Edith C.‐H. Ngai - Publications, H-index & Citations

Edith C.‐H. Ngai

The University of Hong Kong

35H指数

267论文数

6.3K被引数

收录论文 70

发表时间

Blind Radio Map Construction via Topology-Guided Manifold Learning 基于拓扑引导流形学习的盲无线电地图构建

IEEE Internet of Things Journal

IF8.9

2026-04-03

PREAI

Zheng Xing; Zewei Liu; Jinfeng Xu; Shuo Yang; Ruikang Zhong; Yipeng Du; Jun Gao; Weibing Zhao; Edith C. H. Ngai

Privacy-Aware Incentive Design for Federated Crowdsourcing via Combinatorial Multi-Armed Bandits 基于组合多臂老虎机机制的联邦众包隐私感知激励机制设计

IEEE Transactions on Cloud Computing

IF5

2026-03-06

PREAI

Chenchen Lin; Wenhao Yuan; Edith C. H. Ngai; Xuehe Wang

DGGVAE: Dual-Granularity Graph Variational Auto-Encoder for Group Recommendation

ACM Transactions on Information Systems

IF9.1

2026-02-01

PREAI

Xu, Jinfeng; Chen, Zheyu; Li, Jinze; Yang, Shuo; Wang, Wei; Wang, Hewei; Li, Yijie; Hu, Xiping; Ngai, Edith

Generative AI for Vulnerability Detection in 6G Wireless Networks: Advances, Case Study, and Future Directions 生成式人工智能在6G无线网络漏洞检测中的应用：进展、案例研究与未来方向

IEEE Wireless Communications

IF11.5

2025-11-25

PREAI

Shuo Yang; Xinran Zheng; Jinfeng Xu; Jinze Li; Danyang Song; Zheyu Chen; Edith C.H. Ngai

Wearable Signals for Diagnosing Attention-Deficit/Hyperactivity Disorder in Adolescents: A Feasibility Study 江, Z.; Chan, A.Y.L.; Lum, D.; Wong, K.H.T.W.; Leung, J.C.N.; Ip, P.; Coghill, D.; Wong, R.S.; Ngai, E.C.; Wong, I.C. 可穿戴信号在青少年注意力缺陷/多动障碍诊断中的应用：一项可行性研究. JAACAP Open 2024. [Google Scholar] [CrossRef]

JAACAP OPEN

IF0

2025-11-01

OAAI

Jiang, Zhihan; Chan, Adrienne Y. L.; Lum, Dawn; Wong, Kirstie H. T. W.; Leung, Janice C. N.; Ip, Patrick; Coghill, David; Wong, Rosa S.; Ngai, Edith C. H.; Wong, Ian C. K.

Self-Supervised Adaptation Method to Concept Drift for Network Intrusion Detection 用于网络入侵检测的概念漂移自监督自适应方法

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2025-11-01

PREAI

Yang, Shuo; Zheng, Xinran; Li, Jinze; Xu, Jinfeng; Zhang, Xinchen; Ngai, Edith C. H.

Chemically Programmable Fano Resonances via Colloidal Nanocrystal-Ligand Chemistry for Ultra-Sensitive Ion Detection 通过胶体纳米晶体-配体化学实现的化学可编程法诺共振，用于超灵敏离子检测

Advanced Functional Materials

IF19

2025-10-06

PREAI

Ran An; Zhihan Jiang; Qiyu Cao; Shuang Zhang; Edith C. H. Ngai; Tianshuo Zhao

LOBSTER: Bilateral global semantic enhancement for multimedia recommendation LOBSTER：多媒体推荐的双边全局语义增强

Information Fusion

IF15.5

2025-09-30

PREAI

Jinfeng Xu; Zheyu Chen; Wei Wang; Xiping Hu; Jiyi Liu; Edith C.H. Ngai

Asynchronous and focal federated learning for skin lesion classification under local data scarcity and class imbalance 异步和焦点联邦学习在局部数据稀疏和类别不平衡条件下的皮肤病变分类

Computer Methods and Programs in Biomedicine

IF4.8

2025-09-09

OAAI

Shichao Ma; Yun-Hin Chan; Edith C.H. Ngai; Joshua W.K. Ho

SPACE: Speaker Adaptation for Acoustic Eavesdropping Using mmWave Radio Signals SPACE：基于毫米波无线电信号进行声学窃听的自适应声学方法

IEEE Transactions on Mobile Computing

IF9.2

2025-08-13

PREAI

Running Zhao; Luca Jiang-Tao Yu; Tingle Li; Zhihan Jiang; Chenwei Zhang; Chenshu Wu; Hang Zhao; Edith C.H. Ngai

Towards Key Point Identification (KPI) for Lecture Videos: Approaches and Performance Evaluation 面向讲座视频关键点识别(KPI)的方法与性能评估

acm transactions on multimedia computing communications and applications

IF0

2025-07-21

PREAI

Jiaqi Wang; Ricky Y.-K. Kwok; Edith C. H. Ngai

Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs 情绪识别中解耦的效价-唤醒度表示学习，基于稳态视觉诱发电位脑机接口

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-07-01

PREAI

Yipeng Du; Jie Chen; Zhengwu Liu; Ngai Wong; Chi Zhang; Zhiwei Ding; Jian Liu; Edith C.H. Ngai

USpeech: Ultrasound-Enhanced Speech with Minimal Human Effort via Cross-Modal Synthesis USpeech: 通过跨模态合成实现超声波增强语音与最小人力投入

proceedings of the acm on interactive mobile wearable and ubiquitous technologies imwut

IF0

2025-06-18

OAAI

Luca Jiang-Tao Yu; Running Zhao; Sijie Ji; Edith C.H. Ngai; Chenshu Wu

Exploiting features and logits in heterogeneous federated learning 利用特征和logits在异构联邦学习中的应用

COMPUTER NETWORKS

IF4.6

2025-06-01

PREAI

Chan, Yun-Hin; Ngai, Edith C. H.

RACEME: Embedded Intelligence for Correlation-driven Predictive Energy-harvesting Management in LoRa Networks

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2025-01-24

PREAI

Jewsakul, Sukanya; Ngai, Edith C. H.

Toward Edge General Intelligence via Large Language Models: Opportunities and Challenges 基于大型语言模型的边缘通用智能：机遇与挑战

IEEE Network

IF6.3

2025-01-01

PREAI

Handi Chen; Weipeng Deng; Shuo Yang; Jinfeng Xu; Zhihan Jiang; Edith C. H. Ngai; Jiangchuan Liu; Xue Liu

Fragment of Interest: Personalized Video Fragment Recommendation with Inter-Fragment & Intra-Fragment Contextual Effect 兴趣片段：基于片段间与片段内上下文效应的个性化视频片段推荐

ACM TRANSACTIONS ON THE WEB

IF4.1

2024-12-11

OAAI

Wang, JQ; Kwok, RYK; Ngai, ECH

An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning 联合学习中拜占庭鲁棒聚合方案的实验研究

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2024-12-01

OAAI

Li, Shenghui; Ngai, Edith; Voigt, Thiemo

Anomaly detection using isomorphic analysis for false data injection attacks in industrial control systems

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

IF3.7

2024-09-01

PREAI

Zhang, Xinchen; Jiang, Zhihan; Ding, Yulong; Ngai, Edith C. H.; Yang, Shuang-Hua

HALO: HVAC Load Forecasting With Industrial IoT and Local-Global-Scale Transformer HALO: 使用工业物联网和局部全球范围的变压器进行HVAC负荷预测

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-09-01

PREAI

Pan, Cheng; Zhang, Cong; Ngai, Edith C. H.; Liu, Jiangchuan; Li, Bo

研究方向