Huang, Yuxiang
- MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
2024/04/09 by Shengding Hu, Hu, Shengding, Yuge Tu +48 · 2 voices · 125 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Tool Learning with Foundation Models
2023/04/17 by Yujia Qin, Shengding Hu, Qin, Yujia +79 · 49 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
- MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
2025/09/16 by Tianyu Yu, Yu, Tianyu, Chongyi Wang +57 · 26 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- MiniCPM4: Ultra-Efficient LLMs on End Devices
2025/06/09 by MiniCPM Team, Chaojun Xiao, Yuxuan Li +148 · 22 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding
2024/02/21 by Zhao, Weilin, Huang, Yuxiang, Han, Xu +7 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
2025/02/20 by Weilin Zhao, Zhao, Weilin, Pan, Tengyu +20 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation
2025/09/29 by Weilin Zhao, Zhao, Weilin, Zihan Zhou +22 · 8 citations
Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
- CA-LoRA: Adapting Existing LoRA for Compressed LLMs to Enable Efficient Multi-Tasking on Personal Devices
2023/07/15 by Weilin Zhao, Zhao, Weilin, Yuxiang Huang +11 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Speech Recognition and Synthesis #Topic Modeling
- Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices
2024/10/02 by Yuxiang Huang, Binhang Yuan, Huang, Yuxiang +7 · 3 citations
Computer Science · #Natural Language Processing Techniques #Imbalanced Data Classification Techniques #Topic Modeling
- NOSA: Native and Offloadable Sparse Attention
2025/10/15 by Yuxiang Huang, Wang, Pengjie, Huang, Yuxiang +10 · 1 citation
Computer Science · Engineering · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems #Seismology and Earthquake Studies