Yijin Liu

1. Heterogeneous damage in Li-ion batteries: Experimental analysis and theoretical modeling
   2019/05/11 by Rong Xu, Yang Yang, Fei Yin +5 · 4 citations
   Engineering · #Advancements in Battery Materials #Advanced Battery Technologies Research #Advanced Battery Materials and Technologies
2. Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy
   2024/04/10 by Yijin Liu, Fandong Meng, Liu, Yijin +3 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Improving Translation Faithfulness of Large Language Models via Augmenting Instructions
   2023/08/24 by Yijie Chen, Chen, Yijie, Yijin Liu +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. BranchNorm: Robustly Scaling Extremely Deep Transformers
   2023/05/04 by Yijin Liu, Liu, Yijin, Fandong Meng +4 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
5. Warmup-Distill: Bridge the Distribution Mismatch between Teacher and Student before Knowledge Distillation
   2025/02/17 by Zengkui Sun, Sun, Zengkui, Yijin Liu +9 · 2 citations
   Social Sciences · #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences
6. Instruction Position Matters in Sequence Generation with Large Language Models
   2023/08/23 by Yijin Liu, Liu, Yijin, Fandong Meng +4 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
7. Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective
   2024/04/11 by Yijie Chen, Yijin Liu, Chen, Yijie +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
8. Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping
   2025/02/16 by Yijie Chen, Yijin Liu, Chen, Yijie +9 · 1 citation
   Computer Science · #Neural Networks and Applications