Selected Publications

Food AI / Computational Gastronomy

• RecipeBuild: Learning to Build Recipe Ideas Using LM-Based Recipe Contextual Modeling — IEEE Access, 2025. IEEE Xplore
• Culinary Class Wars: Evaluating LLMs using ASH in Cuisine Transfer Task — ICDM Workshop (CoGamy), 2025. arXiv · IEEE Xplore
• CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions — LREC-COLING, 2024. ACL Anthology · arXiv
• KitchenScale: Learning to Predict Ingredient Quantities from Recipe Contexts — CIKM, 2022.
• RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer — CIKM, 2022. arXiv

Biomedical NLP

• RECoDe: Relation Extraction for Diet, Non-Communicable Disease and Biomarker Associations — bioRxiv / ECCB 2026 (under review). DOI · GitHub
• From Medical Literature to Predictive Features: An Evidence-based Knowledge Graph Approach — LMRL Workshop @ ICLR, 2025.
• Meerkat-7B: Fast and Accurate Large Language Model for Medical Exam — npj Digital Medicine. Cited: 84.

Financial AI

• DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection — CIKM, 2024. DOI
• HADAPS: Hierarchical Adaptive Multi-Asset Portfolio Selection — IEEE Access, 2023. DOI

Legal AI / Policing

• LAPIS: Language Model-Augmented Police Investigation System — CIKM, 2024. Cited: 14. DOI

NLP Foundations

• NETS (Learning User Preferences and Understanding Calendar Contexts for Event Scheduling) — CIKM, 2018.
• BEST: Next-Generation Biomedical Entity Search Tool — PLOS ONE, 2016. DOI

For full publication list and analysis, see Google Scholar.