Scholar

Xiaowen Dong

Google Scholar ID: _8tUq8kAAAAJ

University of Oxford

signal processingmachine learningnetwork sciencecomputational social science

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

4,827

H-index

i10-index

Publications

Co-authors

141

list available

Contact

No contact links provided.

Publications

32 items

k-Maximum Inner Product Attention for Graph Transformers and the Expressive Power of GraphGPS The Expressive Power of GraphGPS

2026

Cited

Can Graph Foundation Models Generalize Over Architecture?

2026

Cited

A Bipartite Graph Approach to U.S.-China Cross-Market Return Forecasting

2026

Cited

Data-Driven Graph Filters via Adaptive Spectral Shaping

2026

Cited

LGDC: Latent Graph Diffusion via Spectrum-Preserving Coarsening

2025

Cited

gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity

2025

Cited

Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin

2025

Cited

On the Importance of Task Complexity in Evaluating LLM-Based Multi-Agent Systems

2025

Cited

Resume (English only)

Academic Achievements

Multiple papers accepted at NeurIPS'25
Paper accepted at CAMSAP'25
Paper accepted at ProbNum'25
Paper accepted at ACL'25
Paper accepted at ICML'25
Departmental teaching award for academic year 2024-25

Background

Associate Professor in the Department of Engineering Science, University of Oxford
Member of both the Machine Learning Research Group and the Oxford-Man Institute
Fellow and Tutor in Engineering at Lady Margaret Hall
Main research interests: signal processing and machine learning for analyzing data with complex structures
Applications in social, urban, and financial network analysis

Co-authors

141 total