Personal information

Activities

Employment (1)

Fuzhou University: Fuzhou, Fujian, CN

2023-09-01 to present | Professor (College of Computer and Data Science)
Employment
Source: Self-asserted source
Genggeng Liu

Education and qualifications (2)

Fuzhou University: Fuzhou, Fujian, CN

2011-09-01 to 2015-03-31 | PhD (College of Mathematics and Computer Sciences)
Education
Source: Self-asserted source
Genggeng Liu

Fuzhou University: Fuzhou, Fujian, CN

2005-09-01 to 2009-06-30 | B.S. (College of Mathematics and Computer Sciences)
Education
Source: Self-asserted source
Genggeng Liu

Works (50 of 60)

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Page 1 of 2

FTCD: Fault-Tolerant Co-Design of Flow and Control Layers for Fully Programmable Valve Array Biochips

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2025 | Journal article
Contributors: Yuhan Zhu; Genggeng Liu; Wenzhong Guo; Xing Huang
Source: check_circle
Crossref

SPTA 2.0: Enhanced Scalable Parallel Track Assignment Algorithm with Two-Stage Partition Considering Timing Delay

ACM Transactions on Design Automation of Electronic Systems
2025-03-31 | Journal article
Contributors: Huayang Cai; Pengcheng Huang; Genggeng Liu; Xing Huang; Yidan Jing; Wenhao Liu; Ting-Chi Wang
Source: check_circle
Crossref

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

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2024 | Journal article
Contributors: Genggeng Liu; Yuhan Zhu; Zhen Zhuang; Zhenyu Pei; Min Gan; Xing Huang; Wenzhong Guo
Source: check_circle
Crossref

A Unified Deep Reinforcement Learning Approach for Constructing Rectilinear and Octilinear Steiner Minimum Tree

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024 | Journal article
Contributors: Zhenkun Lin; Genggeng Liu; Xing Huang; Yibo Lin; Jixin Zhang; Wen-Hao Liu; Ting-Chi Wang
Source: check_circle
Crossref

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

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024 | Journal article
Contributors: Youlin Pan; Genggeng Liu; Xing Huang; Zipeng Li; Hsin-Chuan Huang; Chi-Chun Liang; Qining Wang; Chang-Jin Kim; Tsung-Yi Ho
Source: check_circle
Crossref

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

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2024 | Journal article
Contributors: Yuhan Zhu; Genggeng Liu; Ren Lu; Xing Huang; Min Gan; Wenzhong Guo
Source: check_circle
Crossref

RETRACTED ARTICLE: Efficient VLSI routing algorithm employing novel discrete PSO and multi-stage transformation

Journal of Ambient Intelligence and Humanized Computing
2024-12 | Journal article
Contributors: Genggeng Liu; Weida Zhu; Saijuan Xu; Zhen Zhuang; Yeh-Cheng Chen; Guolong Chen
Source: check_circle
Crossref

SLDPSO-TA: Track Assignment Algorithm Based on Social Learning Discrete Particle Swarm Optimization

Electronics
2024-11-20 | Journal article
Contributors: Huayang Cai; Ruping Zhou; Pengcheng Huang; Yidan Jing; Genggeng Liu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Integration
2024-09 | Journal article
Contributors: Genggeng Liu; Zhengyang Chen; Zhisheng Chen; Bowen Liu; Yu Zhang; Xing Huang
Source: check_circle
Crossref

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

ACM Transactions on Design Automation of Electronic Systems
2024-07-31 | Journal article
Contributors: Zhisheng Chen; Xu Hu; Wenzhong Guo; Genggeng Liu; Jiaxuan Wang; Tsungyi Ho; Xing Huang
Source: check_circle
Crossref

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

2024-06-12 | Conference paper
Contributors: Yangjie Wu; Yuhan Zhu; Genggeng Liu; Xing Huang
Source: check_circle
Crossref

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

2024-06-12 | Conference paper
Contributors: Zhenyuan Wu; Yuhan Zhu; Xing Huang; Genggeng Liu
Source: check_circle
Crossref

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

2024-06-12 | Conference paper
Contributors: Junqian Huang; Yuhan Zhu; Xing Huang; Genggeng Liu
Source: check_circle
Crossref

A Multi-Objective Sine Cosine Algorithm Based on a Competitive Mechanism and Its Application in Engineering Design Problems

Biomimetics
2024-02-15 | Journal article
Contributors: Nengxian Liu; Jeng-Shyang Pan; Genggeng Liu; Mingjian Fu; Yanyan Kong; Pei Hu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024-01 | Journal article
Contributors: Xing Huang; Huayang Cai; Wenzhong Guo; Genggeng Liu; Tsung-Yi Ho; Krishnendu Chakrabarty; Ulf Schlichtmann
Source: check_circle
Crossref

An Enhanced Food Digestion Algorithm for Mobile Sensor Localization

Sensors
2023-08-29 | Journal article
Contributors: Shu-Chuan Chu; Zhi-Yuan Shao; Ning Zhong; Geng-Geng Liu; Jeng-Shyang Pan
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Robust weighted co-clustering with global and local discrimination

Pattern Recognition
2023-06 | Journal article
Contributors: Zhoumin Lu; Shiping Wang; Genggeng Liu; Feiping Nie
Source: check_circle
Crossref

An Enhanced Deep Reinforcement Learning-Based Global Router for VLSI Design

Wireless Communications and Mobile Computing
2023-05-05 | Journal article
Contributors: Saijuan Xu; Liliang Yang; Genggeng Liu; Kaize Shi
Source: check_circle
Crossref

SLDPSO-TA: Track Assignment Based on Social Learning Discrete Particle Swarm Optimization

2023-04-05 | Preprint
Contributors: Genggeng Liu; Yidan Jing; Ruping Zhou; Xiaohua Chen; Jeng-Shyang Pan
Source: check_circle
Crossref

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

ACM Transactions on Design Automation of Electronic Systems
2023-03-31 | Journal article
Contributors: Zhisheng Chen; Wenzhong Guo; Genggeng Liu; Xing Huang
Source: check_circle
Crossref

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

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2022-12 | Journal article
Contributors: Xing Huang; Tsung-Yi Ho; Zepeng Li; Genggeng Liu; Lu Wang; Qingshan Li; Wenzhong Guo; Bing Li; Ulf Schlichtmann
Source: check_circle
Crossref

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

ACM Transactions on Management Information Systems
2022-12-31 | Journal article
Contributors: Genggeng Liu; Yuhan Zhu; Saijuan Xu; Hao Tang; Yeh-Cheng Chen
Source: check_circle
Crossref

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

ACM Transactions on Management Information Systems
2022-12-31 | Journal article
Contributors: Genggeng Liu; Ruping Zhou; Saijuan Xu; Yuhan Zhu; Wenzhong Guo; Yeh-Cheng Chen; Guolong Chen
Source: check_circle
Crossref

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

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2022-06 | Journal article
Contributors: Genggeng Liu; Xinghai Zhang; Wenzhong Guo; Xing Huang; Wen-Hao Liu; Kai-Yuan Chao; Ting-Chi Wang
Source: check_circle
Crossref

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

IEEE Transactions on Network Science and Engineering
2022-05-01 | Journal article
Contributors: Fangfang Luo; Genggeng Liu; Wenzhong Guo; Guolong Chen; Naixue Xiong
Source: check_circle
Crossref

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

The Journal of Supercomputing
2022-04 | Journal article
Contributors: Saijuan Xu; Ling Wei; Genggeng Liu; Yeh-Cheng Chen; Guolong Chen
Source: check_circle
Crossref

Unsupervised Denoising Feature Learning for Classification of Corrupted Images

Big Data Research
2022-02 | Journal article
Contributors: Genggeng Liu; Qihao Lin; Neal Naixue Xiong; Xin Wang
Source: check_circle
Crossref

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

Integration
2022-01 | Journal article
Contributors: Genggeng Liu; Hongbin Huang; Zhisheng Chen; Hongxing Lin; Hui Liu; Xing Huang; Wenzhong Guo
Source: check_circle
Crossref

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

IEEE Access
2021 | Journal article
Contributors: Yu Guan; Yanggeng Fu; Longjiang Chen; Genggeng Liu; Lan Sun
Source: check_circle
Crossref

Rule Reduction for EBRB Classification Based on Clustering

2021 | Book chapter
Contributors: Longjiang Chen; Yanggeng Fu; Nannan Chen; Jifeng Ye; Genggeng Liu
Source: check_circle
Crossref

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

IEEE Access
2020 | Journal article
Contributors: Weijie Fang; Xiaoting Gong; Genggeng Liu; Yingjie Wu; Yanggeng Fu
Source: check_circle
Crossref

A Survey of Swarm Intelligence Techniques in VLSI Routing Problems

IEEE Access
2020 | Journal article
Contributors: Xiaohua Chen; Genggeng Liu; Naixue Xiong; Yaru Su; Guolong Chen
Source: check_circle
Crossref

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

IEEE Access
2020 | Journal article
Contributors: Hao Tang; Genggeng Liu; Xiaohua Chen; Naixue Xiong
Source: check_circle
Crossref

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

IEEE Access
2020 | Journal article
Contributors: Canyang Guo; Genggeng Liu; Lingjuan Lyu; Chi-Hua Chen
Source: check_circle
Crossref

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

IEEE Access
2020 | Journal article
Contributors: Yanggeng Fu; Zefeng Yin; Manna Su; Yingjie Wu; Genggeng Liu
Source: check_circle
Crossref

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

IEEE Access
2020 | Journal article
Contributors: Yuzhen Niu; Hanmei Weng; Jiaqi Lin; Genggeng Liu
Source: check_circle
Crossref

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

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery
2020 | Book chapter
Part of ISBN: 9783030324551
Part of ISBN: 9783030324568
Part of ISSN: 2194-5357
Part of ISSN: 2194-5365
Source: Self-asserted source
Genggeng Liu

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

Wireless Communications and Mobile Computing
2020-10-05 | Journal article
Contributors: Canyang Guo; Genggeng Liu; Chi-Hua Chen
Source: check_circle
Crossref

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

Soft Computing
2020-03 | Journal article
Part of ISSN: 1432-7643
Part of ISSN: 1433-7479
Source: Self-asserted source
Genggeng Liu

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

Expert Systems with Applications
2020-02 | Journal article
Part of ISSN: 0957-4174
Source: Self-asserted source
Genggeng Liu

A Survey of Object Co-Segmentation

IEEE Access
2019 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Genggeng Liu

Nonconvex Low Tubal Rank Tensor Minimization

IEEE Access
2019 | Journal article
Contributors: Yaru Su; Xiaohui Wu; Genggeng Liu
Source: check_circle
Crossref

RDTA

Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI '19
2019 | Conference poster
Source: Self-asserted source
Genggeng Liu

The Air Quality Prediction Based on a Convolutional LSTM Network

Web Information Systems and Applications
2019 | Book chapter
Part of ISBN: 9783030309510
Part of ISBN: 9783030309527
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Genggeng Liu

Extraversion Measure for Crowd Trajectories

IEEE Transactions on Industrial Informatics
2019-12 | Journal article
Contributors: Wenxi Liu; Chun-Yang Zhang; Genggeng Liu; Yaru Su; Neil N. Xiong
Source: check_circle
Crossref

Deep variational auto-encoder for text classification

2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS)
2019-05 | Conference paper
Source: Self-asserted source
Genggeng Liu

Refactoring Java Code for Automatic API Generation

2018 International Conference on Cloud Computing, Big Data and Blockchain (ICCBB)
2018-11 | Conference paper
Source: Self-asserted source
Genggeng Liu

Prisoner’s dilemma game on reputation-based weighted network

Chaos, Solitons & Fractals
2018-05 | Journal article
Part of ISSN: 0960-0779
Source: Self-asserted source
Genggeng Liu

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

Applied Mathematics and Computation
2018-03 | Journal article
Part of ISSN: 0096-3003
Source: Self-asserted source
Genggeng Liu

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

Science China Information Sciences
2017-01 | Journal article
Part of ISSN: 1674-733X
Part of ISSN: 1869-1919
Source: Self-asserted source
Genggeng Liu
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Peer review (6 reviews for 4 publications/grants)

Review activity for Artificial intelligence. (1)
Review activity for Computer Aided Design. (1)
Review activity for EURASIP Journal on wireless communications and networking (2)
Review activity for The journal of supercomputing. (2)