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Xinyan Han

2 accepted papers

2025

DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment

AAAI 2025technical

Recent research demonstrates the effectiveness of using pre-trained language models for legal case retrieval. Most of the existing works focus on improving the representation ability for the contextualized embedding of the [CLS] token and calculate relevance using textual semantic similarity. Howeve…

2025

HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning

AAAI 2025technical

Understanding and leveraging the 3D structures of proteins is central to a variety of biological and drug discovery tasks. While deep learning has been applied successfully for structure-based protein function prediction tasks, current methods usually employ distinct training for each task. However,…