Publications

Jincheng Zhou, Mengbo Wang, Anqi He, Yumeng Zhou, Hessam Olya, Murat Kocaoglu, Bruno Ribeiro (2025). Differentiable Constraint-Based Causal Discovery. NeurIPS 2025.

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Yangyi Shen, Jincheng Zhou, Beatrice Bevilacqua, Joshua Robinson, Charilaos Kanatsoulis, Jure Leskovec, Bruno Ribeiro (2025). Zero-shot Generalization of GNNs Over Distinct Attribute Domains. ICML 2025.

Mikhail Galkin, Jincheng Zhou, Bruno Ribeiro, Jian Tang, Zhaocheng Zhu (2024). A Foundation Model for Zero-shot Logical Query Reasoning. NeurIPS 2024.

Bruna Jasinowodolinski, Yucheng Zhang, Jincheng Zhou, Beatrice Bevilacqua, Bruno Ribeiro (2024). Long-Range Synthetic Knowledge Graph Benchmarks for Double-Equivariant Models. ICLR 2024 BGPT.

Jincheng Zhou, Yucheng Zhang, Jianfei Gao, Yangze Zhou, Bruno Ribeiro (2023). Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types. NeurIPS 2023 New Frontiers in Graph Learning (GLFrontiers) (Oral).

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Jincheng Zhou, Beatrice Bevilacqua, Bruno Ribeiro (2023). An OOD Multi-Task Perspective for Link Prediction with New Relation Types and Nodes. NeurIPS 2023 New Frontiers in Graph Learning (GLFrontiers).

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Jincheng Zhou, Volkan Ustun (2022). PySigma: Towards Enhanced Grand Unification for the Sigma Cognitive Architecture. In AGI-21.

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Yunzhe Wang, Nikolos Gurney, Jincheng Zhou, David V. Pynadath, Volkan Ustun (2021). Route Optimization in Service of a Search and Rescue Artificial Social Intelligence Agent. In AAAI Fall Symposium, 2021.