| 2017 | ECIR | Counteracting Novelty Decay in First Story Detection. | Yumeng Qin, Dominik Wurzer, Victor Lavrenko, Cunchen Tang |
| 2015 | ACL | Tracking unbounded Topic Streams. | Dominik Wurzer, Victor Lavrenko, Miles Osborne |
| 2015 | ECIR | Graph Regularised Hashing. | Sean Moran, Victor Lavrenko |
| 2015 | EMNLP | Twitter-scale New Event Detection via K-term Hashing. | Dominik Wurzer, Victor Lavrenko, Miles Osborne |
| 2015 | NAACL | Sampling Techniques for Streaming Cross Document Coreference Resolution. | Luke Shrimpton, Victor Lavrenko, Miles Osborne |
| 2015 | SIGIR | Regularised Cross-Modal Hashing. | Sean Moran, Victor Lavrenko |
| 2014 | COLING | Query-by-Example Image Retrieval using Visual Dependency Representations. | Desmond Elliott, Victor Lavrenko, Frank Keller |
| 2013 | ACL | Variable Bit Quantisation for LSH. | Sean Moran, Victor Lavrenko, Miles Osborne |
| 2013 | SIGIR | Neighbourhood preserving quantisation for LSH. | Sean Moran, Victor Lavrenko, Miles Osborne |
| 2012 | LREC | The BladeMistress Corpus: From Talk to Action in Virtual Worlds. | Anton Leuski, Carsten Eickhoff, James Ganis, Victor Lavrenko |
| 2012 | NAACL | Using paraphrases for improving first story detection in news and Twitter. | Sasa Petrovic, Miles Osborne, Victor Lavrenko |
| 2011 | BMVC | Optimal Tag Sets for Automatic Image Annotation. | Sean Moran, Victor Lavrenko |
| 2011 | IJCAI | Relevance Feedback between Web Search and the Semantic Web. | Harry Halpin, Victor Lavrenko |
| 2011 | ICWSM | RT to Win! Predicting Message Propagation in Twitter. | Sasa Petrovic, Miles Osborne, Victor Lavrenko |
| 2010 | CIKM | Fast query expansion using approximations of relevance models. | Marc-Allen Cartright, James Allan, Victor Lavrenko, Andrew McGregor |
| 2010 | NAACL | Streaming First Story Detection with application to Twitter. | Sasa Petrovic, Miles Osborne, Victor Lavrenko |
| 2010 | SIGIR | Introduction to probabilistic models in IR. | Victor Lavrenko |
| 2009 | ICWSM | Large Scale Book Annotation with Social Tags. | Sharon Givon, Victor Lavrenko |
| 2009 | RecSys | Predicting social-tags for cold start book recommendations. | Sharon Givon, Victor Lavrenko |
| 2007 | NAACL | Information Retrieval On Empty Fields. | Victor Lavrenko, Xing Yi, James Allan |
| 2006 | CIKM | Tracking dragon-hunters with language models. | Anton Leuski, Victor Lavrenko |
| 2006 | EMNLP | Sentiment Retrieval using Generative Models. | Koji Eguchi, Victor Lavrenko |
| 2004 | CVPR | Multiple Bernoulli Relevance Models for Image and Video Annotation. | Shaolei Feng, Raghavan Manmatha, Victor Lavrenko |
| 2004 | ICASSP | Statistical models for automatic video annotation and retrieval. | Victor Lavrenko, Shaolei Feng, Raghavan Manmatha |
| 2004 | SIGIR | Language-specific models in multilingual topic tracking. | Leah S. Larkey, Fangfang Feng, Margaret E. Connell, Victor Lavrenko |
| 2004 | SIGIR | Formal multiple-bernoulli models for language modeling. | Donald Metzler, Victor Lavrenko, W. Bruce Croft |
| 2004 | SIGIR | A search engine for historical manuscript images. | Toni M. Rath, R. Manmatha, Victor Lavrenko |
| 2003 | SIGIR | Automatic image annotation and retrieval using cross-media relevance models. | Jiwoon Jeon, Victor Lavrenko, R. Manmatha |
| 2003 | SIGIR | Music modeling with random fields. | Victor Lavrenko, Jeremy Pickens |
| 2002 | ECIR | Optimal Mixture Models in IR. | Victor Lavrenko |
| 2002 | SIGIR | Cross-lingual relevance models. | Victor Lavrenko, Martin Choquette, W. Bruce Croft |
| 2001 | NAACL | Monitoring the News: a TDT demonstration system. | David Frey, Rahul Gupta, Vikas Khandelwal, Victor Lavrenko, Anton Leuski, James Allan |
| 2001 | SIGIR | Relevance-Based Language Models. | Victor Lavrenko, W. Bruce Croft |
| 2000 | CIKM | First Story Detection In TDT Is Hard. | James Allan, Victor Lavrenko, Hubert Jin |
| 2000 | CIKM | Language Models for Financial News Recommendation. | Victor Lavrenko, Matthew D. Schmill, Dawn J. Lawrie, Paul Ogilvie, David D. Jensen, James Allan |
| 1998 | SIGIR | On-Line New Event Detection and Tracking. | James Allan, Ron Papka, Victor Lavrenko |