRR
Zeeshan Memon, Ling Chen, Ruochen Kong, Vishwanath Seshagiri, Andreas Züfle, Liang Zhao
2025 — conf
EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility.
SIGSPATIAL/GIS
Ruochen Kong, Taylor Anderson, David J. Heslop, Matthew Scotch, Flora D. Salim, Chandini Raina MacIntyre, Andreas Züfle
2025 — conf
Human Mobility Prediction via Sparse Mixture-of-Experts and Hybrid Multi-Scale Encoding.
SIGSPATIAL/GIS
Yueyang Liu, Ruochen Kong, Andreas Züfle
2025 — conf
Simulated Infectious Diseases Datasets with Controlled Data Bias.
KDD (2)
Ruochen Kong, Taylor Anderson, Matthew Scotch, David J. Heslop, Yonchanok Khaokaew, Hao Xue, Li Xiong, Chandini Raina MacIntyre, Flora D. Salim, Andreas Züfle
2025 — conf
Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper].
SIGSPATIAL/GIS
Yueyang Liu, Lance Kennedy, Ruochen Kong, Joon-Seok Kim, Andreas Züfle
2025 J jnl
Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper].
CoRR
Yueyang Liu, Lance Kennedy, Ruochen Kong, Joon-Seok Kim, Andreas Züfle
2024 — conf
An Infectious Disease Spread Simulation to Control Data Bias.
SIGSPATIAL/GIS
Ruochen Kong, Taylor Anderson, David J. Heslop, Andreas Züfle
2024 — conf
Human Mobility Challenge: Are Transformers Effective for Human Mobility Prediction?
HuMob-Challenge@SIGSPATIAL
Ruochen Kong, Hossein Amiri, Yueyang Liu, Lance Kennedy, Misha Gupta, Joon-Seok Kim, Andreas Züfle
2024 J jnl
Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread.
ACM Trans. Spatial Algorithms Syst.
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
2024 — conf
Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies.
GeoAnomalies@SIGSPATIAL
Hossein Amiri, Ruochen Kong, Andreas Züfle
2024 J jnl
Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies.
CoRR
Hossein Amiri, Ruochen Kong, Andreas Züfle
2022 J jnl
Dynamic network embedding survey.
Neurocomputing
Guotong Xue, Ming Zhong, Jianxin Li, Jia Chen, Chengshuai Zhai, Ruochen Kong
2021 J jnl
Dynamic Network Embedding Survey.
CoRR
Guotong Xue, Ming Zhong, Jianxin Li, Jia Chen, Chengshuai Zhai, Ruochen Kong