Soji Adeshina

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 · Silver 🗺️ Taxonomy Completionist (10) 🌱 Topic Pioneer ❓ The Questioner

Venues

ICLR (2) ACL (1) EMNLP (1)

Top co-authors

Vassilis N. Ioannidis (4) Christos Faloutsos (2) Huzefa Rangwala (2) Qi Zhu (2) Meng-Chieh Lee (2) Zhen Han (2) Costas Mavromatis (2) David Wipf (1) Da Zheng (1) Tom Goldstein (1)

Research topics

Machine Learning (3) Deep Learning (2) Knowledge & Reasoning (2) Natural Language Processing (2) Applications (2) Optimization & Theory (2) Representation (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

graph retrieval (2) semantic parsing (2) graph neural network (2) retrieval-augmented generation (2) knowledge graph question answering (1) semantic search (1) knowledge base (1) knowledge graph (1) convergence guarantee (1) node classification (1) tabular data (1) large language model (1) boosted decision tree (1) hybrid question answering (1) graph rag (1) network usable information (1) link prediction (1) information measurement (1) ensemble learning (1) question answering (1)

Papers

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025 NetInfoF Framework: Measuring and Exploiting Network Usable Information ICLR 2024 Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features ICLR 2022