Mintong Kang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Incremental Learning

Logical Reasoning

Conformal Prediction

Top Venues

Publications

Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits. CoRR (2024)
Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li
Certifiably Byzantine-Robust Federated Conformal Prediction. CoRR (2024)
Hanbin Zhao, Yongjian Fu, Mintong Kang, Qi Tian, Fei Wu, Xi Li
MgSvF: Multi-Grained Slow versus Fast Framework for Few-Shot Class-Incremental Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Mintong Kang, Bo Li
-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning. CoRR (2024)
Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits. ICLR (2024)
Mintong Kang, Nezihe Merve Gürel, Ning Yu, Dawn Song, Bo Li
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. CoRR (2024)
Mintong Kang, Bowen Li, Zengle Zhu, Yongyi Lu, Elliot K. Fishman, Alan L. Yuille, Zongwei Zhou
Label-Assemble: Leveraging Multiple Datasets with Partial Labels. ISBI (2023)
Mintong Kang, Dawn Song, Bo Li
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. CoRR (2023)
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
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. CoRR (2023)
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
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. NeurIPS (2023)
Mintong Kang, Dawn Song, Bo Li
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. NeurIPS (2023)
Mintong Kang, Linyi Li, Bo Li
FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs. SaTML (2023)
Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta
Fairness in Federated Learning via Core-Stability. NeurIPS (2022)
Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta
Fairness in Federated Learning via Core-Stability. CoRR (2022)
Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li
Certifying Some Distributional Fairness with Subpopulation Decomposition. NeurIPS (2022)
Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li
Certifying Some Distributional Fairness with Subpopulation Decomposition. CoRR (2022)
Mintong Kang, Yongyi Lu, Alan L. Yuille, Zongwei Zhou
Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels. CoRR (2021)