Jinyu Tian
14 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (36)
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Dynamic Duo
(11)
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Century Club Β· Bronze
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Keyword Collector
(79)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(10)
Artificial Intelligence
(9)
Core AI
(9)
Application Areas
(6)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(5)
Computer Vision
(4)
Optimization & Theory Β· Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Optimization & Theory Β· Deep Learning
(3)
Models
(2)
Processing
(2)
Techniques
(2)
Keywords
adversarial attack
(3)
adversarial example
(2)
convolutional neural network
(2)
noise modeling
(2)
adversarial robustness
(2)
deep neural network
(2)
large language model
(2)
model protection
(2)
model security
(1)
adversarial training
(1)
zero-shot learning
(1)
query efficiency
(1)
deep learning
(1)
out-of-distribution generalization
(1)
image editing
(1)
image forgery detection
(1)
semi-supervised learning
(1)
robust estimation
(1)
image processing
(1)
singular value decomposition
(1)
Papers
Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization
AAAI 2026
Forensic-Friendly Image Manipulation via Controllable Latent Diffusion
CVPR 2026
OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description
AAAI 2026
Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models
AAAI 2025
Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models
AAAI 2025
From Words to Worth: Newborn Article Impact Prediction with LLM
AAAI 2025
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
NeurIPS 2024
DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space
AAAI 2024
Regroup Median Loss for Combating Label Noise
AAAI 2024
Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution
CVPR 2023
Robust Image Forgery Detection Over Online Social Network Shared Images
CVPR 2022
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain
AAAI 2021
Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services
CVPR 2021
Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling
CVPR 2019