Yifei Ma

According to our database, Yifei Ma authored at least 46 papers between 2006 and 2024.

Collaborative distances:

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

2024

Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs.

Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023

XGBoost-SHAP-based interpretable diagnostic framework for alzheimer's disease.

Fuliang Yi, Hui Yang, Durong Chen, Yao Qin, Hongjuan Han, Jing Cui, Wenlin Bai, Yifei Ma, Rong Zhang, Hongmei Yu

BMC Medical Informatics Decis. Mak., December, 2023

Fault-Tolerant Boundary Control of an Euler-Bernoulli Beam Subject to Output Constraint.

Yifei Ma, Xuyang Lou, Tony Miller, Wei Wu

IEEE Trans. Syst. Man Cybern. Syst., 2023

Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances.

Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Trending Now: Modeling Trend Recommendations.

Hao Ding, Branislav Kveton, Yifei Ma, Youngsuk Park, Venkataramana Kini, Yupeng Gu, Ravi Divvela, Fei Wang, Anoop Deoras, Hao Wang

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

Design Methodology of Automotive Time-Sensitive Network System Based on OMNeT++ Simulation System.

Feng Luo, Bowen Wang, Zhenyu Yang, Ping Zhang, Yifei Ma, Zihao Fang, Mingzhi Wu, Zhipeng Sun

Sensors, 2022

Adaptive neural network based boundary control of a flexible marine riser system with output constraints.

Chuyang Yu, Xuyang Lou, Yifei Ma, Qian Ye, Jinqi Zhang

Frontiers Inf. Technol. Electron. Eng., 2022

Event-triggered feedback control for discrete-time piecewise-affine systems subject to input saturation and bounded disturbance.

Wei Wu, Yifei Ma, Daniel Görges, Xuyang Lou

Int. J. Control, 2022

A sustainable conservation strategy of wildlife in urban ecosystems: Case of <i>Gallinula chloropus</i> in Beijing-Tianjin-Hebei region.

Yifei Ma, Xue-Yi You

Ecol. Informatics, 2022

Recognition effect of models based on different microscope objectives.

Geng Tian, Xiaohang Li, Yi Wu, Ao Liu, Ying Zhang, Yifei Ma, Wenhui Guo, Xiaoli Sun, Bangze Fu, Da Li

Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences, 2022

Bridging Recommendation and Marketing via Recurrent Intensity Modeling.

Yifei Ma, Ge Liu, Anoop Deoras

Proceedings of the Tenth International Conference on Learning Representations, 2022

Speech Emotion Recognition Based on Multi-feature Fusion and DCNN.

Yifei Ma, Juan Guo, Lianbiao Fang

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

Deep Spatio-Temporal Correlation Model on Predicting Olfactory Perception.

Juan Guo, Yifei Ma

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

Context Uncertainty in Contextual Bandits with Applications to Recommender Systems.

Hao Wang, Yifei Ma, Hao Ding, Yuyang Wang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Zero-Shot Recommender Systems.

Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang

CoRR, 2021

2020

Temporal-Contextual Recommendation in Real-Time.

Yifei Ma, Balakrishnan (Murali) Narayanaswamy, Haibin Lin, Hao Ding

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling.

Tengyang Xie, Yifei Ma, Yu-Xiang Wang

CoRR, 2019

Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources.

Haibin Lin, Hang Zhang, Yifei Ma, Tong He, Zhi Zhang, Sheng Zha, Mu Li

CoRR, 2019

Laser Spatial Coherence Suppression With Refractive Optical Elements Toward the Improvement of Speckle Reduction by Light Pipes.

Zhaomin Tong, Changyuan Sun, Yifei Ma, Mei Wang, Suotang Jia, Xuyuan Chen

IEEE Access, 2019

Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling.

Tengyang Xie, Yifei Ma, Yu-Xiang Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Survey of Chinese Character Style Transfer.

Yifei Ma, Yuntai Dong, Kang Li, Jian Ren, Guohua Geng, Mingquan Zhou

Proceedings of the Image and Graphics Technologies and Applications, 2019

Imitation-Regularized Offline Learning.

Yifei Ma, Yu-Xiang Wang, Balakrishnan Narayanaswamy

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Event-triggered feedback control for discrete-time piecewise-affine systems.

Yifei Ma, Wei Wu, Baotong Cui

Int. J. Syst. Sci., 2018

Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery.

Hadi Salman, Elif Ayvali, Rangaprasad Arun Srivatsan, Yifei Ma, Nicolas Zevallos, Rashid Yasin, Long Wang, Nabil Simaan, Howie Choset

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Simulation Analysis of Fiber Optic Magnetic Sensor.

Rui Ma, Wentao Zhang, Fang Li, Yifei Ma

Proceedings of the 10th International Conference on Advanced Infocomm Technology, 2018

2017

Active Search for Sparse Signals with Region Sensing.

Yifei Ma, Roman Garnett, Jeff G. Schneider

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Population modelling by examples ii.

Robert J. Smith?, Bruce Y. Lee, Aristides Moustakas, Andreas Zeigler, Mélanie Prague, Romualdo Santos, Matthias Chung, Robin Gras, Valery Forbes, Sixten Borg, Tracy Comans, Yifei Ma, Nieko Punt, William Jusko, Lucas Brotz, Ayaz Hyder

Proceedings of the Summer Computer Simulation Conference, 2016

2015

Active Search and Bandits on Graphs using Sigma-Optimality.

Yifei Ma, Tzu-Kuo Huang, Jeff G. Schneider

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Active Pointillistic Pattern Search.

Yifei Ma, Danica J. Sutherland, Roman Garnett, Jeff G. Schneider

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Active Search with Complex Actions and Rewards.

Yifei Ma

PhD thesis, 2014

Indemics: An interactive high-performance computing framework for data-intensive epidemic modeling.

Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Xizhou Feng, Yifei Ma, Madhav V. Marathe

ACM Trans. Model. Comput. Simul., 2014

An Interactive, Web-Based High Performance Modeling Environment for Computational Epidemiology.

Suruchi Deodhar, Keith R. Bisset, Jiangzhuo Chen, Yifei Ma, Madhav V. Marathe

ACM Trans. Manag. Inf. Syst., 2014

Meta-modelling for fast analysis of CFD-simulated vapour cloud dispersion processes.

Ke Wang, Tao Chen, Soo Tin Kwa, Yifei Ma, Raymond Lau

Comput. Chem. Eng., 2014

Active Area Search via Bayesian Quadrature.

Yifei Ma, Roman Garnett, Jeff G. Schneider

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Σ-Optimality for Active Learning on Gaussian Random Fields.

Yifei Ma, Roman Garnett, Jeff G. Schneider

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

MidiFind: Similarity Search and Popularity Mining in Large MIDI Databases.

Guangyu Xia, Tongbo Huang, Yifei Ma, Roger B. Dannenberg, Christos Faloutsos

Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

2012

Submodularity in Batch Active Learning and Survey Problems on Gaussian Random Fields

Yifei Ma, Roman Garnett, Jeff G. Schneider

CoRR, 2012

Enhancing user-productivity and capability through integration of distinct software in epidemiological systems.

Suruchi Deodhar, Keith R. Bisset, Jiangzhuo Chen, Yifei Ma, Madhav V. Marathe

Proceedings of the ACM International Health Informatics Symposium, 2012

Paid Sick-Leave: Is It a Good Way to Control Epidemics?

Shaojuan Liao, Yifei Ma, Jiangzhuo Chen, Achla Marathe

Proceedings of the Complex Sciences - Second International Conference, 2012

2011

Efficient meta-modelling of complex process simulations with time-space-dependent outputs.

Tao Chen, Kunn Hadinoto, Wenjin Yan, Yifei Ma

Comput. Chem. Eng., 2011

Efficient implementation of complex interventions in large scale epidemic simulations.

Yifei Ma, Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Madhav V. Marathe

Proceedings of the Winter Simulation Conference 2011, 2011

Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework.

Yifei Ma, Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Madhav V. Marathe

Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

2010

Indemics: an interactive data intensive framework for high performance epidemic simulation.

Keith R. Bisset, Jiangzhuo Chen, Xizhou Feng, Yifei Ma, Madhav V. Marathe

Proceedings of the 24th International Conference on Supercomputing, 2010

2008

Adaptive Handoff Algorithm for Multi-Beam GEO Mobile Satellite System.

Li Song, Aijun Liu, Yifei Ma

Proceedings of IEEE International Conference on Communications, 2008

2007

An On-board Switch Scheme Based on DiffServ.

Li Song, Aijun Liu, Yifei Ma

Proceedings of the 5th ACIS International Conference on Software Engineering Research, 2007

2006

EDAM: An Efficient Clique Discovery Algorithm with Frequency Transformation for Finding Motifs.

Yifei Ma, Guoren Wang, Yongguang Li, Yuhai Zhao

Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006