Yi Liang
- Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
2023/10/08 by Lu Yin, You Wu, Yin, Lu +24 · 1 voice · 24 citations
Computer Science · #cs.LG
- You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
2022/11/21 by Shengkun Tang, Tang, Shengkun, Yaqing Wang +15 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Teach LLMs to Personalize -- An Approach inspired by Writing Education
2023/08/15 by Cheng Li, Mingyang Zhang, Li, Cheng +11 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Optimal Function Approximation with Relu Neural Networks
2019/09/09 by Bo Liu, Yi Liang, Liu, Bo +1 · 2 citations
Engineering · Computer Science · #Advanced Numerical Analysis Techniques #Neural Networks and Applications #Image and Object Detection Techniques
- Automated Evaluation of Personalized Text Generation using Large Language Models
2023/10/17 by Yaqing Wang, Wang, Yaqing, Jiepu Jiang +11 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Budget-Aware Tool-Use Enables Effective Agent Scaling
2025/11/21 by T. Liu, Zifeng Wang, Liu, Tengxiao +25 · 4 citations
Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
- Single-atom nanozymes Co–N–C as an electrochemical sensor for detection of bioactive molecules
2022/12/05 by Yiyi Liu, Peng Zhao, Yi Liang +10 · 1 citation
Materials Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Advanced Nanomaterials in Catalysis #Electrochemical sensors and biosensors #Advanced biosensing and bioanalysis techniques
- AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation
2023/09/29 by Shengkun Tang, Yaqing Wang, Tang, Shengkun +9 · 1 citation
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Physical reduced states and continuum characters of the lattice Kramers-Wannier defect
2026/07/28 by Yi Liang
#quant-ph