| 2025 | ACL | Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation. | Shuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Tian Jin, Xiaowen Dong, Yanfeng Wang, Siheng Chen |
| 2025 | AISTATS | Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes. | Keyue Jiang, Bohan Tang, Xiaowen Dong, Laura Toni |
| 2025 | ICLR | Bundle Neural Network for message diffusion on graphs. | Jacob Bamberger, Federico Barbero, Xiaowen Dong, Michael M. Bronstein |
| 2025 | ICLR | Neural Spacetimes for DAG Representation Learning. | Haitz Sez de Ocriz Borde, Anastasis Kratsios, Marc T. Law, Xiaowen Dong, Michael M. Bronstein |
| 2025 | ICLR | Separation Power of Equivariant Neural Networks. | Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin |
| 2025 | ICLR | Training-Free Message Passing for Learning on Hypergraphs. | Bohan Tang, Zexi Liu, Keyue Jiang, Siheng Chen, Xiaowen Dong |
| 2025 | ICML | On Measuring Long-Range Interactions in Graph Neural Networks. | Jacob Bamberger, Benjamin Gutteridge, Scott le Roux, Michael M. Bronstein, Xiaowen Dong |
| 2024 | COLING | STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network. | Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert |
| 2024 | ICASSP | Hypergraph Transformer for Semi-Supervised Classification. | Zexi Liu, Bohan Tang, Ziyuan Ye, Xiaowen Dong, Siheng Chen, Yanfeng Wang |
| 2024 | ICASSP | Hypergraph-Mlp: Learning on Hypergraphs Without Message Passing. | Bohan Tang, Siheng Chen, Xiaowen Dong |
| 2024 | ICLR | A Characterization Theorem for Equivariant Networks with Point-wise Activations. | Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin |
| 2023 | ICASSP | Learning Hypergraphs From Signals With Dual Smoothness Prior. | Bohan Tang, Siheng Chen, Xiaowen Dong |
| 2023 | ICML | DRew: Dynamically Rewired Message Passing with Delay. | Benjamin Gutteridge, Xiaowen Dong, Michael M. Bronstein, Francesco Di Giovanni |
| 2023 | UAI | Graph classification Gaussian processes via spectral features. | Felix L. Opolka, Yin-Cong Zhi, Pietro Li, Xiaowen Dong |
| 2023 | UAI | Structure-aware robustness certificates for graph classification. | Pierre Osselin, Henry Kenlay, Xiaowen Dong |
| 2022 | AISTATS | Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. | Felix L. Opolka, Yin-Cong Zhi, Pietro Li, Xiaowen Dong |
| 2022 | ICLR | Understanding over-squashing and bottlenecks on graphs via curvature. | Jake Topping, Francesco Di Giovanni, Benjamin Paul Chamberlain, Xiaowen Dong, Michael M. Bronstein |
| 2022 | ICML | Learning to Infer Structures of Network Games. | Emanuele Rossi, Federico Monti, Yan Leng, Michael M. Bronstein, Xiaowen Dong |
| 2022 | NAACL | Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. | Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schtze |
| 2021 | ICASSP | On The Stability of Graph Convolutional Neural Networks Under Edge Rewiring. | Henry Kenlay, Dorina Thanou, Xiaowen Dong |
| 2021 | ICLR | Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels. | Bin Xin Ru, Xingchen Wan, Xiaowen Dong, Michael A. Osborne |
| 2021 | ICML | Interpretable Stability Bounds for Spectral Graph Filters. | Henry Kenlay, Dorina Thanou, Xiaowen Dong |
| 2020 | AISTATS | Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis. | Kaige Yang, Laura Toni, Xiaowen Dong |
| 2020 | ICASSP | On The Stability of Polynomial Spectral Graph Filters. | Henry Kenlay, Dorina Thanou, Xiaowen Dong |
| 2020 | ICML | Learning Quadratic Games on Networks. | Yan Leng, Xiaowen Dong, Junfeng Wu, Alex Pentland |
| 2016 | ISM | Multi-modal Image Retrieval with Random Walk on Multi-layer Graphs. | Renata Khasanova, Xiaowen Dong, Pascal Frossard |
| 2015 | ICASSP | Laplacian matrix learning for smooth graph signal representation. | Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst |
| 2013 | ICASSP | Inference of mobility patterns via Spectral Graph Wavelets. | Xiaowen Dong, Antonio Ortega, Pascal Frossard, Pierre Vandergheynst |
| 2013 | ICDM | SaferCity: A System for Detecting and Analyzing Incidents from Social Media. | Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Xiaowen Dong, Yiannis Gkoufas, Dimitrios Mavroeidis |
| 2012 | ICASSP | Learning of structured graph dictionaries. | Xuan Zhang, Xiaowen Dong, Pascal Frossard |
| 2011 | GLOBECOM | Green IP over WDM Networks: Solar and Wind Renewable Sources and Data Centres. | Xiaowen Dong, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani |
| 2011 | ICASSP | A regularization framework for mobile social network analysis. | Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov |