Genggeng Liu

According to our database, Genggeng Liu authored at least 86 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LightCapsGNN: light capsule graph neural network for graph classification.

Yucheng Yan, Jin Li, Shuling Xu, Xinlong Chen, Genggeng Liu, Yang-Geng Fu

Knowl. Inf. Syst., October, 2024

A Robust Multilayer X-Architecture Global Routing System Based on Particle Swarm Optimization.

Genggeng Liu, Yuhan Zhu, Zhen Zhuang, Zhenyu Pei, Min Gan, Xing Huang, Wenzhong Guo

IEEE Trans. Syst. Man Cybern. Syst., September, 2024

NR-Router+: Enhanced Non-Regular Electrode Routing With Optimal Pin Selection for Electrowetting-on-Dielectric Chips.

Youlin Pan, Genggeng Liu, Xing Huang, Zipeng Li, Hsin-Chuan Huang, Chi-Chun Liang, Qining Wang, Chang-Jin Kim, Tsung-Yi Ho

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

Timing-Driven Obstacle-Avoiding X-Architecture Steiner Minimum Tree Algorithm With Slack Constraints.

Yuhan Zhu, Genggeng Liu, Ren Lu, Xing Huang, Min Gan, Wenzhong Guo

IEEE Trans. Syst. Man Cybern. Syst., May, 2024

Control-Logic Synthesis of Fully Programmable Valve Array Using Reinforcement Learning.

Xing Huang, Huayang Cai, Wenzhong Guo, Genggeng Liu, Tsung-Yi Ho, Krishnendu Chakrabarty, Ulf Schlichtmann

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2024

Capacity-Aware Wash Optimization with Dynamic Fluid Scheduling and Channel Storage for Continuous-Flow Microfluidic Biochips.

Zhisheng Chen, Xu Hu, Wenzhong Guo, Genggeng Liu, Jiaxuan Wang, Tsung-Yi Ho, Xing Huang

ACM Trans. Design Autom. Electr. Syst., 2024

Physical design for microfluidic biochips considering actual volume management and channel storage.

Genggeng Liu, Zhengyang Chen, Zhisheng Chen, Bowen Liu, Yu Zhang, Xing Huang

Integr., 2024

GMP-Net: Graph based Missing Part Patching Network for Point Cloud Completion.

Min-Ming Huang, Yang-Geng Fu, Genggeng Liu, Longkun Guo, Wanling Liu

Eng. Appl. Artif. Intell., 2024

Timing-Driven High-Level Synthesis for Continuous-Flow Microfluidic Biochips.

Zhengyang Ye, Zhisheng Chen, Youlin Pan, Genggeng Liu, Wenzhong Guo, Tsung-Yi Ho, Xing Huang

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

High-Level Synthesis for Microfluidic Biochips Considering Actual Volume Management and Channel Storage.

Zhengyang Chen, Yuhan Zhu, Zhen Chen, Zhisheng Chen, Genggeng Liu

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Anomaly Detection Method based on Discrete Particle Swarm Optimization for Continuous-Flow Microfluidic Biochips.

Yangjie Wu, Yuhan Zhu, Genggeng Liu, Xing Huang

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Error Recovery Method Based on Deep Reinforcement Learning for Fully Programmable Valve Array Biochips.

Zhenyuan Wu, Yuhan Zhu, Xing Huang, Genggeng Liu

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Washing Optimization Method Based on Deep Reinforcement Learning for Fully Programmable Valve Array Biochips.

Junqian Huang, Yuhan Zhu, Xing Huang, Genggeng Liu

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Towards Automated Testing of Multiplexers in Fully Programmable Valve Array Biochips.

Genggeng Liu, Yuqin Zeng, Yuhan Zhu, Huayang Cai, Wenzhong Guo, Zipeng Li, Tsung-Yi Ho, Xing Huang

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

Adaptive Control-Logic Routing for Fully Programmable Valve Array Biochips Using Deep Reinforcement Learning.

Huayang Cai, Genggeng Liu, Wenzhong Guo, Zipeng Li, Tsung-Yi Ho, Xing Huang

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

Subspace segmentation based co-evolutionary algorithm for balancing convergence and diversity in many-objective optimization.

Genggeng Liu, Zhenyu Pei, Nengxian Liu, Ye Tian

Swarm Evol. Comput., December, 2023

An Enhanced Food Digestion Algorithm for Mobile Sensor Localization.

Shu-Chuan Chu, Zhi-Yuan Shao, Ning Zhong, Genggeng Liu, Jeng-Shyang Pan

Sensors, September, 2023

Robust weighted co-clustering with global and local discrimination.

Zhoumin Lu, Shiping Wang, Genggeng Liu, Feiping Nie

Pattern Recognit., June, 2023

Application Mapping and Control-system Design for Microfluidic Biochips with Distributed Channel Storage.

Zhisheng Chen, Wenzhong Guo, Genggeng Liu, Xing Huang

ACM Trans. Design Autom. Electr. Syst., March, 2023

CNN-VAE: An intelligent text representation algorithm.

Saijuan Xu, Canyang Guo, Yuhan Zhu, Genggeng Liu, Neal Xiong

J. Supercomput., 2023

Design and Implementation of Virtual Reality Experiment Project of Integrated Circuit Routing Algorithm.

Zeping Lu, Genggeng Liu, Fuling Ye, Wenzhong Guo

Proceedings of the Computer Science and Education. Teaching and Curriculum, 2023

Fault-Tolerance-Oriented Physical Design for Fully Programmable Valve Array Biochips.

Genggeng Liu, Yuhan Zhu, Wenzhong Guo, Xing Huang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Slew-Driven Layer Assignment for Advanced Non-default-rule Wires.

Ren Lu, Wei Zhang, Lieqiu Jiang, Genggeng Liu

Proceedings of the Web Information Systems and Applications, 2023

2022

Two-Stage Competitive Particle Swarm Optimization Based Timing-Driven X-Routing for IC Design Under Smart Manufacturing.

Genggeng Liu, Ruping Zhou, Saijuan Xu, Yuhan Zhu, Wenzhong Guo, Yeh-Cheng Chen, Guolong Chen

ACM Trans. Manag. Inf. Syst., December, 2022

Performance-Driven X-Architecture Routing Algorithm for Artificial Intelligence Chip Design in Smart Manufacturing.

Genggeng Liu, Yuhan Zhu, Saijuan Xu, Hao Tang, Yeh-Cheng Chen

ACM Trans. Manag. Inf. Syst., December, 2022

ML-KELM: A Kernel Extreme Learning Machine Scheme for Multi-Label Classification of Real Time Data Stream in SIoT.

Fangfang Luo, Genggeng Liu, Wenzhong Guo, Guolong Chen, Naixue Xiong

IEEE Trans. Netw. Sci. Eng., 2022

A high-quality global routing algorithm based on hybrid topology optimization and heuristic search for data processing in MEC.

Saijuan Xu, Ling Wei, Genggeng Liu, Yeh-Cheng Chen, Guolong Chen

J. Supercomput., 2022

Functional motion detection based on artificial intelligence.

Lingfeng Huang, Genggeng Liu

J. Supercomput., 2022

Timing-Aware Layer Assignment for Advanced Process Technologies Considering via Pillars.

Genggeng Liu, Xinghai Zhang, Wenzhong Guo, Xing Huang, Wen-Hao Liu, Kai-Yuan Chao, Ting-Chi Wang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

MiniControl 2.0: Co-Synthesis of Flow and Control Layers for Microfluidic Biochips With Strictly Constrained Control Ports.

Xing Huang, Tsung-Yi Ho, Zepeng Li, Genggeng Liu, Lu Wang, Qingshan Li, Wenzhong Guo, Bing Li, Ulf Schlichtmann

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Design automation for continuous-flow microfluidic biochips: A comprehensive review.

Genggeng Liu, Hongbin Huang, Zhisheng Chen, Hongxing Lin, Hui Liu, Xing Huang, Wenzhong Guo

Integr., 2022

Machine learning and deep learning methods for wireless network applications.

Abel C. H. Chen, Wen-Kang Jia, Feng-Jang Hwang, Genggeng Liu, Fangying Song, Lianrong Pu

EURASIP J. Wirel. Commun. Netw., 2022

A pre-signed response method based on online certificate status protocol request prediction.

Chi-Hua Chen, Genggeng Liu, Yu-Chih Wei, Zuoyong Li, Bon-Yeh Lin

Enterp. Inf. Syst., 2022

Unsupervised Denoising Feature Learning for Classification of Corrupted Images.

Genggeng Liu, Qihao Lin, Neal Naixue Xiong, Xin Wang

Big Data Res., 2022

PSO-based Power-Driven X-Routing Algorithm in semiconductor design for predictive intelligence of IoT applications.

Genggeng Liu, Yuhan Zhu, Saijuan Xu, Yeh-Cheng Chen, Hao Tang

Appl. Soft Comput., 2022

SPTA: A Scalable Parallel ILP-Based Track Assignment Algorithm with Two-Stage Partition.

Yidan Jing, Liliang Yang, Zhen Zhuang, Genggeng Liu, Xing Huang, Wen-Hao Liu, Ting-Chi Wang

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

LA-SVR: A High-Performance Layer Assignment Algorithm with Slew Violations Reduction.

Lieqiu Jiang, Zepeng Li, Chenpeng Bao, Genggeng Liu, Xing Huang, Wen-Hao Liu, Ting-Chi Wang

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

TRADER: A Practical Track-Assignment-Based Detailed Router.

Zhen Zhuang, Genggeng Liu, Tsung-Yi Ho, Bei Yu, Wenzhong Guo

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Using Bayesian network technology to predict the semiconductor manufacturing yield rate in IoT.

Xiaodong Fang, Chan Chang, Genggeng Liu

J. Supercomput., 2021

X-architecture Steiner minimal tree algorithm based on multi-strategy optimization discrete differential evolution.

Genggeng Liu, Liliang Yang, Saijuan Xu, Zuoyong Li, Yeh-Cheng Chen, Chi-Hua Chen

PeerJ Comput. Sci., 2021

Construction of EBRB classifier for imbalanced data based on Fuzzy C-Means clustering.

Yang-Geng Fu, Jifeng Ye, Zefeng Yin, Longjiang Chen, Ying-Ming Wang, Genggeng Liu

Knowl. Based Syst., 2021

Elucidating transcriptomic profiles from single-cell RNA sequencing data using nature-inspired compressed sensing.

Zhuohan Yu, Chuang Bian, Genggeng Liu, Shixiong Zhang, Ka-Chun Wong, Xiangtao Li

Briefings Bioinform., 2021

Social learning discrete Particle Swarm Optimization based two-stage X-routing for IC design under Intelligent Edge Computing architecture.

Genggeng Liu, Xiaohua Chen, Ruping Zhou, Saijuan Xu, Yeh-Cheng Chen, Guolong Chen

Appl. Soft Comput., 2021

Belief-Rule-Base Inference Method Based on Gradient Descent With Momentum.

Yu Guan, Yanggeng Fu, Longjiang Chen, Genggeng Liu, Lan Sun

IEEE Access, 2021

Timing-Driven X-architecture Steiner Minimum Tree Construction Based on Social Learning Multi-Objective Particle Swarm Optimization.

Xiaohua Chen, Ruping Zhou, Genggeng Liu, Zhen Chen, Wenzhong Guo

Proceedings of the Companion of The Web Conference 2021, 2021

An optimized 3D Astar algorithm for multi-layer PCB automatic routing.

Haiyun Li, Ning Xu, Genggeng Liu, Jixin Zhang

Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2021

ALIFRouter: A Practical Architecture-Level Inter-FPGA Router for Logic Verification.

Zhen Zhuang, Xing Huang, Genggeng Liu, Wenzhong Guo, Weikang Qian, Wen-Hao Liu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

An X-Architecture SMT Algorithm Based on Competitive Swarm Optimizer.

Ruping Zhou, Genggeng Liu, Wenzhong Guo, Xin Wang

Proceedings of the Web Information Systems and Applications, 2021

Rule Reduction for EBRB Classification Based on Clustering.

Longjiang Chen, Yanggeng Fu, Nannan Chen, Jifeng Ye, Genggeng Liu

Proceedings of the Web Information Systems and Applications, 2021

2020

Air Pollution Concentration Forecast Method Based on the Deep Ensemble Neural Network.

Canyang Guo, Genggeng Liu, Chi-Hua Chen

Wirel. Commun. Mob. Comput., 2020

A unified algorithm based on HTS and self-adapting PSO for the construction of octagonal and rectilinear SMT.

Genggeng Liu, Zhisheng Chen, Zhen Zhuang, Wenzhong Guo, Guolong Chen

Soft Comput., 2020

Sparse neighbor constrained co-clustering via category consistency learning.

Zhoumin Lu, Genggeng Liu, Shiping Wang

Knowl. Based Syst., 2020

Unsupervised Text Feature Learning via Deep Variational Auto-encoder.

Genggeng Liu, Lin Xie, Chi-Hua Chen

Inf. Technol. Control., 2020

Structured learning for unsupervised feature selection with high-order matrix factorization.

Shiping Wang, Jiawei Chen, Wenzhong Guo, Genggeng Liu

Expert Syst. Appl., 2020

An Intelligent CNN-VAE Text Representation Technology Based on Text Semantics for Comprehensive Big Data.

Genggeng Liu, Canyang Guo, Lin Xie, Wenxi Liu, Naixue Xiong, Guolong Chen

CoRR, 2020

A Survey on Steiner Tree Construction and Global Routing for VLSI Design.

Hao Tang, Genggeng Liu, Xiaohua Chen, Naixue Xiong

IEEE Access, 2020

Single Image Super-Resolution: From Discrete to Continuous Scale Without Retraining.

Yuzhen Niu, Hanmei Weng, Jiaqi Lin, Genggeng Liu

IEEE Access, 2020

An Unsupervised PM2.5 Estimation Method With Different Spatio-Temporal Resolutions Based on KIDW-TCGRU.

Canyang Guo, Genggeng Liu, Lingjuan Lyu, Chi-Hua Chen

IEEE Access, 2020

Construction and Reasoning Approach of Belief Rule-Base for Classification Base on Decision Tree.

Yanggeng Fu, Zefeng Yin, Manna Su, Yingjie Wu, Genggeng Liu

IEEE Access, 2020

A Balance Adjusting Approach of Extended Belief-Rule-Based System for Imbalanced Classification Problem.

Weijie Fang, Xiaoting Gong, Genggeng Liu, Yingjie Wu, Yanggeng Fu

IEEE Access, 2020

A Survey of Swarm Intelligence Techniques in VLSI Routing Problems.

Xiaohua Chen, Genggeng Liu, Naixue Xiong, Yaru Su, Guolong Chen

IEEE Access, 2020

MiniDeviation: An Efficient Multi-Stage Bus-Aware Global Router.

Weida Zhu, Xinghai Zhang, Genggeng Liu, Wenzhong Guo, Ting-Chi Wang

Proceedings of the 2020 International Symposium on VLSI Design, Automation and Test, 2020

MSFRoute: Multi-Stage FPGA Routing for Timing Division Multiplexing Technique.

Zhen Zhuang, Genggeng Liu, Xing Huang, Xiaotao Jia, Wen-Hao Liu, Wenzhong Guo

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

MiniDelay: Multi-Strategy Timing-Aware Layer Assignment for Advanced Technology Nodes.

Xinghai Zhang, Zhen Zhuang, Genggeng Liu, Xing Huang, Wen-Hao Liu, Wenzhong Guo, Ting-Chi Wang

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

A Text Representation Model Based on Convolutional Neural Network and Variational Auto Encoder.

Canyang Guo, Lin Xie, Genggeng Liu, Xin Wang

Proceedings of the Web Information Systems and Applications, 2020

SLPSO-Based X-Architecture Steiner Minimum Tree Construction.

Xiaohua Chen, Ruping Zhou, Genggeng Liu, Xin Wang

Proceedings of the Web Information Systems and Applications, 2020

2019

Extraversion Measure for Crowd Trajectories.

Wenxi Liu, Chun-Yang Zhang, Genggeng Liu, Yaru Su, Neil N. Xiong

IEEE Trans. Ind. Informatics, 2019

Nonconvex Low Tubal Rank Tensor Minimization.

Yaru Su, Xiaohui Wu, Genggeng Liu

IEEE Access, 2019

A Survey of Object Co-Segmentation.

Zhoumin Lu, Haiping Xu, Genggeng Liu

IEEE Access, 2019

Deep variational auto-encoder for text classification.

Lin Xie, Genggeng Liu, Hongfei Lian

Proceedings of the IEEE International Conference on Industrial Cyber Physical Systems, 2019

X-Architecture Steiner Minimal Tree Construction Based on Discrete Differential Evolution.

Hailin Wu, Saijuan Xu, Zhen Zhuang, Genggeng Liu

Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

A Mobile Positioning Method Based on Integrated Heterogeneous Networks for Commercial Vehicle Operation System.

Genggeng Liu, Canyang Guo, Chi-Hua Chen, Wenzhong Guo, Feng-Jang Hwang

Proceedings of the IEEE International Conference on Industrial Internet, 2019

RDTA: An Efficient Routability-Driven Track Assignment Algorithm.

Genggeng Liu, Zhen Zhuang, Wenzhong Guo, Ting-Chi Wang

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

The Air Quality Prediction Based on a Convolutional LSTM Network.

Canyang Guo, Wenzhong Guo, Chi-Hua Chen, Xin Wang, Genggeng Liu

Proceedings of the Web Information Systems and Applications, 2019

2018

一种云环境下的主机负载预测方法 (Workload Forecasting Method in Cloud).

Wei Jiang, Yuzhong Chen, Qicheng Huang, Zhanghui Liu, Genggeng Liu

计算机科学, 2018

A novel particle swarm optimizer with multi-stage transformation and genetic operation for VLSI routing.

Genggeng Liu, Zhen Zhuang, Wenzhong Guo, Naixue Xiong, Guolong Chen

CoRR, 2018

Promotion of cooperation based on swarm intelligence in spatial public goods games.

Ya-Shan Chen, Han-Xin Yang, Wenzhong Guo, Genggeng Liu

Appl. Math. Comput., 2018

2017

MLXR: multi-layer obstacle-avoiding X-architecture Steiner tree construction for VLSI routing.

Xing Huang, Wenzhong Guo, Genggeng Liu, Guolong Chen

Sci. China Inf. Sci., 2017

2016

FH-OAOS: A Fast Four-Step Heuristic for Obstacle-Avoiding Octilinear Steiner Tree Construction.

Xing Huang, Wenzhong Guo, Genggeng Liu, Guolong Chen

ACM Trans. Design Autom. Electr. Syst., 2016

2015

Obstacle-Avoiding Algorithm in X-Architecture Based on Discrete Particle Swarm Optimization for VLSI Design.

Xing Huang, Genggeng Liu, Wenzhong Guo, Yuzhen Niu, Guolong Chen

ACM Trans. Design Autom. Electr. Syst., 2015

Multilayer Obstacle-Avoiding X-Architecture Steiner Minimal Tree Construction Based on Particle Swarm Optimization.

Genggeng Liu, Xing Huang, Wenzhong Guo, Yuzhen Niu, Guolong Chen

IEEE Trans. Cybern., 2015

A PSO-based timing-driven Octilinear Steiner tree algorithm for VLSI routing considering bend reduction.

Genggeng Liu, Wenzhong Guo, Yuzhen Niu, Guolong Chen, Xing Huang

Soft Comput., 2015

XGRouter: high-quality global router in X-architecture with particle swarm optimization.

Genggeng Liu, Wenzhong Guo, Rongrong Li, Yuzhen Niu, Guolong Chen

Frontiers Comput. Sci., 2015

2014

A hybrid multi-objective PSO algorithm with local search strategy for VLSI partitioning.

Wenzhong Guo, Genggeng Liu, Guolong Chen, Shaojun Peng

Frontiers Comput. Sci., 2014

2013

Obstacle-Avoiding Octagonal Steiner Tree construction based on Particle Swarm Optimization.

Xing Huang, Genggeng Liu, Wenzhong Guo, Guolong Chen

Proceedings of the Ninth International Conference on Natural Computation, 2013

2011

DPSO-based Rectilinear Steiner Minimal Tree construction considering bend reduction.

Genggeng Liu, Guolong Chen, Wenzhong Guo, Zhen Chen

Proceedings of the Seventh International Conference on Natural Computation, 2011