Shujie Cui

Monash University — Australia

Computer Science · Physical Sciences

12h-index386citations54works1.92yr avg
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Research Topics

Cryptography and Data Security(31), Privacy-Preserving Technologies in Data(26), Cloud Data Security Solutions(8), Internet Traffic Analysis and Secure E-voting(7), Security and Verification in Computing(6)

Publications54 total

Q-value guided Text-to-SQL generation: Structured reasoning meets efficient inference exploration
Information Processing & Management·2026
Logits-Level Balanced Machine Unlearning for LLM-Based Recommendation System
IEEE Transactions on Neural Networks and Learning Systems·2026
An Unbiased and Robust Privacy-Preserving Fingerprinting Scheme for Relational Databases
IEEE Transactions on Information Forensics and Security·2025
PrivANN: Practical and Efficient Private Approximate Nearest Neighbor Search
2025
Guard-GBDT: Efficient Privacy-Preserving Approximated GBDT Training on Vertical Dataset
2025
More Practical Non-interactive Encrypted Conjunctive Search with Leakage and Storage Suppression
Lecture notes in computer science·2025
Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective
2025Open Access
XGT: Fast and Secure Decision Tree Training and Inference on GPUs
IEEE Transactions on Dependable and Secure Computing·2025· 1 cited
Private Learning for Vertical Decision Trees: A Secure, Accurate, and Fast Realization
IEEE Transactions on Dependable and Secure Computing·2025· 1 cited
Verifiable Conjunctive Searchable Symmetric Encryption with Result Pattern Hiding
Lecture notes in computer science·2025· 1 cited
GTree: GPU-friendly Privacy-preserving Decision Tree Training and Inference
2024· 2 cited
Searchable Encryption for Conjunctive Queries with Extended Forward and Backward Privacy
Proceedings on Privacy Enhancing Technologies·2024· 11 citedOpen Access
Sequential recommendation by reprogramming pretrained transformer
Information Processing & Management·2024· 13 cited
Peer-to-Peer Energy Trading with Privacy and Fair Exchange
2024
Unbiased Recommendation Through Invariant Representation Learning
Lecture notes in computer science·2024
QuanShield: Protecting against Side-Channels Attacks using Self-Destructing Enclaves
arXiv (Cornell University)·2023Open Access
Fault-tolerant Verifiable Encrypted Search on Blockchain
2023
Mostree: Malicious Secure Private Decision Tree Evaluation with Sublinear Communication
Annual Computer Security Applications Conference·2023· 11 cited
Mostree : Malicious Secure Private Decision Tree Evaluation with Sublinear Communication
arXiv (Cornell University)·2023Open Access
HT2ML: An efficient hybrid framework for privacy-preserving Machine Learning using HE and TEE
Computers & Security·2023· 12 citedOpen Access
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Frequent Co-authors

Giovanni Russello(25), Muhammad Rizwan Asghar(13), Jianli Bai(9), Qifan Wang(8), Xiangfu Song(5), Steven D. Galbraith⋆(5), Sana Belguith(4), Lei Zhou(4), Yun Sing Koh(4), Joseph K. Liu(4), Ee‐Chien Chang(3), Dandan Yuan(3), Shangqi Lai(3), Peter Pietzuch(2), Chuan Zhao(2), Zhenxiang Chen(2), Ming Zhang(2), Cong Zuo(2), Pramodya De Alwis(2), Xingliang Yuan(2)