| 2003 | ICDM | Statistical Relational Learning for Document Mining. | Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock |
| 2003 | INFOCOM | Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. | Seung-Taek Park, Alexy Khrabrov, David M. Pennock, Steve Lawrence, C. Lee Giles, Lyle H. Ungar |
| 2003 | WWW | Mining the peanut gallery: opinion extraction and semantic classification of product reviews. | Kushal Dave, Steve Lawrence, David M. Pennock |
| 2003 | SIGIR | eBizSearch: a niche search engine for e-business. | C. Lee Giles, Yves Petinot, Pradeep B. Teregowda, Hui Han, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal |
| 2003 | UAI | 1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?". | Shyong K. Lam, David M. Pennock, Dan Cosley, Steve Lawrence |
| 2002 | CIKM | Inferring hierarchical descriptions. | Eric J. Glover, David M. Pennock, Steve Lawrence, Robert Krovetz |
| 2002 | WWW | Extracting query modifications from nonlinear SVMs. | Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles |
| 2002 | WWW | Using web structure for classifying and describing web pages. | Eric J. Glover, Kostas Tsioutsiouliklis, Steve Lawrence, David M. Pennock, Gary William Flake |
| 2002 | VLDB | REFEREE: An Open Framework for Practical Testing of Recommender Systems using ResearchIndex. | Dan Cosley, Steve Lawrence, David M. Pennock |
| 2001 | KDD | Extracting collective probabilistic forecasts from web games. | David M. Pennock, Steve Lawrence, Finn rup Nielsen, C. Lee Giles |
| 2001 | WWW | Learning search engine specific query transformations for question answering. | Eugene Agichtein, Steve Lawrence, Luis Gravano |
| 2001 | UAI | Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments. | Alexandrin Popescul, Lyle H. Ungar, David M. Pennock, Steve Lawrence |
| 2000 | CIKM | DEADLINER: Building a New Niche Search Engine. | Andries Kruger, C. Lee Giles, Frans Coetzee, Eric J. Glover, Gary William Flake, Steve Lawrence, Christian W. Omlin |
| 2000 | CIKM | Persistence of information on the web: Analyzing citations contained in research articles. | Steve Lawrence, Frans Coetzee, Gary William Flake, David M. Pennock, Robert Krovetz, Finn rup Nielsen, Andries Kruger, C. Lee Giles |
| 2000 | IJCNN | Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. | Steve Lawrence, C. Lee Giles |
| 2000 | KDD | Efficient identification of Web communities. | Gary William Flake, Steve Lawrence, C. Lee Giles |
| 2000 | UAI | Bayesian Classification and Feature Selection from Finite Data Sets. | Frans Coetzee, Steve Lawrence, C. Lee Giles |
| 2000 | UAI | Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. | David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles |
| 2000 | VLDB | Focused Crawling Using Context Graphs. | Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles, Marco Gori |
| 1999 | CIKM | Architecture of a Metasearch Engine That Supports User Information Needs. | Eric J. Glover, Steve Lawrence, William P. Birmingham, C. Lee Giles |
| 1999 | CIKM | Indexing and Retrieval of Scientific Literature. | Steve Lawrence, Kurt Bollacker, C. Lee Giles |
| 1999 | PDPTA | Text and Image Metasearch on the Web. | Steve Lawrence, C. Lee Giles |
| 1997 | AAAI | Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. | C. Lee Giles, Steve Lawrence |
| 1997 | AAAI | Lessons in Neural Network Training: Overfitting May be Harder than Expected. | Steve Lawrence, C. Lee Giles, Ah Chung Tsoi |
| 1996 | CVPR | Convolutional Neural Networks for Face Recognition. | Steve Lawrence, C. Lee Giles, Ah Chung Tsoi |
| 1995 | IJCAI | Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. | Steve Lawrence, Sandiway Fong, C. Lee Giles |