Yijia Zhang
- BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
2024/02/16 by Dayou Du, Du, Dayou, Yijia Zhang +11 · 15 citations
Engineering · #Advancements in Semiconductor Devices and Circuit Design #Semiconductor materials and devices #Advanced Memory and Neural Computing
- Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training
2023/05/31 by Yijia Zhang, Zhang, Yijia, Yibo Han +13 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Ferroelectric and Negative Capacitance Devices
- Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models
2023/05/21 by Yijia Zhang, Zhang, Yijia, Lingran Zhao +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Modality fusion using auxiliary tasks for dementia detection
2025/05/10 by Hangshou Shao, Yilin Pan, Yue Wang +1 · 3 citations
Computer Science · Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #Handwritten Text Recognition Techniques
- Automating Energy-Efficient GPU Kernel Generation: A Fast Search-Based Compilation Approach
2024/11/28 by Yijia Zhang, Zhihong Gou, Zhang, Yijia +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Advanced Image and Video Retrieval Techniques
- Swin-BERT: A Feature Fusion System designed for Speech-based Alzheimer's Dementia Detection
2024/10/09 by Yilin Pan, Yanpei Shi, Pan, Yilin +5 · 1 citation
Psychology · #Emotion and Mood Recognition
- Pinching Antenna-Assisted ISAC with Waveguide Mode Selection
2026/07/17 by Ruotong Zhao, Yijia Zhang, Shaokang Hu +1
#eess.SP #cs.IT #math.IT