Ziniu Zhang
PhD Student
Biography
Bio coming soon!
Recent publications
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Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation
Citation: Ziniu Zhang, Minxuan Duan, Haris N. Koutsopoulos, Hongyang R. Zhang. (2026). Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation KDD (1), 2901-2912. https://doi.org/10.1145/3770854.3785677 -
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
Citation: Ziniu Zhang, Zhenshuo Zhang, Dongyue Li, Lu Wang , Jennifer G. Dy, Hongyang R. Zhang. (2025). Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP, 16459-16477. https://doi.org/10.18653/v1/2025.emnlp-main.832 -
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets
Citation: Dongyue Li, Ziniu Zhang, Lu Wang , Hongyang R. Zhang. (2025). Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL (1), 25347-25364. https://aclanthology.org/2025.acl-long.1231/