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Co-Exploration of Graph Neural Network and Network-on-Chip Design Using AutoML.

, , , and . ACM Great Lakes Symposium on VLSI, page 175-180. ACM, (2021)

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FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper., , , , , , , , and . ICCAD, page 1-7. IEEE, (2021)A Secure and Efficient Federated Learning Framework for NLP., , , , , , , , , and . EMNLP (1), page 7676-7682. Association for Computational Linguistics, (2021)Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning., , , , , , , and . ISQED, page 142-148. IEEE, (2021)An End-to-end Multi-task Object Detection using Embedded GPU in Autonomous Driving., , , , and . ISQED, page 122-128. IEEE, (2021)PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment., , , , , , , , , and 2 other author(s). DAC, page 1-6. IEEE, (2023)A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining., , , , , , , , , and 1 other author(s). DAC, page 1135-1140. ACM, (2022)Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation., , , , , , and . IJCAI, page 2497-2504. ijcai.org, (2021)Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference., , , and . CoRR, (2024)Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework., , , , , , , , , and 1 other author(s). AAAI, page 4235-4243. AAAI Press, (2018)AutoReP: Automatic ReLU Replacement for Fast Private Network Inference., , , , , , , , , and 4 other author(s). ICCV, page 5155-5165. IEEE, (2023)