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Rongjian Liang
Observed names:
Liang, Rongjian,
Rong-jian Liang
Institution:
Nvidia (United States)
Observed institutions:
Nvidia (United Kingdom),
Nvidia (United States),
Tsinghua Shenzhen International Graduate School,
Texas A&M University,
Tsinghua University
ORCID:
0000-0001-8626-2359
Observed ORCID:
0000-0001-8626-2359
OpenAlex ID:
A5013528664
ChipNeMo: Domain-Adapted LLMs for Chip Design
2023
·
Liu, Mingjie
, Ene, Teodor-Dumitru
, et al.
·
arXiv (Cornell University)
·
361
PDF
DRC Hotspot Prediction at Sub-10nm Process Nodes Using Customized Convolutional Network
2020
·
Rongjian Liang
, Hua Xiang
, et al.
·
International Symposium on Physical Design
·
89
Preplacement Net Length and Timing Estimation by Customized Graph Neural Network
2022
·
Zhiyao Xie
, Rongjian Liang
, et al.
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
48
Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation
2021
·
Zhiyao Xie
, Rongjian Liang
, et al.
·
Asia and South Pacific Design Automation Conference (ASP-DAC)
·
46
PDF
Routing-free crosstalk prediction
2020
·
Rongjian Liang
, Zhiyao Xie
, et al.
·
41
Autonomous Code Evolution Meets NP-Completeness
2025
·
Yu, Cunxi
, Liang, Rongjian
, et al.
·
arXiv (Cornell University)
·
31
PDF
Automatic Routability Predictor Development Using Neural Architecture Search
2021
·
Chen-Chia Chang
, Jingyu Pan
, et al.
·
International Conference on Computer Aided Design
·
28
PDF
FlowTuner: A Multi-Stage EDA Flow Tuner Exploiting Parameter Knowledge Transfer
2021
·
Rongjian Liang
, Jinwook Jung
, et al.
·
International Conference on Computer Aided Design
·
26
Invited Paper: CircuitOps: An ML Infrastructure Enabling Generative AI for VLSI Circuit Optimization
2023
·
Rongjian Liang
, Anthony Agnesina
, et al.
·
25
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
2025
·
Chen, Hongzheng
, Wang, Yingheng
, et al.
·
arXiv (Cornell University)
·
23
PDF
Virtual-joint based motion similarity criteria for human–robot kinematics mapping
2019
·
Zhang Chen
, Ziwei Wang
, et al.
·
Robotics and Autonomous Systems
·
23
INSTA: An Ultra-Fast, Differentiable, Statistical Static Timing Analysis Engine for Industrial Physical Design Applications
2025
·
Yi-Chen Lu
, Zhizheng Guo
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
20
MedPart: A Multi-Level Evolutionary Differentiable Hypergraph Partitioner
2024
·
Rongjian Liang
, Anthony Agnesina
, et al.
·
International Symposium on Physical Design
·
19
PDF
GPU/ML-Enhanced Large Scale Global Routing Contest
2024
·
Rongjian Liang
, Anthony Agnesina
, et al.
·
International Symposium on Physical Design
·
18
PDF
BufFormer: A Generative ML Framework for Scalable Buffering
2023
·
Rongjian Liang
, Siddhartha Nath
, et al.
·
Asia and South Pacific Design Automation Conference (ASP-DAC)
·
18
PDF
DGR: Differentiable Global Router
2024
·
Wei Li
, Rongjian Liang
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
16
OpenROAD and CircuitOps: Infrastructure for ML EDA Research and Education
2024
·
Vidya A. Chhabria
, Wenjing Jiang
, et al.
·
IEEE VLSI Test Symposium (VTS)
·
16
2024 ICCAD CAD Contest Problem C: Scalable Logic Gate Sizing Using ML Techniques and GPU Acceleration
2024
·
Bing-Yue Wu
, Rongjian Liang
, et al.
·
10
PDF
LEGO-Size: LLM-Enhanced GPU-Optimized Signoff-Accurate Differentiable VLSI Gate Sizing in Advanced Nodes
2025
·
Yi-Chen Lu
, Kishor Kunal
, et al.
·
International Symposium on Physical Design
·
9
Design Rule Violation Prediction at Sub-10-nm Process Nodes Using Customized Convolutional Networks
2021
·
Rongjian Liang
, Hua Xiang
, et al.
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
9
A Stochastic Approach to Handle Non-Determinism in Deep Learning-Based Design Rule Violation Predictions
2022
·
Rongjian Liang
, Hua Xiang
, et al.
·
International Conference on Computer Aided Design
·
8
PDF
Invited: ISPD 2025 Performance-Driven Large Scale Global Routing Contest
2025
·
Rongjian Liang
, Anthony Agnesina
, et al.
·
International Symposium on Physical Design
·
7
Late Breaking Results: Test Selection For RTL Coverage By Unsupervised Learning From Fast Functional Simulation
2023
·
Rongjian Liang
, Nathaniel Pinckney
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
7
MapTune: Versatile ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning
2025
·
Mingju Liu
, Daniel Robinson
, et al.
·
ACM Transactions on Design Automation of Electronic Systems
·
6
PDF
Learning to Compare Hardware Designs for High-Level Synthesis
2024
·
Yunsheng Bai
, Atefeh Sohrabizadeh
, et al.
·
ACM/IEEE Workshop on Machine Learning for CAD (MLCAD)
·
6
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Works count:
55
Citation count:
968
H-index:
16
I10-index:
18
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