Yuan Hong
Associate Professor/Computing

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Scholarly Contributions

29 Scholarly Contributions

13
Conference Proceedings
9
Journal Articles
5
Poster/Presentations
2
Patent and Intellectual Propertys
UniCR: Universally Approximated Certified Robustness via Randomized Smoothing (ECCV'22)
2024
Yuan Hong, Hanbin Hong
Research Type: Conference Proceedings

Towards Accurate and Stronger Local Differential Privacy for Federated Learning with Staircase Randomized Response
2024
Matta Varun, Shamik Sural, Shuya Feng, Yuan Hong, Han Wang
Research Type: Conference Proceedings

Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks
Hanbin Hong, Binghui Wang, Zhongjie Ba, Yuan Hong, Kui Ren, Xinyu Zhang, Peng Huang
Research Type: Conference Proceedings

Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning Against Attribute Inference Attacks
2024
Caridad Arroyo Arevalo, Sayedeh Leila Noorbakhsh, Binghui Wang, Yun Dong, Yuan Hong
Research Type: Conference Proceedings

OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization (VLDB'23)
2024
Yuan Hong
Research Type: Conference Proceedings

On the Faithfulness of Vision Transformer Explanations
Yuan Hong, Hao Tao, Weitai Kang, Junyi Wu, Yan Yan
Research Type: Conference Proceedings

L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response (CCS'22)
2024
Hanbin Hong, Yuan Hong
Research Type: Conference Proceedings

Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks
Yuan Hong, Sayedeh Leila Noorbakhsh, Binghui Zhang, Binghui Wang
Research Type: Conference Proceedings

Differentially Private Instance Encoding against Privacy Attacks (NAACL'22-SRW)
Yuan Hong
Research Type: Conference Proceedings

DPI: Ensuring Strict Differential Privacy for Infinite Data Streaming
2024
Yuan Hong, Xiaochen Li, Meisam Mohammaday, Zhan Qin, Shuya Feng, Han Wang
Research Type: Conference Proceedings

Cryptographic Inferences for Video Deep Neural Networks (CCS'22)
2024
Yuan Hong
Research Type: Conference Proceedings

A Model-Agnostic Approach to Differentially Private Topic Mining (KDD'22)
2024
Yuan Hong
Research Type: Conference Proceedings

A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (ICDE'22)
2024
Yuan Hong
Research Type: Conference Proceedings