Zelin He

13 papers A* 2A 2B 2Journal 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Harnessing Vision-Language Models for Time Series Anomaly Detection.
AAAI
Zelin He, Sarah Alnegheimish, Matthew Reimherr
2026 J jnl
SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning.
CoRR
Zelin He, Boran Han, Xiyuan Zhang, Shuai Zhang, Haotian Lin, Qi Zhu, Haoyang Fang, Danielle C. Maddix, Abdul Fatir Ansari, Akash Chandrayan, Abhinav Pradhan, Yuyang Wang, Matthew Reimherr
2025 B conf
AquaLite: Mobile-Oriented Lightweight Detector for Marine Organism Detection in Oceanariums.
ICPADS
Baihao You, Jingheng Long, Zelin He, Jiangsan Zhao, Ximing Li
2025 B conf
AquaVLM: A Domain-Specific Vision-Language Model for Structured Understanding of Oceanarium Scenes.
ICPADS
Baihao You, Jingheng Long, Longrui Zhang, Zelin He, Wenxi Wu, Ximing Li
2025 J jnl
Harnessing Vision-Language Models for Time Series Anomaly Detection.
CoRR
Zelin He, Sarah Alnegheimish, Matthew Reimherr
2025 A conf
M
AISTATS
Sarah Alnegheimish, Zelin He, Matthew Reimherr, Akash Chandrayan, Abhinav Pradhan, Luca D'Angelo
2025 J jnl
M
CoRR
Sarah Alnegheimish, Zelin He, Matthew Reimherr, Akash Chandrayan, Abhinav Pradhan, Luca D'Angelo
2025 A* conf
Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees.
ICML
Xin Yu, Zelin He, Ying Sun, Lingzhou Xue, Runze Li
2024 J jnl
AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression.
CoRR
Zelin He, Ying Sun, Jingyuan Liu, Runze Li
2024 J jnl
The Effect of Personalization in FedProx: A Fine-grained Analysis on Statistical Accuracy and Communication Efficiency.
CoRR
Xin Yu, Zelin He, Ying Sun, Lingzhou Xue, Runze Li
2024 A conf
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression.
AISTATS
Zelin He, Ying Sun, Runze Li
2024 J jnl
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression.
CoRR
Zelin He, Ying Sun, Jingyuan Liu, Runze Li
2023 J jnl
Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization.
Trans. Mach. Learn. Res.
Runlong Zhou, Zelin He, Yuandong Tian, Yi Wu, Simon Shaolei Du