Service

Workshop Organization

• Workshop Organizer, GRAIL-V: Grounded Retrieval and Agentic Intelligence for Vision-Language, CVPR 2026.

Program Committee & Reviewing

• Area Chair, ACL, EMNLP Industry.
• Program Committee, SURGeLLM @ ACL 2026.
• Reviewer, ICLR, NeurIPS, ACL, NAACL, EMNLP, KDD.

Mentorship

• Mentor, ACL Student Research Workshop (SRW), 2025.
• Mentor scientists across Oracle’s applied generative-AI organization through invention disclosures, paper drafting, and the patent filing process.

Open Research Communities

• SEACrowd. Co-author on community-led research advancing AI for Southeast Asian languages and cultures:
  • Crowdsource, Crawl, or Generate? Creating SEA-VL: A Multicultural Vision-Language Dataset for Southeast Asia. ACL 2025. [paper]
  • Anthropogenic Regional Adaptation in Multimodal Vision-Language Models. arXiv:2604.11490, 2026. [paper]

Industry Service

• Lead the patent program within Oracle’s applied generative-AI organization — guide invention disclosures, chair IP review sessions, and mentor scientists across the team through the filing process.