A memetic co-evolutionary differential evolution algorithm for constrained optimization. - Bo Liu 003; Hannan Ma; Xuejun Zhang; Yan Zhou (IEEE Congress on Evolutionary Computation, 2007)

Variable Weights Decision-Making and Its Fuzzy Inference Implementation. - Bo Liu 003; Xuejun Zhang; Shangran Xie; Hannan Ma (FSKD (2), 2007)

A Co-evolutionary Differential Evolution Algorithm for Constrained Optimization. - Bo Liu 003; Hannan Ma; Xuejun Zhang (ICNC (4), 2007)

The Air Traffic Flow Management with Dynamic Capacity and Co-evolutionary Genetic Algorithm. - Xuejun Zhang; Yan Zhou; Bo Liu 003; Zheng Wang (ITSC, 2007)

Optimization of Sequencing for Aircraft Arrival Based on Approach Routes. - Xie Zhang; Xuejun Zhang; Jun Zhang; Bo Liu 003 (ITSC, 2007)

Hybrid differential evolution for noisy optimization. - Bo Liu 003; Xuejun Zhang; Hannan Ma (IEEE Congress on Evolutionary Computation, 2008)

An effective parameter extraction method based on memetic differential evolution algorithm. - Bo Liu 003; Jing Lu; Yan Wang 023; Yang Tang (Microelectron. J., 2008)

Fuzzy selection based differential evolution algorithm for analog cell sizing capturing imprecise human intentions. - Bo Liu 003; Francisco V. Fernández 001; Georges G. E. Gielen (IEEE Congress on Evolutionary Computation, 2009)

A fuzzy selection based constraint handling method for multi-objective optimization of analog cells. - Bo Liu 003; Francisco V. Fernández 001; Peng Gao 010; Georges G. E. Gielen (ECCTD, 2009)

Less expensive and high quality stopping criteria for MC-based analog IC yield optimization. - Bo Liu 003; Francisco V. Fernández 001; Dimitri de Jonghe; Georges G. E. Gielen (ICECS, 2009)

Analog circuit optimization system based on hybrid evolutionary algorithms. - Bo Liu 003; Yan Wang 023; Zhiping Yu; Leibo Liu; Miao Li; Zheng Wang; Jing Lu; Francisco V. Fernández 001 (Integr., 2009)

A memetic approach to the automatic design of high-performance analog integrated circuits. - Bo Liu 003; Francisco V. Fernández 001; Georges G. E. Gielen; Rafael Castro-López; Elisenda Roca (ACM Trans. Design Autom. Electr. Syst., 2009)

An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing. - Bo Liu 003; Francisco V. Fernández 001; Qingfu Zhang 001; Murat Pak; Suha Sipahi; Georges G. E. Gielen (IEEE Congress on Evolutionary Computation, 2010)

An accurate and efficient yield optimization method for analog circuits based on computing budget allocation and memetic search technique. - Bo Liu 003; Francisco V. Fernández 001; Georges G. E. Gielen (DATE, 2010)

Global optimization of integrated transformers for high frequency microwave circuits using a Gaussian process based surrogate model. - Bo Liu 003; Ying He; Patrick Reynaert; Georges G. E. Gielen (DATE, 2011)

A novel operating-point driven method for the sizing of analog IC. - Bo Liu 003; Murat Pak; Xuezhi Zheng; Georges G. E. Gielen (ISCAS, 2011)

Efficient and Accurate Statistical Analog Yield Optimization and Variation-Aware Circuit Sizing Based on Computational Intelligence Techniques. - Bo Liu 003; Francisco V. Fernández 001; Georges G. E. Gielen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

Synthesis of Integrated Passive Components for High-Frequency RF ICs Based on Evolutionary Computation and Machine Learning Techniques. - Bo Liu 003; Dixian Zhao; Patrick Reynaert; Georges G. E. Gielen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

Self-adaptive lower confidence bound: A new general and effective prescreening method for Gaussian Process surrogate model assisted evolutionary algorithms. - Bo Liu 003; Qingfu Zhang 001; Francisco V. Fernández 001; Georges G. E. Gielen (IEEE Congress on Evolutionary Computation, 2012)

Efficient multi-objective synthesis for microwave components based on computational intelligence techniques. - Bo Liu 003; Hadi Aliakbarian; Soheil Radiom; Guy A. E. Vandenbosch; Georges G. E. Gielen (DAC, 2012)

A fast analog circuit yield estimation method for medium and high dimensional problems. - Bo Liu 003; Jarir Messaoudi; Georges G. E. Gielen (DATE, 2012)

An Efficient High-Frequency Linear RF Amplifier Synthesis Method Based on Evolutionary Computation and Machine Learning Techniques. - Bo Liu 003; Noël Deferm; Dixian Zhao; Patrick Reynaert; Georges G. E. Gielen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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 003 (2012)

An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization. - Bo Liu 003; Qingfu Zhang 001; Francisco V. Fernández 001; Georges G. E. Gielen (IEEE Trans. Evol. Comput., 2013)

Behavioral study of the surrogate model-aware evolutionary search framework. - Bo Liu 003; Qin Chen 003; Qingfu Zhang 001; Georges G. E. Gielen; Vic Grout (IEEE Congress on Evolutionary Computation, 2014)

Network on Chip optimization based on surrogate model assisted evolutionary algorithms. - Mengyuan Wu; Ammar Karkar; Bo Liu 003; Alex Yakovlev; Georges G. E. Gielen; Vic Grout (IEEE Congress on Evolutionary Computation, 2014)

GASPAD: A General and Efficient mm-Wave Integrated Circuit Synthesis Method Based on Surrogate Model Assisted Evolutionary Algorithm. - Bo Liu 003; Dixian Zhao; Patrick Reynaert; Georges G. E. Gielen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014)

A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems. - Bo Liu 003; Qingfu Zhang 001; Georges G. E. Gielen (IEEE Trans. Evol. Comput., 2014)

Automated Design of Analog and High-frequency Circuits - A Computational Intelligence Approach - Bo Liu 003; Georges G. E. Gielen; Francisco V. Fernández 001 (Springer, 2014)

Two-Level Stable Matching-Based Selection in MOEA/D. - Mengyuan Wu; Sam Kwong; Qingfu Zhang 001; Ke Li 001; Ran Wang 001; Bo Liu 003 (SMC, 2015)

A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables. - Bo Liu 003; Nan Sun 001; Qingfu Zhang 001; Vic Grout; Georges G. E. Gielen (CEC, 2016)

Efficient global optimization of MEMS based on surrogate model assisted evolutionary algorithm. - Bo Liu 003; Anna Nikolaeva (DATE, 2016)

A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems. - Bo Liu 003; Slawomir Koziel; Qingfu Zhang 001 (J. Comput. Sci., 2016)

GUI design exploration software for microwave antennas. - Bo Liu 003; Alexander Irvine; Mobayode O. Akinsolu; Omer Arabi; Vic Grout; Nazar T. Ali (J. Comput. Des. Eng., 2017)

SADEA-II: A generalized method for efficient global optimization of antenna design. - Bo Liu 003; Slawomir Koziel; Nazar T. Ali (J. Comput. Des. Eng., 2017)

Efficient Global Optimization of Actuator Based on a Surrogate Model Assisted Hybrid Algorithm. - Bo Liu 003; Vic Grout; Anna Nikolaeva (IEEE Trans. Ind. Electron., 2018)

Efficient AI-Driven Design of Microwave Antennas Using PSADEA. - Mobayode O. Akinsolu; Isah M. Danjuma; Keyur K. Mistry; Bo Liu 003; Raed A. Abd-Alhameed; Pavlos I. Lazaridis; Zaharias D. Zaharis; Peter S. Excell (MENACOMM, 2019)

A Novel Compact Quadruple-Band Indoor Base Station Antenna for 2G/3G/4G/5G Systems. - Qiang Hua; Yi Huang 001; Chaoyun Song; Mobayode O. Akinsolu; Bo Liu 003; Tianyuan Jia; Qian Xu 012; Ahmed Al-Tahmeesschi (IEEE Access, 2019)

A Parallel Surrogate Model Assisted Evolutionary Algorithm for Electromagnetic Design Optimization. - Mobayode O. Akinsolu; Bo Liu 003; Vic Grout; Pavlos I. Lazaridis; Maria Evelina Mognaschi; Paolo Di Barba (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Time and Frequency Domain Simulation, Measurement and Optimization of Log-Periodic Antennas. - Keyur K. Mistry; Pavlos I. Lazaridis; Zaharias D. Zaharis; Mobayode O. Akinsolu; Bo Liu 003; Thomas D. Xenos; Ian A. Glover; Ramjee Prasad (Wirel. Pers. Commun., 2019)

Hybrid Single and Multiobjective optimization for Engineering Design without Exact Specifications. - Bo Liu 003; Mobayode O. Akinsolu; Qingfu Zhang 001 (CEC, 2020)

Efficient Design Optimization of High-Performance MEMS Based on a Surrogate-Assisted Self-Adaptive Differential Evolution. - Mobayode O. Akinsolu; Bo Liu 003; Pavlos I. Lazaridis; Keyur K. Mistry; Maria Evelina Mognaschi; Paolo Di Barba; Zaharias D. Zaharis (IEEE Access, 2020)

A Comprehensive Survey of "Metamaterial Transmission-Line Based Antennas: Design, Challenges, and Applications". - Mohammad Alibakhshi Kenari; Bal S. Virdee; Leyre Azpilicueta; Mohammad Naser-Moghadasi; Mobayode O. Akinsolu; Chan Hwang See; Bo Liu 003; Raed A. Abd-Alhameed; Francisco Falcone; Isabelle Huynen; Tayeb A. Denidni; Ernesto Limiti (IEEE Access, 2020)

DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks. - Ahmet Faruk Budak; Prateek Bhansali; Bo Liu 003; Nan Sun 001; David Z. Pan; Chandramouli V. Kashyap (DAC, 2021)

An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization. - Ahmet Faruk Budak; Miguel Gandara; Wei Shi 011; David Z. Pan; Nan Sun 001; Bo Liu 003 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Design of a Two-Stage Miller-Compensated Operational Amplifier Using an EDA Tool-Centered Approach. - Yijia Hao; Miguel Gandara; Srinjoy Mitra; Sandy Cochran; Bo Liu 003 (SMACD, 2024)

An AI-driven EDA Algorithm-Empowered VCO and LDO Co-Design Method. - Yijia Hao; Maarten Strackx; Miguel Gandara; Sandy Cochran; Bo Liu 003 (SMACD, 2025)

Behavioral Study of Bayesian Neural Networks Under a Typical Surrogate Model-Assisted Evolutionary Search Framework. - Yushi Liu; Muhammad Ali Imran 001; Masood Ur Rehman 001; Bo Liu 003 (IEEE Access, 2025)

LEAM: A Prompt-only Large Language Model-enabled Antenna Modeling Method. - Tao Wu; Kexue Fu 002; Qiang Hua; Xinxin Liu; Muhammad Ali Imran 001; Bo Liu 003 (CoRR, 2025)

Integrating AI in Engineering Education: A Comprehensive Review and Student-Informed Module Design for U.K. Students. - Yijia Hao; Yushi Liu; Bo Liu 003; George Amarantidis; Rami Ghannam (IEEE Trans. Educ., 2025)

Design, Simulation and Measurement of Metapocket: An All-Textile Reflective Metasurface for On-Body Smartphone Radiation Improvement. - Menglin Zhai; Wandai Tian; Rui Pei; Chen Xu; Mark Leach; Eng Gee Lim; Zhao Wang 001; Jingchen Wang; Qiang Hua; Mobayode O. Akinsolu; Bo Liu 003; Yi Huang 001 (IEEE Trans. Consumer Electron., 2025)