Scholar
Yi-Ting Chen
Google Scholar ID: 8tRH7RMAAAAJ
Associate Professor, National Yang Ming Chiao Tung University
Human-Centered Physical Intelligent Systems
Computer Vision
Machine Learning
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Citations & Impact
All-time
Citations
2,201
H-index
20
i10-index
32
Publications
20
Co-authors
43
list available
Contact
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Publications
3 items
Uncertainty-Aware Vision-based Risk Object Identification via Conformal Risk Tube Prediction
2026
Cited
0
Towards Driver Behavior Understanding: Weakly-Supervised Risk Perception in Driving Scenes
2026
Cited
0
HetroD: A High-Fidelity Drone Dataset and Benchmark for Autonomous Driving in Heterogeneous Traffic
2026
Cited
0
Resume (English only)
Academic Achievements
Recipient of NSTC 2030 International Outstanding Young Scholar Program (2024)
NYCU CS Outstanding Young Scholar Award (2024)
Award for Excellent Teaching in English from NYCU CS (2024)
Fellowship of the HEA from Advance HE (2023)
Excellent Teaching Award from NYCU (2023)
Yushan Fellow Program Administrative Support Grant from Taiwan MOE (2021)
Junior Faculty Award (Youth Chair Professor) from NYCU (2021)
Government Scholarship to Study Abroad from Taiwan MOE
Multiple papers accepted at top-tier conferences: ICCV'25 (2), IROS'25, RSS'25, CVPR'25 (2), ICRA'25, ICLR'25, NeurIPS'24, CVPR'24, etc.
Area Chair for CVPR'25
Co-organized ECCV'24 Workshop on Event Detection for Situation Awareness in Autonomous Driving (2024)
Hosting the first X-Sense Workshop at ICCV 2025 on Ego-Exo Sensing for Smart Mobility
Two student projects awarded NSTC Research Grants for University Students (2024)
Work 'SKT-Hang' featured on NVIDIA blog (2024)
Co-authors
43 total
Teruhisa Misu
Chief Scientist, Honda Research Institute USA, Inc. (HRI-US)
Co-author 2
Athma narayanan
Intel Labs
Behzad Dariush
Honda Research Institute USA
Co-author 5
Ming-Hsuan Yang
University of California at Merced; Google DeepMind
Co-author 7
Co-author 8
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