Jungwook Choi
Seoul National University of Science and Technology(KR)Chung-Ang University(KR)
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Memory and Neural Computing, Parallel Computing and Optimization Techniques, Adversarial Robustness in Machine Learning, Neural Networks and Applications
Most-Cited Works
- → PACT: Parameterized Clipping Activation for Quantized Neural Networks(2018)719 cited
- → Training Deep Neural Networks with 8-bit Floating Point Numbers(2018)205 cited
- → AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training(2018)134 cited
- Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks(2019)
- Accurate and Efficient 2-bit Quantized Neural Networks(2019)
- → 9.1 A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling(2021)102 cited
- → A Scalable Multi- TeraOPS Deep Learning Processor Core for AI Trainina and Inference(2018)99 cited
- → DLFloat: A 16-b Floating Point Format Designed for Deep Learning Training and Inference