Lei Zan

2 papers · 2023–2026 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird

Conferences

AAAI (1) AISTATS (1)

Top co-authors

Keli Zhang (1) Ruichu Cai (1) Charles K. Assaad (1) Lujia Pan (1) Imad Ez-Zejjari (1)

Keywords

causal graph (2) causal inference (1) anomaly detection (1) causal discovery (1) mathematical reasoning (1) root cause identification (1) large language model (1) time series analysis (1) structural dependencies (1)

Papers

CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge AAAI 2026

Root Cause Identification for Collective Anomalies in Time Series given an Acyclic Summary Causal Graph with Loops AISTATS 2023