Yang, Changdi
- DiffClass: Diffusion-Based Class Incremental Learning
2024/03/08 by Zichong Meng, Zhang Jie, Meng, Zichong +9 · 8 citations
Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Recommender Systems and Techniques #Text and Document Classification Technologies
- Squat: Quant Small Language Models on the Edge
2024/02/16 by Xuan Shen, Peiyan Dong, Shen, Xuan +17 · 8 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
2024/03/16 by Jun Liu, Liu, Jun, Zhenglun Kong +17 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Rethinking Token Reduction for State Space Models
2024/10/16 by Zheng Zhan, Zhan, Zheng, Yushu Wu +14 · 8 citations
Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-time simulation and control systems #Simulation Techniques and Applications
- InstructGIE: Towards Generalizable Image Editing
2024/03/08 by Zichong Meng, Meng, Zichong, Changdi Yang +9 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
- Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
2024/11/02 by Zhan Zheng, Yu‐Shu Wu, Zhan, Zheng +17 · 5 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
2025/03/20 by Xuan Shen, Wanjing Ma, Shen, Xuan +21 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
- Structured Agent Distillation for Large Language Model
2025/05/20 by Liu, Jun, Kong, Zhenglun, Dong, Peiyan +10 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
2025/08/06 by Jun Liu, Zhenglun Kong, Liu, Jun +26 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation
2025/01/08 by Jun Liu, Zhenglun Kong, Liu, Jun +21 · 5 citations
Engineering · Neuroscience · #Advanced Algorithms and Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles Platform
2025/08/17 by Liu, Jun, Kong, Zhenglun, Zhao, Pu +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)