Ya Gao

PhD student, Aalto University

Joined

October 2023

Names

Ya Gao (Preferred)

Emails

****@aalto.fi (Confirmed)

Personal Links

Career & Education History

PhD student

Aalto University (aalto.fi)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Pekka Marttinen

2023 – Present

PhD Advisor

2023 – Present

Coauthor

2022 – 2024

Expertise

natural language processing

Present

large language models

Present

Publications

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision-Language Models
Zou Zhengtao, Ya Gao, Jiarui Guan, Bin Li, Pekka Marttinen
- Submitted to ICLR 2026
- Readers: Everyone
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
- OpenReview Archive Direct Upload
- Readers: Everyone
Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection
Ya Gao, Shaoxiong Ji, Pekka Marttinen
- LREC/COLING 2024
- Readers: Everyone
Query-Guided Self-Supervised Summarization of Nursing Notes
Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka Marttinen
- CoRR 2024
- Readers: Everyone
Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection
Shaoxiong Ji, Ya Gao, Pekka Marttinen
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Contextualized Graph Embeddings for Adverse Drug Event Detection
Ya Gao, Shaoxiong Ji, Tongxuan Zhang, Prayag Tiwari, Pekka Marttinen
- 2022 (modified: 17 Apr 2023)
- ECML/PKDD (2) 2022
- Readers: Everyone

Co-Authors