Ya Gao

According to our database, Ya Gao authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories.

Ya Gao, Kalle Kujanpää, Pekka Marttinen, Harri Valpola, Alexander Ilin

CoRR, February, 2026

2025

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models.

Zhengtao Zou, Ya Gao, Jiarui Guan, Bin Li, Pekka Marttinen

CoRR, November, 2025

Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization.

Minttu Alakuijala, Ya Gao, Georgy Ananov, Samuel Kaski, Pekka Marttinen, Alexander Ilin, Harri Valpola

CoRR, February, 2025

2024

Query-Guided Self-Supervised Summarization of Nursing Notes.

Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka Marttinen

Proceedings of the Machine Learning for Health, 2024

Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection.

Ya Gao, Shaoxiong Ji, Pekka Marttinen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2022

Contextualized Graph Embeddings for Adverse Drug Event Detection.

Ya Gao, Shaoxiong Ji, Tongxuan Zhang, Prayag Tiwari, Pekka Marttinen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022