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Resource-Efficient and Convergence-Preserving DNN Training Parallelism Techniques File

Yun, Gyeongchan

Thesis Issue Date2025-08 View258

Reliable Input Attribution through Path Modeling in Model Structure and Input Space File

Thesis Issue Date2025-08 View37

Approximation Algorithms in Hyperbolic Spaces with Constant Additive Error File File

Thesis Issue Date2025-02 View231

Learning to Achieve Goals via Curriculum and Hierarchical Reinforcement Learning File File

Thesis Issue Date2024-08 View158

Heterogeneity-aware resource management techniques for data-intensive applications File File

Han, Myeonggyun

Thesis Issue Date2024-02 View205

Understanding Latency-Guaranteed Networking and Its Implication in Cellular Networks File

Thesis Issue Date2023-02 View106

Enabling Deep Neural Network Inferences on Resource-constraint Devices File File

Thesis Issue Date2023-02 View90

Measuring the Contribution of the Input to the Prediction of the Deep Neural Network by Exploring the Input Space File File

Thesis Issue Date2023-02 View155

Improving the Performance of Big Data Analytics Platforms by Task and I/O Granularity Adjustment File File

Thesis Issue Date2023-02 View142

Improving Robot Team's performance by Passing Objects between Robots File File

Thesis Issue Date2022-08 View131

Geometric Optimization Problem Solving: Matching Sets of Line Segments and Multi-robot Path Planning File File

Thesis Issue Date2022-08 View143

System Software Techniques Leveraging Emerging Hardware for High-Performance, Efficient, and Fairness-Aware Computing File File

Thesis Issue Date2022-08 View111

Anomaly Detection with High-Dimensional Complex Data File File

Thesis Issue Date2022-08 View141

Secure Fully Homomorphic Authenticated Encryption File File

Thesis Issue Date2022-02 View88

Towards Self-Supervised Learning for Image Restoration File File

Thesis Issue Date2022-02 View102

Interactive and Intelligent Visualization of 3D Biomedical Image Data for Comparative Analysis File File

Thesis Issue Date2022-02 View76

On the Economics Effects of CDN Interconnections for Content Delivery File File

Thesis Issue Date2022-02 View110

Empowering Storage Systems with Lightweight Critical Path via Persistent Memory File File

Thesis Issue Date2021-08 View94

Efficient Distributed DNN Training through Resource-Aware Hybrid Parallelism File File

Thesis Issue Date2021-08 View94

IO Optimization Techniques for Disk-based Graph Engines File File

Thesis Issue Date2021-08 View135

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