| 2026 | AAAI | Explaining Decentralized Multi-Agent Reinforcement Learning Policies. | Kayla Boggess, Sarit Kraus, Lu Feng |
| 2025 | AAAI | Quantitative Predictive Monitoring and Control for Safe Human-Machine Interaction. | Shuyang Dong, Meiyi Ma, Josephine Lamp, Sebastian G. Elbaum, Matthew B. Dwyer, Lu Feng |
| 2025 | AAAI | Towards Computational Foreseeability. | Sarit Kraus, Kayla Boggess, Robert Kim, Bryan H. Choi, Lu Feng |
| 2025 | EMAS | Engineering the Next Generation of Multi-agent Systems: A Community Roadmap from EMAS 2025. | Sebastian Rodriguez, Akhila Bairy, Matteo Baldoni, Patrick Benjamin, Constantin Blessing, Nicolas Brandstetter, Amit K. Chopra, Thomas Clemen, Louise A. Dennis, Ahmad Esmaeili, Lu Feng, Angelo Ferrando, Zahra Ghorrati, Victor Guillet, nder Grcan, Soham Hans, James Herber, Viviana Mascardi, Marcel Mauri, Jrg P. Mller, John Thangarajah, Rafal Tyl, Yi Yang |
| 2025 | IJCAI | Counterfactual Explanations for Continuous Action Reinforcement Learning. | Shuyang Dong, Shangtong Zhang, Lu Feng |
| 2025 | KDD | IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping. | Nibir Chandra Mandal, Oishee Bintey Hoque, Abhijin Adiga, Samarth Swarup, Mandy L. Wilson, Lu Feng, Yangfeng Ji, Miaomiao Zhang, Geoffrey C. Fox, Madhav V. Marathe |
| 2025 | NPC | Dynamic Resource Allocation with Adaptive Mode Selection in D2D-V2X Networks. | Xiang Xiao, Peidong Zhu, Jia Song, Gang Su, Lu Feng, Peng Wu, Li Zhu |
| 2025 | UAI | Adaptive Reward Design for Reinforcement Learning. | Minjae Kwon, Ingy Elsayed-Aly, Lu Feng |
| 2024 | AAAI | ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation. | Yuewen Sun, Erli Wang, Biwei Huang, Chaochao Lu, Lu Feng, Changyin Sun, Kun Zhang |
| 2024 | IJCAI | ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments. | Sren Schleibaum, Lu Feng, Sarit Kraus, Jrg P. Mller |
| 2024 | ICRA | Safe POMDP Online Planning via Shielding. | Shili Sheng, David Parker, Lu Feng |
| 2024 | ICRA | Trust-Aware Motion Planning for Human-Robot Collaboration under Distribution Temporal Logic Specifications. | Pian Yu, Shuyang Dong, Shili Sheng, Lu Feng, Marta Kwiatkowska |
| 2023 | AAAI | Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. | Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh |
| 2023 | IJCAI | Explainable Multi-Agent Reinforcement Learning for Temporal Queries. | Kayla Boggess, Sarit Kraus, Lu Feng |
| 2023 | ICRA | A Framework for the Unsupervised Inference of Relations Between Sensed Object Spatial Distributions and Robot Behaviors. | Christopher Morse, Lu Feng, Matthew B. Dwyer, Sebastian G. Elbaum |
| 2022 | IJCAI | Toward Policy Explanations for Multi-Agent Reinforcement Learning. | Kayla Boggess, Sarit Kraus, Lu Feng |
| 2021 | CHI | DeepTake: Prediction of Driver Takeover Behavior using Multimodal Data. | Erfan Pakdamanian, Shili Sheng, Sonia Baee, Seongkook Heo, Sarit Kraus, Lu Feng |
| 2021 | ICCV | MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning. | Sonia Baee, Erfan Pakdamanian, Inki Kim, Lu Feng, Vicente Ordonez, Laura E. Barnes |
| 2021 | ICDM | Nonlinear Causal Structure Learning for Mixed Data. | Wenjuan Wei, Lu Feng |
| 2020 | IROS | Towards Transparent Robotic Planning via Contrastive Explanations. | Shenghui Chen, Kayla Boggess, Lu Feng |
| 2020 | SENSYS | Predictive monitoring with uncertainty for deep learning enabled smart cities: poster abstract. | Meiyi Ma, Ezio Bartocci, John A. Stankovic, Lu Feng |
| 2019 | MASS | Performance Modeling and Verification of Load Balancing in Cloud Systems Using Formal Methods. | Shenghui Chen, Zhiming Fan, Haiying Shen, Lu Feng |
| 2018 | IJCAI | Mixed Causal Structure Discovery with Application to Prescriptive Pricing. | Wenjuan Wei, Lu Feng, Chunchen Liu |
| 2018 | ICRA | Counterexamples for Robotic Planning Explained in Structured Language. | Lu Feng, Mahsa Ghasemi, Kai-Wei Chang, Ufuk Topcu |
| 2018 | IROS | A robust pose graph approach for city scale LiDAR mapping. | Sheng Yang, Xiaoling Zhu, Xing Nian, Lu Feng, Xiaozhi Qu, Teng Ma |
| 2017 | ICNC | A novel dynamic clustering strategy on energy efficiency for dense network deployment. | Gang Su, Ya Xu, Li Tan, Lu Feng |
| 2017 | MMM | Supervised Class Graph Preserving Hashing for Image Retrieval and Classification. | Lu Feng, Xin-Shun Xu, Shanqing Guo, Xiaolin Wang |
| 2017 | SENSYS | Runtime Monitoring of Safety and Performance Requirements in Smart Cities. | Meiyi Ma, John A. Stankovic, Lu Feng |
| 2016 | ICDM | Streaming Model Selection via Online Factorized Asymptotic Bayesian Inference. | Chunchen Liu, Lu Feng, Ryohei Fujimaki |
| 2016 | IROS | Human-interpretable diagnostic information for robotic planning systems. | Lu Feng, Laura R. Humphrey, Insup Lee, Ufuk Topcu |
| 2015 | DATE | Platform-specific timing verification framework in model-based implementation. | BaekGyu Kim, Lu Feng, Linh T. X. Phan, Oleg Sokolsky, Insup Lee |
| 2015 | ICML | Scalable Model Selection for Large-Scale Factorial Relational Models. | Chunchen Liu, Lu Feng, Ryohei Fujimaki, Yusuke Muraoka |
| 2015 | RTSS | Platform-Specific Code Generation from Platform-Independent Timed Models. | BaekGyu Kim, Lu Feng, Oleg Sokolsky, Insup Lee |
| 2015 | SAFECOMP | Towards Assurance for Plug & Play Medical Systems. | Andrew L. King, Lu Feng, Sam Procter, Sanjian Chen, Oleg Sokolsky, John Hatcliff, Insup Lee |
| 2014 | ICSE | Exploring the twin peaks using probabilistic verification techniques. | Anitha Murugesan, Lu Feng, Mats Per Erik Heimdahl, Sanjai Rayadurgam, Michael W. Whalen, Insup Lee |
| 2011 | ATVA | Learning-Based Compositional Verification for Synchronous Probabilistic Systems. | Lu Feng, Tingting Han, Marta Z. Kwiatkowska, David Parker |
| 2011 | FASE | Automated Learning of Probabilistic Assumptions for Compositional Reasoning. | Lu Feng, Marta Z. Kwiatkowska, David Parker |
| 2004 | SNPD | Research and Design on A Versatile Secure Architecture Model for Active Network. | Lu Feng, Guo Jing |
| 2004 | SNPD | Research on the Password Security Strengthening based on the Active-typed Rhythm. | Lu Feng, Zhang Yi |