Mintong Kang
15 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad
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Dynamic Duo
(13)
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
(74)
Venues
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(12)
Machine Learning
(9)
Application Areas
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Models
(2)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
adversarial attack
(3)
adversarial robustness
(3)
large language model
(3)
diffusion model
(2)
jailbreak attack
(2)
web agent
(2)
uncertainty quantification
(1)
singular value decomposition
(1)
bayesian inference
(1)
formal verification
(1)
automated reasoning
(1)
gradient optimization
(1)
distributional robustness
(1)
pareto optimality
(1)
convex optimization
(1)
probabilistic graphical model
(1)
toxicity detection
(1)
distributionally robust optimization
(1)
markov logic network
(1)
logical reasoning
(1)
Papers
R^2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
ICLR 2025
AdvAgent: Controllable Blackbox Red-teaming on Web Agents
ICML 2025
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
ICLR 2025
EIA: ENVIRONMENTAL INJECTION ATTACK ON GENERALIST WEB AGENTS FOR PRIVACY LEAKAGE
ICLR 2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
EMNLP 2025
FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning
ICCV 2025
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
ICLR 2025
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
ICML 2025
Certifiably Byzantine-Robust Federated Conformal Prediction
ICML 2024
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
ICLR 2024
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
ICML 2024
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
NeurIPS 2023
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
NeurIPS 2023
Certifying Some Distributional Fairness with Subpopulation Decomposition
NeurIPS 2022
Fairness in Federated Learning via Core-Stability
NeurIPS 2022