2025: Three papers accepted by EMNLP 2025 on FusionDTI for drug-target interaction, Long-Tail Biomedical Knowledge Editing, and temporal reasoning evaluation
2025: Published a comprehensive survey titled 'A Comprehensive Survey of Self-Evolving AI Agents'
2025: Launched EvoAgentX, the world’s first self-evolving framework for AI Agents
2025: Two papers accepted by ACL 2025 on knowledge-enhanced RAG models and temporally-aware multimodal LLMs for chest X-ray report generation
2024: Two papers accepted by EMNLP 2024 on RAG with reasoning chains and position bias in LLMs
2024: Two papers published in Briefings in Bioinformatics on Automatic Biochemical Pathway Prediction and Gene-disease Association Prediction
2024: Two papers accepted by ACL 2024 on RAG with Knowledge Graph Generation and Medical Open-Domain Question Answering
2024: Co-organization chair of the KEIR@ECIR 2024 workshop in Glasgow
2024: Local organization chair of the ECIR 2024 conference in Glasgow
2024: Delivered a tutorial on 'Integrating Knowledge Graphs and Large Language Models for Advancing Scientific Research' at Learning on Graphs Conference 2024