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Jia Yu Lim

6 papers · 2026

Research

World models at WING Lab. Before that, retrieval and extraction over financial documents, and physics-informed graph networks for flood modelling.

Journal articles(1)

UrbanFloodBench: Bridging AI and Hydrology through Benchmarking of Coupled 1D–2D Urban Flood Surrogate Models

Jia Yu Lim, Herath Mudiyanselage Sanka Rasnayaka, Lucy Marshall, Hui Zou, Abhishek Saha, Jobayer Hossain, Jing Yen Tong, Ing Zhen Lee, Yukiya Tsukada, Shrey Gandhi, Katsutoshi Matsumaro, Sajay Raj, Artyom Mazur, Andrey Khlopotnykh, Dmytro Cheshenko

Environmental Modelling & Software 2026Published

Conference papers(2)

PRISM: Prompt-Refined In-Context System Modelling for Financial Retrieval

Chun Chet Ng*, Jia Yu Lim*, Wei Zeng Low

EMNLP 2026 Industry TrackAcceptedarXivCode

Physics-Informed Graph Neural Networks for Operational Flood Modelling

Carlo Malapad Acosta, Herath Mudiyanselage Viraj Vidura Herath, Jia Yu Lim, Abhishek Saha, Sanka Rasnayaka, Lucy Marshall

IJCAI-ECAI 2026Accepted

Workshop papers & preprints(3)

PRISM: Prompt-Refined In-Context System Modelling for Financial Retrieval

Chun Chet Ng*, Jia Yu Lim*, Wei Zeng Low

FinLLM @ IJCAI 2026★ Short Oral Paper AwardarXivCode

  • Scalable Learning and Optimization for Efficient Multimodal AI Agents @ ICML 2026
  • Workshop on Logical Reasoning of Large Language Models @ ICLR 2026
  • The 2nd Workshop on Advances in Financial AI: Towards Agentic and Responsible Systems @ ICLR 2026
  • International Symposium on Large Language Models for Financial Services (FinLLM @ IJCAI 2026)

AI-BAAM: AI-Driven Bank Statement Analytics as Alternative Data for Malaysian MSME Credit Scoring

Chun Chet Ng, Zhen Hao Chu, Jia Yu Lim, Yin Yin Boon, Wei Zeng Low, Jin Khye Tan

ICLR 2026 WorkshopsarXiv

  • Workshop on Logical Reasoning of Large Language Models @ ICLR 2026
  • The 2nd Workshop on Advances in Financial AI: Towards Agentic and Responsible Systems @ ICLR 2026
  • Workshop on Multi-Agent Learning and Its Opportunities in the Era of Generative AI @ ICLR 2026
  • Agentic AI in the Wild: From Hallucinations to Reliable Autonomy @ ICLR 2026

Cash Flow Underwriting with Bank Transaction Data: Advancing MSME Financial Inclusion in Malaysia

Chun Chet Ng, Wei Zeng Low, Jia Yu Lim, Yin Yin Boon

AAAI 2026 WorkshoparXiv

  • Agentic AI in Financial Services @ AAAI 2026
  • AI for Financial Inclusion, Risk Modeling & Resilience in Emerging Markets @ ACM ICAIF 2025

* equal contribution · tag colour marks the venue type: blue journal, orange conference, yellow workshop. Workshop entries list every workshop the paper was accepted to.