Tianyi Bao

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Junchi Yan (3) Xinyu Ye (2) Tommaso Salvatori (1) Ruizhe Zhong (1) Thomas Lukasiewicz (1) Yuhang Song (1) Yehui Tang (1) Beren Millidge (1) Qitian Wu (1) Zetian Jiang (1)

Research topics

Deep Learning (4) Architectures (4) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Interdisciplinary (1) Application Areas (1) Cognitive Science (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

quantum error mitigation (2) predictive coding (1) graph topology (1) biologically plausible learning (1) graph transformer (1) positional encoding (1) ood detection (1) virtual node (1) long-range dependencies (1) attention bia (1) neural network (1) feature encoder (1) topological information (1) arbitrary graph (1) inference learning (1) non-local aggregation (1) cyclic connection (1) auroc (1) topology (1) neighborhood (1)

Papers

Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation ICLR 2025 QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline ICML 2025 Graph Out-of-Distribution Detection Goes Neighborhood Shaping ICML 2024 Learning on Arbitrary Graph Topologies via Predictive Coding NeurIPS 2022