| 2025 | ICIP | A Scalable Image Compression Using Conditional Diffusion Model in Human-Machine Hybrid Vision. | Jinhao Kuang, Yue Luo, Yi Peng, Jiabao Zhu, Li Yu |
| 2025 | PROFES | From Machine Learning Documentation to Requirements: Bridging Processes with Requirements Languages. | Yi Peng, Hans-Martin Heyn, Jennifer Horkoff |
| 2025 | RE | Data Annotation: A Requirements Engineering for Machine Learning Systems Perspective. | Yi Peng, Hina Saeeda, Hans-Martin Heyn, Jennifer Horkoff |
| 2024 | ICIP | MFLFC: Multi-Frame Fusion Based Low-Resolution Feature Compression For Object Tracking. | Yi Peng, Zixiang Zhang, Li Yu |
| 2024 | IGARSS | Remote Sensing Analysis of High-Density Canopy fAPAR Considering the Absorption Ratio of Senescent Leaves. | Yuanjin Li, Ningge Yuan, Shenghui Fang, Chaoran Zhang, Longfei Ma, Yi Peng, Yan Gong |
| 2022 | VTC | Blockchain-assisted D2D Data Sharing in Fog Computing. | Yi Peng, Taiping Cui, Bin Shen, Feng Lin, Xiaoge Huang, Qianbin Chen |
| 2021 | VTC | Blockchain based Content Sharing Management in VANETs. | Feng Lin, Yi Peng, Taiping Cui, Xiaoge Huang, Qianbin Chen |
| 2019 | IJCAI | A Practical Semi-Parametric Contextual Bandit. | Yi Peng, Miao Xie, Jiahao Liu, Xuying Meng, Nan Li, Cheng Yang, Tao Yao, Rong Jin |
| 2014 | CVPR | Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising. | Yi Peng, Deyu Meng, Zongben Xu, Chenqiang Gao, Yi Yang, Biao Zhang |
| 2014 | ICA3PP | Understanding the SIMD Efficiency of Graph Traversal on GPU. | Yichao Cheng, Hong An, Zhitao Chen, Feng Li, Zhaohui Wang, Xia Jiang, Yi Peng |
| 2013 | FPGA | Co-simulation framework of SystemC SoC virtual prototype and custom logic (abstract only). | Nick Ni, Yi Peng |
| 2013 | ISCAS | A super-regenerative pulsed UWB receiver combined with injection-locking. | Tongning Hu, Bo Wang, Shan Liu, Yi Peng, Jinghai Zhang, Jinpeng Shen, Xin'an Wang |
| 2009 | ICCS | Knowledge-Rich Data Mining in Financial Risk Detection. | Yi Peng, Gang Kou, Yong Shi |
| 2007 | ICCS | epsilon-Support Vector and Large-Scale Data Mining Problems. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2007 | ICCS | Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. | Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi |
| 2006 | ICCS | A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2006 | ICCS | Multiclass Credit Cardholders' Behaviors Classification Methods. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2006 | ICDM | Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. | Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen |
| 2006 | ICDM | A Systemic Framework for the Field of Data Mining and Knowledge Discovery. | Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen |
| 2006 | ICDM | A Hybrid Strategy for Clustering Data Mining Documents. | Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen |
| 2005 | ICCS | Improving Clustering Analysis for Credit Card Accounts Classification. | Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen |
| 2004 | ICCS | Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. | Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi |
| 2003 | ICCS | A Set of Data Mining Models to Classify Credit Cardholder Behavior. | Gang Kou, Yi Peng, Yong Shi, Weixuan Xu |
| 2002 | AMIA | Using the metaschema to audit UMLS classification errors. | Huanying Helen Gu, Hua Min, Yi Peng, Li Zhang, Yehoshua Perl |
| 2002 | AMIA | Auditing the UMLS for redundant classifications. | Yi Peng, Michael Halper, Yehoshua Perl, James Geller |