Contextualized Graph Embeddings for Adverse Drug Event Detection. - Ya Gao 005; Shaoxiong Ji; Tongxuan Zhang; Prayag Tiwari; Pekka Marttinen (ECML/PKDD (2), 2022)

Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection. - Ya Gao 005; Shaoxiong Ji; Pekka Marttinen (LREC/COLING, 2024)

Query-Guided Self-Supervised Summarization of Nursing Notes. - Ya Gao 005; Hans Moen; Saila Koivusalo; Miika Koskinen; Pekka Marttinen (ML4H@NeurIPS, 2024)

Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization. - Minttu Alakuijala; Ya Gao 005; Georgy Ananov; Samuel Kaski; Pekka Marttinen; Alexander Ilin; Harri Valpola (CoRR, 2025)