Chih-Hong Cheng

Gästforskare vid Interaktionsdesign och Software Engineering

Kontaktuppgifter

Publikationer (12)
Projekt (2)

Visar 12 publikationer

2026

Runtime Monitoring and Enforcement of Conditional Fairness in Generative AIs

Chih-Hong Cheng, Changshun Wu, Xingyu Zhao et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 16087 LNCS, p. 73-91

Paper i proceeding

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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 et al

IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. In Press

Artikel i vetenskaplig tidskrift

2026

Runtime Monitoring Abnormalities in Object Detection With Spatial and Temporal Abstractions

Rongjie Yan, Chengye Li, Rui Zheng et al

Software - Practice and Experience. Vol. 56 (2), p. 171-189

Artikel i vetenskaplig tidskrift

2025

Randomized Smoothing Meets Vision-Language Models

Emmanouil Seferis, Changshun Wu, Stefanos Kollias et al

2025 EMNLP - 2025 Conference on Empirical Methods in Natural Language Processing

Paper i proceeding

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2025

FuzzRisk: Online Collision Risk Estimation for Autonomous Vehicles based on Depth-Aware Object Detection via Fuzzy Inference

Brian Hsuan-Cheng Liao, Yingjie Xu, Chih-Hong Cheng et al

Proceedings - IEEE International Conference on Robotics and Automation, p. 14910-14916

Paper i proceeding

2025

Collaborative Approach to Sensor Perception Modelling (SENSI)

Amin Assadi, Jordanka Kovaceva, Jonas Bärgman et al

Preprint

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2025

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

Weicheng He, Changshun Wu, Chih-Hong Cheng et al

IEEE International Conference on Intelligent Robots and Systems, p. 9870-9877

Paper i proceeding

2024

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

Changshun Wu, Weicheng He, Chih-Hong Cheng et al

IEEE International Conference on Intelligent Robots and Systems, p. 2632-2638

Paper i proceeding

2024

USC: Uncompromising Spatial Constraints for Safety-Oriented 3D Object Detectors in Autonomous Driving

Brian Hsuan Cheng Liao, Chih-Hong Cheng, Hasan Esen et al

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, p. 3466-3472

Paper i proceeding

2024

Estimating the Robustness Radius for Randomized Smoothing with 100x Sample Efficiency

Emmanouil Seferis, Stefanos Kollias, Chih-Hong Cheng

Frontiers in Artificial Intelligence and Applications. Vol. 392, p. 2613-2620

Paper i proceeding

2024

EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union

Brian Hsuan-Cheng Liao, Chih-Hong Cheng, Hasan Esen et al

IEEE International Conference on Intelligent Robots and Systems, p. 9439-9446

Paper i proceeding

2024

Instance-Level Safety-Aware Fidelity of Synthetic Data and its Calibration

Chih-Hong Cheng, Paul Stockel, Xingyu Zhao

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, p. 2354-2361

Paper i proceeding

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Visar 2 forskningsprojekt

2025–2028

RobustifAI - Robustifying generative AI through human-centric integration of neural and symbolic methods

Chih-Hong Cheng Software Engineering 2

Ilaria Torre Software Engineering 1

Francisco Gomes Software Engineering 1

Europeiska kommissionen (EU)

2 publikationer finns

2025–2026

Collaborative Approach to Sensor Perception Modelling (SENSI)

Jordanka Kovaceva Fordonssäkerhet

Lars Hammarstrand Signalbehandling

Chih-Hong Cheng Software Engineering 2

Jonas Bärgman Fordonssäkerhet

Ann-Brith Strömberg Tillämpad matematik och statistik

Nikolce Murgovski Mekatronik

Amin Assadi Fordonssäkerhet

Chalmers

1 publikation finns

Det kan finnas fler projekt där Chih-Hong Cheng medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.