Jinhyeok Choi

According to our database, Jinhyeok Choi authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors.

Jinhyeok Choi, Heehyeon Kim, Joyce Jiyoung Whang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Learning Vehicle Dynamics From Cropped Image Patches for Robot Navigation in Unpaved Outdoor Terrains.

Jeonghyun Lee, Jinhyeok Choi, Simo Ryu, Hyunsik Oh, Suyoung Choi, Jemin Hwangbo

IEEE Robotics Autom. Lett., May, 2024

Not Only Rewards but Also Constraints: Applications on Legged Robot Locomotion.

Yunho Kim, Hyunsik Oh, Jeonghyun Lee, Jinhyeok Choi, Gwanghyeon Ji, Moonkyu Jung, Donghoon Youm, Jemin Hwangbo

IEEE Trans. Robotics, 2024

SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces.

Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang

Proceedings of the 3rd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024

2023

Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection.

Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang

Proceedings of the IEEE International Conference on Data Mining, 2023