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 | 386 | 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 | 101* | 2021 |
Fairness in federated learning via core-stability B Ray Chaudhury, L Li, M Kang, B Li, R Mehta NeurIPS 2022, 2022 | 31 | 2022 |
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification M Kang, D Song, B Li NeurIPS 2023, 2023 | 26 | 2023 |
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 | 17* | 2023 |
Certifying Some Distributional Fairness with Subpopulation Decomposition M Kang*, L Li*, M Weber, Y Liu, C Zhang, B Li NeurIPS 2022, 2022 | 17 | 2022 |
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models M Kang, NM Gürel, N Yu, D Song, B Li ICML 2024, 2024 | 16* | 2024 |
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 arXiv preprint arXiv:2409.11295, 2024 | 9 | 2024 |
DecodingTrust: A comprehensive assessment of trustworthiness in GPT models. arXiv B Wang, W Chen, H Pei, C Xie, M Kang, C Zhang, C Xu, Z Xiong, R Dutta, ... arXiv preprint arXiv:2306.11698, 2024 | 8 | 2024 |
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits M Kang, NM Gürel, L Li, B Li ICLR 2024, 2023 | 6* | 2023 |
-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning M Kang, B Li arXiv preprint arXiv:2407.05557, 2024 | 5 | 2024 |
FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs M Kang, L Li, B Li SaTML 2023, 2023 | 4 | 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 | 3 | 2024 |
Certifiably Byzantine-Robust Federated Conformal Prediction M Kang, Z Lin, J Sun, C Xiao, B Li ICML 2024, 2024 | 1 | 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 | 1 | 2024 |
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models M Kang, C Xu, B Li arXiv preprint arXiv:2412.08608, 2024 | | 2024 |