Yifei Ma

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 35

Top Topics

Piecewise Affine

Experimental Design

Transductive Inference

Policy Evaluation

Top Venues

Publications

Miaosen Zhang, Yixuan Wei, Zhen Xing, Yifei Ma, Zuxuan Wu, Ji Li, Zheng Zhang, Qi Dai, Chong Luo, Xin Geng, Baining Guo
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms. CoRR (2024)
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. WSDM (2024)
Subhojyoti Mukherjee, Ge Liu, Aniket Deshmukh, Anusha Lalitha, Yifei Ma, Branislav Kveton
Experimental Design for Active Transductive Inference in Large Language Models. CoRR (2024)
Subhojyoti Mukherjee, Anusha Lalitha, Kousha Kalantari, Aniket Deshmukh, Ge Liu, Yifei Ma, Branislav Kveton
Optimal Design for Human Feedback. CoRR (2024)
Hao Ding, Branislav Kveton, Yifei Ma, Youngsuk Park, Venkataramana Kini, Yupeng Gu, Ravi Divvela, Fei Wang, Anoop Deoras, Hao Wang
Trending Now: Modeling Trend Recommendations. RecSys (2023)
Fuliang Yi, Hui Yang, Durong Chen, Yao Qin, Hongjuan Han, Jing Cui, Wenlin Bai, Yifei Ma, Rong Zhang, Hongmei Yu
XGBoost-SHAP-based interpretable diagnostic framework for alzheimer's disease. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances. UAI (2023)
Yifei Ma, Xuyang Lou, Tony Miller, Wei Wu
Fault-Tolerant Boundary Control of an Euler-Bernoulli Beam Subject to Output Constraint. IEEE Trans. Syst. Man Cybern. Syst. 53 (8) (2023)
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. CoRR (2023)
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances. CoRR (2023)
Wei Wu, Yifei Ma, Daniel Görges, Xuyang Lou
Event-triggered feedback control for discrete-time piecewise-affine systems subject to input saturation and bounded disturbance. Int. J. Control 95 (7) (2022)
Geng Tian, Xiaohang Li, Yi Wu, Ao Liu, Ying Zhang, Yifei Ma, Wenhui Guo, Xiaoli Sun, Bangze Fu, Da Li
Recognition effect of models based on different microscope objectives. ISAIMS (2022)
Yifei Ma, Juan Guo, Lianbiao Fang
Speech Emotion Recognition Based on Multi-feature Fusion and DCNN. EITCE (2022)
Juan Guo, Yifei Ma
Deep Spatio-Temporal Correlation Model on Predicting Olfactory Perception. EITCE (2022)
Yifei Ma, Ge Liu, Anoop Deoras
Bridging Recommendation and Marketing via Recurrent Intensity Modeling. ICLR (2022)
Chuyang Yu, Xuyang Lou, Yifei Ma, Qian Ye, Jinqi Zhang
Adaptive neural network based boundary control of a flexible marine riser system with output constraints. Frontiers Inf. Technol. Electron. Eng. 23 (8) (2022)
Hao Wang, Yifei Ma, Hao Ding, Yuyang Wang
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems. CoRR (2022)
Hao Wang, Yifei Ma, Hao Ding, Yuyang Wang
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems. AAAI (2022)
Feng Luo, Bowen Wang, Zhenyu Yang, Ping Zhang, Yifei Ma, Zihao Fang, Mingzhi Wu, Zhipeng Sun
Design Methodology of Automotive Time-Sensitive Network System Based on OMNeT++ Simulation System. Sensors 22 (12) (2022)
Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang
Zero-Shot Recommender Systems. CoRR (2021)
Yifei Ma, Balakrishnan (Murali) Narayanaswamy, Haibin Lin, Hao Ding
Temporal-Contextual Recommendation in Real-Time. KDD (2020)
Tengyang Xie, Yifei Ma, Yu-Xiang Wang
Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling. CoRR (2019)
Yifei Ma, Yu-Xiang Wang, Balakrishnan Narayanaswamy
Imitation-Regularized Offline Learning. CoRR (2019)
Yifei Ma, Yu-Xiang Wang, Balakrishnan Narayanaswamy
Imitation-Regularized Offline Learning. AISTATS (2019)
Zhaomin Tong, Changyuan Sun, Yifei Ma, Mei Wang, Suotang Jia, Xuyuan Chen
Laser Spatial Coherence Suppression With Refractive Optical Elements Toward the Improvement of Speckle Reduction by Light Pipes. IEEE Access 7 (2019)
Haibin Lin, Hang Zhang, Yifei Ma, Tong He, Zhi Zhang, Sheng Zha, Mu Li
Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources. CoRR (2019)
Tengyang Xie, Yifei Ma, Yu-Xiang Wang
Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling. NeurIPS (2019)
Yifei Ma, Yuntai Dong, Kang Li, Jian Ren, Guohua Geng, Mingquan Zhou
A Survey of Chinese Character Style Transfer. IGTA (2019)
Rui Ma, Wentao Zhang, Fang Li, Yifei Ma
Simulation Analysis of Fiber Optic Magnetic Sensor. ICAIT (2018)
Hadi Salman, Elif Ayvali, Rangaprasad Arun Srivatsan, Yifei Ma, Nicolas Zevallos, Rashid Yasin, Long Wang, Nabil Simaan, Howie Choset
Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery. ICRA (2018)
Yifei Ma, Wei Wu, Baotong Cui
Event-triggered feedback control for discrete-time piecewise-affine systems. Int. J. Syst. Sci. 49 (16) (2018)
Hadi Salman, Elif Ayvali, Rangaprasad Arun Srivatsan, Yifei Ma, Nicolas Zevallos, Rashid Yasin, Long Wang, Nabil Simaan, Howie Choset
Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery. CoRR (2017)
Yifei Ma, Roman Garnett, Jeff G. Schneider
Active Search for Sparse Signals with Region Sensing. AAAI (2017)
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
Population modelling by examples ii. SummerSim (2016)
Yifei Ma, Roman Garnett, Jeff G. Schneider
Active Search for Sparse Signals with Region Sensing. CoRR (2016)
Yifei Ma, Tzu-Kuo Huang, Jeff G. Schneider
Active Search and Bandits on Graphs using Sigma-Optimality. UAI (2015)
Yifei Ma, Danica J. Sutherland, Roman Garnett, Jeff G. Schneider
Active Pointillistic Pattern Search. AISTATS (2015)
Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Xizhou Feng, Yifei Ma, Madhav V. Marathe
Indemics: An interactive high-performance computing framework for data-intensive epidemic modeling. ACM Trans. Model. Comput. Simul. 24 (1) (2014)
Suruchi Deodhar, Keith R. Bisset, Jiangzhuo Chen, Yifei Ma, Madhav V. Marathe
An Interactive, Web-Based High Performance Modeling Environment for Computational Epidemiology. ACM Trans. Manag. Inf. Syst. 5 (2) (2014)
Yifei Ma, Roman Garnett, Jeff G. Schneider
Active Area Search via Bayesian Quadrature. AISTATS (2014)
Ke Wang, Tao Chen, Soo Tin Kwa, Yifei Ma, Raymond Lau
Meta-modelling for fast analysis of CFD-simulated vapour cloud dispersion processes. Comput. Chem. Eng. 69 (2014)
Guangyu Xia, Tongbo Huang, Yifei Ma, Roger B. Dannenberg, Christos Faloutsos
MidiFind: Similarity Search and Popularity Mining in Large MIDI Databases. CMMR (2013)
Yifei Ma, Roman Garnett, Jeff G. Schneider
Σ-Optimality for Active Learning on Gaussian Random Fields. NIPS (2013)
Yifei Ma, Roman Garnett, Jeff G. Schneider
Submodularity in Batch Active Learning and Survey Problems on Gaussian Random Fields CoRR (2012)
Shaojuan Liao, Yifei Ma, Jiangzhuo Chen, Achla Marathe
Paid Sick-Leave: Is It a Good Way to Control Epidemics? Complex (2012)
Suruchi Deodhar, Keith R. Bisset, Jiangzhuo Chen, Yifei Ma, Madhav V. Marathe
Enhancing user-productivity and capability through integration of distinct software in epidemiological systems. IHI (2012)
Tao Chen, Kunn Hadinoto, Wenjin Yan, Yifei Ma
Efficient meta-modelling of complex process simulations with time-space-dependent outputs. Comput. Chem. Eng. 35 (3) (2011)
Yifei Ma, Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Madhav V. Marathe
Efficient implementation of complex interventions in large scale epidemic simulations. WSC (2011)
Yifei Ma, Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Madhav V. Marathe
Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework. HPCC (2011)
Keith R. Bisset, Jiangzhuo Chen, Xizhou Feng, Yifei Ma, Madhav V. Marathe
Indemics: an interactive data intensive framework for high performance epidemic simulation. ICS (2010)
Yifei Ma, Guoren Wang, Yongguang Li, Yuhai Zhao
EDAM: An Efficient Clique Discovery Algorithm with Frequency Transformation for Finding Motifs. APBC (2006)