Da-Cheng Juan

Publications by Year

Research Areas

Topic Modeling, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Low-power high-performance VLSI design, Domain Adaptation and Few-Shot Learning

Most-Cited Works

• → Synthesizer: Rethinking Self-Attention in Transformer Models(2020)198 cited
• → DPP-Net: Device-Aware Progressive Search for Pareto-Optimal Neural Architectures(2018)190 cited
• → Remix: Rebalanced Mixup(2020)186 cited
• → MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning(2018)150 cited
• → A2N: Attending to Neighbors for Knowledge Graph Inference(2019)141 cited
• → COCO-GAN: Generation by Parts via Conditional Coordinating(2019)134 cited
• → On the Robustness of Self-Attentive Models(2019)96 cited
• → RARR: Researching and Revising What Language Models Say, Using Language Models(2023)84 cited
• → Sparse Sinkhorn Attention(2020)77 cited
• → NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks(2017)77 cited