| 1997 | SC | Molecular Dynamics Simulation of Large-Scale Carbon Nanotubes on a Shared-Memory Architecture. | Deepak Srivastava, Stephen T. Barnard |
| 1995 | SC | PMRSB: Parallel Multilevel Recursive Spectral Bisection. | Stephen T. Barnard |
| 1993 | SC | A spectral algorithm for envelope reduction of sparse matrices. | Stephen T. Barnard, Alex Pothen, Horst D. Simon |
| 1992 | SC | Towards a Fast Implementation of Spectral Nested Dissection. | Alex Pothen, Horst D. Simon, Lie Wang, Stephen T. Barnard |
| 1990 | PPSN | Adaptation in Signal Spaces. | Stephen T. Barnard, Aviv Bergman |
| 1987 | IJCAI | Stereo Matching by Hierarchical, Microcanonical Annealing. | Stephen T. Barnard |
| 1986 | AAAI | A Stochastic Approach to Stereo Vision. | Stephen T. Barnard |
| 1983 | IJCAI | Three-Dimensional Shape From Line Drawings. | Stephen T. Barnard, Alex Pentland |
| 1982 | AAAI | Modeling and Using Physical Constraints in Scene Analysis. | Martin A. Fischler, Stephen T. Barnard, Robert C. Bolles, Michael R. Lowry, L. H. Quam, G. Smith, Andrew P. Witkin |
| 1980 | AAAI | Automated Inspection Using Gray-Scale Statistics. | Stephen T. Barnard |