Juan Cao
34 papers · 2020–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Venues
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Research topics
Machine Learning
(22)
Artificial Intelligence
(20)
Core AI
(18)
Deep Learning
(16)
Computer Vision
(13)
Learning Types Β· Machine Learning
(12)
Application Areas
(11)
Natural Language Processing
(10)
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(9)
Core Methods
(9)
Learning Types Β· Deep Learning
(7)
Models
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(6)
Processing
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(5)
Keywords
large language model
(6)
fake news detection
(6)
misinformation detection
(3)
image generation
(3)
text classification
(3)
diffusion transformer
(3)
image editing
(3)
diffusion model
(3)
social media
(2)
representation learning
(2)
graph convolutional network
(2)
disentangled representation
(2)
generative model
(2)
adversarial perturbation
(2)
multimodal learning
(2)
video understanding
(2)
image classification
(2)
domain adaptation
(2)
video generation
(2)
model acceleration
(2)
Papers
Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection
AAAI 2026
Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained LLM-Generated Text Detection
ACL 2026
Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments
ACL 2026
Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference
AAAI 2026
ResCa: Residual Caching for Diffusion Transformers Acceleration
CVPR 2026
TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts
CVPR 2026
Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework
EACL 2026
Visual-Friendly Concept Protection via Selective Adversarial Perturbations
AAAI 2026
Adversarial Robust Memory-Based Continual Learner
ICCV 2025
Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration
CVPR 2025
Enhancing the Comprehensibility of Text Explanations via Unsupervised Concept Discovery
ACL 2025
Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks
EMNLP 2025
The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas
EMNLP 2025
Understanding and Mitigating Hallucination in Large Vision-Language Models via Modular Attribution and Intervention
ICLR 2025
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection
AAAI 2024
Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework
CVPR 2024
PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity
COLING 2024
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
NeurIPS 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling
IJCAI 2024
U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
CVPR 2024
ERASER: AdvERsArial Sensitive Element Remover for Image Privacy Preservation
AAAI 2023
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms
AAAI 2023
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection
ACL 2023
Progressive Open Space Expansion for Open-Set Model Attribution
CVPR 2023
SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection
ICCV 2023
Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors
ACL 2023
Deepfake Network Architecture Attribution
AAAI 2022
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection
AAAI 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer
COLING 2022
Zoom Out and Observe: News Environment Perception for Fake News Detection
ACL 2022
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims
ACL 2021
Image Manipulation Detection by Multi-View Multi-Scale Supervision
ICCV 2021
Progressive Domain Expansion Network for Single Domain Generalization
CVPR 2021
Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection
ACL 2020