| 2026 | WACV | RemEdit: Efficient Diffusion Editing with Riemannian Geometry. | Eashan Adhikarla, Brian D. Davison |
| 2026 | WACV | From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision. | Eashan Adhikarla, Kai Zhang, Gong Chen, John W. Nicholson, Brian D. Davison |
| 2024 | ICPR | Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement. | Eashan Adhikarla, Kai Zhang, Rosaura G. VidalMata, Manjushree B. Aithal, Nikhil Ambha Madhusudhana, John W. Nicholson, Lichao Sun, Brian D. Davison |
| 2024 | SIGIR | Unbiased Learning-to-Rank Needs Unconfounded Propensity Estimation. | Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Chenliang Li, Dawei Yin, Brian D. Davison |
| 2023 | WSDM | Model-based Unbiased Learning to Rank. | Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Dawei Yin, Brian D. Davison |
| 2022 | WWW | StruBERT: Structure-aware BERT for Table Search and Matching. | Mohamed Trabelsi, Zhiyu Chen, Shuo Zhang, Brian D. Davison, Jeff Heflin |
| 2021 | BMVC | Deep Least Squares Alignment for Unsupervised Domain Adaptation. | Youshan Zhang, Brian D. Davison |
| 2021 | CBMI | Correlated Adversarial Joint Discrepancy Adaptation Network. | Youshan Zhang, Brian D. Davison |
| 2021 | CIKM | MGNETS: Multi-Graph Neural Networks for Table Search. | Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Dawei Yin, Brian D. Davison |
| 2021 | CVPR | Efficient Pre-Trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation. | Youshan Zhang, Brian D. Davison |
| 2021 | CVPR | Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation. | Youshan Zhang, Brian D. Davison |
| 2021 | ICIP | Enhanced Separable Disentanglement for Unsupervised Domain Adaptation. | Youshan Zhang, Brian D. Davison |
| 2021 | WWW | IP Geolocation Using Traceroute Location Propagation and IP Range Location Interpolation. | Ovidiu Dan, Vaibhav Parikh, Brian D. Davison |
| 2021 | SIGIR | WTR: A Test Collection for Web Table Retrieval. | Zhiyu Chen, Shuo Zhang, Brian D. Davison |
| 2021 | WACV | Adversarial Reinforcement Learning for Unsupervised Domain Adaptation. | Youshan Zhang, Hui Ye, Brian D. Davison |
| 2020 | ECIR | Leveraging Schema Labels to Enhance Dataset Search. | Zhiyu Chen, Haiyan Jia, Jeff Heflin, Brian D. Davison |
| 2020 | ICML | Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification. | Hui Ye, Zhiyu Chen, Da-Han Wang, Brian D. Davison |
| 2020 | ICPR | Adversarial Continuous Learning in Unsupervised Domain Adaptation. | Youshan Zhang, Brian D. Davison |
| 2020 | SIGIR | Table Search Using a Deep Contextualized Language Model. | Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison |
| 2020 | WACV | Impact of ImageNet Model Selection on Domain Adaptation. | Youshan Zhang, Brian D. Davison |
| 2019 | BMVC | Transductive Learning Via Improved Geodesic Sampling. | Youshan Zhang, Sihong Xie, Brian D. Davison |
| 2019 | CBMI | ShapeNet: Age-focused Landmark Shape Prediction with Regressive CNN. | Youshan Zhang, Brian D. Davison |
| 2018 | WWW | Generating Schema Labels through Dataset Content Analysis. | Zhiyu Chen, Haiyan Jia, Jeff Heflin, Brian D. Davison |
| 2018 | SIGIR | Recognizing Quantity Names for Tabular Data. | Yang Yi, Zhiyu Chen, Jeff Heflin, Brian D. Davison |
| 2016 | WSDM | Improving IP Geolocation using Query Logs. | Ovidiu Dan, Vaibhav Parikh, Brian D. Davison |
| 2014 | WSDM | Estimating ad group performance in sponsored search. | Dawei Yin, Bin Cao, Jian-Tao Sun, Brian D. Davison |
| 2014 | WSDM | Exploiting contextual factors for click modeling in sponsored search. | Dawei Yin, Shike Mei, Bin Cao, Jian-Tao Sun, Brian D. Davison |
| 2013 | WSDM | Co-factorization machines: modeling user interests and predicting individual decisions in Twitter. | Liangjie Hong, Aziz S. Doumith, Brian D. Davison |
| 2013 | WSDM | Connecting comments and tags: improved modeling of social tagging systems. | Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison, Cdric Archambeau, Guillaume Bouchard |
| 2012 | ICMLA | Writing with Style: Venue Classification. | Zaihan Yang, Brian D. Davison |
| 2012 | ICMLA | Venue Recommendation: Submitting Your Paper with Style. | Zaihan Yang, Brian D. Davison |
| 2012 | SIGIR | Learning to rank social update streams. | Liangjie Hong, Ron Bekkerman, Joseph Adler, Brian D. Davison |
| 2011 | AAAI | Normalizing Microtext. | Zhenzhen Xue, Dawei Yin, Brian D. Davison |
| 2011 | AAAI | Temporal Dynamics of User Interests in Tagging Systems. | Dawei Yin, Liangjie Hong, Zhenzhen Xue, Brian D. Davison |
| 2011 | CIKM | Hierarchy evolution for improved classification. | Xiaoguang Qi, Brian D. Davison |
| 2011 | CIKM | Structural link analysis and prediction in microblogs. | Dawei Yin, Liangjie Hong, Brian D. Davison |
| 2011 | ICWSM | A Bootstrapping Approach to Identifying Relevant Tweets for Social TV. | Ovidiu Dan, Junlan Feng, Brian D. Davison |
| 2011 | KDD | Tracking trends: incorporating term volume into temporal topic models. | Liangjie Hong, Dawei Yin, Jian Guo, Brian D. Davison |
| 2011 | WWW | Enhancing web search with entity intent. | Na Dai, Xiaoguang Qi, Brian D. Davison |
| 2011 | WWW | Filtering microblogging messages for social TV. | Ovidiu Dan, Junlan Feng, Brian D. Davison |
| 2011 | WWW | Predicting popular messages in Twitter. | Liangjie Hong, Ovidiu Dan, Brian D. Davison |
| 2011 | WWW | Exploiting session-like behaviors in tag prediction. | Dawei Yin, Liangjie Hong, Brian D. Davison |
| 2011 | SIGIR | Learning to rank for freshness and relevance. | Na Dai, Milad Shokouhi, Brian D. Davison |
| 2011 | SIGIR | Multi-objective optimization in learning to rank. | Na Dai, Milad Shokouhi, Brian D. Davison |
| 2011 | SIGIR | Award prediction with temporal citation network analysis. | Zaihan Yang, Dawei Yin, Brian D. Davison |
| 2011 | SIGIR | Link formation analysis in microblogs. | Dawei Yin, Liangjie Hong, Xiong Xiong, Brian D. Davison |
| 2010 | CIKM | Choosing your own adventure: automatic taxonomy generation to permit many paths. | Xiaoguang Qi, Dawei Yin, Zhenzhen Xue, Brian D. Davison |
| 2010 | ECIR | Mining Anchor Text Trends for Retrieval. | Na Dai, Brian D. Davison |
| 2010 | ECIR | Mining Neighbors' Topicality to Better Control Authority Flow. | Na Dai, Brian D. Davison, Yaoshuang Wang |
| 2010 | KDD | Empirical study of topic modeling in Twitter. | Liangjie Hong, Brian D. Davison |
| 2010 | KDD | A probabilistic model for personalized tag prediction. | Dawei Yin, Zhenzhen Xue, Liangjie Hong, Brian D. Davison |
| 2010 | SIGIR | Freshness matters: in flowers, food, and web authority. | Na Dai, Brian D. Davison |
| 2010 | SIGIR | Capturing page freshness for web search. | Na Dai, Brian D. Davison |
| 2009 | CIKM | Vetting the links of the web. | Na Dai, Brian D. Davison |
| 2009 | SIGIR | A classification-based approach to question answering in discussion boards. | Liangjie Hong, Brian D. Davison |
| 2009 | SIGIR | Counting ancestors to estimate authority. | Jian Wang, Brian D. Davison |
| 2008 | CIKM | Explorations in tag suggestion and query expansion. | Jian Wang, Brian D. Davison |
| 2008 | SIGIR | Separate and inequal: preserving heterogeneity in topical authority flows. | Lan Nie, Brian D. Davison |
| 2008 | SIGIR | Classifiers without borders: incorporating fielded text from neighboring web pages. | Xiaoguang Qi, Brian D. Davison |
| 2007 | AAAI | From Whence Does Your Authority Come? Utilizing Community Relevance in Ranking. | Lan Nie, Brian D. Davison, Baoning Wu |
| 2007 | IWCMC | SHIM: a scalable hierarchical inter-domain multicast approach for disruption tolerant networks. | Qing Ye, Liang Cheng, Mooi Choo Chuah, Brian D. Davison |
| 2007 | WWW | A cautious surfer for PageRank. | Lan Nie, Baoning Wu, Brian D. Davison |
| 2007 | SIGIR | Ranking by community relevance. | Lan Nie, Brian D. Davison, Baoning Wu |
| 2007 | SIGIR | Winnowing wheat from the chaff: propagating trust to sift spam from the web. | Lan Nie, Baoning Wu, Brian D. Davison |
| 2006 | CIKM | Knowing a web page by the company it keeps. | Xiaoguang Qi, Brian D. Davison |
| 2006 | VTC | Store-and-Forward Performance in a DTN. | Mooi Choo Chuah, Peng Yang, Brian D. Davison, Liang Cheng |
| 2006 | VTC | OS-multicast: On-demand Situation-aware Multicasting in Disruption Tolerant Networks. | Qing Ye, Liang Cheng, Mooi Choo Chuah, Brian D. Davison |
| 2006 | WCNC | Performance evaluation of mobility management scheme in DTN. | Mooi Choo Chuah, Vinay Goel, Brian D. Davison |
| 2006 | WWW | Detecting semantic cloaking on the web. | Baoning Wu, Brian D. Davison |
| 2006 | WWW | Topical TrustRank: using topicality to combat web spam. | Baoning Wu, Vinay Goel, Brian D. Davison |
| 2006 | SAC | Undue influence: eliminating the impact of link plagiarism on web search rankings. | Baoning Wu, Brian D. Davison |
| 2006 | SIGIR | Topical link analysis for web search. | Lan Nie, Brian D. Davison, Xiaoguang Qi |
| 2005 | GLOBECOM | Enhanced disruption and fault tolerant network architecture for bundle delivery (EDIFY). | Mooi Choo Chuah, Liang Cheng, Brian D. Davison |
| 2005 | WWW | Hybrid semantic tagging for information extraction. | Ronen Feldman, Binyamin Rosenfeld, Moshe Fresko, Brian D. Davison |
| 2005 | WWW | Identifying link farm spam pages. | Baoning Wu, Brian D. Davison |
| 2004 | WWW | Lessons from a Gnutella-web gateway. | Brian D. Davison, Wei Zhang, Baoning Wu |
| 2003 | WWW | Finding Relevant Website Queries. | Brian D. Davison, David G. Deschenes, David B. Lewanda |
| 2003 | SIGIR | Toward a unification of text and link analysis. | Brian D. Davison |
| 2001 | MASCOTS | HTTP Simulator Validation Using Real Measurements: A Case Study. | Brian D. Davison |
| 2000 | SIGIR | Topical locality in the Web. | Brian D. Davison |
| 1999 | CEC | Effect of global parallelism on the behavior of a steady state genetic algorithm for design optimization. | Khaled Rasheed, Brian D. Davison |
| 1998 | AAAI | Classification Using an Online Genetic Algorithm. | Brian D. Davison |
| 1998 | AAAI | Highest Utility First Search Across Multiple Levels of Stochastic Design. | Louis I. Steinberg, J. Storrs Hall, Brian D. Davison |
| 1998 | KDD | Human Performance on Clustering Web Pages: A Preliminary Study. | Sofus A. Macskassy, Arunava Banerjee, Brian D. Davison, Haym Hirsh |
| 1997 | AAAI | Experiments in UNIX Command Prediction. | Brian D. Davison, Haym Hirsh |
| 1997 | HCI | Toward an Adaptive Command Line Interface. | Brian D. Davison, Haym Hirsh |