Edith C.‐H. Ngai

Chinese University of Hong Kong — China

Computer Science · Physical Sciences

35h-index6.3kcitations263works3.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Energy Efficient Wireless Sensor Networks(54), Mobile Ad Hoc Networks(28), IoT and Edge/Fog Computing(28), Indoor and Outdoor Localization Technologies(25), Mobile Crowdsensing and Crowdsourcing(24)

Publications263 total

DGGVAE: Dual-Granularity Graph Variational Auto-Encoder for Group Recommendation
ACM Transactions on Information Systems·2025
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match
arXiv (Cornell University)·2025Open Access
Welcome Message from the TPC Chairs CloudCom 2025
2025
Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering
arXiv (Cornell University)·2025Open Access
Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation
2025· 1 cited
The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation
2025· 1 cited
RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
2025
Chemically Programmable Fano Resonances via Colloidal Nanocrystal‐Ligand Chemistry for Ultra‐Sensitive Ion Detection
Advanced Functional Materials·2025
LOBSTER: Bilateral global semantic enhancement for multimedia recommendation
Information Fusion·2025
Large Language Models in Smart Grid: Applications and Risks
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025· 2 cited
NoteIt: A System Converting Instructional Videos to Interactable Notes Through Multimodal Video Understanding
2025Open Access
Enhancing Robustness and Generalization Capability for Multimodal Recommender Systems via Sharpness-Aware Minimization
IEEE Transactions on Knowledge and Data Engineering·2025· 1 cited
Asynchronous and focal federated learning for skin lesion classification under local data scarcity and class imbalance
Computer Methods and Programs in Biomedicine·2025
NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
2025· 2 cited
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers
2025· 1 cited
SPACE: Speaker Adaptation for Acoustic Eavesdropping Using mmWave Radio Signals
IEEE Transactions on Mobile Computing·2025
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets
2025· 3 citedOpen Access
The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation
arXiv (Cornell University)·2025Open Access
TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction
2025
COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation
2025· 4 citedOpen Access
page 1 of 14Next →

Frequent Co-authors

Jiangchuan Liu(12), Xiping Hu(11), Victor C. M. Leung(9), Zhaolong Ning(5), Michael R. Lyu(5), Li Zhou(4), Jibo Wei(4), Bin Hu(4), Thiemo Voigt(4), Erol Gelenbe(4), Jiao Zhang(3), Jun Cheng(3), Chunsheng Zhu(3), Lei Shu(3), Xiaojie Wang(3), Frederik Hermans(3), Per Gunningberg(3), M.R. Lyu(3), Shenghui Li(3), Weili Chen(2)