A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models J Gu, Z Han, S Chen, A Beirami, B He, G Zhang, R Liao, Y Qin, V Tresp, ... arXiv preprint arXiv:2307.12980, 2023 | 136 | 2023 |
Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images Z Wang, Z Han, S Chen, F Xue, Z Ding, X Xiao, V Tresp, P Torr, J Gu Conference on Language Modeling (COLM) 2024, 2024 | 19 | 2024 |
Benchmarking robustness of adaptation methods on pre-trained vision-language models S Chen, J Gu, Z Han, Y Ma, P Torr, V Tresp Conference on Neural Information Processing Systems (NeruIPS) 2023, 2024 | 19 | 2024 |
Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks? S Chen, Z Han, B He, Z Ding, W Yu, P Torr, V Tresp, J Gu ICLR 2024 Workshop on Secure and Trustworthy Large Language Models, 2024 | 18 | 2024 |
Understanding and Improving In-Context Learning on Vision-language Models S Chen, Z Han, B He, M Buckley, P Torr, V Tresp, J Gu IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025, 2023 | 14 | 2023 |
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs Z Ding, Z Li, R Qi, J Wu, B He, Y Ma, Z Meng, S Chen, R Liao, Z Han, ... International Semantic Web Conference (ISWC) 2023, 2022 | 14* | 2022 |
EMT-Related Genes Have No Prognostic Relevance in Metastatic Colorectal Cancer as Opposed to Stage II/III: Analysis of the Randomised, Phase III Trial FIRE-3 (AIO KRK 0306; FIRE-3) E Pretzsch, V Heinemann, S Stintzing, A Bender, S Chen, JW Holch, ... Cancers 14 (22), 5596, 2022 | 3 | 2022 |
Social Networks are Divulging Your Identity behind Crypto Addresses S Chen, SMU Norman arXiv preprint arXiv:2211.09656, 2022 | 2 | 2022 |
PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model Y Liu, Y Ma, S Chen, Z Ding, B He, Z Han, V Tresp arXiv preprint arXiv:2411.08212, 2024 | | 2024 |
Visual Question Decomposition on Multimodal Large Language Models H Zhang, J Liu, Z Han, S Chen, B He, V Tresp, Z Xu, J Gu Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024, 2024 | | 2024 |
Introduction and Exemplars of Uncertainty Decomposition S Chen arXiv preprint arXiv:2211.15475, 2022 | | 2022 |