Lujun Li
- STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
2024/08/03 by Po Dong, Dong, Peijie, Lujun Li +18 · 6 citations
Engineering · #Semiconductor materials and devices #Advancements in Semiconductor Devices and Circuit Design #Advancements in Photolithography Techniques
- Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models
2024/06/05 by Peijie Dong, Dong, Peijie, Lujun Li +11 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Delta Decompression for MoE-based LLMs Compression
2025/02/24 by 浩治 森谷, Wei Li, Gu, Hao +12 · 8 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression
- You Know What I'm Saying: Jailbreak Attack via Implicit Reference
2024/10/04 by Tianyu Wu, Wu, Tianyu, Lingrui Mei +9 · 5 citations
Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Deception detection and forensic psychology #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
- EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization
2023/07/20 by Peijie Dong, Dong, Peijie, Lujun Li +9 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
- DisWOT: Student Architecture Search for Distillation WithOut Training
2023/03/28 by Peijie Dong, Lujun Li, Dong, Peijie +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #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
- LPZero: Language Model Zero-cost Proxy Search from Zero
2024/10/07 by Peijie Dong, Lujun Li, Dong, Peijie +11 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation
2021/12/16 by Jie Qin, Jie Wu, Qin, Jie +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
2025/05/26 by Peijie Dong, Zhenheng Tang, Dong, Peijie +9 · 5 citations
Economics, Econometrics and Finance · Physics and Astronomy · Computer Science · #Credit Risk and Financial Regulations #Magnetic properties of thin films #Advanced Data Storage Technologies
- Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
2025/06/29 by Lujun Li, Li, Lujun, Zhu Qiyuan +8 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models
2024/08/18 by Lin Cheng, Lin, Cheng, Lujun Li +9 · 1 citation
Computer Science · Neuroscience · #Speech Recognition and Synthesis #Advanced Neural Network Applications #Brain Tumor Detection and Classification