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Brian D. Davison 0001
Person information
- affiliation: Lehigh University, Bethlehem, PA, USA
- affiliation (PhD 2002): Rutgers University, New Brunswick, NJ, USA
Other persons with the same name
- Brian D. Davison 0002 — Brigham and Women's Hospital, Boston, MA, USA
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2020 – today
- 2024
- [c116]Eashan Adhikarla
, Kai Zhang
, Rosaura G. VidalMata
, Manjushree B. Aithal
, Nikhil Ambha Madhusudhana
, John W. Nicholson
, Lichao Sun
, Brian D. Davison
:
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement. ICPR (29) 2024: 260-275 - [c115]Dan Luo
, Lixin Zou
, Qingyao Ai
, Zhiyu Chen
, Chenliang Li
, Dawei Yin
, Brian D. Davison
:
Unbiased Learning-to-Rank Needs Unconfounded Propensity Estimation. SIGIR 2024: 1535-1545 - [i26]Jun Yu, Yutong Dai, Xiaokang Liu, Jin Huang, Yishan Shen, Ke Zhang, Rong Zhou, Eashan Adhikarla
, Wenxuan Ye, Yixin Liu, Zhaoming Kong, Kai Zhang, Yilong Yin, Vinod Namboodiri, Brian D. Davison, Jason H. Moore, Yong Chen:
Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras. CoRR abs/2404.18961 (2024) - [i25]Eashan Adhikarla
, Kai Zhang, Rosaura G. VidalMata, Manjushree B. Aithal, Nikhil Ambha Madhusudhana, John W. Nicholson, Lichao Sun, Brian D. Davison:
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement. CoRR abs/2407.13170 (2024) - [i24]Eashan Adhikarla
, Kai Zhang, John W. Nicholson, Brian D. Davison:
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement. CoRR abs/2408.09650 (2024) - 2023
- [c114]Dan Luo
, Lixin Zou
, Qingyao Ai
, Zhiyu Chen
, Dawei Yin
, Brian D. Davison
:
Model-based Unbiased Learning to Rank. WSDM 2023: 895-903 - [i23]Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Chenliang Li, Dawei Yin, Brian D. Davison:
Unconfounded Propensity Estimation for Unbiased Ranking. CoRR abs/2305.09918 (2023) - [i22]Kai Zhang, Jun Yu, Zhiling Yan, Yixin Liu, Eashan Adhikarla
, Sunyang Fu, Xun Chen, Chen Chen, Yuyin Zhou, Xiang Li, Lifang He, Brian D. Davison, Quanzheng Li, Yong Chen, Hongfang Liu, Lichao Sun:
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks. CoRR abs/2305.17100 (2023) - [i21]Youshan Zhang, Brian D. Davison:
Deep Feature Registration for Unsupervised Domain Adaptation. CoRR abs/2310.16100 (2023) - [i20]Eashan Adhikarla
, Kai Zhang, Jun Yu, Lichao Sun, John W. Nicholson, Brian D. Davison:
Robust Computer Vision in an Ever-Changing World: A Survey of Techniques for Tackling Distribution Shifts. CoRR abs/2312.01540 (2023) - 2022
- [j21]Ovidiu Dan
, Vaibhav Parikh, Brian D. Davison
:
IP Geolocation through Reverse DNS. ACM Trans. Internet Techn. 22(1): 17:1-17:29 (2022) - [j20]Ovidiu Dan, Vaibhav Parikh, Brian D. Davison
:
IP Geolocation through Geographic Clicks. ACM Trans. Spatial Algorithms Syst. 8(1): 1-22 (2022) - [c113]Mohamed Trabelsi, Zhiyu Chen, Shuo Zhang, Brian D. Davison
, Jeff Heflin
:
StruBERT: Structure-aware BERT for Table Search and Matching. WWW 2022: 442-451 - [i19]Eashan Adhikarla, Dan Luo, Brian D. Davison:
Memory Defense: More Robust Classification via a Memory-Masking Autoencoder. CoRR abs/2202.02595 (2022) - [i18]Mohamed Trabelsi, Zhiyu Chen, Shuo Zhang, Brian D. Davison, Jeff Heflin:
StruBERT: Structure-aware BERT for Table Search and Matching. CoRR abs/2203.14278 (2022) - [i17]Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Dawei Yin, Brian D. Davison:
Model-based Unbiased Learning to Rank. CoRR abs/2207.11785 (2022) - 2021
- [j19]Mohamed Trabelsi
, Zhiyu Chen, Brian D. Davison
, Jeff Heflin
:
Neural ranking models for document retrieval. Inf. Retr. J. 24(6): 400-444 (2021) - [j18]Youshan Zhang
, Brian D. Davison:
Domain adaptation for object recognition using subspace sampling demons. Multim. Tools Appl. 80(15): 23255-23274 (2021) - [j17]Wei Wang
, Feng Xia
, Jian Wu, Zhiguo Gong, Hanghang Tong, Brian D. Davison
:
Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction. ACM Trans. Knowl. Discov. Data 15(3): 40:1-40:19 (2021) - [c112]Youshan Zhang, Brian D. Davison:
Deep Least Squares Alignment for Unsupervised Domain Adaptation. BMVC 2021: 3 - [c111]Youshan Zhang, Brian D. Davison:
Correlated Adversarial Joint Discrepancy Adaptation Network. CBMI 2021: 1-6 - [c110]Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin
, Dawei Yin, Brian D. Davison
:
MGNETS: Multi-Graph Neural Networks for Table Search. CIKM 2021: 2945-2949 - [c109]Youshan Zhang, Brian D. Davison:
Weighted Pseudo Labeling Refinement for Plant Identification. CLEF (Working Notes) 2021: 1659-1667 - [c108]Youshan Zhang, Brian D. Davison:
Efficient Pre-Trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation. CVPR Workshops 2021: 2719-2728 - [c107]Youshan Zhang, Brian D. Davison:
Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation. CVPR Workshops 2021: 4443-4452 - [c106]Jeff Heflin, Brian D. Davison, Haiyan Jia:
Exploring Datasets via Cell-Centric Indexing. DESIRES 2021: 53-60 - [c105]Eashan Adhikarla
, Brian D. Davison
:
Face Mask Detection on Real-World Webcam Images. GoodIT 2021: 139-144 - [c104]Youshan Zhang, Brian D. Davison:
Enhanced Separable Disentanglement for Unsupervised Domain Adaptation. ICIP 2021: 784-788 - [c103]Youshan Zhang
, Brian D. Davison
:
Adversarial Regression Learning for Bone Age Estimation. IPMI 2021: 742-754 - [c102]Zhiyu Chen, Shuo Zhang, Brian D. Davison:
WTR: A Test Collection for Web Table Retrieval. SIGIR 2021: 2514-2520 - [c101]Youshan Zhang, Hui Ye, Brian D. Davison:
Adversarial Reinforcement Learning for Unsupervised Domain Adaptation. WACV 2021: 635-644 - [c100]Ovidiu Dan, Vaibhav Parikh, Brian D. Davison:
IP Geolocation Using Traceroute Location Propagation and IP Range Location Interpolation. WWW (Companion Volume) 2021: 332-338 - [i16]Mohamed Trabelsi, Zhiyu Chen, Brian D. Davison, Jeff Heflin:
Neural Ranking Models for Document Retrieval. CoRR abs/2102.11903 (2021) - [i15]Youshan Zhang, Brian D. Davison:
Adversarial Regression Learning for Bone Age Estimation. CoRR abs/2103.06149 (2021) - [i14]Youshan Zhang, Brian D. Davison:
Efficient Pre-trained Features and Recurrent Pseudo-Labeling inUnsupervised Domain Adaptation. CoRR abs/2104.13486 (2021) - [i13]Youshan Zhang, Brian D. Davison:
Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation. CoRR abs/2105.02089 (2021) - [i12]Zhiyu Chen, Shuo Zhang, Brian D. Davison:
WTR: A Test Collection for Web Table Retrieval. CoRR abs/2105.02354 (2021) - [i11]Youshan Zhang, Brian D. Davison:
Correlated Adversarial Joint Discrepancy Adaptation Network. CoRR abs/2105.08808 (2021) - [i10]Youshan Zhang, Brian D. Davison:
Enhanced Separable Disentanglement for Unsupervised Domain Adaptation. CoRR abs/2106.11915 (2021) - [i9]Youshan Zhang, Brian D. Davison, Vivien W. Talghader, Zhiyu Chen, Zhiyong Xiao, Gary J. Kunkel:
Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net. CoRR abs/2106.12054 (2021) - [i8]Youshan Zhang, Brian D. Davison:
Deep Least Squares Alignment for Unsupervised Domain Adaptation. CoRR abs/2111.02207 (2021) - 2020
- [j16]Sicong Kuang
, Brian D. Davison:
Learning class-specific word embeddings. J. Supercomput. 76(10): 8265-8292 (2020) - [j15]Sicong Kuang
, Brian D. Davison:
Correction to: Learning class-specific word embeddings. J. Supercomput. 76(10): 8293 (2020) - [c99]Mohamed Trabelsi, Zhiyu Chen, Brian D. Davison, Jeff Heflin:
A Hybrid Deep Model for Learning to Rank Data Tables. IEEE BigData 2020: 979-986 - [c98]Mohamed Trabelsi, Zhiyu Chen, Brian D. Davison, Jeff Heflin:
Relational Graph Embeddings for Table Retrieval. IEEE BigData 2020: 3005-3014 - [c97]Drake Johnson, Keith Register, Brian D. Davison, Jeff Heflin:
An Exploratory Interface for Dataset Repositories Using Cell-Centric Indexing. IEEE BigData 2020: 5716-5718 - [c96]Youshan Zhang, Brian D. Davison:
Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge. CLEF (Working Notes) 2020 - [c95]Zhiyu Chen
, Haiyan Jia
, Jeff Heflin
, Brian D. Davison
:
Leveraging Schema Labels to Enhance Dataset Search. ECIR (1) 2020: 267-280 - [c94]Hui Ye, Zhiyu Chen, Da-Han Wang, Brian D. Davison:
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification. ICML 2020: 10809-10819 - [c93]Youshan Zhang, Brian D. Davison:
Adversarial Continuous Learning in Unsupervised Domain Adaptation. ICPR Workshops (2) 2020: 672-687 - [c92]Lixuan Qiu, Haiyan Jia, Brian D. Davison, Jeff Heflin:
An Architecture for Cell-Centric Indexing of Datasets. ASLD@ISWC 2020: 82-96 - [c91]Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Brian D. Davison:
Towards Knowledge Acquisition of Metadata on AI Progress. ISWC (Demos/Industry) 2020: 232-237 - [c90]Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison:
Table Search Using a Deep Contextualized Language Model. SIGIR 2020: 589-598 - [c89]Youshan Zhang, Brian D. Davison:
Impact of ImageNet Model Selection on Domain Adaptation. WACV Workshops 2020: 173-182 - [i7]Zhiyu Chen, Haiyan Jia, Jeff Heflin, Brian D. Davison:
Leveraging Schema Labels to Enhance Dataset Search. CoRR abs/2001.10112 (2020) - [i6]Youshan Zhang, Brian D. Davison:
Impact of ImageNet Model Selection on Domain Adaptation. CoRR abs/2002.02559 (2020) - [i5]Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison:
Table Search Using a Deep Contextualized Language Model. CoRR abs/2005.09207 (2020) - [i4]Hui Ye, Zhiyu Chen, Da-Han Wang, Brian D. Davison:
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification. CoRR abs/2007.02439 (2020) - [i3]Youshan Zhang, Brian D. Davison:
Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge. CoRR abs/2009.09289 (2020)
2010 – 2019
- 2019
- [c88]Mohamed Trabelsi, Brian D. Davison, Jeff Heflin
:
Improved Table Retrieval Using Multiple Context Embeddings for Attributes. IEEE BigData 2019: 1238-1244 - [c87]Youshan Zhang, Sihong Xie, Brian D. Davison:
Transductive Learning Via Improved Geodesic Sampling. BMVC 2019: 122 - [c86]Youshan Zhang, Brian D. Davison:
ShapeNet: Age-focused Landmark Shape Prediction with Regressive CNN. CBMI 2019: 1-6 - [i2]Youshan Zhang, Brian D. Davison:
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet. CoRR abs/1904.02322 (2019) - 2018
- [j14]Brian D. Davison
:
Editorial. ACM Trans. Web 12(2) (2018) - [c85]Sicong Kuang
, Brian D. Davison
:
Class-Specific Word Embedding through Linear Compositionality. BigComp 2018: 390-397 - [c84]Sicong Kuang
, Brian D. Davison
:
Numeric-Attribute-Powered Sentence Embedding. BigComp 2018: 623-626 - [c83]Ovidiu Dan, Vaibhav Parikh, Brian D. Davison
:
Distributed Reverse DNS Geolocation. IEEE BigData 2018: 1581-1586 - [c82]Yang Yi, Zhiyu Chen, Jeff Heflin, Brian D. Davison:
Recognizing Quantity Names for Tabular Data. ProfS/KG4IR/Data:Search@SIGIR 2018: 68-73 - [c81]Zhiyu Chen, Haiyan Jia, Jeff Heflin
, Brian D. Davison:
Generating Schema Labels through Dataset Content Analysis. WWW (Companion Volume) 2018: 1515-1522 - [e4]Kevyn Collins-Thompson, Qiaozhu Mei, Brian D. Davison, Yiqun Liu, Emine Yilmaz:
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018. ACM 2018 [contents] - [i1]Ovidiu Dan, Vaibhav Parikh, Brian D. Davison:
IP Geolocation through Reverse DNS. CoRR abs/1811.04288 (2018) - 2016
- [j13]Ovidiu Dan, Brian D. Davison
:
Measuring and Predicting Search Engine Users' Satisfaction. ACM Comput. Surv. 49(1): 18:1-18:35 (2016) - [c80]Ovidiu Dan, Vaibhav Parikh, Brian D. Davison
:
Improving IP Geolocation using Query Logs. WSDM 2016: 347-356 - 2014
- [c79]Zaihan Yang, Dawei Yin, Brian D. Davison
:
Recommendation in Academia: A joint multi-relational model. ASONAM 2014: 566-571 - [c78]Dawei Yin, Shike Mei, Bin Cao
, Jian-Tao Sun, Brian D. Davison
:
Exploiting contextual factors for click modeling in sponsored search. WSDM 2014: 113-122 - [c77]Dawei Yin, Bin Cao
, Jian-Tao Sun, Brian D. Davison
:
Estimating ad group performance in sponsored search. WSDM 2014: 143-152 - 2013
- [c76]Zaihan Yang, Liangjie Hong, Brian D. Davison
:
Academic network analysis: a joint topic modeling approach. ASONAM 2013: 324-333 - [c75]Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison
, Cédric Archambeau, Guillaume Bouchard:
Connecting comments and tags: improved modeling of social tagging systems. WSDM 2013: 547-556 - [c74]Liangjie Hong, Aziz S. Doumith, Brian D. Davison
:
Co-factorization machines: modeling user interests and predicting individual decisions in Twitter. WSDM 2013: 557-566 - 2012
- [c73]Zaihan Yang, Brian D. Davison
:
Writing with Style: Venue Classification. ICMLA (1) 2012: 250-255 - [c72]Zaihan Yang, Brian D. Davison
:
Venue Recommendation: Submitting Your Paper with Style. ICMLA (1) 2012: 681-686 - [c71]Zaihan Yang, Brian D. Davison
:
Distinguishing venues by writing styles. JCDL 2012: 371-372 - [c70]Liangjie Hong, Ron Bekkerman, Joseph Adler, Brian D. Davison
:
Learning to rank social update streams. SIGIR 2012: 651-660 - 2011
- [j12]Na Dai, Brian D. Davison
:
Topic-Sensitive Search Engine Evaluation. Online Inf. Rev. 35(6): 893-908 (2011) - [c69]Zhenzhen Xue, Dawei Yin, Brian D. Davison:
Normalizing Microtext. Analyzing Microtext 2011 - [c68]Dawei Yin, Liangjie Hong, Zhenzhen Xue, Brian D. Davison:
Temporal Dynamics of User Interests in Tagging Systems. AAAI 2011: 1279-1285 - [c67]Dawei Yin, Liangjie Hong, Brian D. Davison
:
Structural link analysis and prediction in microblogs. CIKM 2011: 1163-1168 - [c66]Xiaoguang Qi, Brian D. Davison
:
Hierarchy evolution for improved classification. CIKM 2011: 2193-2196 - [c65]Na Dai, Xiaoguang Qi, Brian D. Davison
:
Bridging link and query intent to enhance web search. HT 2011: 17-26 - [c64]Ovidiu Dan, Junlan Feng
, Brian D. Davison:
A Bootstrapping Approach to Identifying Relevant Tweets for Social TV. ICWSM 2011 - [c63]Liangjie Hong, Dawei Yin, Jian Guo, Brian D. Davison
:
Tracking trends: incorporating term volume into temporal topic models. KDD 2011: 484-492 - [c62]Na Dai, Milad Shokouhi, Brian D. Davison
:
Learning to rank for freshness and relevance. SIGIR 2011: 95-104 - [c61]Zaihan Yang, Dawei Yin, Brian D. Davison
:
Award prediction with temporal citation network analysis. SIGIR 2011: 1203-1204 - [c60]Dawei Yin, Liangjie Hong, Xiong Xiong, Brian D. Davison
:
Link formation analysis in microblogs. SIGIR 2011: 1235-1236 - [c59]Na Dai, Milad Shokouhi, Brian D. Davison
:
Multi-objective optimization in learning to rank. SIGIR 2011: 1241-1242 - [c58]Na Dai, Xiaoguang Qi, Brian D. Davison
:
Enhancing web search with entity intent. WWW (Companion Volume) 2011: 29-30 - [c57]Liangjie Hong, Ovidiu Dan, Brian D. Davison
:
Predicting popular messages in Twitter. WWW (Companion Volume) 2011: 57-58 - [c56]Dawei Yin, Liangjie Hong, Brian D. Davison
:
Exploiting session-like behaviors in tag prediction. WWW (Companion Volume) 2011: 167-168 - [c55]Ovidiu Dan, Junlan Feng
, Brian D. Davison
:
Filtering microblogging messages for social TV. WWW (Companion Volume) 2011: 197-200 - 2010
- [j11]Carlos Castillo
, Brian D. Davison
:
Adversarial Web Search. Found. Trends Inf. Retr. 4(5): 377-486 (2010) - [c54]Xiaoguang Qi, Dawei Yin, Zhenzhen Xue, Brian D. Davison
:
Choosing your own adventure: automatic taxonomy generation to permit many paths. CIKM 2010: 1853-1856 - [c53]Na Dai, Brian D. Davison:
Mining Anchor Text Trends for Retrieval. ECIR 2010: 127-139 - [c52]Na Dai, Brian D. Davison
, Yaoshuang Wang:
Mining Neighbors' Topicality to Better Control Authority Flow. ECIR 2010: 653-657 - [c51]Liangjie Hong, Brian D. Davison
:
Empirical study of topic modeling in Twitter. SOMA@KDD 2010: 80-88 - [c50]Dawei Yin, Zhenzhen Xue, Liangjie Hong, Brian D. Davison
:
A probabilistic model for personalized tag prediction. KDD 2010: 959-968 - [c49]Zaihan Yang, Liangjie Hong, Brian D. Davison:
Topic-driven multi-type citation network analysis. RIAO 2010: 24-31 - [c48]Na Dai, Brian D. Davison
:
Freshness matters: in flowers, food, and web authority. SIGIR 2010: 114-121 - [c47]Na Dai, Brian D. Davison
:
Capturing page freshness for web search. SIGIR 2010: 871-872 - [e3]Brian D. Davison, Torsten Suel, Nick Craswell, Bing Liu:
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010. ACM 2010, ISBN 978-1-60558-889-6 [contents]
2000 – 2009
- 2009
- [j10]Qing Ye, Liang Cheng, Mooi Choo Chuah, Brian D. Davison
:
Performance comparison of different multicast routing strategies in disruption tolerant networks. Comput. Commun. 32(16): 1731-1741 (2009) - [j9]Xiaoguang Qi, Brian D. Davison
:
Web page classification: Features and algorithms. ACM Comput. Surv. 41(2): 12:1-12:31 (2009) - [c46]Na Dai, Brian D. Davison
, Xiaoguang Qi:
Looking into the past to better classify web spam. AIRWeb 2009: 1-8 - [c45]Na Dai, Brian D. Davison
:
Vetting the links of the web. CIKM 2009: 1745-1748 - [c44]Liangjie Hong, Zaihan Yang, Brian D. Davison
:
Incorporating Participant Reputation in Community-Driven Question Answering Systems. CSE (4) 2009: 475-480 - [c43]Jian Wang, Liangjie Hong, Brian D. Davison:
RSDC'09: Tag Recommendation Using Keywords and Association Rules. DC@PKDD/ECML 2009 - [c42]Liangjie Hong, Brian D. Davison
:
A classification-based approach to question answering in discussion boards. SIGIR 2009: 171-178 - [c41]Jian Wang, Brian D. Davison
:
Counting ancestors to estimate authority. SIGIR 2009: 658-659 - [c40]Dawei Yin, Zhenzhen Xue, Xiaoguang Qi, Brian D. Davison:
Diversifying Search Results with Popular Subtopics. TREC 2009 - 2008
- [j8]Brian D. Davison
, Wei Zhang, Baoning Wu:
Connecting P2P to the web: Lessons from a prototype Gnutella-WWW gateway. Internet Res. 18(3): 336-356 (2008) - [j7]Carlos Castillo, Kumar Chellapilla, Brian D. Davison:
Adversarial Information Retrieval on the Web (AIRWeb 2007). SIGIR Forum 42(1): 68-72 (2008) - [j6]Marc Najork
, Brian D. Davison
:
Introduction to special section on adversarial issues in Web search. ACM Trans. Web 2(1): 1:1-1:2 (2008) - [c39]Jian Wang, Brian D. Davison
:
Explorations in tag suggestion and query expansion. SSM 2008: 43-50 - [c38]Lan Nie, Brian D. Davison
:
Separate and inequal: preserving heterogeneity in topical authority flows. SIGIR 2008: 443-450 - [c37]Xiaoguang Qi, Brian D. Davison
:
Classifiers without borders: incorporating fielded text from neighboring web pages. SIGIR 2008: 643-650 - 2007
- [c36]