James Zhang

机构：Northwestern University, Deloitte (United States), Northwestern University · ORCID：0000-0002-1867-7875

发表论文 94 篇 · 总被引 999 次 · h-index 17

代表论文

• Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook (2026 · ACM Computing Surveys · 被引 35)
• LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs (2024 · Proceedings of the AAAI Conference on Artificial Intelligence · 被引 30)
• Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects (2023 · arXiv (Cornell University) · 被引 18)
• Global sourcing under tariffs: A perspective of time series analysis (2024 · International Journal of Production Economics · 被引 15)
• Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels (2024 · Radiology Artificial Intelligence · 被引 9)
• SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies (2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 被引 9)