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Mintong Kang

MgSvF: Multi-Grained Slow versus Fast Framework for Few-Shot Class-Incremental Learning
2021 · Hanbin Zhao, Yongjian Fu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 140
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EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
2024 · Liao, Zeyi, Mo, Lingbo, et al. · arXiv (Cornell University) · 113
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ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
2025 · Chen, Zhaorun, Kang, Mintong, et al. · arXiv (Cornell University) · 106
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AdvAgent: Controllable Blackbox Red-teaming on Web Agents
2024 · Xu, Chejian, Kang, Mintong, et al. · arXiv (Cornell University) · 86
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$R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
2024 · Kang, Mintong, Li, Bo · arXiv (Cornell University) · 34
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AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
2024 · Kang, Mintong, Xu, Chejian, et al. · arXiv (Cornell University) · 31
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C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
2024 · Kang, Mintong, Gürel, Nezihe Merve, et al. · arXiv (Cornell University) · 31
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Label-Assemble: Leveraging Multiple Datasets with Partial Labels
2023 · Mintong Kang, Bowen Li, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 22
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DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents
2026 · Chen, Zhaorun, Liu, Xun, et al. · arXiv (Cornell University) · 21
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DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
2023 · Mintong Kang, Dawn Song, et al. · neural information processing systems · 20
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PolyGuard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
2025 · Mintong Kang, Zhaorun Chen, et al. · neural information processing systems · 19
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MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
2025 · Xu, Chejian, Zhang, Jiawei, et al. · arXiv (Cornell University) · 17
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COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
2024 · Kang, Mintong, Gürel, Nezihe Merve, et al. · arXiv (Cornell University) · 8
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Certifying Some Distributional Fairness with Subpopulation Decomposition
2022 · Mintong Kang, Linyi Li, et al. · neural information processing systems · 7
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ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks
2025 · Chen, Zhaorun, Liu, Xun, et al. · arXiv (Cornell University) · 6
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FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
2025 · Mintong Kang, Vinayshekhar Bannihatti Kumar, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 6
AudioGuard: Toward Comprehensive Audio Safety Protection Across Diverse Threat Models
2026 · Kang, Mintong, Fang, Chen, et al. · arXiv (Cornell University) · 5
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FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs
2023 · Mintong Kang, Linyi Li, et al. · IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) · 5
Certifiably Byzantine-Robust Federated Conformal Prediction
2024 · Kang, Mintong, Lin, Zhen, et al. · arXiv (Cornell University) · 4
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Beyond Episodic Evaluation: Memory Architectural Bottlenecks in Sequential Embodied Question Answering
2026 · Cai, Zikui, Janga, Kaushal, et al. · arXiv (Cornell University) · 1
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FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning
2025 · Qian Feng, JiaHang Tu, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 1
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C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
2025 · Mintong Kang, Zhaorun Chen, et al. · neural information processing systems
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Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels.
2021 · Mintong Kang, Yongyi Lu, et al. · arXiv (Cornell University)
Works count: 23
Citation count: 683
H-index: 12
I10-index: 12
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