Shirui Pan

Chongqing University of Posts and Telecommunications — China

Computer Science · Physical Sciences

69h-index24.1kcitations557works14.62yr avg
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Research Topics

Advanced Graph Neural Networks(221), Topic Modeling(92), Complex Network Analysis Techniques(74), Recommender Systems and Techniques(63), Domain Adaptation and Few-Shot Learning(46)

Publications557 total

A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
ACM Computing Surveys·2025· 9 citedOpen Access
Intranasal natural products for influenza treatment: a systematic review and meta-analysis of preclinical studies
2025Open Access
Adaptive Rainwater Management on Coral Islands: Multi-Method Integrated Rapid Optimization of Bioretention Systems
Environmental chemistry and safety·2025Open Access
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time
arXiv (Cornell University)·2025Open Access
OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories
2025· 1 citedOpen Access
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection
2025· 1 cited
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
ACM Transactions on Intelligent Systems and Technology·2025
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models
arXiv (Cornell University)·2025Open Access
A Preliminary Exploration of the Differences and Conjunction of Traditional PNT and Brain-inspired PNT
arXiv (Cornell University)·2025Open Access
Spatially-Augmented Sequence-to-Sequence Neural Diarization for Meetings
arXiv (Cornell University)·2025Open Access
DrugPilot: LLM-based Parameterized Reasoning Agent for Drug Discovery
2025Open Access
LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
arXiv (Cornell University)·2025Open Access
Generative Causality-Driven Network for Graph Multi-Task Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey
ACM Computing Surveys·2025· 15 cited
AI-driven protein design
Nature Reviews Bioengineering·2025· 13 cited
Large language models for drug discovery and development
Patterns·2025· 15 citedOpen Access
Multi-view contrastive learning with Static attributes and Dynamic interests for Sequential Recommendation
Applied Intelligence·2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning
arXiv (Cornell University)·2025Open Access
Sharpness-aware Zeroth-order Optimization for Graph Transformers
2025
M^2LLM: Multi-view Molecular Representation Learning with Large Language Models
2025
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Frequent Co-authors

Chengqi Zhang(12), Guodong Long(11), Jing Jiang(9), Ming Jin(7), Chuan Zhou(6), Xingquan Zhu(6), Jia Wu(5), Yixin Liu(4), Yu Zheng(4), Chen Gong(4), Qingsong Wen(4), Yuan-Fang Li(4), Shaoxiong Ji(3), Philip S. Yu(3), Zonghan Wu(3), Xiaojun Chang(3), Ruiqi Hu(3), Yuxuan Liang(3), Bin Yang(3), Erik Cambria(2)