Publications (6)
Super Resolution On Global Weather Forecasts
Lawrence Zhang, Adam Yang, Rodz Andrie Amor +2
Weather forecasting is a vitally important tool for tasks ranging from planning day to day activities to disaster response planning. However, modeling weather has proven to be chal…
DeXposure: A Dataset and Benchmarks for Inter-protocol Credit Exposure in Decentralized Financial Networks
Wenbin Wu, Kejiang Qian, Alexis Lui +5
We curate the DeXposure dataset, the first large-scale dataset for inter-protocol credit exposure in decentralized financial networks, covering global markets of 43.7 million entri…
Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
Xingang Guo, Yaxin Li, Xiangyi Kong +62
Modern engineering, spanning electrical, mechanical, aerospace, civil, and computer disciplines, stands as a cornerstone of human civilization and the foundation of our society. Ho…
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models
Bryan Zhang, Taichi Nakatani, Stephan Walter
E-commerce stores enable multilingual product discovery which require accurate product title translation. Multilingual large language models (LLMs) have shown promising capacity to…
CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models
Zhu Cheng, Zhenming Wang, Yu +14
The paper presents CatalogAgent, an agentic system that uses a Supervisor Agent to resolve conflicts between LLM-based generators and evaluators for filling missing product attribu…
Machine Translation Impact in E-commerce Multilingual Search
Bryan Zhang, Amita Misra
Previous work suggests that performance of cross-lingual information retrieval correlates highly with the quality of Machine Translation. However, there may be a threshold beyond w…