| DRC hotspot prediction at sub-10nm process nodes using customized convolutional network R Liang, H Xiang, D Pandey, L Reddy, S Ramji, GJ Nam, J Hu Proceedings of the 2020 International Symposium on Physical Design, 135-142, 2020 | 73 | 2020 |
| Net2: A graph attention network method customized for pre-placement net length estimation Z Xie, R Liang, X Xu, J Hu, Y Duan, Y Chen Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 39 | 2021 |
| Routing-free crosstalk prediction R Liang, Z Xie, J Jung, V Chauha, Y Chen, J Hu, H Xiang, GJ Nam Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 36 | 2020 |
| Virtual-joint based motion similarity criteria for human–robot kinematics mapping Z Chen, Z Wang, R Liang, B Liang, T Zhang Robotics and Autonomous Systems 125, 103412, 2020 | 22 | 2020 |
| Chipnemo: Domain-adapted llms for chip design M Liu, TD Ene, R Kirby, C Cheng, N Pinckney, R Liang, J Alben, H Anand, ... arXiv preprint arXiv:2311.00176, 2023 | 20 | 2023 |
| Automatic routability predictor development using neural architecture search CC Chang, J Pan, T Zhang, Z Xie, J Hu, W Qi, CW Lin, R Liang, J Mitra, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 19 | 2021 |
| Preplacement net length and timing estimation by customized graph neural network Z Xie, R Liang, X Xu, J Hu, CC Chang, J Pan, Y Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 16 | 2022 |
| FlowTuner: A multi-stage EDA flow tuner exploiting parameter knowledge transfer R Liang, J Jung, H Xiang, L Reddy, A Lvov, J Hu, GJ Nam 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 6 | 2021 |
| Bufformer: A generative ml framework for scalable buffering R Liang, S Nath, A Rajaram, J Hu, H Ren Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 5 | 2023 |
| A stochastic approach to handle non-determinism in deep learning-based design rule violation predictions R Liang, H Xiang, J Jung, J Hu, GJ Nam Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 5 | 2022 |
| Fast and intuitive kinematics mapping for human-robot motion imitating: A virtual-joint-based approach Z Wang, R Liang, Z Chen, B Liang IFAC-PapersOnLine 53 (2), 10011-10018, 2020 | 5 | 2020 |
| CircuitOps: An ML Infrastructure Enabling Generative AI for VLSI Circuit Optimization R Liang, A Agnesina, G Pradipta, VA Chhabria, H Ren 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-6, 2023 | 4 | 2023 |
| Design Rule Violation Prediction at Sub-10-nm Process Nodes Using Customized Convolutional Networks R Liang, H Xiang, D Pandey, LN Reddy, S Ramji, GJ Nam, J Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 4 | 2021 |
| Deep learning for routability Z Xie, J Pan, CC Chang, R Liang, EC Barboza, Y Chen Machine learning applications in electronic design automation, 35-61, 2022 | 2 | 2022 |
| A small-sized locating message for cooperative localization under communication constraint L Wang, T Zhang, R Liang International Journal of Advanced Robotic Systems 13 (2), 78, 2016 | 2 | 2016 |
| Late Breaking Results: Test Selection For RTL Coverage By Unsupervised Learning From Fast Functional Simulation R Liang, N Pinckney, Y Chai, H Ren, B Khailany 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-2, 2023 | 1 | 2023 |
| Deep learning toolkit-accelerated analytical co-optimization of CNN hardware and dataflow R Liang, J Song, Y Bo, J Hu Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 1 | 2022 |
| Mapping Large Scale Finite Element Computing on to Wafer-Scale Engines Y Lin, R Liang, Y Li, H Hu, J Hu 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 147-153, 2022 | 1 | 2022 |
| Review on application of control algorithms to power regulations of reactor cores G Li, X Wang, B Liang, X Li, R Liang ITM Web of Conferences 7, 05002, 2016 | 1 | 2016 |
| Review of brain computer interface components and corresponding research topics K Wang, X Wang, B Liang, G Li, R Liang International Conference on Education, Management, Computer and Society …, 2016 | 1 | 2016 |
