| DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models B Wang*, W Chen*, H Pei*, C Xie*, M Kang*, C Zhang*, C Xu, Z Xiong, ... NeurIPS 2023, 2023 | 459 | 2023 |
| Mgsvf: Multi-grained slow vs. fast framework for few-shot class-incremental learning H Zhao, Y Fu, M Kang, Q Tian, F Wu, X Li TPAMI 2021, 2021 | 113* | 2021 |
| DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification M Kang, D Song, B Li NeurIPS 2023, 2023 | 32 | 2023 |
| Fairness in federated learning via core-stability B Ray Chaudhury, L Li, M Kang, B Li, R Mehta NeurIPS 2022, 2022 | 31 | 2022 |
| C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models M Kang, NM Gürel, N Yu, D Song, B Li ICML 2024, 2024 | 24 | 2024 |
| Label-assemble: Leveraging multiple datasets with partial labels M Kang, B Li, Z Zhu, Y Lu, EK Fishman, A Yuille, Z Zhou ISBI 2023, 2023 | 19* | 2023 |
| Certifying Some Distributional Fairness with Subpopulation Decomposition M Kang*, L Li*, M Weber, Y Liu, C Zhang, B Li NeurIPS 2022, 2022 | 19 | 2022 |
| Eia: Environmental injection attack on generalist web agents for privacy leakage Z Liao, L Mo, C Xu, M Kang, J Zhang, C Xiao, Y Tian, B Li, H Sun ICLR 2025, 2024 | 18 | 2024 |
| -Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning M Kang, B Li ICLR 2025, 2024 | 11 | 2024 |
| COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits M Kang, NM Gürel, L Li, B Li ICLR 2024, 2023 | 8* | 2023 |
| Advweb: Controllable black-box attacks on vlm-powered web agents C Xu, M Kang, J Zhang, Z Liao, L Mo, M Yuan, H Sun, B Li arXiv preprint arXiv:2410.17401, 2024 | 6 | 2024 |
| FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs M Kang, L Li, B Li SaTML 2023, 2023 | 4 | 2023 |
| Certifiably Byzantine-Robust Federated Conformal Prediction M Kang, Z Lin, J Sun, C Xiao, B Li ICML 2024, 2024 | 2 | 2024 |
| CLAS 2024: The Competition for LLM and Agent Safety Z Xiang, Y Zeng, M Kang, C Xu, J Zhang, Z Yuan, Z Chen, C Xie, F Jiang, ... NeurIPS 2024 Competition Track, 2024 | 2 | 2024 |
| AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models M Kang, C Xu, B Li ICLR 2025, 2024 | 1 | 2024 |
| FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance M Kang, VB Kumar, S Roy, A Kumar, S Khosla, BM Narayanaswamy, ... arXiv preprint arXiv:2503.01872, 2025 | | 2025 |
| MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models C Xu, J Zhang, Z Chen, C Xie, M Kang, Z Yuan, Z Xiong, C Zhang, L Yuan, ... ICLR 2025, 0 | | |
| FairGen: controlling fair generations in diffusion models via adaptive latent guidance M Kang, VB Kumar, S Roy, A Kumar, S Khosla, BM Narayanaswamy, ... | | |
Bo LiUniversity of Illinois at Urbana–Champaign確認したメール アドレス: illinois.edu