Empirical Study on Robustness of Machine Learning Approaches for Fault Diagnosis under Railway Operational Conditions. - Dachuan Shi; Yunguang Ye; Marco Gillwald; Markus Hecht (ITSC, 2020)

PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback. - Yaohua Bu; Tianyi Ma; Weijun Li; Hang Zhou 009; Jia Jia 001; Shengqi Chen 001; Kaiyuan Xu; Dachuan Shi; Haozhe Wu; Zhihan Yang; Kun Li 003; Zhiyong Wu 001; et al. (CHI, 2021)

Multi-Encoder Parse-Decoder Network for Sequential Medical Image Segmentation. - Dachuan Shi; Ruiyang Liu; Linmi Tao; Zuoxiang He; Li Huo (ICIP, 2021)

Deep Learning based Virtual Point Tracking for Real-Time Target-less Dynamic Displacement Measurement in Railway Applications. - Dachuan Shi; Eldar Sabanovic; Luca Rizzetto; Viktor Skrickij; Roberto Oliverio; Nadia Kaviani; Yunguang Ye; Gintautas Bureika; Stefano Ricci; Markus Hecht (CoRR, 2021)

Visual Measurement System for Wheel-Rail Lateral Position Evaluation. - Viktor Skrickij; Eldar Sabanovic; Dachuan Shi; Stefano Ricci; Luca Rizzetto; Gintautas Bureika (Sensors, 2021)

Masked Generative Distillation. - Zhendong Yang; Zhe Li; Mingqi Shao; Dachuan Shi; Zehuan Yuan; Chun Yuan (ECCV (11), 2022)

Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models. - Dachuan Shi; Ruiyang Liu; Linmi Tao; Chun Yuan (ICASSP, 2022)

UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers. - Dachuan Shi; Chaofan Tao; Ying Jin; Zhendong Yang; Chun Yuan; Jiaqi Wang 003 (ICML, 2023)

Asset Adminstration Shell-based Flexible Manufacturing System. - Zhi Fan; Dachuan Shi; Olga Meyer; Joachim Seidelmann; Hao Wang 015 (ICPS, 2023)

CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers. - Dachuan Shi; Chaofan Tao; Anyi Rao; Zhendong Yang; Chun Yuan; Jiaqi Wang 003 (ICML, 2024)

AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment. - Yonggan Fu; Zhongzhi Yu; Junwei Li; Jiayi Qian; Yongan Zhang; Xiangchi Yuan; Dachuan Shi; Roman Yakunin; Yingyan (Celine) Lin (NeurIPS, 2024)

Fine-tuning large language models with contrastive margin ranking loss for selective entity matching in product data integration. - Qian Ruan; Dachuan Shi; Thomas Bauernhansl (Adv. Eng. Informatics, 2025)

Dual data mapping with fine-tuned large language models and asset administration shells toward interoperable knowledge representation. - Dachuan Shi; Olga Meyer; Michael Oberle; Thomas Bauernhansl (Robotics Comput. Integr. Manuf., 2025)

Superficial Self-Improved Reasoners Benefit from Model Merging. - Xiangchi Yuan; Chunhui Zhang; Zheyuan Liu 010; Dachuan Shi; Soroush Vosoughi; Wenke Lee (CoRR, 2025)

LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models. - Dachuan Shi; Yonggan Fu; Xiangchi Yuan; Zhongzhi Yu; Haoran You; Sixu Li; Xin Dong 009; Jan Kautz; Pavlo Molchanov 001; Yingyan Lin (CoRR, 2025)