Accepted Papers

Below is the list of accepted papers for the workshop:

• Text Representation Enrichment Utilizing Graph based Approaches: Stock Market Technical Analysis Case Study. Nima Tavassoli (Eveince), Sara Salamat (Eveince), Behnam Sabeti (Eveince), Reza Fahmi (Eveince).

• A Multimodal Embedding-Based Approach to Industry Classification in Financial Markets. Rian Dolphin (University College Dublin), Barry Smyth (Insight Centre for Data Analytics), Ruihai Dong (UCD School of Computer Science).

• AI-Assisted Credit Risk Review for Commercial Loans. Lavanya Basavaraju (U.S. Bank), Soumitri N Kolavennu (U.S. Bank), Varshini Sriram (U.S. Bank), Vadim Petruk (U.S. Bank).

• MANA-Net: A Market Attention-weighted News Aggregation Network for Stock Price Prediction. Mengyu Wang (University of Edinburgh), Tiejun Ma (University of Edinburgh).

• Spatial-Temporal Stock Movement Prediction and Portfolio Selection based on the Semantic Company Relational Graph. Chang Luo (University of Edinburgh), Tiejun Ma (University of Edinburgh), Mihai Cucuringu (University of Oxford and The Alan Turing Institute).

• Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning. Bhaskarjit Sarmah (BlackRock, Inc.), Nayana Nair (BlackRock, Inc.), Dhagash Mehta (BlackRock, Inc.), Stefano Pasquali (BlackRock, Inc.).

• Holder Recommendations using Graph Representation Learning & Link Prediction. Abhijeet Kumar (Fidelity Investments), Rachna Saxena (FMR).