影响力指数

48.87/100

前 9.1%

全站排名 #5,886

发表论文14 篇

平均评分4.6

年均产出4.7 篇/年

Qian Lou

Assistant Professor@University of Central Florida·美国·OpenReview

研究方向

Machine Learning Security · Privacy-Preserving Machine Learning · Tiny Machine Learning · Model Compression · Private Machine learning

5.3

FHE-Coder: Benchmarking Secure Agentic Code Generation for Fully Homomorphic Encryption

ICLR 2026Poster

通讯

5.0

PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs

ICLR 2026Rejected

4.5

RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance

ICLR 2026Rejected

3.0

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning

ICLR 2026Rejected

三作

2.7

Federated Feature Transformation with Sample-Aware Calibration and Local–Global Sequence Fusion

ICLR 2026Rejected

三作

2.5

TwinShield: Secure Foundation Model Execution by Unifying TEEs and Crypto-protected Accelerators

ICLR 2026Rejected

通讯

7.0

BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models

合作者 (20)

Qian Lou

FHE-Coder: Benchmarking Secure Agentic Code Generation for Fully Homomorphic Encryption

PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs

RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning

Federated Feature Transformation with Sample-Aware Calibration and Local–Global Sequence Fusion

TwinShield: Secure Foundation Model Execution by Unifying TEEs and Crypto-protected Accelerators

DictPFL: Efficient and Private Federated Learning on Encrypted Gradients

CipherPrune: Efficient and Scalable Private Transformer Inference

DictPFL: Efficient and Private Federated Learning on Encrypted Gradients

BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models