| 2026 | AAAI | BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization. | Yinghui Pan, Shuaijie Zhao, Shenbao Yu, Zongyang Liu, Yifeng Zeng, Han Liu, Mingwei Lin |
| 2024 | AAAI | Causal-Driven Skill Prerequisite Structure Discovery. | Shenbao Yu, Yifeng Zeng, Fan Yang, Yinghui Pan |
| 2022 | ICDE | Constrained Path Search with Submodular Function Maximization. | Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Sibo Wang, Xuemin Lin, Liang Feng |
| 2022 | IJCAI | Budgeted Sequence Submodular Maximization. | Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou |
| 2022 | PAKDD | Exploiting Spatial Attention and Contextual Information for Document Image Segmentation. | Yuman Sang, Yifeng Zeng, Ruiying Liu, Fan Yang, Zhangrui Yao, Yinghui Pan |
| 2021 | SENSYS | Addressing partial observability in reinforcement learning for energy management. | Marco Biemann, Xiufeng Liu, Yifeng Zeng, Lizhen Huang |
| 2020 | IJCAI | Optimal Region Search with Submodular Maximization. | Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Bin Yao |
| 2020 | ICRA | Navigating Discrete Difference Equation Governed WMR by Virtual Linear Leader Guided HMPC. | Chao Huang, Xin Chen, Enyi Tang, Mengda He, Lei Bu, Shengchao Qin, Yifeng Zeng |
| 2019 | DASFAA | Random Decision DAG: An Entropy Based Compression Approach for Random Forest. | Xin Liu, Xiao Liu, Yongxuan Lai, Fan Yang, Yifeng Zeng |
| 2017 | AAAI | A Fast Algorithm to Compute Maximum | Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng |
| 2017 | CEC | Facial expression recongition using firefly-based feature optimization. | Kamlesh Mistry, Li Zhang, Graham Sexton, Yifeng Zeng, Mengda He |
| 2017 | IJCAI | Switched Linear Multi-Robot Navigation Using Hierarchical Model Predictive Control. | Chao Huang, Xin Chen, Yifan Zhang, Shengchao Qin, Yifeng Zeng, Xuandong Li |
| 2017 | UAI | Robust Model Equivalence using Stochastic Bisimulation for N-Agent Interactive DIDs. | Muthukumaran Chandrasekaran, Junhuan Zhang, Prashant Doshi, Yifeng Zeng |
| 2016 | IJCAI | Approximating Value Equivalence in Interactive Dynamic Influence Diagrams Using Behavioral Coverage. | Ross Conroy, Yifeng Zeng, Jing Tang |
| 2016 | IJCAI | Hierarchical Model Predictive Control for Multi-Robot Navigation. | Chao Huang, Xin Chen, Yifan Zhang, Shengchao Qin, Yifeng Zeng, Xuandong Li |
| 2016 | IJCAI | Learning Predictive State Representations via Monte-Carlo Tree Search. | Yunlong Liu, Hexing Zhu, Yifeng Zeng, Zongxiong Dai |
| 2015 | AAAI | On Information Coverage for Location Category Based Point-of-Interest Recommendation. | Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai |
| 2015 | IJCAI | Learning Behaviors in Agents Systems with Interactive Dynamic Influence Diagrams. | Ross Conroy, Yifeng Zeng, Marc Cavazza, Yingke Chen |
| 2015 | IJCAI | Personalized Ranking Metric Embedding for Next New POI Recommendation. | Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan |
| 2015 | IJCAI | Optimal Route Search with the Coverage of Users' Preferences. | Yifeng Zeng, Xuefeng Chen, Xin Cao, Shengchao Qin, Marc Cavazza, Yanping Xiang |
| 2014 | AAAI | Influence Maximization with Novelty Decay in Social Networks. | Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee, Yanping Xiang |
| 2013 | CEC | A study on like-attracts-like versus elitist selection criterion for human-like social behavior of memetic mulitagent systems. | Xuefeng Chen, Yifeng Zeng, Yew-Soon Ong, Choon Sing Ho, Yanping Xiang |
| 2012 | AAMAS | Improved use of partial policies for identifying behavioral equivalence. | Yifeng Zeng, Hua Mao, Yinghui Pan, Jian Luo |
| 2012 | ICDM | Time Constrained Influence Maximization in Social Networks. | Bo Liu, Gao Cong, Dong Xu, Yifeng Zeng |
| 2011 | AAAI | Utilizing Partial Policies for Identifying Equivalence of Behavioral Models. | Yifeng Zeng, Prashant Doshi, Yinghui Pan, Hua Mao, Muthukumaran Chandrasekaran, Jian Luo |
| 2011 | PAKDD | Dynamic Ordering-Based Search Algorithm for Markov Blanket Discovery. | Yifeng Zeng, Xian He, Yanping Xiang, Hua Mao |
| 2010 | ISAIM | Approximate solutions of interactive dynamic influence diagrams using ε-behavioral equivalence. | Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng |
| 2010 | PRICAI | An Influence Diagram Approach for Multiagent Time-Critical Dynamic Decision Modeling. | Le Sun, Yifeng Zeng, Yanping Xiang |
| 2009 | GRC | Classification using Markov blanket for feature selection. | Yifeng Zeng, Jian Luo, Shuyuan Lin |
| 2009 | ICDM | Learning Local Components to Understand Large Bayesian Networks. | Yifeng Zeng, Yanping Xiang, Jorge Cordero Hernandez, Yujian Lin |
| 2009 | IJCAI | Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence. | Yifeng Zeng, Prashant Doshi |
| 2009 | PAKDD | Spanning Tree Based Attribute Clustering. | Yifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin |
| 2008 | GRC | Refinement of Bayesian Network Structures upon New Data. | Yifeng Zeng, Yanping Xiang, Saulius Pacekajus |
| 2008 | ISKE | An intelligent design system for military situation assessment. | Yanping Xiang, Yifeng Zeng, William Zhu, Kim-Leng Poh |
| 2008 | PAKDD | A Decomposition Algorithm for Learning Bayesian Network Structures from Data. | Yifeng Zeng, Jorge Cordero Hernandez |
| 2007 | AAAI | Approximate Solutions of Interactive Dynamic Influence Diagrams Using Model Clustering. | Yifeng Zeng, Prashant Doshi, Qiongyu Chen |
| 2007 | GECCO | SwarmArchitect: a swarm framework for collaborative construction. | Yifeng Zeng, Jorge Cordero Hernandez, Dennis Plougman Buus |
| 2004 | HIS | Block Learning Bayesian Network Structure from Data. | Yifeng Zeng, Kim-Leng Poh |
| 2003 | HIS | A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks. | Yifeng Zeng, Kim-Leng Poh |