Yihao Huang
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 💎 Century Club · Bronze
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Research topics
Machine Learning
(9)
Artificial Intelligence
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Core AI
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(6)
Computer Vision
(4)
Learning Types · Deep Learning
(4)
Analysis
(3)
Models
(3)
Natural Language Processing
(1)
Application Areas
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Domain-Specific
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
adversarial attack
(7)
jailbreak attack
(2)
large language model
(2)
backdoor attack
(2)
image restoration
(1)
graph representation learning
(1)
adversarial robustness
(1)
model safety
(1)
statistical consistency
(1)
agent communication
(1)
message passing
(1)
distribution shift
(1)
concept learning
(1)
deepfake detection
(1)
optimization algorithm
(1)
prompt engineering
(1)
diffusion model
(1)
deep neural network
(1)
language model
(1)
few-shot learning
(1)
Papers
MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
AAAI 2026
Shedding Light on VLN Robustness: A Black-box Framework for Indoor Lighting-based Adversarial Attack
CVPR 2026
Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
ACL 2025
Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models
ICCV 2025
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
ICLR 2025
Perception-Guided Jailbreak Against Text-to-Image Models
AAAI 2025
CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection
CVPR 2024
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
AAAI 2024
Evading DeepFake Detectors via Adversarial Statistical Consistency
CVPR 2023
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces
IJCAI 2020