Wei Dong

Orcid: 0000-0002-0394-4125

Affiliations:

Nanyang Technological University, College of Computing and Data Science, Singapore
Hong Kong University of Science and Technology, Hong Kong, SAR, China

According to our database¹, Wei Dong authored at least 31 papers between 2021 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2026

EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data.

[BibT_eX]

[DOI]

CoRR, September, 2025

RM<sup>2</sup>: Answer Counting Queries Efficiently under Shuffle Differential Privacy.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, June, 2025

AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2025

Inception: Jailbreak the Memory Mechanism of Text-to-Image Generation Systems.

[BibT_eX]

[DOI]

CoRR, April, 2025

Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, March, 2025

PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models.

[BibT_eX]

[DOI]

CoRR, January, 2025

N2E: A General Framework to Reduce Node-Differential Privacy to Edge-Differential Privacy for Graph Analytics.

[BibT_eX]

[DOI]

Yihua Hu

Hao Ding

Wei Dong

Proc. ACM Manag. Data, 2025

A General Framework for Per-record Differential Privacy.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2025

Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 34th USENIX Security Symposium, 2025

The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

2024

Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys.

[BibT_eX]

[DOI]

Ashwin Machanavajjhala

ACM Trans. Database Syst., December, 2024

Personalized Truncation for Personalized Privacy.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2024

DOP-SQL: A General-purpose, High-utility, and Extensible Private SQL System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

Continual Observation of Joins under Differential Privacy.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2024

CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Secure Query Processing with Linear Complexity.

[BibT_eX]

[DOI]

CoRR, 2024

Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2024

Almost Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Confidence Intervals for Private Query Processing.

[BibT_eX]

[DOI]

Dajun Sun

Wei Dong

Ke Yi

Proc. VLDB Endow., November, 2023

Query Evaluation under Differential Privacy.

[BibT_eX]

[DOI]

Wei Dong

Ke Yi

SIGMOD Rec., September, 2023

Better than Composition: How to Answer Multiple Relational Queries under Differential Privacy.

[BibT_eX]

[DOI]

Wei Dong

Dajun Sun

Ke Yi

Proc. ACM Manag. Data, 2023

Continual Observation under User-level Differential Privacy.

[BibT_eX]

[DOI]

Wei Dong

Qiyao Luo

Ke Yi

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Universal Private Estimators.

[BibT_eX]

[DOI]

Wei Dong

Ke Yi

Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2023

2022

R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys.

[BibT_eX]

[DOI]

Ashwin Machanavajjhala

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries.

[BibT_eX]

[DOI]

Wei Dong

Ke Yi

Proceedings of the PODS '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Differentially Private Covariance Revisited.

[BibT_eX]

[DOI]

Wei Dong

Yuting Liang

Ke Yi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Releasing Private Data for Numerical Queries.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Shifted Inverse: A General Mechanism for Monotonic Functions under User Differential Privacy.

[BibT_eX]

[DOI]

Juanru Fang

Wei Dong

Ke Yi

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

Residual Sensitivity for Differentially Private Multi-Way Joins.

[BibT_eX]

[DOI]

Wei Dong

Ke Yi

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Wei Dong

Timeline

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