Mintong Kang

According to our database, Mintong Kang authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

MgSvF: Multi-Grained Slow versus Fast Framework for Few-Shot Class-Incremental Learning.

Hanbin Zhao, Yongjian Fu, Mintong Kang, Qi Tian, Fei Wu, Xi Li

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage.

Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun

CoRR, 2024

R²-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning.

Mintong Kang, Bo Li

CoRR, 2024

Certifiably Byzantine-Robust Federated Conformal Prediction.

Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models.

Mintong Kang, Nezihe Merve Gürel, Ning Yu, Dawn Song, Bo Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits.

Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs.

Mintong Kang, Linyi Li, Bo Li

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.

Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification.

Mintong Kang, Dawn Song, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Label-Assemble: Leveraging Multiple Datasets with Partial Labels.

Mintong Kang, Bowen Li, Zengle Zhu, Yongyi Lu, Elliot K. Fishman, Alan L. Yuille, Zongwei Zhou

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Certifying Some Distributional Fairness with Subpopulation Decomposition.

Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fairness in Federated Learning via Core-Stability.

Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels.

Mintong Kang, Yongyi Lu, Alan L. Yuille, Zongwei Zhou

CoRR, 2021