Jinyuan Jia

Computer Science · Physical Sciences

22h-index2.1kcitations106works0.92yr avg
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Research Topics

Adversarial Robustness in Machine Learning(40), Privacy-Preserving Technologies in Data(20), Computer Graphics and Visualization Techniques(14), 3D Shape Modeling and Analysis(14), Advanced Neural Network Applications(12)

Publications106 total

World-Shaper: A Unified Framework for 360° Panoramic Editing
arXiv (Cornell University)·2026Open Access
World-Shaper: A Unified Framework for 360° Panoramic Editing
ArXiv.org·2026Open Access
Product2Vec: Inductive and Unsupervised Representation Learning on BIM Products
2025· 1 cited
PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization
arXiv (Cornell University)·2025Open Access
Correlation-guided Masked Autoencoder with Multimodal Contrastive Interaction on Point Clouds
ACM Transactions on Multimedia Computing Communications and Applications·2025
Cross-Modal Integrative Feature Network for Sketch-based 3D Shape Retrieval
2025
TracLLM: A Generic Framework for Attributing Long Context LLMs
arXiv (Cornell University)·2025Open Access
A Critical Evaluation of Defenses against Prompt Injection Attacks
arXiv (Cornell University)·2025Open Access
Semantic-driven Cross-space Graph Interaction Network for Fine-grained 3D Point Cloud Understanding
ACM Transactions on Multimedia Computing Communications and Applications·2025
Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks
arXiv (Cornell University)·2025Open Access
Data Free Backdoor Attacks
arXiv (Cornell University)·2024Open Access
Defending Deep Regression Models against Backdoor Attacks
arXiv (Cornell University)·2024Open Access
LightUrban: Similarity Based Fine‐grained Instancing for Lightweighting Complex Urban Point Clouds
Computer Graphics Forum·2024
Lightweight Web3D Twinning Fire Evacuation Simulation of Metro Station
2024· 1 citedOpen Access
Distributed Backdoor Attacks on Federated Graph Learning and Certified Defenses
arXiv (Cornell University)·2024Open Access
WebverseTest: A Standardized Benchmarking Framework for Web-Metaverse Integration
2024· 1 cited
Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation
2024· 1 cited
Data Poisoning Based Backdoor Attacks to Contrastive Learning
2024· 12 cited
MMCert: Provable Defense Against Adversarial Attacks to Multi-Modal Models
2024· 4 cited
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Neil Zhenqiang Gong(29), Xiaoyu Cao(10), Shuang Liang(7), Binghui Wang(6), Yupei Liu(5), Michael Backes(4), Hongbin Liu(4), L. Zhao(4), Wenjie Qu(3), Hongbin Liu(3), Hamid Laga(3), Ning Xie(3), Ahmed Salem(2), Shuicheng Yan(2), Yichen Wei(2), Hedi Tabia(2), Guan Wang(2), Marc Jaeger(2), Laixiang Wen(2), Ning Xie(2)