Gathika Ratnayaka

3 papers · 2018–2025 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICLR (1) UAI (1)

Top co-authors

Qing Wang (2) Nisansa de Silva (1) Viraj Salaka (1) Menuka Warushavithana (1) Amal Shehan Perera (1) Yang Li (1) Thejan Rupasinghe (1) James Nichols (1)

Research topics

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

Keywords

contrastive learning (1) transfer learning (1) domain adaptation (1) sentiment analysis (1) text classification (1) graph matching (1) assignment problem (1) optimal transport (1) graph embedding (1) legal domain (1) negative sampling (1) legal text (1) graph neural network (1) node matching (1) partial graph matching (1) sinkhorn ranking (1)

Papers

Learning Partial Graph Matching via Optimal Partial Transport ICLR 2025 Contrastive learning for supervised graph matching UAI 2023 Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning EMNLP 2018