Genggeng Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 75

Top Topics

Reinforcement Learning

Tree Construction

Top Venues

ACM Great Lakes Symposium on VLSI

J. Supercomput.

Publications

Min-Ming Huang, Yang-Geng Fu, Genggeng Liu, Longkun Guo, Wanling Liu
GMP-Net: Graph based Missing Part Patching Network for Point Cloud Completion. Eng. Appl. Artif. Intell. 130 (2024)
Xing Huang, Huayang Cai, Wenzhong Guo, Genggeng Liu, Tsung-Yi Ho, Krishnendu Chakrabarty, Ulf Schlichtmann
Control-Logic Synthesis of Fully Programmable Valve Array Using Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Huayang Cai, Genggeng Liu, Wenzhong Guo, Zipeng Li, Tsung-Yi Ho, Xing Huang
Adaptive Control-Logic Routing for Fully Programmable Valve Array Biochips Using Deep Reinforcement Learning. ASPDAC (2024)
Zhenyuan Wu, Yuhan Zhu, Xing Huang, Genggeng Liu
Error Recovery Method Based on Deep Reinforcement Learning for Fully Programmable Valve Array Biochips. ACM Great Lakes Symposium on VLSI (2024)
Junqian Huang, Yuhan Zhu, Xing Huang, Genggeng Liu
Washing Optimization Method Based on Deep Reinforcement Learning for Fully Programmable Valve Array Biochips. ACM Great Lakes Symposium on VLSI (2024)
Zhengyang Ye, Zhisheng Chen, Youlin Pan, Genggeng Liu, Wenzhong Guo, Tsung-Yi Ho, Xing Huang
Timing-Driven High-Level Synthesis for Continuous-Flow Microfluidic Biochips. ISQED (2024)
Yangjie Wu, Yuhan Zhu, Genggeng Liu, Xing Huang
Anomaly Detection Method based on Discrete Particle Swarm Optimization for Continuous-Flow Microfluidic Biochips. ACM Great Lakes Symposium on VLSI (2024)
Yuhan Zhu, Genggeng Liu, Ren Lu, Xing Huang, Min Gan, Wenzhong Guo
Timing-Driven Obstacle-Avoiding X-Architecture Steiner Minimum Tree Algorithm With Slack Constraints. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
Zhengyang Chen, Yuhan Zhu, Zhen Chen, Zhisheng Chen, Genggeng Liu
High-Level Synthesis for Microfluidic Biochips Considering Actual Volume Management and Channel Storage. ISQED (2024)
Genggeng Liu, Yuqin Zeng, Yuhan Zhu, Huayang Cai, Wenzhong Guo, Zipeng Li, Tsung-Yi Ho, Xing Huang
Towards Automated Testing of Multiplexers in Fully Programmable Valve Array Biochips. ASPDAC (2024)
Genggeng Liu, Zhengyang Chen, Zhisheng Chen, Bowen Liu, Yu Zhang, Xing Huang
Physical design for microfluidic biochips considering actual volume management and channel storage. Integr. 98 (2024)
Genggeng Liu, Yuhan Zhu, Wenzhong Guo, Xing Huang
Fault-Tolerance-Oriented Physical Design for Fully Programmable Valve Array Biochips. DAC (2023)
Zeping Lu, Genggeng Liu, Fuling Ye, Wenzhong Guo
Design and Implementation of Virtual Reality Experiment Project of Integrated Circuit Routing Algorithm. ICCSE (2) (2023)
Saijuan Xu, Canyang Guo, Yuhan Zhu, Genggeng Liu, Neal Xiong
CNN-VAE: An intelligent text representation algorithm. J. Supercomput. 79 (11) (2023)
Zhisheng Chen, Wenzhong Guo, Genggeng Liu, Xing Huang
Application Mapping and Control-system Design for Microfluidic Biochips with Distributed Channel Storage. ACM Trans. Design Autom. Electr. Syst. 28 (2) (2023)
Ren Lu, Wei Zhang, Lieqiu Jiang, Genggeng Liu
Slew-Driven Layer Assignment for Advanced Non-default-rule Wires. WISA (2023)
Genggeng Liu, Zhenyu Pei, Nengxian Liu, Ye Tian
Subspace segmentation based co-evolutionary algorithm for balancing convergence and diversity in many-objective optimization. Swarm Evol. Comput. 83 (2023)
Zhoumin Lu, Shiping Wang, Genggeng Liu, Feiping Nie
Robust weighted co-clustering with global and local discrimination. Pattern Recognit. 138 (2023)
Shu-Chuan Chu, Zhi-Yuan Shao, Ning Zhong, Genggeng Liu, Jeng-Shyang Pan
An Enhanced Food Digestion Algorithm for Mobile Sensor Localization. Sensors 23 (17) (2023)
Saijuan Xu, Ling Wei, Genggeng Liu, Yeh-Cheng Chen, Guolong Chen
A high-quality global routing algorithm based on hybrid topology optimization and heuristic search for data processing in MEC. J. Supercomput. 78 (5) (2022)
Chi-Hua Chen, Genggeng Liu, Yu-Chih Wei, Zuoyong Li, Bon-Yeh Lin
A pre-signed response method based on online certificate status protocol request prediction. Enterp. Inf. Syst. 16 (8-9) (2022)
Xing Huang, Tsung-Yi Ho, Zepeng Li, Genggeng Liu, Lu Wang, Qingshan Li, Wenzhong Guo, Bing Li, Ulf Schlichtmann
MiniControl 2.0: Co-Synthesis of Flow and Control Layers for Microfluidic Biochips With Strictly Constrained Control Ports. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (12) (2022)
Lingfeng Huang, Genggeng Liu
Functional motion detection based on artificial intelligence. J. Supercomput. 78 (3) (2022)
Lieqiu Jiang, Zepeng Li, Chenpeng Bao, Genggeng Liu, Xing Huang, Wen-Hao Liu, Ting-Chi Wang
LA-SVR: A High-Performance Layer Assignment Algorithm with Slew Violations Reduction. VLSI-SoC (2022)
Fangfang Luo, Genggeng Liu, Wenzhong Guo, Guolong Chen, Naixue Xiong
ML-KELM: A Kernel Extreme Learning Machine Scheme for Multi-Label Classification of Real Time Data Stream in SIoT. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Genggeng Liu, Xinghai Zhang, Wenzhong Guo, Xing Huang, Wen-Hao Liu, Kai-Yuan Chao, Ting-Chi Wang
Timing-Aware Layer Assignment for Advanced Process Technologies Considering via Pillars. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Genggeng Liu, Qihao Lin, Neal Naixue Xiong, Xin Wang
Unsupervised Denoising Feature Learning for Classification of Corrupted Images. Big Data Res. 27 (2022)
Genggeng Liu, Hongbin Huang, Zhisheng Chen, Hongxing Lin, Hui Liu, Xing Huang, Wenzhong Guo
Design automation for continuous-flow microfluidic biochips: A comprehensive review. Integr. 82 (2022)
Genggeng Liu, Yuhan Zhu, Saijuan Xu, Yeh-Cheng Chen, Hao Tang
PSO-based Power-Driven X-Routing Algorithm in semiconductor design for predictive intelligence of IoT applications. Appl. Soft Comput. 114 (2022)
Abel C. H. Chen, Wen-Kang Jia, Feng-Jang Hwang, Genggeng Liu, Fangying Song, Lianrong Pu
Machine learning and deep learning methods for wireless network applications. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Zhen Zhuang, Genggeng Liu, Tsung-Yi Ho, Bei Yu, Wenzhong Guo
TRADER: A Practical Track-Assignment-Based Detailed Router. DATE (2022)
Genggeng Liu, Ruping Zhou, Saijuan Xu, Yuhan Zhu, Wenzhong Guo, Yeh-Cheng Chen, Guolong Chen
Two-Stage Competitive Particle Swarm Optimization Based Timing-Driven X-Routing for IC Design Under Smart Manufacturing. ACM Trans. Manag. Inf. Syst. 13 (4) (2022)
Yidan Jing, Liliang Yang, Zhen Zhuang, Genggeng Liu, Xing Huang, Wen-Hao Liu, Ting-Chi Wang
SPTA: A Scalable Parallel ILP-Based Track Assignment Algorithm with Two-Stage Partition. VLSI-SoC (2022)
Genggeng Liu, Yuhan Zhu, Saijuan Xu, Hao Tang, Yeh-Cheng Chen
Performance-Driven X-Architecture Routing Algorithm for Artificial Intelligence Chip Design in Smart Manufacturing. ACM Trans. Manag. Inf. Syst. 13 (4) (2022)
Longjiang Chen, Yanggeng Fu, Nannan Chen, Jifeng Ye, Genggeng Liu
Rule Reduction for EBRB Classification Based on Clustering. WISA (2021)
Yu Guan, Yanggeng Fu, Longjiang Chen, Genggeng Liu, Lan Sun
Belief-Rule-Base Inference Method Based on Gradient Descent With Momentum. IEEE Access 9 (2021)
Xiaohua Chen, Ruping Zhou, Genggeng Liu, Zhen Chen, Wenzhong Guo
Timing-Driven X-architecture Steiner Minimum Tree Construction Based on Social Learning Multi-Objective Particle Swarm Optimization. WWW (Companion Volume) (2021)
Haiyun Li, Ning Xu, Genggeng Liu, Jixin Zhang
An optimized 3D Astar algorithm for multi-layer PCB automatic routing. ICCE-TW (2021)
Xiaodong Fang, Chan Chang, Genggeng Liu
Using Bayesian network technology to predict the semiconductor manufacturing yield rate in IoT. J. Supercomput. 77 (8) (2021)
Genggeng Liu, Liliang Yang, Saijuan Xu, Zuoyong Li, Yeh-Cheng Chen, Chi-Hua Chen
X-architecture Steiner minimal tree algorithm based on multi-strategy optimization discrete differential evolution. PeerJ Comput. Sci. 7 (2021)
Yang-Geng Fu, Jifeng Ye, Zefeng Yin, Longjiang Chen, Ying-Ming Wang, Genggeng Liu
Construction of EBRB classifier for imbalanced data based on Fuzzy C-Means clustering. Knowl. Based Syst. 234 (2021)
Ruping Zhou, Genggeng Liu, Wenzhong Guo, Xin Wang
An X-Architecture SMT Algorithm Based on Competitive Swarm Optimizer. WISA (2021)
Zhuohan Yu, Chuang Bian, Genggeng Liu, Shixiong Zhang, Ka-Chun Wong, Xiangtao Li
Elucidating transcriptomic profiles from single-cell RNA sequencing data using nature-inspired compressed sensing. Briefings Bioinform. 22 (5) (2021)
Genggeng Liu, Xiaohua Chen, Ruping Zhou, Saijuan Xu, Yeh-Cheng Chen, Guolong Chen
Social learning discrete Particle Swarm Optimization based two-stage X-routing for IC design under Intelligent Edge Computing architecture. Appl. Soft Comput. 104 (2021)
Zhen Zhuang, Xing Huang, Genggeng Liu, Wenzhong Guo, Weikang Qian, Wen-Hao Liu
ALIFRouter: A Practical Architecture-Level Inter-FPGA Router for Logic Verification. DATE (2021)
Hao Tang, Genggeng Liu, Xiaohua Chen, Naixue Xiong
A Survey on Steiner Tree Construction and Global Routing for VLSI Design. IEEE Access 8 (2020)
Xinghai Zhang, Zhen Zhuang, Genggeng Liu, Xing Huang, Wen-Hao Liu, Wenzhong Guo, Ting-Chi Wang
MiniDelay: Multi-Strategy Timing-Aware Layer Assignment for Advanced Technology Nodes. DATE (2020)
Zhen Zhuang, Genggeng Liu, Xing Huang, Xiaotao Jia, Wen-Hao Liu, Wenzhong Guo
MSFRoute: Multi-Stage FPGA Routing for Timing Division Multiplexing Technique. ACM Great Lakes Symposium on VLSI (2020)
Canyang Guo, Genggeng Liu, Chi-Hua Chen
Air Pollution Concentration Forecast Method Based on the Deep Ensemble Neural Network. Wirel. Commun. Mob. Comput. 2020 (2020)
Genggeng Liu, Zhisheng Chen, Zhen Zhuang, Wenzhong Guo, Guolong Chen
A unified algorithm based on HTS and self-adapting PSO for the construction of octagonal and rectilinear SMT. Soft Comput. 24 (6) (2020)
Shiping Wang, Jiawei Chen, Wenzhong Guo, Genggeng Liu
Structured learning for unsupervised feature selection with high-order matrix factorization. Expert Syst. Appl. 140 (2020)
Genggeng Liu, Lin Xie, Chi-Hua Chen
Unsupervised Text Feature Learning via Deep Variational Auto-encoder. Inf. Technol. Control. 49 (3) (2020)
Genggeng Liu, Canyang Guo, Lin Xie, Wenxi Liu, Naixue Xiong, Guolong Chen
An Intelligent CNN-VAE Text Representation Technology Based on Text Semantics for Comprehensive Big Data. CoRR (2020)
Yuzhen Niu, Hanmei Weng, Jiaqi Lin, Genggeng Liu
Single Image Super-Resolution: From Discrete to Continuous Scale Without Retraining. IEEE Access 8 (2020)
Zhoumin Lu, Genggeng Liu, Shiping Wang
Sparse neighbor constrained co-clustering via category consistency learning. Knowl. Based Syst. (2020)
Canyang Guo, Genggeng Liu, Lingjuan Lyu, Chi-Hua Chen
An Unsupervised PM2.5 Estimation Method With Different Spatio-Temporal Resolutions Based on KIDW-TCGRU. IEEE Access 8 (2020)
Xiaohua Chen, Genggeng Liu, Naixue Xiong, Yaru Su, Guolong Chen
A Survey of Swarm Intelligence Techniques in VLSI Routing Problems. IEEE Access 8 (2020)
Weijie Fang, Xiaoting Gong, Genggeng Liu, Yingjie Wu, Yanggeng Fu
A Balance Adjusting Approach of Extended Belief-Rule-Based System for Imbalanced Classification Problem. IEEE Access 8 (2020)
Canyang Guo, Lin Xie, Genggeng Liu, Xin Wang
A Text Representation Model Based on Convolutional Neural Network and Variational Auto Encoder. WISA (2020)
Xiaohua Chen, Ruping Zhou, Genggeng Liu, Xin Wang
SLPSO-Based X-Architecture Steiner Minimum Tree Construction. WISA (2020)
Yanggeng Fu, Zefeng Yin, Manna Su, Yingjie Wu, Genggeng Liu
Construction and Reasoning Approach of Belief Rule-Base for Classification Base on Decision Tree. IEEE Access 8 (2020)
Weida Zhu, Xinghai Zhang, Genggeng Liu, Wenzhong Guo, Ting-Chi Wang
MiniDeviation: An Efficient Multi-Stage Bus-Aware Global Router. VLSI-DAT (2020)
Lin Xie, Genggeng Liu, Hongfei Lian
Deep variational auto-encoder for text classification. ICPS (2019)
Canyang Guo, Wenzhong Guo, Chi-Hua Chen, Xin Wang, Genggeng Liu
The Air Quality Prediction Based on a Convolutional LSTM Network. WISA (2019)
Wenxi Liu, Chun-Yang Zhang, Genggeng Liu, Yaru Su, Neil N. Xiong
Extraversion Measure for Crowd Trajectories. IEEE Trans. Ind. Informatics 15 (12) (2019)
Yaru Su, Xiaohui Wu, Genggeng Liu
Nonconvex Low Tubal Rank Tensor Minimization. IEEE Access 7 (2019)
Hailin Wu, Saijuan Xu, Zhen Zhuang, Genggeng Liu
X-Architecture Steiner Minimal Tree Construction Based on Discrete Differential Evolution. ICNC-FSKD (2019)
Genggeng Liu, Canyang Guo, Chi-Hua Chen, Wenzhong Guo, Feng-Jang Hwang
A Mobile Positioning Method Based on Integrated Heterogeneous Networks for Commercial Vehicle Operation System. ICII (2019)
Genggeng Liu, Zhen Zhuang, Wenzhong Guo, Ting-Chi Wang
RDTA: An Efficient Routability-Driven Track Assignment Algorithm. ACM Great Lakes Symposium on VLSI (2019)
Zhoumin Lu, Haiping Xu, Genggeng Liu
A Survey of Object Co-Segmentation. IEEE Access 7 (2019)
Wei Jiang, Yuzhong Chen, Qicheng Huang, Zhanghui Liu, Genggeng Liu
一种云环境下的主机负载预测方法 (Workload Forecasting Method in Cloud). 计算机科学 45 (6A) (2018)
Genggeng Liu, Zhen Zhuang, Wenzhong Guo, Naixue Xiong, Guolong Chen
A novel particle swarm optimizer with multi-stage transformation and genetic operation for VLSI routing. CoRR (2018)
Ya-Shan Chen, Han-Xin Yang, Wenzhong Guo, Genggeng Liu
Promotion of cooperation based on swarm intelligence in spatial public goods games. Appl. Math. Comput. 320 (2018)
Xing Huang, Wenzhong Guo, Genggeng Liu, Guolong Chen
MLXR: multi-layer obstacle-avoiding X-architecture Steiner tree construction for VLSI routing. Sci. China Inf. Sci. 60 (1) (2017)
Xing Huang, Wenzhong Guo, Genggeng Liu, Guolong Chen
FH-OAOS: A Fast Four-Step Heuristic for Obstacle-Avoiding Octilinear Steiner Tree Construction. ACM Trans. Design Autom. Electr. Syst. 21 (3) (2016)
Genggeng Liu, Wenzhong Guo, Rongrong Li, Yuzhen Niu, Guolong Chen
XGRouter: high-quality global router in X-architecture with particle swarm optimization. Frontiers Comput. Sci. 9 (4) (2015)
Xing Huang, Genggeng Liu, Wenzhong Guo, Yuzhen Niu, Guolong Chen
Obstacle-Avoiding Algorithm in X-Architecture Based on Discrete Particle Swarm Optimization for VLSI Design. ACM Trans. Design Autom. Electr. Syst. 20 (2) (2015)
Genggeng Liu, Xing Huang, Wenzhong Guo, Yuzhen Niu, Guolong Chen
Multilayer Obstacle-Avoiding X-Architecture Steiner Minimal Tree Construction Based on Particle Swarm Optimization. IEEE Trans. Cybern. 45 (5) (2015)
Genggeng Liu, Wenzhong Guo, Yuzhen Niu, Guolong Chen, Xing Huang
A PSO-based timing-driven Octilinear Steiner tree algorithm for VLSI routing considering bend reduction. Soft Comput. 19 (5) (2015)
Wenzhong Guo, Genggeng Liu, Guolong Chen, Shaojun Peng
A hybrid multi-objective PSO algorithm with local search strategy for VLSI partitioning. Frontiers Comput. Sci. 8 (2) (2014)
Xing Huang, Genggeng Liu, Wenzhong Guo, Guolong Chen
Obstacle-Avoiding Octagonal Steiner Tree construction based on Particle Swarm Optimization. ICNC (2013)
Genggeng Liu, Guolong Chen, Wenzhong Guo, Zhen Chen
DPSO-based Rectilinear Steiner Minimal Tree construction considering bend reduction. ICNC (2011)