Xin Xia

The University of Queensland — Australia

Computer Science · Physical Sciences

13h-index985citations99works1.02yr avg
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Research Topics

Software Engineering Research(13), Advanced Neural Network Applications(10), Recommender Systems and Techniques(9), Software System Performance and Reliability(7), Web Data Mining and Analysis(6)

Publications99 total

On-Device Large Language Models for Sequential Recommendation
2026Open Access
Childhood Maltreatment and Cardiovascular Health
JACC Advances·2026Open Access
Research Progress in Traditional Chinese Medicine Treatment for Peptic Ulcer of Spleen-Stomach Deficiency-Cold Pattern
Journal of Contemporary Medical Practice·2025
SE-Jury: An LLM-as-Ensemble-Judge Metric for Narrowing the Gap with Human Evaluation in SE
2025· 1 cited
On-Device Recommender Systems: A Comprehensive Survey
Data Science and Engineering·2025· 3 citedOpen Access
Spectral Kolmogorov-Arnold Transformer for few-shot rice germplasm viability detection using hyperspectral imaging
Computers and Electronics in Agriculture·2025
FoxO‐mediated <i>γ</i>‐carotene metabolism alters body coloration in <i>Myzus persicae</i> in response to starvation
Insect Science·2025
CDA-SimBoost: A Unified Framework Bridging Real Data and Simulation for Infrastructure-Based CDA Systems
arXiv (Cornell University)·2025Open Access
ActRef: Enhancing the Understanding of Python Code Refactoring with Action-Based Analysis
arXiv (Cornell University)·2025Open Access
Causal Associations of Metformin with Five Interleukin Receptors: Uncovering Potential Anti-inflammatory Mechanisms through Mendelian Randomization
2025Open Access
InSPE: Rapid Evaluation of Heterogeneous Multi-Modal Infrastructure Sensor Placement
arXiv (Cornell University)·2025Open Access
WITHDRAWN: Alberta Complementary Health Integration Project (ABCHIP): Meeting the Pain and Mental Health Care Needs under COVID-19 for Vulnerable Populations
Advances in Integrative Medicine·2025
Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering
arXiv (Cornell University)·2025· 2 citedOpen Access
Ecological Effects of Large-Scale Photovoltaic Power Plant Deployment in Arid Desert Ecosystems
SSRN Electronic Journal·2025Open Access
Unified Multi-Modal Multi-Agent Cooperative Perception Framework for Intelligent Transportation Systems
SAE International Journal of Advances and Current Practices in Mobility·2024
V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and Prediction
arXiv (Cornell University)·2024Open Access
ByteEdit: Boost, Comply and Accelerate Generative Image Editing
Lecture notes in computer science·2024· 3 cited
Advancing photovoltaic panel temperature forecasting: A comparative study of numerical simulation and machine learning in two types of PV power plant
Renewable Energy·2024· 11 cited
Economic evaluation of acupuncture in treating patients with pain and mental health concerns: the results of the Alberta Complementary Health Integration Project
Frontiers in Public Health·2024· 4 citedOpen Access
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search
2024
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Frequent Co-authors

Hongzhi Yin(7), Xuefeng Xiao(7), Junliang Yu(6), Min Zheng(6), Tong Chen(5), Jiashi Li(4), Xing Wang(4), David Lo(4), Quoc Viet Hung Nguyen(3), Jundong Li(2), Zi Huang(2), Wei Li(2), Lizhen Cui(2), Jie Wu(2), Peidu Li(2), Yong Luo(2), Zhouyi Liao(2), Xiaoqing Gao(2), Runsheng Xu(2), Zhengzhong Tu(2)