Shu, Lei

9 publications

ICLR 2025 Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection Yun Zhu, Jia-Chen Gu, Caitlin Sikora, Ho Ko, Yinxiao Liu, Chu-Cheng Lin, Lei Shu, Liangchen Luo, Lei Meng, Bang Liu, Jindong Chen

AAAI 2024 RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting Lei Shu, Liangchen Luo, Jayakumar Hoskere, Yun Zhu, Yinxiao Liu, Simon Tong, Jindong Chen, Lei Meng

NeurIPS 2022 Measuring and Reducing Model Update Regression in Structured Prediction for NLP Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang

CoLLAs 2022 Open Set Recognition via Augmentation-Based Similarity Learning Sepideh Esmaeilpour, Lei Shu, Bing Liu

AAAI 2022 Zero-Shot Out-of-Distribution Detection Based on the Pre-Trained Model CLIP Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu

NeurIPS 2021 Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Zixuan Ke, Bing Liu, Nianzu Ma, Hu Xu, Lei Shu

ECML-PKDD 2020 Continual Learning with Knowledge Transfer for Sentiment Classification Zixuan Ke, Bing Liu, Hao Wang, Lei Shu

AAAI 2018 Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu

IJCAI 2018 Lifelong Domain Word Embedding via Meta-Learning Hu Xu, Bing Liu, Lei Shu, Philip S. Yu