Ma, Mingyuan

1. Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
   2023/03/12 by Zangwei Zheng, Mingyuan Ma, Zheng, Zangwei +9 · 27 citations
   Computer Science · Medicine · #COVID-19 diagnosis using 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
2. Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
   2024/08/12 by Zhenting Qi, Mingyuan Ma, Qi, Zhenting +9 · 48 citations
   Computer Science · #Digital Rights Management and Security
3. Machine Learning for Electronic Design Automation: A Survey
   2021/01/10 by Guyue Huang, Jingbo Hu, Huang, Guyue +29 · 17 citations
   Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Signal Processing (eess.SP) #Systems and Control (eess.SY) #VLSI and FPGA Design Techniques #electronic engineering #information engineering
4. Octopus: On-device language model for function calling of software APIs
   2024/04/02 by Wei Chen, Zhiyuan Li, Chen, Wei +3 · 10 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Scientific Computing and Data Management #Service-Oriented Architecture and Web Services #cs.CL #cs.SE
5. A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models
   2024/10/08 by Cong Guo, Guo, Cong, Feng Cheng +44 · 11 citations
   Computer Science · #Model-Driven Software Engineering Techniques #Distributed and Parallel Computing Systems
6. Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning
   2025/05/06 by Shan Yu, Yifan Qiao, Yu, Shan +29 · 13 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Big Data and Digital Economy #Natural Language Processing Techniques
7. KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
   2025/10/14 by Hancheng Ye, Zhimai Gao, Ye, Hancheng +18 · 4 citations
   Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Network Packet Processing and Optimization
8. CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models
   2025/05/25 by Wang, Qinsi, Ye, Hancheng, Chung, Ming-Yu +6 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Multi-Cali Anything: Dense Feature Multi-Frame Structure-from-Motion for Large-Scale Camera Array Calibration
   2025/03/02 by Jinjiang You, You, Jinjiang, Hewei Wang +19 · 2 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization