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Rongjian Liang
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2020 – today
- 2024
- [c18]Wei Li
, Rongjian Liang
DGR: Differentiable Global Router. DAC 2024: 303:1-303:6 - [c17]Jianfeng Song, Rongjian Liang, Yu Gong, Bo Yuan, Jiang Hu:
DiMO-Sparse: Differentiable Modeling and Optimization of Sparse CNN Dataflow and Hardware Architecture. DATE 2024: 1-6 - [c16]Rongjian Liang
MedPart: A Multi-Level Evolutionary Differentiable Hypergraph Partitioner. ISPD 2024: 3-11 - [c15]Rongjian Liang
GPU/ML-Enhanced Large Scale Global Routing Contest. ISPD 2024: 269-274 - [c14]Yunsheng Bai
Learning to Compare Hardware Designs for High-Level Synthesis. MLCAD 2024: 2:1-2:7 - [c13]Rongjian Liang
ReLS: Retrieval Is Efficient Knowledge Transfer For Logic Synthesis. MLCAD 2024: 8:1-8:7 - [c12]Vidya A. Chhabria, Wenjing Jiang, Andrew B. Kahng, Rongjian Liang, Haoxing Ren, Sachin S. Sapatnekar, Bing-Yue Wu:
OpenROAD and CircuitOps: Infrastructure for ML EDA Research and Education. VTS 2024: 1-4 - [i5]Anthony Agnesina, Rongjian Liang, Geraldo Pradipta, Anand Rajaram, Haoxing Ren:
GOALPlace: Begin with the End in Mind. CoRR abs/2407.04579 (2024) - [i4]Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Rongjian Liang, Weikai Li, Ding Wang, Haoxing Ren, Yizhou Sun, Jason Cong:
Learning to Compare Hardware Designs for High-Level Synthesis. CoRR abs/2409.13138 (2024) - 2023
- [c11]Rongjian Liang
BufFormer: A Generative ML Framework for Scalable Buffering. ASP-DAC 2023: 264-270 - [c10]Rongjian Liang
Late Breaking Results: Test Selection For RTL Coverage By Unsupervised Learning From Fast Functional Simulation. DAC 2023: 1-2 - [c9]Rongjian Liang
Invited Paper: CircuitOps: An ML Infrastructure Enabling Generative AI for VLSI Circuit Optimization. ICCAD 2023: 1-6 - [i3]Mingjie Liu, Teodor-Dumitru Ene, Robert Kirby, Chris Cheng, Nathaniel Ross Pinckney, Rongjian Liang, Jonah Alben, Himyanshu Anand, Sanmitra Banerjee, Ismet Bayraktaroglu, Bonita Bhaskaran, Bryan Catanzaro, Arjun Chaudhuri, Sharon Clay, Bill Dally, Laura Dang, Parikshit Deshpande, Siddhanth Dhodhi, Sameer Halepete, Eric Hill, Jiashang Hu, Sumit Jain, Brucek Khailany, Kishor Kunal, Xiaowei Li, Hao Liu, Stuart F. Oberman, Sujeet Omar, Sreedhar Pratty, Jonathan Raiman, Ambar Sarkar, Zhengjiang Shao, Hanfei Sun, Pratik P. Suthar, Varun Tej, Kaizhe Xu, Haoxing Ren:
ChipNeMo: Domain-Adapted LLMs for Chip Design. CoRR abs/2311.00176 (2023) - 2022
- [j3]Rongjian Liang
Design Rule Violation Prediction at Sub-10-nm Process Nodes Using Customized Convolutional Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3503-3514 (2022) - [j2]Zhiyao Xie
Preplacement Net Length and Timing Estimation by Customized Graph Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4667-4680 (2022) - [c8]Yishuang Lin, Rongjian Liang, Yaguang Li, Hailiang Hu, Jiang Hu:
Mapping Large Scale Finite Element Computing on to Wafer-Scale Engines. ASP-DAC 2022: 147-153 - [c7]Rongjian Liang
A Stochastic Approach to Handle Non-Determinism in Deep Learning-Based Design Rule Violation Predictions. ICCAD 2022: 64:1-64:8 - [c6]Rongjian Liang
Deep Learning Toolkit-Accelerated Analytical Co-Optimization of CNN Hardware and Dataflow. ICCAD 2022: 82:1-82:9 - 2021
- [c5]Zhiyao Xie, Rongjian Liang
Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. ASP-DAC 2021: 671-677 - [c4]Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang
Automatic Routability Predictor Development Using Neural Architecture Search. ICCAD 2021: 1-9 - [c3]Rongjian Liang
FlowTuner: A Multi-Stage EDA Flow Tuner Exploiting Parameter Knowledge Transfer. ICCAD 2021: 1-9 - 2020
- [j1]Zhang Chen, Ziwei Wang, Rongjian Liang
Virtual-joint based motion similarity criteria for human-robot kinematics mapping. Robotics Auton. Syst. 125: 103412 (2020) - [c2]Rongjian Liang
Routing-Free Crosstalk Prediction. ICCAD 2020: 163:1-163:9 - [c1]Rongjian Liang
DRC Hotspot Prediction at Sub-10nm Process Nodes Using Customized Convolutional Network. ISPD 2020: 135-142 - [i2]Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen:
Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. CoRR abs/2011.13522 (2020) - [i1]Jingyu Pan, Chen-Chia Chang, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen:
Automatic Routability Predictor Development Using Neural Architecture Search. CoRR abs/2012.01737 (2020)
Coauthor Index
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