Zechun Liu
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications, Topic Modeling
Most-Cited Works
- → Single Path One-Shot Neural Architecture Search with Uniform Sampling(2020)685 cited
- → Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm(2018)568 cited
- → MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning(2019)567 cited
- → ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions(2020)346 cited
- → Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning(2021)144 cited
- → Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation(2022)107 cited
- → Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance(2019)102 cited
- → LLM-QAT: Data-Free Quantization Aware Training for Large Language Models(2024)93 cited