Jia Li

Hong Kong University of Science and Technology — Hong Kong

Computer Science · Physical Sciences

13h-index821citations72works4.72yr avg
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Research Topics

Advanced Graph Neural Networks(29), Topic Modeling(14), Complex Network Analysis Techniques(6), Graph Theory and Algorithms(6), Recommender Systems and Techniques(5)

Publications72 total

A communication-efficient distributed algorithm for online monitoring in big data systems
IISE Transactions·2026
PolarGS: Polarimetric Cues for Ambiguity-Free Gaussian Splatting with Accurate Geometry Recovery
arXiv (Cornell University)·2025Open Access
Interpretable machine learning for urothelial cells classification and risk scoring in urine cytology
iScience·2025Open Access
Cross-domain battery SOH and RUL estimation via Domain-Adaptive Transformer
Energy·2025· 2 cited
GCoder: Improving Large Language Model for Generalized Graph Reasoning
2025
DEGS: Deformable Event-Based 3D Gaussian Splatting From RGB and Event Stream
IEEE Transactions on Visualization and Computer Graphics·2025Open Access
DEGS: Deformable Event-based 3D Gaussian Splatting from RGB and Event Stream
arXiv (Cornell University)·2025Open Access
Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
arXiv (Cornell University)·2025Open Access
Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal Forecasting
2025Open Access
Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners
2025· 1 citedOpen Access
Advancing Graph Foundation Models: A Data-Centric Perspective
2025Open Access
Mini-Game Lifetime Value Prediction in WeChat
2025Open Access
BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction
2025· 3 citedOpen Access
GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models
Proceedings of the VLDB Endowment·2025
Mini-Game Lifetime Value Prediction in WeChat
arXiv (Cornell University)·2025Open Access
GalaxyView: Property Graph Transformation for Materialized View Generation
2025
The LDBC Financial Benchmark: Transaction Workload
Proceedings of the VLDB Endowment·2025· 1 cited
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
2025· 7 citedOpen Access
First ATG101-recruiting small molecule degrader for selective CDK9 degradation via autophagy–lysosome pathway
Acta Pharmaceutica Sinica B·2025· 11 citedOpen Access
MedSpaformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Hong Cheng(8), Xiangguo Sun(7), Heng Chang(7), Fugee Tsung(7), Yuhan Li(6), Yu Rong(4), Zhixun Li(4), Jeffrey Xu Yu(4), Ruifeng Tan(4), Xibin Lu(4), Jiaqiang Huang(4), Tong‐Yi Zhang(4), Jianheng Tang(4), Jiashun Cheng(3), Nuo Chen(3), Yang Liu(3), Hong Cheng(3), Weiqi Zhang(3), Jiawen Zhang(2), Lanqing Li(2)