| Progressive-scale boundary blackbox attack via projective gradient estimation J Zhang, L Li, H Li, X Zhang, S Yang, B Li International Conference on Machine Learning, 12479-12490, 2021 | 20 | 2021 |
| Improving certified robustness via statistical learning with logical reasoning Z Yang, Z Zhao, B Wang, J Zhang, L Li, H Pei, B Karlaš, J Liu, H Guo, ... NeurIPS 2022, 2022 | 18* | 2022 |
| Double sampling randomized smoothing L Li, J Zhang, T Xie, B Li ICML 2022, 2022 | 17 | 2022 |
| Continual‐learning‐based framework for structural damage recognition J Shu, W Ding, J Zhang, F Lin, Y Duan Structural Control and Health Monitoring 29 (11), e3093, 2022 | 15 | 2022 |
| DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing J Zhang, Z Chen, H Zhang, C Xiao, B Li 32nd USENIX Security Symposium (USENIX Security 23), 4787-4804, 2023 | 12 | 2023 |
| An active learning method with difficulty learning mechanism for crack detection J Shu, J Li, J Zhang, W Zhao, Y Duan, Z Zhang Smart Struct Syst 29 (1), 195-206, 2022 | 12 | 2022 |
| Graph chain-of-thought: Augmenting large language models by reasoning on graphs B Jin, C Xie, J Zhang, KK Roy, Y Zhang, S Wang, Y Meng, J Han arXiv preprint arXiv:2404.07103, 2024 | 6 | 2024 |
| CARE: Certifiably Robust Learning with Reasoning via Variational Inference J Zhang, L Li, C Zhang, B Li IEEE Conference on Secure and Trustworthy Machine Learning, 2023, 2023 | 5 | 2023 |
| KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking J Zhang, C Xu, Y Gai, F Lecue, D Song, B Li arXiv preprint arXiv:2404.02935, 2024 | 2 | 2024 |
| Benchmarking large multimodal models against common corruptions J Zhang, T Pang, C Du, Y Ren, B Li, M Lin arXiv preprint arXiv:2401.11943, 2024 | 2 | 2024 |
| GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning Z Xiang, L Zheng, Y Li, J Hong, Q Li, H Xie, J Zhang, Z Xiong, C Xie, ... arXiv preprint arXiv:2406.09187, 2024 | | 2024 |
| ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles J Zhang, C Xu, B Li Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | | 2024 |
