conftrace_

Zelin He

4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14)

Conferences

AISTATS (2) AAAI (1) ICML (1)

Top co-authors

Matthew Reimherr (2) Runze Li (2) Ying Sun (2) Sarah Alnegheimish (2) Abhinav Pradhan (1) Akash Chandrayan (1) Lingzhou Xue (1) Luca D’Angelo (1) Xin Yu (1)

Keywords

transfer learning (1) domain adaptation (1) time series anomaly detection (1) distributed learning (1) covariate shift (1) high-dimensional regression (1) vision-language model (1) vision encoder (1) model estimation (1) fused regularizer (1) graph neural network (1)

Papers

Harnessing Vision-Language Models for Time Series Anomaly Detection AAAI 2026 M$^2$AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding AISTATS 2025 Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees ICML 2025 TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024