| 2024 | ICRA | Probabilistic 3D Multi-Object Cooperative Tracking for Autonomous Driving via Differentiable Multi-Sensor Kalman Filter. | Hsu-Kuang Chiu, Chien-Yi Wang, Min-Hung Chen, Stephen F. Smith |
| 2023 | FlAIRS | Dynamic Route Guidance in Vehicle Networks by Simulating Future Traffic Patterns. | David Neiman, Zachary B. Rubinstein, Stephen F. Smith |
| 2021 | IJCAI | Incorporating Queueing Dynamics into Schedule-Driven Traffic Control. | Hsu-Chieh Hu, Allen M. Hawkes, Stephen F. Smith |
| 2020 | CPAIOR | Template Matching and Decision Diagrams for Multi-agent Path Finding. | Jayanth Krishna Mogali, Willem-Jan van Hoeve, Stephen F. Smith |
| 2019 | IROS | Cooperative Schedule-Driven Intersection Control with Connected and Autonomous Vehicles. | Hsu-Chieh Hu, Stephen F. Smith, Rick Goldstein |
| 2019 | SoCS | Learning and Utilizing Interaction Patterns among Neighborhood-Based Heuristics. | Chung-Yao Chuang, Stephen F. Smith |
| 2018 | AAAI | Expressive Real-Time Intersection Scheduling. | Rick Goldstein, Stephen F. Smith |
| 2017 | AAAI | Scalable Approaches to Home Health Care Scheduling Problems with Uncertainty. | Cen Chen, Zachary B. Rubinstein, Stephen F. Smith, Hoong Chuin Lau |
| 2017 | CEC | A study of agnostic hyper-heuristics based on sampling solution chains. | Chung-Yao Chuang, Stephen F. Smith |
| 2017 | IJCAI | Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion. | Hsu-Chieh Hu, Stephen F. Smith |
| 2016 | CPAIOR | Optimization Models for a Real-World Snow Plow Routing Problem. | Joris Kinable, Willem-Jan van Hoeve, Stephen F. Smith |
| 2016 | IJCAI | Distributed Decoupling of Multiagent Simple Temporal Problems. | Jayanth Krishna Mogali, Stephen F. Smith, Zachary B. Rubinstein |
| 2015 | AAAI | Viewing Traffic Signal Control as a Market-Driven Economy. | Isaac K. Isukapati, Stephen F. Smith |
| 2015 | ICRA | Mobile manufacturing of large structures. | David A. Bourne, Howie Choset, Humphrey Hu, George Kantor, Chris Niessl, Zachary B. Rubinstein, Reid G. Simmons, Stephen F. Smith |
| 2014 | GECCO | Estimation of distribution algorithms based on n-gramstatistics for sequencing and optimization. | Chung-Yao Chuang, Stephen F. Smith |
| 2014 | PPSN | Evolving Mixtures of n-gram Models for Sequencing and Schedule Optimization. | Chung-Yao Chuang, Stephen F. Smith |
| 2013 | CEC | Diversity allocation for Dynamic Optimization using the Extended Compact Genetic Algorithm. | Chung-Yao Chuang, Stephen F. Smith |
| 2012 | AAAI | Incremental Management of Oversubscribed Vehicle Schedules in Dynamic Dial-A-Ride Problems. | Zachary B. Rubinstein, Stephen F. Smith, Laura Barbulescu |
| 2012 | AAMAS | Coordinated look-ahead scheduling for real-time traffic signal control. | Xiao-Feng Xie, Stephen F. Smith, Gregory J. Barlow |
| 2012 | CogSIMA | Designing collaborative automated planners for dynamically changing environments: Supporting agile adaption to changing priorities. | Rob Truxler, Emilie M. Roth, Ronald Scott, Stephen F. Smith, Jeffrey Wampler |
| 2011 | FUSION | Navigation in GPS-denied environments. | Xiao Ma, Seddik M. Djouadi, Samir Sahyoun, Paul B. Crilly, Stephen F. Smith |
| 2011 | IJCAI | Iterative Flattening Search for the Flexible Job Shop Scheduling Problem. | Angelo Oddi, Riccardo Rasconi, Amedeo Cesta, Stephen F. Smith |
| 2010 | CPAIOR | Job Shop Scheduling with Setup Times: Exploring the Applicability of a Constraint-based Iterative Sampling Approach. | Angelo Oddi, Riccardo Rasconi, Amedeo Cesta, Stephen F. Smith |
| 2009 | FlAIRS | Just-in-Time Backfilling in Multi-Agent Scheduling. | Anthony Gallagher, Luke Hunsberger, Stephen F. Smith |
| 2009 | IJCAI | Strengthening Schedules through Uncertainty Analysis Agents. | Laura M. Hiatt, Terry L. Zimmerman, Stephen F. Smith, Reid G. Simmons |
| 2008 | AAAI | RADAR: A Personal Assistant that Learns to Reduce Email Overload. | Michael Freed, Jaime G. Carbonell, Geoffrey J. Gordon, Jordan Hayes, Brad A. Myers, Daniel P. Siewiorek, Stephen F. Smith, Aaron Steinfeld, Anthony Tomasic |
| 2008 | CPAIOR | Hybrid Variants for Iterative Flattening Search. | Angelo Oddi, Amedeo Cesta, Nicola Policella, Stephen F. Smith |
| 2008 | FlAIRS | Recovering from Inconsistency in Distributed Simple Temporal Networks. | Anthony Gallagher, Stephen F. Smith |
| 2008 | GECCO | Evolving cooperative control on sparsely distributed tasks for UAV teams without global communication. | Gregory J. Barlow, Choong K. Oh, Stephen F. Smith |
| 2008 | UAI | New Techniques for Algorithm Portfolio Design. | Matthew J. Streeter, Stephen F. Smith |
| 2007 | AAAI | Understanding Performance Tradeoffs in Algorithms for Solving Oversubscribed Scheduling. | Laurence A. Kramer, Laura Barbulescu, Stephen F. Smith |
| 2007 | AAAI | Combining Multiple Heuristics Online. | Matthew J. Streeter, Daniel Golovin, Stephen F. Smith |
| 2007 | AAAI | Restart Schedules for Ensembles of Problem Instances. | Matthew J. Streeter, Daniel Golovin, Stephen F. Smith |
| 2006 | AAAI | An Asymptotically Optimal Algorithm for the Max k-Armed Bandit Problem. | Matthew J. Streeter, Stephen F. Smith |
| 2006 | CP | A Simple Distribution-Free Approach to the Max | Matthew J. Streeter, Stephen F. Smith |
| 2006 | SMC | Scheduling with Uncertain Resources: Search for a Near-Optimal Solution. | Eugene Fink, P. Matthew Jennings, Ulas Bardak, Jean Oh, Stephen F. Smith, Jaime G. Carbonell |
| 2005 | AAAI | The Max | Vincent A. Cicirello, Stephen F. Smith |
| 2005 | AAAI | Exploiting Temporal Flexibility to Obtain High Quality Schedules. | Nicola Policella, Xiaofang Wang, Stephen F. Smith, Angelo Oddi |
| 2004 | AAAI | CMRadar: A Personal Assistant Agent for Calendar Management. | Pragnesh Jay Modi, Manuela M. Veloso, Stephen F. Smith, Jean Oh |
| 2004 | CP | Heuristic Selection for Stochastic Search Optimization: Modeling Solution Quality by Extreme Value Theory. | Vincent A. Cicirello, Stephen F. Smith |
| 2004 | CP | Generating Robust Partial Order Schedules. | Nicola Policella, Angelo Oddi, Stephen F. Smith, Amedeo Cesta |
| 2004 | ECAI | Local Search for Heuristic Guidance in Tree Search. | Alexander Nareyek, Stephen F. Smith, Christian M. Ohler |
| 2004 | PATAT | Learning User Preferences in Distributed Calendar Scheduling. | Jean Oh, Stephen F. Smith |
| 2003 | IJCAI | Maximizing Flexibility: A Retraction Heuristic for Oversubscribed Scheduling Problems. | Laurence A. Kramer, Stephen F. Smith |
| 2003 | WSC | Supply chain planning: a reinforcement learning approach to production planning in the fabrication/fulfillment manufacturing process. | Heng Cao, Haifeng Xi, Stephen F. Smith |
| 2002 | CP | Amplification of Search Performance through Randomization of Heuristics. | Vincent A. Cicirello, Stephen F. Smith |
| 2001 | ISADS | Ant Colony Control for Autonomous Decentralized Shop Floor Routing. | Vincent A. Cicirello, Stephen F. Smith |
| 2000 | AAAI | Iterative Flattening: A Scalable Method for Solving Multi-Capacity Scheduling Problems. | Amedeo Cesta, Angelo Oddi, Stephen F. Smith |
| 2000 | GECCO | Modeling GA Performance for Control Parameter Optimization. | Vincent A. Cicirello, Stephen F. Smith |
| 1999 | CEC | The GENIE is out! (Who needs fitness to evolve?). | Stephen Chen, Stephen F. Smith, Cesar Guerra-Salcedo |
| 1999 | CEC | Fast and accurate feature selection using hybrid genetic strategies. | Cesar Guerra-Salcedo, Stephen Chen, Darrell Whitley, Stephen F. Smith |
| 1999 | GECCO | Non-Standard Crossover for a Standard Representation - Commonality-Based Feature Subset Selection. | Stephen Y. Chen, Cesar Guerra-Salcedo, Stephen F. Smith |
| 1999 | GECCO | Introducing a New Advantage of Crossover: Commonality-Based Selection. | Stephen Y. Chen, Stephen F. Smith |
| 1999 | GECCO | Improving Genetic Algorithms by Search Space Reductions (with Applications to Flow Shop Scheduling). | Stephen Y. Chen, Stephen F. Smith |
| 1999 | IJCAI | An Iterative Sampling Procedure for Resource Constrained Project Scheduling with Time Windows. | Amedeo Cesta, Angelo Oddi, Stephen F. Smith |
| 1998 | CP | Scheduling Multi-capacitated Resources Under Complex Temporal Constraints. | Amedeo Cesta, Angelo Oddi, Stephen F. Smith |
| 1998 | FOGA | Putting the "Genetics" Back into Genetic Algorithms (Reconsidering the Role of Crossover in Hybrid Operators). | Stephen Y. Chen, Stephen F. Smith |
| 1997 | AAAI | Blackboard Agents for Mixed-Initiative Management of Integrated Process-Planning/Production-Scheduling Solutions Across the Supply Chain. | David W. Hildum, Norman M. Sadeh, Thomas J. Laliberty, John McA'Nulty, Stephen F. Smith, Dag Kjenstad |
| 1997 | AAAI | Stochastic Procedures for Generating Feasible Schedules. | Angelo Oddi, Stephen F. Smith |
| 1994 | AAAI | Generating Feasible Schedules under Complex Metric Constraints. | Cheng-Chung Cheng, Stephen F. Smith |
| 1994 | ECAI | A High Performance Scheduler for an Automated Chemistry Workstation. | Robert J. Aarts, Stephen F. Smith |
| 1993 | AAAI | Slack-Based Heuristics for Constraint Satisfaction Scheduling. | Stephen F. Smith, Cheng-Chung Cheng |
| 1992 | AAAI | COGIN: Symbolic Induction with Genetic Algorithms. | David Perry Greene, Stephen F. Smith |
| 1991 | ICRA | Coordinating Space Telescope operations in an integrated planning and scheduling architecture. | Nicola Muscettola, Stephen F. Smith, Amedeo Cesta, Daniela D'Aloisi |
| 1988 | AAAI | Reactive Plan Revision. | Peng Si Ow, Stephen F. Smith, Alfred Thirlez |
| 1987 | IJCAI | A Probabilistic Framework for Resource-Constrained Multi-Agent Planning. | Nicola Muscettola, Stephen F. Smith |
| 1985 | IJCAI | The Use of Multiple Problem Decompositions in Time Constrained Planning Tasks. | Stephen F. Smith, Peng Si Ow |
| 1983 | IJCAI | Flexible Learning of Problem Solving Heuristics Through Adaptive Search. | Stephen F. Smith |