NTU ECLab

研究成果 Publications

Conference Papers

[ASP-DAC'25] In-Storage Read-Centric Seed Location Filtering Using 3D-NAND Flash for Genome Sequence Analysis
[MICRO'24] PointCIM: A Computing-in-Memory Architecture for Accelerating Deep Point Cloud Analytics
[DAC'23] Unified Agile Accuracy Assessment in Computing-in-Memory Neural Accelerators by Layerwise Dynamical Isometry
[HPCA'23] Tensor Movement Orchestration In Multi-GPU Training Systems
[ASP-DAC'22] This is SPATEM! A Spatial-Temporal Optimization Framework for Efficient Inference on ReRAM-based CNN Accelerator
[ASP-DAC'22] PUMP: Profiling-free Unified Memory Prefetcher for Large DNN Model Support
[NVMSA'22] Efficient and Atomic-Durable Persistent Memory through In-PM Hybrid Logging
[HPCA'22] Efficient Bad Block Management with Cluster Similarity
[IRPS'21] Robust Brain-Inspired Computing: On the Reliability of Spiking Neural Network Using Emerging Non-Volatile Synapses
[ISPASS'21] Analyzing the Interplay Between Random Shuffling and Storage Devices for Efficient Machine Learning
[ICIP'19] Iotbench: A Benchmark Suite for Intelligent Internet of Things Edge Devices
[ISCA'19] Sparse ReRAM engine: joint exploration of activation and weight sparsity in compressed neural networks
[ICCAD'18] DL-RSIM: a simulation framework to enable reliable ReRAM-based accelerators for deep learning
[DAC'18] Active Forwarding: Eliminate IOMMU Address Translation for Accelerator-Rich Architectures
[ASP-DAC'17] Enabling Fast Preemption via Dual-Kernel Support on GPUs
[DAC'16] Latency Sensitivity-Based Cache Partitioning for Heterogeneous Multi-core Architecture
[ISPLED'15] Fine-grained Write Scheduling for PCM Performance Improvement under Write Power Budget
[ISLPED'09] PPT: Joint Performance/Power/Thermal Management of DRAM Memory for Multi-Core Systems
[ICCAD'09] Thermal Modeling for 3D-ICs with Integrated Microchannel Cooling
[VLSI-DAT'09] Content-Aware Energy Prediction for Video Streaming in Mobile Devices

Journal Papers

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