| 2026 | AAAI | DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs. | Yuanhao Li, Mingshan Liu, Hongbo Wang, Yiding Zhang, Yifei Ma, Wei Tan |
| 2026 | NSDI | Decoding RSSI Compression in RFID: Dynamic RCS Modeling and Tag-Intrinsic Power Metrics for Reliable Backscatter Networks. | Jia Liu, Yifei Ma, Xingyu Chen, Haipeng Dai, He Huang, Zihao Lin, Wei Zheng, Junzhao Du, Guihai Chen |
| 2025 | MICCAI | Speech Audio Generation from Dynamic MRI via a Knowledge Enhanced Conditional Variational Autoencoder. | Yaxuan Li, Han Jiang, Yifei Ma, Shihua Qin, Jonghye Woo, Fangxu Xing |
| 2024 | WSDM | Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. | Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton |
| 2023 | RecSys | 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 |
| 2023 | UAI | Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances. | Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton |
| 2022 | AAAI | Context Uncertainty in Contextual Bandits with Applications to Recommender Systems. | Hao Wang, Yifei Ma, Hao Ding, Yuyang Wang |
| 2022 | ICLR | Bridging Recommendation and Marketing via Recurrent Intensity Modeling. | Yifei Ma, Ge Liu, Anoop Deoras |
| 2020 | KDD | Temporal-Contextual Recommendation in Real-Time. | Yifei Ma, Balakrishnan (Murali) Narayanaswamy, Haibin Lin, Hao Ding |
| 2019 | AISTATS | Imitation-Regularized Offline Learning. | Yifei Ma, Yu-Xiang Wang, Balakrishnan Narayanaswamy |
| 2018 | ICRA | 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 |
| 2017 | AAAI | Active Search for Sparse Signals with Region Sensing. | Yifei Ma, Roman Garnett, Jeff G. Schneider |
| 2015 | AISTATS | Active Pointillistic Pattern Search. | Yifei Ma, Danica J. Sutherland, Roman Garnett, Jeff G. Schneider |
| 2015 | UAI | Active Search and Bandits on Graphs using Sigma-Optimality. | Yifei Ma, Tzu-Kuo Huang, Jeff G. Schneider |
| 2014 | AISTATS | Active Area Search via Bayesian Quadrature. | Yifei Ma, Roman Garnett, Jeff G. Schneider |
| 2011 | HPCC | Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework. | Yifei Ma, Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Madhav V. Marathe |
| 2011 | WSC | Efficient implementation of complex interventions in large scale epidemic simulations. | Yifei Ma, Keith R. Bisset, Jiangzhuo Chen, Suruchi Deodhar, Madhav V. Marathe |
| 2010 | ICS | Indemics: an interactive data intensive framework for high performance epidemic simulation. | Keith R. Bisset, Jiangzhuo Chen, Xizhou Feng, Yifei Ma, Madhav V. Marathe |
| 2007 | SERA | An On-board Switch Scheme Based on DiffServ. | Li Song, Aijun Liu, Yifei Ma |
| 2006 | APBC | EDAM: An Efficient Clique Discovery Algorithm with Frequency Transformation for Finding Motifs. | Yifei Ma, Guoren Wang, Yongguang Li, Yuhai Zhao |