Feng Xia

Soochow University — Taiwan

Computer Science · Physical Sciences

69h-index19.5kcitations765works4.42yr avg
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Research Topics

Advanced Graph Neural Networks(106), Complex Network Analysis Techniques(102), Energy Efficient Wireless Sensor Networks(76), Mobile Ad Hoc Networks(63), Recommender Systems and Techniques(59)

Publications765 total

Menta: A Small Language Model for On-Device Mental Health Prediction
arXiv (Cornell University)·2025Open Access
Foundation Models for Anomaly Detection: Vision and Challenges
AI Magazine·2025· 1 citedOpen Access
Structure Matters: Brain Graph Augmentation via Learnable Edge Masking for Data-Efficient Psychiatric Diagnosis
Lecture notes in computer science·2025
Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment
2025Open Access
Towards Multimodal Metaphor Understanding: A Chinese Dataset and Model for Metaphor Mapping Identification
ACM Transactions on Asian and Low-Resource Language Information Processing·2025· 1 citedOpen Access
Bright to Dark: Stage-wise Bilevel Knowledge Transfer for Seeing Text in the Dark
2025
Vehicle Collision Avoidance Model Based on Safety Potential Field Theory under Connected and Automated Vehicle Environment
2025
Reflection on community-diversified influence maximization in social networks
Information Systems·2025· 1 citedOpen Access
Dual-View Anomaly Detection in Heterogeneous Information Networks with Hierarchical Neighborhood Fusion
ACM Transactions on Knowledge Discovery from Data·2025· 2 cited
Data-Efficient Psychiatric Disorder Detection via Self-supervised Learning on Frequency-enhanced Brain Networks
ACM Transactions on Computing for Healthcare·2025Open Access
SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer’s Disease Detection
2025
EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
2025
A “digital twin” traffic simulation tool for network-wide real-time traffic monitoring and management
Journal of Intelligent Transportation Systems·2025· 3 cited
Computing While Navigating: A Novel Task Offloading and Trajectory Planning Scheme for UAV-Assisted MEC System
IEEE Transactions on Vehicular Technology·2025
Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection
2025Open Access
Entropy Causal Graphs for Multivariate Time Series Anomaly Detection
ACM Transactions on Intelligent Systems and Technology·2025· 2 citedOpen Access
Revolutionizing scholarly impact: advanced evaluations, predictive models, and future directions
Artificial Intelligence Review·2025· 1 citedOpen Access
Beyond Scale: Small Language Models are Comparable to GPT-4 in Mental Health Understanding
arXiv (Cornell University)·2025Open Access
Load Balancing Heterogeneous Multipath Authentication Routing Selection for Endogenous Software-Defined Networks
IEEE Transactions on Reliability·2025
Graph Learning
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Xiangjie Kong(21), Zhaolong Ning(9), Wei Wang(5), Laurence T. Yang(4), Abdullah Gani(4), Ivan Lee(4), Jinzhong Wang(4), Xiaojie Wang(3), Joel J. P. C. Rodrigues(3), Teshome Megersa Bekele(3), Jiaying Liu(3), Xiaomei Bai(3), Liangtian Wan(3), Zhikui Chen(3), Azizur Rahim(3), Behrouz Jedari(3), Peiran Dong(2), Siti Hafizah Ab Hamid(2), Noor Ullah(2), Xiping Hu(2)