| A survey of machine learning for computer architecture and systems N Wu, Y Xie ACM Computing Surveys (CSUR) 55 (3), 1-39, 2022 | 61 | 2022 |
| Ironman: Gnn-assisted design space exploration in high-level synthesis via reinforcement learning N Wu, Y Xie, C Hao Proceedings of the 2021 on Great Lakes Symposium on VLSI (Best Paper Award …, 2021 | 58 | 2021 |
| High-level synthesis performance prediction using gnns: Benchmarking, modeling, and advancing N Wu, H Yang, Y Xie, P Li, C Hao Proceedings of the 59th ACM/IEEE Design Automation Conference, 49-54, 2022 | 29 | 2022 |
| IronMan-Pro: Multiobjective Design Space Exploration in HLS via Reinforcement Learning and Graph Neural Network-Based Modeling N Wu, Y Xie, C Hao IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 27 | 2022 |
| Unsupervised learning for combinatorial optimization with principled objective relaxation HP Wang, N Wu, H Yang, C Hao, P Li Advances in Neural Information Processing Systems 35, 31444-31458, 2022 | 18 | 2022 |
| Core Placement Optimization for Multi-chip Many-core Neural Network Systems with Reinforcement Learning N Wu, L Deng, G Li, Y Xie ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (2 …, 2020 | 18 | 2020 |
| LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models N Wu, J Lee, Y Xie, C Hao 2022 IEEE 33rd International Conference on Application-specific Systems …, 2022 | 16* | 2022 |
| Gamora: Graph learning based symbolic reasoning for large-scale boolean networks N Wu, Y Li, C Hao, S Dai, C Yu, Y Xie 2023 60th ACM/IEEE Design Automation Conference (DAC'23 Best Paper Award), 1-6, 2023 | 11 | 2023 |
| Phoebe: Reuse-Aware Online Caching with Reinforcement Learning for Emerging Storage Models N Wu, P Li arXiv preprint arXiv:2011.07160, 2020 | 7 | 2020 |
| Memristor hardware-friendly reinforcement learning N Wu, A Vincent, D Strukov, Y Xie arXiv preprint arXiv:2001.06930, 2020 | 5 | 2020 |
| A Real-Time and Energy-Efficient Implementation of Difference-of-Gaussian with Flexible Thin-Film Transistors N Wu, Z Liu, F Qiao, Q Wei, X Guo, Y Xie, H Yang VLSI (ISVLSI), 2016 IEEE Computer Society Annual Symposium on, 2016 | 5 | 2016 |
| Program-to-Circuit: Exploiting GNNs for Program Representation and Circuit Translation N Wu, H He, Y Xie, P Li, C Hao arXiv preprint arXiv:2109.06265, 2021 | 4 | 2021 |
| AI-assisted Synthesis in Next Generation EDA: Promises, Challenges, and Prospects N Wu, Y Xie, C Hao 2022 IEEE 40th International Conference on Computer Design (ICCD), 207-214, 2022 | 3 | 2022 |
| TAXONOMY AND OVERVIEW OF DISTRIBUTED MALFUNCTION DIAGNOSIS IN NETWORKS OF INTELLIGENT NODES B PARHAMI, NAN WU, S TAO THE CSI JOURNAL ON COMPUTER SCIENCE AND ENGINEERING 13 (2), 23-31, 2016 | 2 | 2016 |
| PreAxC: Error Distribution Prediction for Approximate Computing Quality Control using Graph Neural Networks L Sathidevi, A Sharma, N Wu, X Jiao, C Hao 2023 24th International Symposium on Quality Electronic Design (ISQED), 1-7, 2023 | 1 | 2023 |
| Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits N Wu, AF Vincent, D Strukov 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 1 | 2019 |
| Computable flexible electronics: circuits exploring for image filtering accelerator with OTFT Z Liu, N Wu, F Qiao, Q Wei, X Guo, Y Liu, H Yang 2016 7th International Conference on Computer Aided Design for Thin-Film …, 2016 | 1 | 2016 |
| Survey of Machine Learning for Software-assisted Hardware Design Verification: Past, Present, and Prospect N Wu, Y Li, H Yang, H Chen, S Dai, C Hao, C Yu, Y Xie ACM Transactions on Design Automation of Electronic Systems, 2024 | | 2024 |
| Machine Learning Empowered Agile Hardware Design and Design Automation N Wu University of California, Santa Barbara (EDAA Outstanding Dissertation Award), 2023 | | 2023 |
Yuan XieChair Professor of Hong Kong University of Science and Technology (HKUST)Verified email at ust.hk
