Changsheng Zhao

1. MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
   2024/02/22 by Zechun Liu, Liu, Zechun, Changsheng Zhao +21 · 3 voices · 45 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
2. Neural Computers
   2026/04/07 by Mingchen Zhuge, Changsheng Zhao, Haozhe Liu +16 · 11 voices
   #cs.LG #cs.AI
3. SpinQuant: LLM quantization with learned rotations
   2024/05/26 by Zechun Liu, Liu, Zechun, Changsheng Zhao +15 · 92 citations
   Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression
4. LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
   2024/10/22 by Xiaoqian Shen, Yunyang Xiong, Shen, Xiaoqian +31 · 82 citations
   Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
5. LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
   2023/05/29 by Zechun Liu, Barlas Oğuz, Liu, Zechun +15 · 34 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
6. Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations
   2024/11/18 by Igor Fedorov, Fedorov, Igor, Kate Plawiak +37 · 2 voices · 7 citations
   #cs.DC #cs.AI
7. ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization
   2025/02/04 by Zechun Liu, Liu, Zechun, Changsheng Zhao +28 · 8 citations
   Physics and Astronomy · Computer Science · #Particle Detector Development and Performance #Atomic and Subatomic Physics Research #Advanced Data Compression Techniques
8. Revisiting Sample Size Determination in Natural Language Understanding
   2023/07/01 by Ernie Chang, Muhammad H. Rashid, Chang, Ernie +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
9. DepthLM: Metric Depth From Vision Language Models
   2025/09/29 by Zhipeng Cai, Ching-Feng Yeh, Cai, Zhipeng +17 · 5 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques