Publications

2025

1. QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design

   Benjamin Schneider, Dongfu Jiang, Chao Du, and 2 more authors

   2025
2. StructEval: Benchmarking LLMs’ Capabilities to Generate Structural Outputs

   Jialin Yang, Dongfu Jiang, Lipeng He, and 17 more authors

   2025
3. ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations

   Yubo Wang, Xueguang Ma, Ping Nie, and 7 more authors

   2025
4. ABC: Achieving Better Control of Multimodal Embeddings using VLMs

   Benjamin Schneider, Florian Kerschbaum, and Wenhu Chen

   2025

2024

1. 

   Universal Backdoor Attacks

   Benjamin Schneider, Nils Lukas, and Florian Kerschbaum

   In The Twelfth International Conference on Learning Representations, 2024

   arXiv Bib Code

   @inproceedings{schneider2024universal,
     title = {Universal Backdoor Attacks},
     author = {Schneider, Benjamin and Lukas, Nils and Kerschbaum, Florian},
     booktitle = {The Twelfth International Conference on Learning Representations},
     year = {2024},
     url = {https://openreview.net/forum?id=3QkzYBSWqL},
   }