Shang-Ching (Sam) Liu

Address:	University of Hamburg Faculty of Mathematics, Informatics and Natural Science Department Informatics, Group TAMS Vogt-Kölln-Str. 30 D-22527 Hamburg

Position:	Research Associate
Room:	F-330
Phone:	+49 (0) 40 42883-2504
Fax:	+49 (0) 40 42883-2397
E-mail:	shang-ching.liu@uni-hamburg.de
LinkIn:	www.linkedin.com/in/shang-ching-liu
Google Scholar:	https://scholar.google.com/citations?hl=en&user=APHwViYAAAAJ

Research Interests

Shang-Ching (Sam) Liu, Van Nhiem Tran, Wenkai Chen , Wei-Lun Cheng, Yen-Lin Huang, I-Bin Liao, Yung-Hui Li, and Jianwei Zhang, PAVLM: Advancing Point Cloud Based Affordance Understanding Via Vision-Language Model, 2024. https://arxiv.org/abs/2410.11564.

Wenkai Chen,Shang-Ching (Sam) Liu and Jianwei Zhang, EHoA: A Benchmark for Task-Oriented Hand-Object Action Recognition via Event Vision, in IEEE Transactions on Industrial Informatics, vol. 20, no. 8, pp. 10304-10313, Aug. 2024. DOI: 10.1109/TII.2024.3393007. Keywords: Task analysis, Cameras, Lighting, Neurons, Benchmark testing, Visualization, Informatics, Attention-based residual learning, event camera, hand-object action recognition, spiking neural network (SNN).

Shang-Ching (Sam) Liu , ShengKun Wang, Wenqi Lin, Chung-Wei Hsiung, Yi-Chen Hsieh, Yu-Ping Cheng, Sian-Hong Luo, Tsungyao Chang, and Jianwei Zhang, JarviX: A LLM No Code Platform for Tabular Data Analysis and Optimization, in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP): Industry Track, M. Wang and I. Zitouni, Eds. Singapore: Association for Computational Linguistics, Dec. 2023, pp. 622–630. DOI: 10.18653/v1/2023.emnlp-industry.59. [Online]. Available: https://aclanthology.org/2023.emnlp-industry.59.

Björn Sygo, Shang-Ching Liu , Fabian Wieczorek, Mykhailo Koshil, Michael Görner, Norman Hendrich, Jianwei Zhang, Multi-Stage Book Perception and Bimanual Manipulation for Rearranging Book Shelves, Intelligent Autonomous Systems 18 (IAS-18 2023), Lecture Notes in Networks and Systems, vol 795. doi: 10.1007/978-3-031-44851-5_38

Shang-Ching (Sam) Liu , Koyun Liu, Hwaihai Chiang, Jianwei Zhang, Tsungyao Chang, Continuous learning and inference of individual probability of SARS-CoV-2 infection based on interaction data, Scientific Reports, vol. 11, no. 2624, 2021. DOI: 10.1038/s41598-021-81809-0.