| Instructions as backdoors: Backdoor vulnerabilities of instruction tuning for large language models J Xu, MD Ma, F Wang, C Xiao, M Chen arXiv preprint arXiv:2305.14710, 2023 | 87 | 2023 |
| Dall-e for detection: Language-driven context image synthesis for object detection Y Ge*, J Xu*, BN Zhao, L Itti, V Vineet arXiv preprint arXiv:2206.09592, 2022 | 42 | 2022 |
| Neural-sim: Learning to generate training data with nerf Y Ge, H Behl*, J Xu*, S Gunasekar, N Joshi, Y Song, X Wang, L Itti, ... European Conference on Computer Vision, 477-493, 2022 | 29 | 2022 |
| Unified semantic typing with meaningful label inference JY Huang, B Li*, J Xu*, M Chen arXiv preprint arXiv:2205.01826, 2022 | 28 | 2022 |
| Surgical gestures as a method to quantify surgical performance and predict patient outcomes R Ma, A Ramaswamy, J Xu, L Trinh, D Kiyasseh, TN Chu, EY Wong, ... NPJ Digital Medicine 5 (1), 187, 2022 | 27 | 2022 |
| Instructional fingerprinting of large language models J Xu, F Wang, MD Ma, PW Koh, C Xiao, M Chen arXiv preprint arXiv:2401.12255, 2024 | 25 | 2024 |
| Can NLI provide proper indirect supervision for low-resource biomedical relation extraction? J Xu, MD Ma, M Chen arXiv preprint arXiv:2212.10784, 2022 | 16 | 2022 |
| Test-time backdoor mitigation for black-box large language models with defensive demonstrations W Mo, J Xu, Q Liu, J Wang, J Yan, C Xiao, M Chen arXiv preprint arXiv:2311.09763, 2023 | 12 | 2023 |
| Salkg: Learning from knowledge graph explanations for commonsense reasoning A Chan, J Xu, B Long, S Sanyal, T Gupta, X Ren Advances in Neural Information Processing Systems 34, 18241-18255, 2021 | 11* | 2021 |
| Beyond generation: Harnessing text to image models for object detection and segmentation Y Ge*, J Xu*, BN Zhao, N Joshi, L Itti, V Vineet arXiv preprint arXiv:2309.05956, 2023 | 9 | 2023 |
| DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models BN Zhao, Y Xiao*, J Xu*, X Jiang, Y Yang, D Li, L Itti, V Vineet, Y Ge arXiv preprint arXiv:2312.14216, 2023 | 5 | 2023 |
| Securing multi-turn conversational language models against distributed backdoor triggers T Tong, J Xu, Q Liu, M Chen arXiv e-prints, arXiv: 2407.04151, 2024 | 3 | 2024 |
| Em-paste: Em-guided cut-paste with dall-e augmentation for image-level weakly supervised instance segmentation Y Ge, J Xu, BN Zhao, L Itti, V Vineet arXiv preprint arXiv:2212.07629, 2022 | 3 | 2022 |
| X-Norm: Exchanging Normalization Parameters for Bimodal Fusion Y Yin*, J Xu*, T Zu, M Soleymani Proceedings of the 2022 International Conference on Multimodal Interaction …, 2022 | 2 | 2022 |
| Mitigating backdoor threats to large language models: Advancement and challenges Q Liu, W Mo, T Tong, J Xu, F Wang, C Xiao, M Chen 2024 60th Annual Allerton Conference on Communication, Control, and …, 2024 | 1 | 2024 |
| GenUSD: 3D scene generation made easy J Xu, CH Lin, D Xiang, Y Ge, X Zeng, Q Ma, Y Ding, Z Hao, F Wei, Y Cui, ... ACM SIGGRAPH 2024 Real-Time Live!, 1-2, 2024 | 1 | 2024 |
| BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation Y Ge, Y Tang, J Xu, C Gokmen, C Li, W Ai, BJ Martinez, A Aydin, M Anvari, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 1 | 2024 |
| Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks T Tong, Q Liu, J Xu, M Chen Findings of the Association for Computational Linguistics: EMNLP 2024, 12833 …, 2024 | | 2024 |
| Securing Multi-turn Conversational Language Models From Distributed Backdoor Triggers T Tong, J Xu, Q Liu, M Chen arXiv preprint arXiv:2407.04151, 2024 | | 2024 |
Muhao ChenAssistant Professor of Computer Science, University of California, DavisVerified email at ucdavis.edu
