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2020 – today
- 2024
[c114]Yuli Liu
, Min Liu, Christian Walder, Lexing Xie:
A Universal Sets-level Optimization Framework for Next Set Recommendation. CIKM 2024: 1544-1554- [c113]Yuli Liu, Christian Walder, Lexing Xie:
Learning k-Determinantal Point Processes for Personalized Ranking. ICDE 2024: 1036-1049 - [c112]Hansheng Xue, Vijini Mallawaarachchi, Lexing Xie, Vaibhav Rajan:
Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning. ICLR 2024 - [c111]Haiqing Zhu, Alexander Soen, Yun Kuen Cheung, Lexing Xie:
Online Learning in Betting Markets: Profit versus Prediction. ICML 2024 - [c110]Tuan Dung Nguyen, Ziyu Chen, Nicholas George Carroll, Alasdair Tran, Colin Klein, Lexing Xie:
Measuring Moral Dimensions in Social Media with Mformer. ICWSM 2024: 1134-1147 - [c109]Yuli Liu, Christian Walder, Lexing Xie, Yiqun Liu:
Probabilistic Attention for Sequential Recommendation. KDD 2024: 1956-1967 - [e4]Jianfei Cai, Mohan S. Kankanhalli, Balakrishnan Prabhakaran, Susanne Boll, Ramanathan Subramanian, Liang Zheng, Vivek K. Singh, Pablo César, Lexing Xie, Dong Xu:
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-0686-8 [contents] - [i53]Haiqing Zhu, Alexander Soen, Yun Kuen Cheung, Lexing Xie:
Online Learning in Betting Markets: Profit versus Prediction. CoRR abs/2406.04062 (2024) - [i52]Yuli Liu, Christian Walder, Lexing Xie:
Learning k-Determinantal Point Processes for Personalized Ranking. CoRR abs/2406.15983 (2024) - [i51]Yuli Liu, Min Liu, Christian Walder, Lexing Xie:
A Universal Sets-level Optimization Framework for Next Set Recommendation. CoRR abs/2410.23023 (2024) - 2023
- [j31]Cai Yang, Lexing Xie, Siqi Wu:
The Shapes of the Fourth Estate During the Pandemic: Profiling COVID-19 News Consumption in Eight Countries. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-29 (2023) - [j30]Minjeong Shin, Joohee Kim, Yunha Han, Lexing Xie, Mitchell Whitelaw, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist:
Roslingifier: Semi-Automated Storytelling for Animated Scatterplots. IEEE Trans. Vis. Comput. Graph. 29(6): 2980-2995 (2023) - [c108]Alasdair Tran, Alexander Patrick Mathews, Lexing Xie, Cheng Soon Ong:
Factorized Fourier Neural Operators. ICLR 2023 - [c107]Haiqing Zhu, Yun Kuen Cheung, Lexing Xie:
Stability and Efficiency of Personalised Cultural Markets. WWW 2023: 3447-3455 - [i50]Haiqing Zhu, Yun Kuen Cheung, Lexing Xie:
Stability and Efficiency of Personalised Cultural Markets. CoRR abs/2302.06226 (2023) - [i49]Shidi Li, Christian Walder, Alexander Soen, Lexing Xie, Miaomiao Liu:
Sampled Transformer for Point Sets. CoRR abs/2302.14346 (2023) - [i48]Cai Yang, Lexing Xie, Siqi Wu:
The Shapes of the Fourth Estate During the Pandemic: Profiling COVID-19 News Consumption in Eight Countries. CoRR abs/2308.01453 (2023) - [i47]Tuan Dung Nguyen, Ziyu Chen, Nicholas George Carroll, Alasdair Tran, Colin Klein, Lexing Xie:
Measuring Moral Dimensions in Social Media with Mformer. CoRR abs/2311.10219 (2023) - 2022
- [j29]Marian-Andrei Rizoiu, Alexander Soen, Shidi Li, Pio Calderon, Leanne Dong, Aditya Krishna Menon, Lexing Xie:
Interval-censored Hawkes processes. J. Mach. Learn. Res. 23: 338:1-338:84 (2022) - [j28]Mohamed Reda Bouadjenek, Scott Sanner, Zahra Iman, Lexing Xie, Daniel Xiaoliang Shi:
A longitudinal study of topic classification on Twitter. PeerJ Comput. Sci. 8: e991 (2022) - [c106]Lydia R. Lucchesi, Petra M. Kuhnert, Jenny L. Davis, Lexing Xie:
Smallset Timelines: A Visual Representation of Data Preprocessing Decisions. FAccT 2022: 1136-1153 - [c105]JooYoung Lee, Siqi Wu, Ali Mert Ertugrul, Yu-Ru Lin, Lexing Xie:
Whose Advantage? Measuring Attention Dynamics across YouTube and Twitter on Controversial Topics. ICWSM 2022: 573-583 - [c104]Tuan Dung Nguyen, Georgiana Lyall, Alasdair Tran, Minjeong Shin, Nicholas George Carroll, Colin Klein, Lexing Xie:
Mapping Topics in 100, 000 Real-Life Moral Dilemmas. ICWSM 2022: 699-710 - [c103]Alexander Soen, Ibrahim M. Alabdulmohsin, Sanmi Koyejo, Yishay Mansour, Nyalleng Moorosi, Richard Nock, Ke Sun, Lexing Xie:
Fair Wrapping for Black-box Predictions. NeurIPS 2022 - [c102]Yuli Liu, Christian J. Walder, Lexing Xie:
Determinantal Point Process Likelihoods for Sequential Recommendation. SIGIR 2022: 1653-1663 - [i46]Alexander Soen, Ibrahim Alabdulmohsin, Sanmi Koyejo, Yishay Mansour, Nyalleng Moorosi, Richard Nock, Ke Sun, Lexing Xie:
Fair Wrapping for Black-box Predictions. CoRR abs/2201.12947 (2022) - [i45]Tuan Dung Nguyen, Georgiana Lyall, Alasdair Tran, Minjeong Shin, Nicholas George Carroll, Colin Klein, Lexing Xie:
Mapping Topics in 100, 000 Real-life Moral Dilemmas. CoRR abs/2203.16762 (2022) - [i44]JooYoung Lee, Siqi Wu, Ali Mert Ertugrul, Yu-Ru Lin, Lexing Xie:
Whose Advantage? Measuring Attention Dynamics across YouTube and Twitter on Controversial Topics. CoRR abs/2204.00988 (2022) - [i43]Yuli Liu, Christian J. Walder, Lexing Xie:
Determinantal Point Process Likelihoods for Sequential Recommendation. CoRR abs/2204.11562 (2022) - [i42]Lydia R. Lucchesi, Petra M. Kuhnert, Jenny L. Davis, Lexing Xie:
Smallset Timelines: A Visual Representation of Data Preprocessing Decisions. CoRR abs/2206.04875 (2022) - 2021
- [c101]Alexander Soen, Alexander Patrick Mathews, Daniel Grixti-Cheng, Lexing Xie:
UNIPoint: Universally Approximating Point Processes Intensities. AAAI 2021: 9685-9694 - [c100]Minjeong Shin, Alasdair Tran, Siqi Wu, Alexander Patrick Mathews, Rong Wang, Georgiana Lyall, Lexing Xie:
AttentionFlow: Visualising Influence in Networks of Time Series. WSDM 2021: 1085-1088 - [c99]Alasdair Tran, Alexander Patrick Mathews, Cheng Soon Ong, Lexing Xie:
Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series. WWW 2021: 730-742 - [e3]Ceren Budak, Meeyoung Cha, Daniele Quercia, Lexing Xie:
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, ICWSM 2021, held virtually, June 7-10, 2021. AAAI Press 2021, ISBN 978-1-57735-869-5 [contents] - [i41]Minjeong Shin, Alasdair Tran, Siqi Wu, Alexander Patrick Mathews, Rong Wang, Georgiana Lyall, Lexing Xie:
AttentionFlow: Visualising Influence in Networks of Time Series. CoRR abs/2102.01974 (2021) - [i40]Alasdair Tran, Alexander Patrick Mathews, Cheng Soon Ong, Lexing Xie:
Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series. CoRR abs/2102.07289 (2021) - [i39]Marian-Andrei Rizoiu, Alexander Soen, Shidi Li, Leanne Dong, Aditya Krishna Menon, Lexing Xie:
Interval-censored Hawkes processes. CoRR abs/2104.07932 (2021) - [i38]Alasdair Tran, Alexander Patrick Mathews, Lexing Xie, Cheng Soon Ong:
Factorized Fourier Neural Operators. CoRR abs/2111.13802 (2021) - 2020
- [j27]K. Selçuk Candan, Marco Bertini, Xiao-Yong Wei, Lexing Xie:
Editorial for the ICMR 2019 special issue. Int. J. Multim. Inf. Retr. 9(1): 1-2 (2020) - [j26]Sam Toyer, Sylvie Thiébaux, Felipe W. Trevizan, Lexing Xie:
ASNets: Deep Learning for Generalised Planning. J. Artif. Intell. Res. 68: 1-68 (2020) - [c98]Quyu Kong, Marian-Andrei Rizoiu, Lexing Xie:
Describing and Predicting Online Items with Reshare Cascades via Dual Mixture Self-exciting Processes. CIKM 2020: 645-654 - [c97]Alasdair Tran, Alexander Patrick Mathews, Lexing Xie:
Transform and Tell: Entity-Aware News Image Captioning. CVPR 2020: 13032-13042 - [c96]Umanga Bista, Alexander Patrick Mathews, Aditya Krishna Menon, Lexing Xie:
SupMMD: A Sentence Importance Model for Extractive Summarisation using Maximum Mean Discrepancy. EMNLP (Findings) 2020: 4108-4122 - [c95]Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie:
Variation across Scales: Measurement Fidelity under Twitter Data Sampling. ICWSM 2020: 715-725 - [c94]Rui Zhang, Christian J. Walder, Edwin V. Bonilla, Marian-Andrei Rizoiu, Lexing Xie:
Quantile Propagation for Wasserstein-Approximate Gaussian Processes. NeurIPS 2020 - [c93]Quyu Kong, Marian-Andrei Rizoiu, Lexing Xie:
Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models. WSDM 2020: 286-294 - [i37]Quyu Kong, Marian-Andrei Rizoiu, Lexing Xie:
Exploiting Uncertainty in Popularity Prediction of Information Diffusion Cascades Using Self-exciting Point Processes. CoRR abs/2001.11132 (2020) - [i36]Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie:
Variation across Scales: Measurement Fidelity under Twitter Data Sampling. CoRR abs/2003.09557 (2020) - [i35]Alasdair Tran, Alexander Patrick Mathews, Lexing Xie:
Transform and Tell: Entity-Aware News Image Captioning. CoRR abs/2004.08070 (2020) - [i34]Alexander Soen, Alexander Patrick Mathews, Daniel Grixti-Cheng, Lexing Xie:
Universal Approximation with Neural Intensity Point Processes. CoRR abs/2007.14082 (2020) - [i33]Umanga Bista, Alexander Patrick Mathews, Aditya Krishna Menon, Lexing Xie:
SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy. CoRR abs/2010.02568 (2020)
2010 – 2019
- 2019
- [j25]Emery D. Berger, Stephen M. Blackburn, Carla E. Brodley, H. V. Jagadish, Kathryn S. McKinley, Mario A. Nascimento, Minjeong Shin, Kuansan Wang, Lexing Xie:
GOTO rankings considered helpful. Commun. ACM 62(7): 29-30 (2019) - [j24]Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie:
Estimating Attention Flow in Online Video Networks. Proc. ACM Hum. Comput. Interact. 3(CSCW): 183:1-183:25 (2019) - [c92]Umanga Bista, Alexander Patrick Mathews, Minjeong Shin, Aditya Krishna Menon, Lexing Xie:
Comparative Document Summarisation via Classification. AAAI 2019: 20-28 - [c91]Minjeong Shin, Alexander Soen, Benjamin T. Readshaw, Stephen M. Blackburn, Mitchell Whitelaw, Lexing Xie:
Influence Flowers of Academic Entities. VAST 2019: 1-10 - [c90]Rui Zhang, Christian J. Walder, Marian-Andrei Rizoiu, Lexing Xie:
Efficient Non-parametric Bayesian Hawkes Processes. IJCAI 2019: 4299-4305 - [c89]William Shen, Felipe W. Trevizan, Sam Toyer, Sylvie Thiébaux, Lexing Xie:
Guiding Search with Generalized Policies for Probabilistic Planning. SOCS 2019: 97-105 - [c88]Minjeong Shin, Dongwoo Kim, Jae Hee Lee, Umanga Bista, Lexing Xie:
Visualizing Graph Differences from Social Media Streams. WSDM 2019: 806-809 - [e2]Abdulmotaleb El-Saddik, Alberto Del Bimbo, Zhongfei Zhang, Alexander G. Hauptmann, K. Selçuk Candan, Marco Bertini, Lexing Xie, Xiao-Yong Wei:
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019. ACM 2019, ISBN 978-1-4503-6765-3 [contents] - [i32]Minjeong Shin, Alexander Soen, Benjamin T. Readshaw, Stephen M. Blackburn, Mitchell Whitelaw, Lexing Xie:
Influence Flowers of Academic Entities. CoRR abs/1907.12748 (2019) - [i31]Sam Toyer, Felipe W. Trevizan, Sylvie Thiébaux, Lexing Xie:
ASNets: Deep Learning for Generalised Planning. CoRR abs/1908.01362 (2019) - [i30]Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie:
Estimating Attention Flow in Online Video Networks. CoRR abs/1908.07123 (2019) - [i29]Stephen M. Blackburn, Kathryn S. McKinley, Lexing Xie:
Author Growth Outstrips Publication Growth in Computer Science and Publication Quality Correlates with Collaboration. CoRR abs/1909.02212 (2019) - [i28]Quyu Kong, Marian-Andrei Rizoiu, Lexing Xie:
Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models. CoRR abs/1910.05451 (2019) - [i27]Rui Zhang, Christian J. Walder, Edwin V. Bonilla, Marian-Andrei Rizoiu, Lexing Xie:
Quantile Propagation for Wasserstein-Approximate Gaussian Processes. CoRR abs/1912.10200 (2019) - 2018
- [c87]Sam Toyer, Felipe W. Trevizan, Sylvie Thiébaux, Lexing Xie:
Action Schema Networks: Generalised Policies With Deep Learning. AAAI 2018: 6294-6301 - [c86]Alexander Patrick Mathews, Lexing Xie, Xuming He:
SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text. CVPR 2018: 8591-8600 - [c85]Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger:
Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects. ESWC 2018: 415-429 - [c84]Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie:
Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. ICWSM 2018: 201-210 - [c83]Marian-Andrei Rizoiu, Timothy Graham, Rui Zhang, Yifei Zhang, Robert Ackland, Lexing Xie:
#DebateNight: The Role and Influence of Socialbots on Twitter During the 1st 2016 U.S. Presidential Debate. ICWSM 2018: 300-309 - [c82]Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie:
Beyond Views: Measuring and Predicting Engagement in Online Videos. ICWSM 2018: 434-443 - [c81]Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie:
Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) 2018: 632-644 - [c80]Quyu Kong, Marian-Andrei Rizoiu, Siqi Wu, Lexing Xie:
Will This Video Go Viral: Explaining and Predicting the Popularity of Youtube Videos. WWW (Companion Volume) 2018: 175-178 - [c79]Peijun Zhao, Jia Jia, Yongsheng An, Jie Liang, Lexing Xie, Jiebo Luo:
Analyzing and Predicting Emoji Usages in Social Media. WWW (Companion Volume) 2018: 327-334 - [c78]Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie:
SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations. WWW 2018: 419-428 - [i26]Quyu Kong, Marian-Andrei Rizoiu, Siqi Wu, Lexing Xie:
Will This Video Go Viral? Explaining and Predicting the Popularity of Youtube Videos. CoRR abs/1801.04117 (2018) - [i25]Marian-Andrei Rizoiu, Timothy Graham, Rui Zhang, Yifei Zhang, Robert Ackland, Lexing Xie:
#DebateNight: The Role and Influence of Socialbots on Twitter During the 1st U.S. Presidential Debate. CoRR abs/1802.09808 (2018) - [i24]Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie:
Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. CoRR abs/1804.02101 (2018) - [i23]Alexander Patrick Mathews, Lexing Xie, Xuming He:
Simplifying Sentences with Sequence to Sequence Models. CoRR abs/1805.05557 (2018) - [i22]Alexander Patrick Mathews, Lexing Xie, Xuming He:
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text. CoRR abs/1805.07030 (2018) - [i21]Emery D. Berger, Stephen M. Blackburn, Carla E. Brodley, H. V. Jagadish, Kathryn S. McKinley, Mario A. Nascimento, Minjeong Shin, Lexing Xie:
GOTO Rankings Considered Helpful. CoRR abs/1807.00071 (2018) - [i20]Qiongkai Xu, Juyan Zhang, Lizhen Qu, Lexing Xie, Richard Nock:
D-PAGE: Diverse Paraphrase Generation. CoRR abs/1808.04364 (2018) - [i19]Rui Zhang, Christian J. Walder, Marian-Andrei Rizoiu, Lexing Xie:
Efficient Non-parametric Bayesian Hawkes Processes. CoRR abs/1810.03730 (2018) - [i18]Umanga Bista, Alexander Patrick Mathews, Minjeong Shin, Aditya Krishna Menon, Lexing Xie:
Comparative Document Summarisation via Classification. CoRR abs/1812.02171 (2018) - 2017
- [j23]Huijie Lin, Jia Jia, Jiezhong Qiu, Yongfeng Zhang, Guangyao Shen, Lexing Xie, Jie Tang, Ling Feng, Tat-Seng Chua:
Detecting Stress Based on Social Interactions in Social Networks. IEEE Trans. Knowl. Data Eng. 29(9): 1820-1833 (2017) - [c77]Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas:
Low-Rank Linear Cold-Start Recommendation from Social Data. AAAI 2017: 1502-1508 - [c76]Yuan Jin, Mark James Carman, Dongwoo Kim, Lexing Xie:
Leveraging Side Information to Improve Label Quality Control in Crowd-Sourcing. HCOMP 2017: 79-88 - [c75]Marian-Andrei Rizoiu, Lexing Xie:
Online Popularity Under Promotion: Viral Potential, Forecasting, and the Economics of Time. ICWSM 2017: 182-191 - [c74]Zahra Iman, Scott Sanner, Mohamed Reda Bouadjenek, Lexing Xie:
A Longitudinal Study of Topic Classification on Twitter. ICWSM 2017: 552-555 - [c73]Aditya Krishna Menon, Dawei Chen, Lexing Xie, Cheng Soon Ong:
Revisiting revisits in trajectory recommendation. CitRec@RecSys 2017: 2:1-2:6 - [c72]Dawei Chen, Dongwoo Kim, Lexing Xie, Minjeong Shin, Aditya Krishna Menon, Cheng Soon Ong, Iman Avazpour, John Grundy:
PathRec: Visual Analysis of Travel Route Recommendations. RecSys 2017: 364-365 - [c71]Marian-Andrei Rizoiu, Lexing Xie, Scott Sanner, Manuel Cebrián, Honglin Yu, Pascal Van Hentenryck:
Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity. WWW 2017: 735-744 - [i17]Marian-Andrei Rizoiu, Lexing Xie:
Online Popularity under Promotion: Viral Potential, Forecasting, and the Economics of Time. CoRR abs/1703.01012 (2017) - [i16]Dawei Chen, Lexing Xie, Aditya Krishna Menon, Cheng Soon Ong:
Structured Recommendation. CoRR abs/1706.09067 (2017) - [i15]Dawei Chen, Dongwoo Kim, Lexing Xie, Minjeong Shin, Aditya Krishna Menon, Cheng Soon Ong, Iman Avazpour, John Grundy:
PathRec: Visual Analysis of Travel Route Recommendations. CoRR abs/1707.01627 (2017) - [i14]Aditya Krishna Menon, Dawei Chen, Lexing Xie, Cheng Soon Ong:
Revisiting revisits in trajectory recommendation. CoRR abs/1708.05165 (2017) - [i13]Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra, Lexing Xie:
A Tutorial on Hawkes Processes for Events in Social Media. CoRR abs/1708.06401 (2017) - [i12]Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie:
Beyond Views: Measuring and Predicting Engagement on YouTube Videos. CoRR abs/1709.02541 (2017) - [i11]Sam Toyer, Felipe W. Trevizan, Sylvie Thiébaux, Lexing Xie:
Action Schema Networks: Generalised Policies with Deep Learning. CoRR abs/1709.04271 (2017) - [i10]Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger:
Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance. CoRR abs/1710.06303 (2017) - [i9]Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie:
SIR-Hawkes: on the Relationship Between Epidemic Models and Hawkes Point Processes. CoRR abs/1711.01679 (2017) - 2016
- [j22]Anila Sahar Butt, Armin Haller, Lexing Xie:
RecOn: Ontology recommendation for structureless queries. Appl. Ontology 11(4): 301-324 (2016) - [j21]Yong-Jin Liu, Minjing Yu, Qiu-Fang Fu, Wenfeng Chen, Ye Liu, Lexing Xie:
Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey. Frontiers Comput. Sci. 10(2): 216-232 (2016) - [j20]Anila Sahar Butt, Armin Haller, Lexing Xie:
DWRank: Learning concept ranking for ontology search. Semantic Web 7(4): 447-461 (2016) - [j19]Yong-Jin Liu, CuiXia Ma, Guozhen Zhao, Xiaolan Fu, Hongan Wang, Guozhong Dai, Lexing Xie:
An Interactive SpiralTape Video Summarization. IEEE Trans. Multim. 18(7): 1269-1282 (2016) - [c70]Alexander Patrick Mathews, Lexing Xie, Xuming He:
SentiCap: Generating Image Descriptions with Sentiments. AAAI 2016: 3574-3580 - [c69]Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie:
Feature Driven and Point Process Approaches for Popularity Prediction. CIKM 2016: 1069-1078 - [c68]Dawei Chen, Cheng Soon Ong, Lexing Xie:
Learning Points and Routes to Recommend Trajectories. CIKM 2016: 2227-2232 - [c67]Dongwoo Kim, Lexing Xie, Cheng Soon Ong:
Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches. CIKM 2016: 2257-2262 - [c66]Yuan Jin, Mark James Carman, Lexing Xie:
A Little Competition Never Hurt Anyone's Relevance Assessments. GamifIR@SIGIR 2016: 29-36 - [c65]Marian-Andrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián:
Evolution of Privacy Loss in Wikipedia. WSDM 2016: 215-224 - [i8]Marian-Andrei Rizoiu, Lexing Xie, Scott Sanner, Manuel Cebrián, Honglin Yu, Pascal Van Hentenryck:
Can this video be promoted? - Endogenous and exogenous popularity processes in social media. CoRR abs/1602.06033 (2016) - [i7]Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie:
Feature Driven and Point Process Approaches for Popularity Prediction. CoRR abs/1608.04862 (2016) - [i6]Dongwoo Kim, Lexing Xie, Cheng Soon Ong:
Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches. CoRR abs/1608.05921 (2016) - [i5]Dawei Chen, Cheng Soon Ong, Lexing Xie:
Learning Points and Routes to Recommend Trajectories. CoRR abs/1608.07051 (2016) - 2015
- [j18]Changyou Chen, Wray L. Buntine, Nan Ding, Lexing Xie, Lan Du:
Differential Topic Models. IEEE Trans. Pattern Anal. Mach. Intell. 37(2): 230-242 (2015) - [j17]Xiaohui Wang, Jia Jia, Jie Tang, Boya Wu, Lianhong Cai, Lexing Xie:
Modeling Emotion Influence in Image Social Networks. IEEE Trans. Affect. Comput. 6(3): 286-297 (2015) - [c64]Jianshu Chao, Eckehard G. Steinbach, Lexing Xie:
Keypoint encoding and transmission for improved feature extraction from compressed images. ICME 2015: 1-6 - [c63]Honglin Yu, Lexing Xie, Scott Sanner:
The Lifecyle of a Youtube Video: Phases, Content and Popularity. ICWSM 2015: 533-542 - [c62]Anila Sahar Butt, Armin Haller, Lexing Xie:
A Taxonomy of Semantic Web Data Retrieval Techniques. K-CAP 2015: 9:1-9:9 - [c61]Alexander Patrick Mathews, Lexing Xie, Xuming He:
Studying Object Naming with Online Photos and Caption. MMCommons@ACM Multimedia 2015: 31-36 - [c60]Lexing Xie, Haixun Wang:
Learning Knowledge Bases for Multimedia in 2015. ACM Multimedia 2015: 1323-1324 - [c59]Khoi-Nguyen Tran, Peter Christen, Scott Sanner, Lexing Xie:
Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages. PAKDD (1) 2015: 380-391 - [c58]Alexander Patrick Mathews, Lexing Xie, Xuming He:
Choosing Basic-Level Concept Names Using Visual and Language Context. WACV 2015: 595-602 - [c57]Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie:
AutoRec: Autoencoders Meet Collaborative Filtering. WWW (Companion Volume) 2015: 111-112 - [i4]Alexander Patrick Mathews, Lexing Xie, Xuming He:
SentiCap: Generating Image Descriptions with Sentiments. CoRR abs/1510.01431 (2015) - [i3]Marian-Andrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián:
Evolution of Privacy Loss in Wikipedia. CoRR abs/1512.03523 (2015) - 2014
- [j16]Lexing Xie, David A. Shamma, Cees Snoek:
Content is Dead ... Long Live Content: The New Age of Multimedia-Hard Problems. IEEE Multim. 21(1): 4-8 (2014) - [j15]Zhiyu Wang, Peng Cui, Lexing Xie, Wenwu Zhu, Yong Rui, Shiqiang Yang:
Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs. ACM Trans. Multim. Comput. Commun. Appl. 10(4): 34:1-34:21 (2014) - [j14]Yong-Jin Liu, Cui-Xia Ma, Qiu-Fang Fu, Xiaolan Fu, Sheng Feng Qin, Lexing Xie:
A Sketch-Based Approach for Interactive Organization of Video Clips. ACM Trans. Multim. Comput. Commun. Appl. 11(1): 2:1-2:21 (2014) - [c56]Anila Sahar Butt, Armin Haller, Lexing Xie:
Relationship-Based Top-K Concept Retrieval for Ontology Search. EKAW 2014: 485-502 - [c55]Honglin Yu, Lexing Xie, Scott Sanner:
Twitter-driven YouTube Views: Beyond Individual Influencers. ACM Multimedia 2014: 869-872 - [c54]Lexing Xie, Haixun Wang:
Learning Knowledge Bases for Text and Multimedia. ACM Multimedia 2014: 1235-1236 - [c53]Peng Cui, Lexing Xie, Jitao Sang, Changsheng Xu:
Social multimedia computing. ACM Multimedia 2014: 1237-1238 - [c52]Liangliang Cao, Gerald Friedland, Lexing Xie:
GeoMM 2014: the third ACM multimedia workshop ongeotagging and its applications in multimedia. ACM Multimedia 2014: 1251-1252 - [c51]Suvash Sedhain, Scott Sanner, Darius Braziunas, Lexing Xie, Jordan Christensen:
Social collaborative filtering for cold-start recommendations. RecSys 2014: 345-348 - [c50]Anila Sahar Butt, Armin Haller, Lexing Xie:
Ontology Search: An Empirical Evaluation. ISWC (2) 2014: 130-147 - [e1]Liangliang Cao, Gerald Friedland, Lexing Xie:
Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, GeoMM '14, Orlando, Florida, USA, November 7, 2014. ACM 2014, ISBN 978-1-4503-3127-2 [contents] - 2013
- [j13]Yun Liang, Yong-Jin Liu, Xiaonan Luo, Lexing Xie, Xiaolan Fu:
Optimal-Scaling-Factor Assignment for Patch-wise Image Retargeting. IEEE Computer Graphics and Applications 33(5): 68-78 (2013) - [j12]Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, Lexing Xie:
Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining. IEEE Multim. 20(3): 47-57 (2013) - [j11]Rongrong Ji, Ling-Yu Duan, Jie Chen, Lexing Xie, Hongxun Yao, Wen Gao:
Learning to Distribute Vocabulary Indexing for Scalable Visual Search. IEEE Trans. Multim. 15(1): 153-166 (2013) - [j10]Lexing Xie, Apostol Natsev, Xuming He, John R. Kender, Matthew L. Hill, John R. Smith:
Tracking Large-Scale Video Remix in Real-World Events. IEEE Trans. Multim. 15(6): 1244-1254 (2013) - [c49]Suvash Sedhain, Scott Sanner, Lexing Xie, Riley Kidd, Khoi-Nguyen Tran, Peter Christen:
Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities. COSN 2013: 51-62 - [c48]Lexing Xie, Xuming He:
Picture tags and world knowledge: learning tag relations from visual semantic sources. ACM Multimedia 2013: 967-976 - [c47]Anila Sahar Butt, Armin Haller, Shepherd Liu, Lexing Xie:
ActiveRaUL: A Web form-based User Interface to Create and Maintain RDF data. ISWC (Posters & Demos) 2013: 117-120 - [c46]Rishabh Mehrotra, Scott Sanner, Wray L. Buntine, Lexing Xie:
Improving LDA topic models for microblogs via tweet pooling and automatic labeling. SIGIR 2013: 889-892 - 2012
- [j9]Li Tan, Yangqiu Song, Shixia Liu, Lexing Xie:
ImageHive: Interactive Content-Aware Image Summarization. IEEE Computer Graphics and Applications 32(1): 46-55 (2012) - [j8]Andrea L. Kavanaugh, Edward A. Fox, Steven D. Sheetz, Seungwon Yang, Lin Tzy Li, Donald J. Shoemaker, Apostol Natsev, Lexing Xie:
Social media use by government: From the routine to the critical. Gov. Inf. Q. 29(4): 480-491 (2012) - [j7]Hari Sundaram, Lexing Xie, Munmun De Choudhury, Yu-Ru Lin, Apostol Natsev:
Multimedia Semantics: Interactions Between Content and Community. Proc. IEEE 100(9): 2737-2758 (2012) - [j6]Michele Merler, Bert Huang, Lexing Xie, Gang Hua, Apostol Natsev:
Semantic Model Vectors for Complex Video Event Recognition. IEEE Trans. Multim. 14(1): 88-101 (2012) - [c45]Lexing Xie, Hari Sundaram:
Media Lifecycle and Content Analysis in Social Media Communities. ICME 2012: 55-60 - [c44]Minkyoung Kim, Lexing Xie, Peter Christen:
Event Diffusion Patterns in Social Media. ICWSM 2012 - [c43]Lexing Xie, David Ayman Shamma, Cees Snoek:
Content is dead: long-live content! ACM Multimedia 2012: 7-8 - [c42]Yanxiang Wang, Hari Sundaram, Lexing Xie:
Social event detection with interaction graph modeling. ACM Multimedia 2012: 865-868 - [c41]Zhiyu Wang, Peng Cui, Lexing Xie, Hao Chen, Wenwu Zhu, Shiqiang Yang:
Analyzing social media via event facets. ACM Multimedia 2012: 1359-1360 - [c40]Joseph Noel, Scott Sanner, Khoi-Nguyen Tran, Peter Christen, Lexing Xie, Edwin V. Bonilla, Ehsan Abbasnejad, Nicolás Della Penna:
New objective functions for social collaborative filtering. WWW 2012: 859-868 - [i2]Yanxiang Wang, Hari Sundaram, Lexing Xie:
Social Event Detection with Interaction Graph Modeling. CoRR abs/1208.2547 (2012) - [i1]Lexing Xie, Apostol Natsev, Xuming He, John R. Kender, Matthew L. Hill, John R. Smith:
Tracking Large-Scale Video Remix in Real-World Events. CoRR abs/1210.0623 (2012) - 2011
- [j5]Arun Hampapur, H. Cao, Andrew J. Davenport, W. S. Dong, Don Fenhagen, Rogério Schmidt Feris, Germán S. Goldszmidt, Z. B. Jiang, Jayant Kalagnanam, Tarun Kumar, H. Li, Xuan Liu, Shilpa Mahatma, Sharath Pankanti, D. Pelleg, W. Sun, M. Taylor, Chunhua Tian, Segev Wasserkrug, Lexing Xie, Mujib Lodhi, C. Kiely, K. Butturff, L. Desjardins:
Analytics-driven asset management. IBM J. Res. Dev. 55(1): 13 (2011) - [j4]Yu-Ru Lin, K. Selçuk Candan, Hari Sundaram, Lexing Xie:
SCENT: Scalable compressed monitoring of evolving multirelational social networks. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 29 (2011) - [c39]Andrea L. Kavanaugh, Edward A. Fox, Steven D. Sheetz, Seungwon Yang, Lin Tzy Li, Travis Whalen, Donald J. Shoemaker, Paul Natsev, Lexing Xie:
Social media use by government: from the routine to the critical. DG.O 2011: 121-130 - [c38]Lexing Xie, Apostol Natsev, John R. Kender, Matthew L. Hill, John R. Smith:
Tracking Visual Memes in Rich-Media Social Communities. ICWSM 2011 - [c37]Yanxiang Wang, Lexing Xie, Hari Sundaram:
Social Event Detection with clustering and filtering. MediaEval 2011 - [c36]Lexing Xie, Apostol Natsev, John R. Kender, Matthew L. Hill, John R. Smith:
Visual memes in social media: tracking real-world news in YouTube videos. ACM Multimedia 2011: 53-62 - [c35]Lexing Xie, Xuming He:
Spatial Semantics and Classifier Cascades: The ANU 2011 Multimedia Event Detection System. TRECVID 2011 - 2010
- [c34]Lexing Xie, Apostol Natsev, Matthew L. Hill, John R. Smith, Alex Phillips:
The accuracy and value of machine-generated image tags: design and user evaluation of an end-to-end image tagging system. CIVR 2010: 58-65 - [c33]Munmun De Choudhury, Yu-Ru Lin, Hari Sundaram, K. Selçuk Candan, Lexing Xie, Aisling Kelliher:
How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media? ICWSM 2010 - [c32]Lexing Xie, Rong Yan, Jelena Tesic, Apostol Natsev, John R. Smith:
Probabilistic visual concept trees. ACM Multimedia 2010: 867-870 - [c31]John R. Kender, Matthew L. Hill, Apostol Natsev, John R. Smith, Lexing Xie:
Video genetics: a case study from YouTube. ACM Multimedia 2010: 1253-1258 - [c30]Matthew L. Hill, Gang Hua, Apostol Natsev, John R. Smith, Lexing Xie, Bert Huang, Michele Merler, Hua Ouyang, Mingyuan Zhou:
IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System. TRECVID 2010
2000 – 2009
- 2009
- [j3]Lexing Xie, Hari Sundaram, Ching-Yung Lin:
Special Section on Communities and Media Computing. IEEE Trans. Multim. 11(3): 345-347 (2009) - [c29]Wei Jiang, Lexing Xie, Shih-Fu Chang:
Visual saliency with side information. ICASSP 2009: 1765-1768 - [c28]Apostol Natsev, Matthew L. Hill, John R. Smith, Lexing Xie, Rong Yan, Shenghua Bao, Dong Wang, Michele Merler, Yi Zhang:
IBM Research TRECVID-2009 Video Retrieval System. TRECVID 2009 - 2008
- [j2]Lexing Xie, Hari Sundaram, Murray Campbell:
Event Mining in Multimedia Streams. Proc. IEEE 96(4): 623-647 (2008) - [c27]Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan:
IBM multimedia analysis and retrieval system. CIVR 2008: 553-554 - [c26]Junfeng He, Shih-Fu Chang, Lexing Xie:
Fast kernel learning for spatial pyramid matching. CVPR 2008 - [c25]Lexing Xie, Rong Yan, Jun Yang:
Multi-concept learning with large-scale multimedia lexicons. ICIP 2008: 2148-2151 - [c24]Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Wei Jiang, Michele Merler:
IBM Research TRECVID-2008 Video Retrieval System. TRECVID 2008 - 2007
- [c23]Apostol Natsev, Jelena Tesic, Lexing Xie, Rong Yan, John R. Smith:
IBM multimedia search and retrieval system. CIVR 2007: 645 - [c22]Bageshree Shevade, Hari Sundaram, Lexing Xie:
Exploiting Personal And Social Network Context For Event Annotation. ICME 2007: 835-838 - [c21]Lexing Xie, Apostol Natsev, Jelena Tesic:
Dynamic Multimodal Fusion in Video Search. ICME 2007: 1499-1502 - [c20]Jelena Tesic, Apostol Natsev, Lexing Xie, John R. Smith:
Data Modeling Strategies for Imbalanced Learning in Visual Search. ICME 2007: 1990-1993 - [c19]Bageshree Shevade, Hari Sundaram, Lexing Xie:
Modeling personal and social network context for event annotation in images. JCDL 2007: 127-134 - [c18]Amit Zunjarwad, Hari Sundaram, Lexing Xie:
Contextual wisdom: social relations and correlations for multimedia event annotation. ACM Multimedia 2007: 615-624 - [c17]Apostol Natsev, Alexander Haubold, Jelena Tesic, Lexing Xie, Rong Yan:
Semantic concept-based query expansion and re-ranking for multimedia retrieval. ACM Multimedia 2007: 991-1000 - [c16]Murray Campbell, Alexander Haubold, Ming Liu, Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Jun Yang:
IBM Research TRECVID-2007 Video Retrieval System. TRECVID 2007 - 2006
- [c15]Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith:
Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. CIVR 2006: 503-505 - [c14]Lexing Xie, Shih-Fu Chang:
Pattern Mining in Visual Concept Streams. ICME 2006: 297-300 - [c13]Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith:
Visual Event Detection using Multi-Dimensional Concept Dynamics. ICME 2006: 881-884 - [c12]Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie:
IBM Research TRECVID-2006 Video Retrieval System. TRECVID 2006 - 2005
- [c11]Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin:
Layered dynamic mixture model for pattern discovery in asynchronous multi-modal streams [video applications]. ICASSP (2) 2005: 1053-1056 - [c10]Tian-Tsong Ng, Shih-Fu Chang, Jessie Hsu, Lexing Xie, Mao-Pei Tsui:
Physics-motivated features for distinguishing photographic images and computer graphics. ACM Multimedia 2005: 239-248 - [c9]Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dong-Qing Zhang:
Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction. TRECVID 2005 - 2004
- [j1]Lexing Xie, Peng Xu, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Structure analysis of soccer video with domain knowledge and hidden Markov models. Pattern Recognit. Lett. 25(7): 767-775 (2004) - [c8]Lexing Xie, Patrick Pérez:
Slightly Supervised Learning of Part-Based Appearance Models. CVPR Workshops 2004: 107 - [c7]Ajay Divakaran, Kadir A. Peker, Shih-Fu Chang, Regunathan Radhakrishnan, Lexing Xie:
Video mining: pattern discovery versus pattern recognition. ICIP 2004: 2379-2382 - [c6]Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin:
Discovering meaningful multimedia patterns with audio-visual concepts and associated text. ICIP 2004: 2383-2386 - 2003
- [c5]Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Feature selection for unsupervised discovery of statistical temporal structures in video. ICIP (1) 2003: 29-32 - [c4]Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models. ICME 2003: 29-32 - 2002
- [c3]Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun:
Structure analysis of soccer video with hidden Markov models. ICASSP 2002: 4096-4099 - [c2]Hari Sundaram, Lexing Xie, Shih-Fu Chang:
A utility framework for the automatic generation of audio-visual skims. ACM Multimedia 2002: 189-198 - 2001
- [c1]Peng Xu, Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Anthony Vetro, Huifang Sun:
Algorithms And System For Segmentation And Structure Analysis In Soccer Video. ICME 2001
Coauthor Index
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