Bo Liu

53 papers A* 2A 4B 10C 1Journal 25Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
An AI-driven EDA Algorithm-Empowered VCO and LDO Co-Design Method.
SMACD
Yijia Hao, Maarten Strackx, Miguel Gandara, Sandy Cochran, Bo Liu
2025 J jnl
Behavioral Study of Bayesian Neural Networks Under a Typical Surrogate Model-Assisted Evolutionary Search Framework.
IEEE Access
Yushi Liu, Muhammad Ali Imran, Masood Ur Rehman, Bo Liu
2025 J jnl
Design, Simulation and Measurement of Metapocket: An All-Textile Reflective Metasurface for On-Body Smartphone Radiation Improvement.
IEEE Trans. Consumer Electron.
Menglin Zhai, Wandai Tian, Rui Pei, Chen Xu, Mark Leach, Eng Gee Lim, Zhao Wang, Jingchen Wang, Qiang Hua, Mobayode O. Akinsolu, Bo Liu, Yi Huang
2025 J jnl
From Systematic to Intelligent: Assessing AI-Empowered Optimization Techniques for Analog Building Block Sizing.
IEEE Access
Yijia Hao, Miguel Gandara, Srinjoy Mitra, Maarten Strackx, Sandy Cochran, Francisco V. Fernández, Shaolan Li, Bo Liu
2025 J jnl
Integrating AI in Engineering Education: A Comprehensive Review and Student-Informed Module Design for U.K. Students.
IEEE Trans. Educ.
Yijia Hao, Yushi Liu, Bo Liu, George Amarantidis, Rami Ghannam
2025 J jnl
LEAM: A Prompt-only Large Language Model-enabled Antenna Modeling Method.
CoRR
Tao Wu, Kexue Fu, Qiang Hua, Xinxin Liu, Muhammad Ali Imran, Bo Liu
2024 — conf
Design of a Two-Stage Miller-Compensated Operational Amplifier Using an EDA Tool-Centered Approach.
SMACD
Yijia Hao, Miguel Gandara, Srinjoy Mitra, Sandy Cochran, Bo Liu
2022 J jnl
An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ahmet Faruk Budak, Miguel Gandara, Wei Shi, David Z. Pan, Nan Sun, Bo Liu
2021 A* conf
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks.
DAC
Ahmet Faruk Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap
2021 J jnl
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks.
CoRR
Ahmet Faruk Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap
2020 J jnl
A Comprehensive Survey of "Metamaterial Transmission-Line Based Antennas: Design, Challenges, and Applications".
IEEE Access
Mohammad Alibakhshi Kenari, Bal S. Virdee, Leyre Azpilicueta, Mohammad Naser-Moghadasi, Mobayode O. Akinsolu, Chan Hwang See, Bo Liu, Raed A. Abd-Alhameed, Francisco Falcone, Isabelle Huynen, Tayeb A. Denidni, Ernesto Limiti
2020 J jnl
Efficient Design Optimization of High-Performance MEMS Based on a Surrogate-Assisted Self-Adaptive Differential Evolution.
IEEE Access
Mobayode O. Akinsolu, Bo Liu, Pavlos I. Lazaridis, Keyur K. Mistry, Maria Evelina Mognaschi, Paolo Di Barba, Zaharias D. Zaharis
2020 B conf
Hybrid Single and Multiobjective optimization for Engineering Design without Exact Specifications.
CEC
Bo Liu, Mobayode O. Akinsolu, Qingfu Zhang
2019 J jnl
A Novel Compact Quadruple-Band Indoor Base Station Antenna for 2G/3G/4G/5G Systems.
IEEE Access
Qiang Hua, Yi Huang, Chaoyun Song, Mobayode O. Akinsolu, Bo Liu, Tianyuan Jia, Qian Xu, Ahmed Al-Tahmeesschi
2019 J jnl
A Parallel Surrogate Model Assisted Evolutionary Algorithm for Electromagnetic Design Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Mobayode O. Akinsolu, Bo Liu, Vic Grout, Pavlos I. Lazaridis, Maria Evelina Mognaschi, Paolo Di Barba
2019 — conf
Efficient AI-Driven Design of Microwave Antennas Using PSADEA.
MENACOMM
Mobayode O. Akinsolu, Isah M. Danjuma, Keyur K. Mistry, Bo Liu, Raed A. Abd-Alhameed, Pavlos I. Lazaridis, Zaharias D. Zaharis, Peter S. Excell
2019 J jnl
Time and Frequency Domain Simulation, Measurement and Optimization of Log-Periodic Antennas.
Wirel. Pers. Commun.
Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Mobayode O. Akinsolu, Bo Liu, Thomas D. Xenos, Ian A. Glover, Ramjee Prasad
2018 J jnl
Efficient Global Optimization of Actuator Based on a Surrogate Model Assisted Hybrid Algorithm.
IEEE Trans. Ind. Electron.
Bo Liu, Vic Grout, Anna Nikolaeva
2017 J jnl
GUI design exploration software for microwave antennas.
J. Comput. Des. Eng.
Bo Liu, Alexander Irvine, Mobayode O. Akinsolu, Omer Arabi, Vic Grout, Nazar T. Ali
2017 J jnl
SADEA-II: A generalized method for efficient global optimization of antenna design.
J. Comput. Des. Eng.
Bo Liu, Slawomir Koziel, Nazar T. Ali
2016 J jnl
A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems.
J. Comput. Sci.
Bo Liu, Slawomir Koziel, Qingfu Zhang
2016 B conf
A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables.
CEC
Bo Liu, Nan Sun, Qingfu Zhang, Vic Grout, Georges G. E. Gielen
2016 A conf
Efficient global optimization of MEMS based on surrogate model assisted evolutionary algorithm.
DATE
Bo Liu, Anna Nikolaeva
2015 B conf
Two-Level Stable Matching-Based Selection in MOEA/D.
SMC
Mengyuan Wu, Sam Kwong, Qingfu Zhang, Ke Li, Ran Wang, Bo Liu
2014 J jnl
A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems.
IEEE Trans. Evol. Comput.
Bo Liu, Qingfu Zhang, Georges G. E. Gielen
2014 — book
Automated Design of Analog and High-frequency Circuits - A Computational Intelligence Approach
Bo Liu, Georges G. E. Gielen, Francisco V. Fernández
2014 B conf
Behavioral study of the surrogate model-aware evolutionary search framework.
IEEE Congress on Evolutionary Computation
Bo Liu, Qin Chen, Qingfu Zhang, Georges G. E. Gielen, Vic Grout
2014 J jnl
GASPAD: A General and Efficient mm-Wave Integrated Circuit Synthesis Method Based on Surrogate Model Assisted Evolutionary Algorithm.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Bo Liu, Dixian Zhao, Patrick Reynaert, Georges G. E. Gielen
2014 B conf
Network on Chip optimization based on surrogate model assisted evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Mengyuan Wu, Ammar Karkar, Bo Liu, Alex Yakovlev, Georges G. E. Gielen, Vic Grout
2013 J jnl
An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization.
IEEE Trans. Evol. Comput.
Bo Liu, Qingfu Zhang, Francisco V. Fernández, Georges G. E. Gielen
2012 A conf
A fast analog circuit yield estimation method for medium and high dimensional problems.
DATE
Bo Liu, Jarir Messaoudi, Georges G. E. Gielen
2012 J jnl
An Efficient High-Frequency Linear RF Amplifier Synthesis Method Based on Evolutionary Computation and Machine Learning Techniques.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Bo Liu, Noël Deferm, Dixian Zhao, Patrick Reynaert, Georges G. E. Gielen
2012 — —
Computational Intelligence Techniques for Automated Design of Analog and High-frequency Circuits (Technieken uit computationele intelligentie voor het geautomatiseerd ontwerpen van analoge en hoogfrequente schakelingen).
Bo Liu
2012 A* conf
Efficient multi-objective synthesis for microwave components based on computational intelligence techniques.
DAC
Bo Liu, Hadi Aliakbarian, Soheil Radiom, Guy A. E. Vandenbosch, Georges G. E. Gielen
2012 B conf
Self-adaptive lower confidence bound: A new general and effective prescreening method for Gaussian Process surrogate model assisted evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Bo Liu, Qingfu Zhang, Francisco V. Fernández, Georges G. E. Gielen
2011 C conf
A novel operating-point driven method for the sizing of analog IC.
ISCAS
Bo Liu, Murat Pak, Xuezhi Zheng, Georges G. E. Gielen
2011 J jnl
Efficient and Accurate Statistical Analog Yield Optimization and Variation-Aware Circuit Sizing Based on Computational Intelligence Techniques.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen
2011 A conf
Global optimization of integrated transformers for high frequency microwave circuits using a Gaussian process based surrogate model.
DATE
Bo Liu, Ying He, Patrick Reynaert, Georges G. E. Gielen
2011 J jnl
Synthesis of Integrated Passive Components for High-Frequency RF ICs Based on Evolutionary Computation and Machine Learning Techniques.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Bo Liu, Dixian Zhao, Patrick Reynaert, Georges G. E. Gielen
2010 A conf
An accurate and efficient yield optimization method for analog circuits based on computing budget allocation and memetic search technique.
DATE
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen
2010 B conf
An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing.
IEEE Congress on Evolutionary Computation
Bo Liu, Francisco V. Fernández, Qingfu Zhang, Murat Pak, Suha Sipahi, Georges G. E. Gielen
2009 — conf
A fuzzy selection based constraint handling method for multi-objective optimization of analog cells.
ECCTD
Bo Liu, Francisco V. Fernández, Peng Gao, Georges G. E. Gielen
2009 J jnl
A memetic approach to the automatic design of high-performance analog integrated circuits.
ACM Trans. Design Autom. Electr. Syst.
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen, Rafael Castro-López, Elisenda Roca
2009 J jnl
Analog circuit optimization system based on hybrid evolutionary algorithms.
Integr.
Bo Liu, Yan Wang, Zhiping Yu, Leibo Liu, Miao Li, Zheng Wang, Jing Lu, Francisco V. Fernández
2009 B conf
Fuzzy selection based differential evolution algorithm for analog cell sizing capturing imprecise human intentions.
IEEE Congress on Evolutionary Computation
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen
2009 — conf
Less expensive and high quality stopping criteria for MC-based analog IC yield optimization.
ICECS
Bo Liu, Francisco V. Fernández, Dimitri de Jonghe, Georges G. E. Gielen
2008 J jnl
An effective parameter extraction method based on memetic differential evolution algorithm.
Microelectron. J.
Bo Liu, Jing Lu, Yan Wang, Yang Tang
2008 B conf
Hybrid differential evolution for noisy optimization.
IEEE Congress on Evolutionary Computation
Bo Liu, Xuejun Zhang, Hannan Ma
2007 — conf
A Co-evolutionary Differential Evolution Algorithm for Constrained Optimization.
ICNC (4)
Bo Liu, Hannan Ma, Xuejun Zhang
2007 B conf
A memetic co-evolutionary differential evolution algorithm for constrained optimization.
IEEE Congress on Evolutionary Computation
Bo Liu, Hannan Ma, Xuejun Zhang, Yan Zhou
2007 — conf
Optimization of Sequencing for Aircraft Arrival Based on Approach Routes.
ITSC
Xie Zhang, Xuejun Zhang, Jun Zhang, Bo Liu
2007 — conf
The Air Traffic Flow Management with Dynamic Capacity and Co-evolutionary Genetic Algorithm.
ITSC
Xuejun Zhang, Yan Zhou, Bo Liu, Zheng Wang
2007 — conf
Variable Weights Decision-Making and Its Fuzzy Inference Implementation.
FSKD (2)
Bo Liu, Xuejun Zhang, Shangran Xie, Hannan Ma