Jia, Yiling

4 publications

ICML 2024 Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, Ajay Kumar Jaiswal, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu

ICLRW 2024 Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, Ajay Kumar Jaiswal, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu

ICLR 2022 Learning Neural Contextual Bandits Through Perturbed Rewards Yiling Jia, Weitong Zhang, Dongruo Zhou, Quanquan Gu, Hongning Wang

AAAI 2018 Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse