Dan Pei

5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (2) EMNLP (1) ICLR (1) IJCAI (1)

Top co-authors

Changhua Pei (2) Jianhui Li (2) Gaogang Xie (2) Yihao Chen (1) Rong Zhou (1) Qinan Zhang (1) Qingwei Lin (1) Pei Sun (1) Quan Zhou (1) Han Jing (1)

Keywords

unsupervised learning (1) benchmark evaluation (1) knowledge graph (1) semantic embedding (1) hallucination mitigation (1) geospatial knowledge (1) large language model (1) factuality alignment (1) log anomaly detection (1) template representation (1) sequential anomaly (1)

Papers

Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning EMNLP 2025

OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures? ICLR 2025

CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations ICML 2025

KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks ICML 2025

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs IJCAI 2019