He, Xinguo;Shen, Yixin;Chaudhari, Rahul
Learning an Elastomer Simulator for Hand-Object Interaction
2026 IEEE International Conference on Image Processing (ICIP2026)
2026

Miriam Kranzlmüller*, Lukas Koller*, Tobias Ladner, Matthias Althoff
Set-Based Training of Neural Barrier Certificates for Safety Verification of Dynamical Systems
arxiv
2026

Sosnowski, Markus
Improving the Security, Performance, and Availability of TLS-based Systems on the Internet
2026
Dissertation

Zhou, Xingcheng;Liu, Mingyu;Zimmer, Walter;Zhang, Jiajie;Knoll, Alois
SGTA: Scene-Graph Based Multi-Modal Traffic Agent for Video Understanding
2026

Zhou, Xingcheng;Guo, Hao;Song, Rui;Zimmer, Walter;Liu, Mingyu;Schamschurko, André;Cao, Hu;Knoll, Alois
CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs
2026

Zhang, Xudong;Qu, Sanqing;Lu, Fan;Wang, Jianmin;Tian, Zhixin;Gu, Shangding;Zhang, Yanping;Knoll, Alois;Gao, Shaorong;Chen, Guang;Jiang, Changjun
Steering semi-flexible molecular diffusion model for structure-based drug design with reinforcement learning
Science Advances 12 (16)
2026
12
16
eady9955

Zhang, Jiajie;Knoll, Alois C
Corner Case Detection Using Multi-Modal Information in Autonomous Driving
2026 12th International Conference on Automation
2026
355-361

Yao, Xiangtong;Zhou, Hongkuan;Mees, Oier;Meng, Yuan;Xiao, Ted;Bisk, Yonatan;Oh, Jean;Johns, Edward;Shridhar, Mohit;Shah, Dhruv;Thomason, Jesse;Huang, Kai;Chai, Joyce;Bing, Zhenshan;Knoll, Alois
Bridging language and action: A survey of language-conditioned robot manipulation
2023

Wagner, Lars;Bernhard, Lukas;Geiger, Alexander;Schneider, Dennis;Knoll, Alois;Wilhelm, Dirk
Modeling surgeon-specific instrument usage profiles to improve instrument anticipation
Proceedings on Automation in Medical Engineering 3 (1)
2026
3
1
2482-2482

Tangirala, Nagacharan Teja;Sommer, Christoph;Knoll, Alois
Integrated Simulation of Federated Learning for Large Scale Intelligent Transportation Systems
2025 IEEE Vehicular Networking Conference (VNC)
2025
1-8