Weicheng He

According to our database, Weicheng He authored at least 9 papers between 2018 and 2026.

Collaborative distances:

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

2026

Revisiting Out-of-Distribution Detection in Real-Time Object Detection: From Benchmark Pitfalls to a New Mitigation Paradigm.

Changshun Wu, Weicheng He, Chih-Hong Cheng, Xiaowei Huang, Saddek Bensalem

IEEE Trans. Pattern Anal. Mach. Intell., May, 2026

2025

Digital twin for the formal analysis of a depth of anesthesia controller.

Mohamed Abdelsalam, Saddek Bensalem, Antoine Delacourt, Weicheng He, Panagiotis Katsaros, Nikolaos Kekatos, Ricardo Ruiz Nolasco, Doron Peled, Matthieu Ponchant, Ismail Ryad, Anastasios Temperekidis, Changshun Wu

Simul., 2025

Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection.

Weicheng He, Changshun Wu, Chih-Hong Cheng, Xiaowei Huang, Saddek Bensalem

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

2024

Box-Based Monitor Approach for Out-of-Distribution Detection in YOLO: An Exploratory Study.

Weicheng He, Changshun Wu, Saddek Bensalem

Proceedings of the Runtime Verification - 24th International Conference, 2024

BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection.

Changshun Wu, Weicheng He, Chih-Hong Cheng, Xiaowei Huang, Saddek Bensalem

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

2023

Continuous Engineering for Trustworthy Learning-Enabled Autonomous Systems.

Saddek Bensalem, Panagiotis Katsaros, Dejan Nickovic, Brian Hsuan-Cheng Liao, Ricardo Ruiz Nolasco, Mohamed Abd El Salam Ahmed, Tewodros A. Beyene, Filip Cano, Antoine Delacourt, Hasan Esen, Alexandru Forrai, Weicheng He, Xiaowei Huang, Nikolaos Kekatos, Bettina Könighofer, Michael Paulitsch, Doron Peled, Matthieu Ponchant, Lev Sorokin, Son Tong, Changshun Wu

Proceedings of the Bridging the Gap Between AI and Reality, 2023

A digital twin prototype for traffic sign recognition of a learning-enabled autonomous vehicle.

Mohamed Abdelsalam, Loai Ali, Saddek Bensalem, Weicheng He, Panagiotis Katsaros, Nikolaos Kekatos, Doron Peled, Anastasios Temperekidis, Changshun Wu

Proceedings of the Companion Proceedings of the 16th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling and the 13th Enterprise Design and Engineering Working Conference: BES, DTE, FACETE, Tools & Demos, Forum, EDEN Doctoral Consortium co-located with PoEM 2023, Vienna, Austria, November 28, 2023

2022

Towards a Digital Twin Architecture with Formal Analysis Capabilities for Learning-Enabled Autonomous Systems.

Anastasios Temperekidis, Nikolaos Kekatos, Panagiotis Katsaros, Weicheng He, Saddek Bensalem, Hisham AbdElSabour, Mohamed Abdelsalam, Ashraf Salem

Proceedings of the Modelling and Simulation for Autonomous Systems, 2022

2018

Multi-mode Study of Deep Learning Applications in Acoustic Signal Processing.

Sheng Guan, Weicheng He, Wenjin Gu, Yuanzhao Hou, Yun Chen, Xiaoyang Zeng

Proceedings of the 2018 IEEE International Workshop on Signal Processing Systems, 2018