Dan Pei

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

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ❓ The Questioner

Venues

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)

Research topics

Machine Learning (4) Application Areas (3) Artificial Intelligence (2) Data Science & Analytics (2) Core AI (2) Core Methods (2) Methods (2) Optimization & Theory (1)

Keywords

large language model (2) benchmark evaluation (1) time series anomaly detection (1) interpretability (1) local smoothness (1) knowledge graph (1) semantic embedding (1) hallucination mitigation (1) spatial correlation (1) root cause analysis (1) failure diagnosis (1) trainable parameter (1) geospatial knowledge (1) factuality alignment (1) telemetry data (1) log anomaly detection (1) template representation (1) sequential anomaly (1) global pattern (1) software failure (1)

Papers

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