Algorithms And System For Segmentation And Structure Analysis In Soccer Video. - Peng Xu; Lexing Xie; Shih-Fu Chang; Ajay Divakaran; Anthony Vetro; Huifang Sun (ICME, 2001)

Structure analysis of soccer video with hidden Markov models. - Lexing Xie; Shih-Fu Chang; Ajay Divakaran; Huifang Sun (ICASSP, 2002)

A utility framework for the automatic generation of audio-visual skims. - Hari Sundaram; Lexing Xie; Shih-Fu Chang (ACM Multimedia, 2002)

Feature selection for unsupervised discovery of statistical temporal structures in video. - Lexing Xie; Shih-Fu Chang; Ajay Divakaran; Huifang Sun (ICIP (1), 2003)

Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models. - Lexing Xie; Shih-Fu Chang; Ajay Divakaran; Huifang Sun (ICME, 2003)

Slightly Supervised Learning of Part-Based Appearance Models. - Lexing Xie; Patrick Pérez (CVPR Workshops, 2004)

Video mining: pattern discovery versus pattern recognition. - Ajay Divakaran; Kadir A. Peker; Shih-Fu Chang; Regunathan Radhakrishnan; Lexing Xie (ICIP, 2004)

Discovering meaningful multimedia patterns with audio-visual concepts and associated text. - Lexing Xie; Lyndon S. Kennedy; Shih-Fu Chang; Ajay Divakaran; Huifang Sun; Ching-Yung Lin (ICIP, 2004)

Structure analysis of soccer video with domain knowledge and hidden Markov models. - Lexing Xie; Peng Xu; Shih-Fu Chang; Ajay Divakaran; Huifang Sun (Pattern Recognit. Lett., 2004)

Layered dynamic mixture model for pattern discovery in asynchronous multi-modal streams [video applications]. - Lexing Xie; Lyndon S. Kennedy; Shih-Fu Chang; Ajay Divakaran; Huifang Sun; Ching-Yung Lin (ICASSP (2), 2005)

Physics-motivated features for distinguishing photographic images and computer graphics. - Tian-Tsong Ng; Shih-Fu Chang; Jessie Hsu; Lexing Xie; Mao-Pei Tsui (ACM Multimedia, 2005)

Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction. - Shih-Fu Chang; Winston H. Hsu; Lyndon S. Kennedy; Lexing Xie; Akira Yanagawa; Eric Zavesky; Dong-Qing Zhang (TRECVID, 2005)

Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. - Shahram Ebadollahi; Lexing Xie; Andres Abreu; Mark Podlaseck; Shih-Fu Chang; John R. Smith (CIVR, 2006)

Visual Event Detection using Multi-Dimensional Concept Dynamics. - Shahram Ebadollahi; Lexing Xie; Shih-Fu Chang; John R. Smith (ICME, 2006)

Pattern Mining in Visual Concept Streams. - Lexing Xie; Shih-Fu Chang (ICME, 2006)

IBM Research TRECVID-2006 Video Retrieval System. - Murray Campbell; Alexander Haubold; Shahram Ebadollahi; Dhiraj Joshi; Milind R. Naphade; Apostol Natsev; Joachim Seidl; John R. Smith; Katya Scheinberg; Jelena Tesic; Lexing Xie (TRECVID, 2006)

IBM multimedia search and retrieval system. - Apostol Natsev; Jelena Tesic; Lexing Xie; Rong Yan; John R. Smith (CIVR, 2007)

Exploiting Personal And Social Network Context For Event Annotation. - Bageshree Shevade; Hari Sundaram; Lexing Xie (ICME, 2007)

Data Modeling Strategies for Imbalanced Learning in Visual Search. - Jelena Tesic; Apostol Natsev; Lexing Xie; John R. Smith (ICME, 2007)

Dynamic Multimodal Fusion in Video Search. - Lexing Xie; Apostol Natsev; Jelena Tesic (ICME, 2007)

Modeling personal and social network context for event annotation in images. - Bageshree Shevade; Hari Sundaram; Lexing Xie (JCDL, 2007)

Semantic concept-based query expansion and re-ranking for multimedia retrieval. - Apostol Natsev; Alexander Haubold; Jelena Tesic; Lexing Xie; Rong Yan (ACM Multimedia, 2007)

Contextual wisdom: social relations and correlations for multimedia event annotation. - Amit Zunjarwad; Hari Sundaram; Lexing Xie (ACM Multimedia, 2007)

IBM Research TRECVID-2007 Video Retrieval System. - Murray Campbell; Alexander Haubold; Ming Liu; Apostol Natsev; John R. Smith; Jelena Tesic; Lexing Xie; Rong Yan; Jun Yang 003 (TRECVID, 2007)

IBM multimedia analysis and retrieval system. - Apostol Natsev; John R. Smith; Jelena Tesic; Lexing Xie; Rong Yan (CIVR, 2008)

Fast kernel learning for spatial pyramid matching. - Junfeng He; Shih-Fu Chang; Lexing Xie (CVPR, 2008)

Multi-concept learning with large-scale multimedia lexicons. - Lexing Xie; Rong Yan; Jun Yang 003 (ICIP, 2008)

IBM Research TRECVID-2008 Video Retrieval System. - Apostol Natsev; John R. Smith; Jelena Tesic; Lexing Xie; Rong Yan; Wei Jiang 001; Michele Merler (TRECVID, 2008)

Event Mining in Multimedia Streams. - Lexing Xie; Hari Sundaram; Murray Campbell (Proc. IEEE, 2008)

Visual saliency with side information. - Wei Jiang 001; Lexing Xie; Shih-Fu Chang (ICASSP, 2009)

IBM Research TRECVID-2009 Video Retrieval System. - Apostol Natsev; Matthew L. Hill; John R. Smith; Lexing Xie; Rong Yan; Shenghua Bao; Dong Wang; Michele Merler; Yi Zhang (TRECVID, 2009)

Special Section on Communities and Media Computing. - Lexing Xie; Hari Sundaram; Ching-Yung Lin (IEEE Trans. Multim., 2009)

The accuracy and value of machine-generated image tags: design and user evaluation of an end-to-end image tagging system. - Lexing Xie; Apostol Natsev; Matthew L. Hill; John R. Smith; Alex Phillips (CIVR, 2010)

How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media? - Munmun De Choudhury; Yu-Ru Lin; Hari Sundaram; K. Selçuk Candan; Lexing Xie; Aisling Kelliher (ICWSM, 2010)

Video genetics: a case study from YouTube. - John R. Kender; Matthew L. Hill; Apostol Natsev; John R. Smith; Lexing Xie (ACM Multimedia, 2010)

Probabilistic visual concept trees. - Lexing Xie; Rong Yan; Jelena Tesic; Apostol Natsev; John R. Smith (ACM Multimedia, 2010)

IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System. - Matthew L. Hill; Gang Hua 001; Apostol Natsev; John R. Smith; Lexing Xie; Bert Huang; Michele Merler; Hua Ouyang; Mingyuan Zhou (TRECVID, 2010)

Social media use by government: from the routine to the critical. - Andrea L. Kavanaugh; Edward A. Fox; Steven D. Sheetz; Seungwon Yang; Lin Tzy Li; Travis Whalen; Donald J. Shoemaker; Paul Natsev; Lexing Xie (DG.O, 2011)

Tracking Visual Memes in Rich-Media Social Communities. - Lexing Xie; Apostol Natsev; John R. Kender; Matthew L. Hill; John R. Smith (ICWSM, 2011)

Social Event Detection with clustering and filtering. - Yanxiang Wang; Lexing Xie; Hari Sundaram (MediaEval, 2011)

Visual memes in social media: tracking real-world news in YouTube videos. - Lexing Xie; Apostol Natsev; John R. Kender; Matthew L. Hill; John R. Smith (ACM Multimedia, 2011)

Spatial Semantics and Classifier Cascades: The ANU 2011 Multimedia Event Detection System. - Lexing Xie; Xuming He 001 (TRECVID, 2011)

Analytics-driven asset management. - 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; et al. (IBM J. Res. Dev., 2011)

SCENT: Scalable compressed monitoring of evolving multirelational social networks. - Yu-Ru Lin; K. Selçuk Candan; Hari Sundaram; Lexing Xie (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Media Lifecycle and Content Analysis in Social Media Communities. - Lexing Xie; Hari Sundaram (ICME, 2012)

Event Diffusion Patterns in Social Media. - Minkyoung Kim; Lexing Xie; Peter Christen (ICWSM, 2012)

Analyzing social media via event facets. - Zhiyu Wang; Peng Cui 001; Lexing Xie; Hao Chen; Wenwu Zhu 001; Shiqiang Yang (ACM Multimedia, 2012)

Social event detection with interaction graph modeling. - Yanxiang Wang; Hari Sundaram; Lexing Xie (ACM Multimedia, 2012)

Content is dead: long-live content! - Lexing Xie; David Ayman Shamma; Cees Snoek (ACM Multimedia, 2012)

New objective functions for social collaborative filtering. - Joseph Noel; Scott Sanner; Khoi-Nguyen Tran; Peter Christen; Lexing Xie; Edwin V. Bonilla; Ehsan Abbasnejad; Nicolás Della Penna (WWW, 2012)

ImageHive: Interactive Content-Aware Image Summarization. - Li Tan; Yangqiu Song; Shixia Liu; Lexing Xie (IEEE Computer Graphics and Applications, 2012)

Social media use by government: From the routine to the critical. - Andrea L. Kavanaugh; Edward A. Fox; Steven D. Sheetz; Seungwon Yang; Lin Tzy Li; Donald J. Shoemaker; Apostol Natsev; Lexing Xie (Gov. Inf. Q., 2012)

Multimedia Semantics: Interactions Between Content and Community. - Hari Sundaram; Lexing Xie; Munmun De Choudhury; Yu-Ru Lin; Apostol Natsev (Proc. IEEE, 2012)

Semantic Model Vectors for Complex Video Event Recognition. - Michele Merler; Bert Huang; Lexing Xie; Gang Hua 001; Apostol Natsev (IEEE Trans. Multim., 2012)

Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities. - Suvash Sedhain; Scott Sanner; Lexing Xie; Riley Kidd; Khoi-Nguyen Tran; Peter Christen (COSN, 2013)

Picture tags and world knowledge: learning tag relations from visual semantic sources. - Lexing Xie; Xuming He 001 (ACM Multimedia, 2013)

ActiveRaUL: A Web form-based User Interface to Create and Maintain RDF data. - Anila Sahar Butt; Armin Haller; Shepherd Liu; Lexing Xie (ISWC (Posters & Demos), 2013)

Improving LDA topic models for microblogs via tweet pooling and automatic labeling. - Rishabh Mehrotra; Scott Sanner; Wray L. Buntine; Lexing Xie (SIGIR, 2013)

Optimal-Scaling-Factor Assignment for Patch-wise Image Retargeting. - Yun Liang 003; Yong-Jin Liu 001; Xiaonan Luo; Lexing Xie; Xiaolan Fu (IEEE Computer Graphics and Applications, 2013)

Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining. - Guan-Long Wu; Yin-Hsi Kuo; Tzu-Hsuan Chiu; Winston H. Hsu; Lexing Xie (IEEE Multim., 2013)

Learning to Distribute Vocabulary Indexing for Scalable Visual Search. - Rongrong Ji; Ling-Yu Duan; Jie Chen 006; Lexing Xie; Hongxun Yao; Wen Gao 001 (IEEE Trans. Multim., 2013)

Tracking Large-Scale Video Remix in Real-World Events. - Lexing Xie; Apostol Natsev; Xuming He 001; John R. Kender; Matthew L. Hill; John R. Smith (IEEE Trans. Multim., 2013)

Relationship-Based Top-K Concept Retrieval for Ontology Search. - Anila Sahar Butt; Armin Haller; Lexing Xie (EKAW, 2014)

GeoMM 2014: the third ACM multimedia workshop ongeotagging and its applications in multimedia. - Liangliang Cao; Gerald Friedland; Lexing Xie (ACM Multimedia, 2014)

Social multimedia computing. - Peng Cui 001; Lexing Xie; Jitao Sang; Changsheng Xu (ACM Multimedia, 2014)

Learning Knowledge Bases for Text and Multimedia. - Lexing Xie; Haixun Wang (ACM Multimedia, 2014)

Twitter-driven YouTube Views: Beyond Individual Influencers. - Honglin Yu; Lexing Xie; Scott Sanner (ACM Multimedia, 2014)

Social collaborative filtering for cold-start recommendations. - Suvash Sedhain; Scott Sanner; Darius Braziunas; Lexing Xie; Jordan Christensen (RecSys, 2014)

Ontology Search: An Empirical Evaluation. - Anila Sahar Butt; Armin Haller; Lexing Xie (ISWC (2), 2014)

Content is Dead ... Long Live Content: The New Age of Multimedia-Hard Problems. - Lexing Xie; David A. Shamma; Cees Snoek (IEEE Multim., 2014)

A Sketch-Based Approach for Interactive Organization of Video Clips. - Yong-Jin Liu 001; Cui-Xia Ma; Qiu-Fang Fu; Xiaolan Fu; Sheng Feng Qin; Lexing Xie (ACM Trans. Multim. Comput. Commun. Appl., 2014)

Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs. - Zhiyu Wang; Peng Cui 001; Lexing Xie; Wenwu Zhu 001; Yong Rui; Shiqiang Yang (ACM Trans. Multim. Comput. Commun. Appl., 2014)

Keypoint encoding and transmission for improved feature extraction from compressed images. - Jianshu Chao; Eckehard G. Steinbach; Lexing Xie (ICME, 2015)

The Lifecyle of a Youtube Video: Phases, Content and Popularity. - Honglin Yu; Lexing Xie; Scott Sanner (ICWSM, 2015)

A Taxonomy of Semantic Web Data Retrieval Techniques. - Anila Sahar Butt; Armin Haller; Lexing Xie (K-CAP, 2015)

Studying Object Naming with Online Photos and Caption. - Alexander Patrick Mathews; Lexing Xie; Xuming He 001 (MMCommons@ACM Multimedia, 2015)

Learning Knowledge Bases for Multimedia in 2015. - Lexing Xie; Haixun Wang (ACM Multimedia, 2015)

Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages. - Khoi-Nguyen Tran; Peter Christen; Scott Sanner; Lexing Xie (PAKDD (1), 2015)

Choosing Basic-Level Concept Names Using Visual and Language Context. - Alexander Patrick Mathews; Lexing Xie; Xuming He 001 (WACV, 2015)

AutoRec: Autoencoders Meet Collaborative Filtering. - Suvash Sedhain; Aditya Krishna Menon; Scott Sanner; Lexing Xie (WWW (Companion Volume), 2015)

Differential Topic Models. - Changyou Chen; Wray L. Buntine; Nan Ding 002; Lexing Xie; Lan Du 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Modeling Emotion Influence in Image Social Networks. - Xiaohui Wang 004; Jia Jia 001; Jie Tang 001; Boya Wu; Lianhong Cai; Lexing Xie (IEEE Trans. Affect. Comput., 2015)

SentiCap: Generating Image Descriptions with Sentiments. - Alexander Patrick Mathews; Lexing Xie; Xuming He 001 (AAAI, 2016)

Learning Points and Routes to Recommend Trajectories. - Dawei Chen; Cheng Soon Ong; Lexing Xie (CIKM, 2016)

Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches. - Dongwoo Kim 002; Lexing Xie; Cheng Soon Ong (CIKM, 2016)

Feature Driven and Point Process Approaches for Popularity Prediction. - Swapnil Mishra; Marian-Andrei Rizoiu; Lexing Xie (CIKM, 2016)

A Little Competition Never Hurt Anyone's Relevance Assessments. - Yuan Jin; Mark James Carman; Lexing Xie (GamifIR@SIGIR, 2016)

Evolution of Privacy Loss in Wikipedia. - Marian-Andrei Rizoiu; Lexing Xie; Tibério S. Caetano; Manuel Cebrián (WSDM, 2016)

RecOn: Ontology recommendation for structureless queries. - Anila Sahar Butt; Armin Haller; Lexing Xie (Appl. Ontology, 2016)

Can this video be promoted? - Endogenous and exogenous popularity processes in social media. - Marian-Andrei Rizoiu; Lexing Xie; Scott Sanner; Manuel Cebrián; Honglin Yu; Pascal Van Hentenryck (CoRR, 2016)

Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey. - Yong-Jin Liu 001; Minjing Yu; Qiu-Fang Fu; Wenfeng Chen; Ye Liu 010; Lexing Xie (Frontiers Comput. Sci., 2016)

DWRank: Learning concept ranking for ontology search. - Anila Sahar Butt; Armin Haller; Lexing Xie (Semantic Web, 2016)

An Interactive SpiralTape Video Summarization. - Yong-Jin Liu 001; CuiXia Ma; Guozhen Zhao; Xiaolan Fu; Hongan Wang; Guozhong Dai; Lexing Xie (IEEE Trans. Multim., 2016)

Low-Rank Linear Cold-Start Recommendation from Social Data. - Suvash Sedhain; Aditya Krishna Menon; Scott Sanner; Lexing Xie; Darius Braziunas (AAAI, 2017)

Leveraging Side Information to Improve Label Quality Control in Crowd-Sourcing. - Yuan Jin; Mark James Carman; Dongwoo Kim 002; Lexing Xie (HCOMP, 2017)

A Longitudinal Study of Topic Classification on Twitter. - Zahra Iman; Scott Sanner; Mohamed Reda Bouadjenek; Lexing Xie (ICWSM, 2017)

Online Popularity Under Promotion: Viral Potential, Forecasting, and the Economics of Time. - Marian-Andrei Rizoiu; Lexing Xie (ICWSM, 2017)

PathRec: Visual Analysis of Travel Route Recommendations. - Dawei Chen; Dongwoo Kim 002; Lexing Xie; Minjeong Shin; Aditya Krishna Menon; Cheng Soon Ong; Iman Avazpour; John Grundy 001 (RecSys, 2017)

Revisiting revisits in trajectory recommendation. - Aditya Krishna Menon; Dawei Chen; Lexing Xie; Cheng Soon Ong (CitRec@RecSys, 2017)

Expecting to be HIP: Hawkes Intensity Processes for Social Media Popularity. - Marian-Andrei Rizoiu; Lexing Xie; Scott Sanner; Manuel Cebrián; Honglin Yu; Pascal Van Hentenryck (WWW, 2017)

Structured Recommendation. - Dawei Chen; Lexing Xie; Aditya Krishna Menon; Cheng Soon Ong (CoRR, 2017)

A Tutorial on Hawkes Processes for Events in Social Media. - Marian-Andrei Rizoiu; Young Lee; Swapnil Mishra; Lexing Xie (CoRR, 2017)

Beyond Views: Measuring and Predicting Engagement on YouTube Videos. - Siqi Wu; Marian-Andrei Rizoiu; Lexing Xie (CoRR, 2017)

Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance. - Aditya Mogadala; Umanga Bista; Lexing Xie; Achim Rettinger (CoRR, 2017)

SIR-Hawkes: on the Relationship Between Epidemic Models and Hawkes Point Processes. - Marian-Andrei Rizoiu; Swapnil Mishra; Quyu Kong; Mark James Carman; Lexing Xie (CoRR, 2017)

Detecting Stress Based on Social Interactions in Social Networks. - Huijie Lin; Jia Jia 001; Jiezhong Qiu; Yongfeng Zhang; Guangyao Shen; Lexing Xie; Jie Tang 001; Ling Feng; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2017)

Action Schema Networks: Generalised Policies With Deep Learning. - Sam Toyer; Felipe W. Trevizan; Sylvie Thiébaux; Lexing Xie (AAAI, 2018)

SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text. - Alexander Patrick Mathews; Lexing Xie; Xuming He 001 (CVPR, 2018)

Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects. - Aditya Mogadala; Umanga Bista; Lexing Xie; Achim Rettinger (ESWC, 2018)

Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. - Swapnil Mishra; Marian-Andrei Rizoiu; Lexing Xie (ICWSM, 2018)

#DebateNight: The Role and Influence of Socialbots on Twitter During the 1st 2016 U.S. Presidential Debate. - Marian-Andrei Rizoiu; Timothy Graham 001; Rui Zhang; Yifei Zhang; Robert Ackland; Lexing Xie (ICWSM, 2018)

Beyond Views: Measuring and Predicting Engagement in Online Videos. - Siqi Wu; Marian-Andrei Rizoiu; Lexing Xie (ICWSM, 2018)

Rethinking Summarization and Storytelling for Modern Social Multimedia. - 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; et al. (MMM (1), 2018)

Will This Video Go Viral: Explaining and Predicting the Popularity of Youtube Videos. - Quyu Kong; Marian-Andrei Rizoiu; Siqi Wu; Lexing Xie (WWW (Companion Volume), 2018)

SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations. - Marian-Andrei Rizoiu; Swapnil Mishra; Quyu Kong; Mark James Carman; Lexing Xie (WWW, 2018)

Analyzing and Predicting Emoji Usages in Social Media. - Peijun Zhao; Jia Jia 001; Yongsheng An; Jie Liang; Lexing Xie; Jiebo Luo 001 (WWW (Companion Volume), 2018)

#DebateNight: The Role and Influence of Socialbots on Twitter During the 1st U.S. Presidential Debate. - Marian-Andrei Rizoiu; Timothy Graham 001; Rui Zhang; Yifei Zhang; Robert Ackland; Lexing Xie (CoRR, 2018)

Simplifying Sentences with Sequence to Sequence Models. - Alexander Patrick Mathews; Lexing Xie; Xuming He 001 (CoRR, 2018)

GOTO Rankings Considered Helpful. - Emery D. Berger; Stephen M. Blackburn; Carla E. Brodley; H. V. Jagadish; Kathryn S. McKinley; Mario A. Nascimento; Minjeong Shin; Lexing Xie (CoRR, 2018)

D-PAGE: Diverse Paraphrase Generation. - Qiongkai Xu; Juyan Zhang; Lizhen Qu; Lexing Xie; Richard Nock (CoRR, 2018)

Comparative Document Summarisation via Classification. - Umanga Bista; Alexander Patrick Mathews; Minjeong Shin; Aditya Krishna Menon; Lexing Xie (AAAI, 2019)

Influence Flowers of Academic Entities. - Minjeong Shin; Alexander Soen; Benjamin T. Readshaw; Stephen M. Blackburn; Mitchell Whitelaw; Lexing Xie (VAST, 2019)

Efficient Non-parametric Bayesian Hawkes Processes. - Rui Zhang; Christian J. Walder; Marian-Andrei Rizoiu; Lexing Xie (IJCAI, 2019)

Guiding Search with Generalized Policies for Probabilistic Planning. - William Shen; Felipe W. Trevizan; Sam Toyer; Sylvie Thiébaux; Lexing Xie (SOCS, 2019)

Visualizing Graph Differences from Social Media Streams. - Minjeong Shin; Dongwoo Kim 002; Jae Hee Lee 003; Umanga Bista; Lexing Xie (WSDM, 2019)

GOTO rankings considered helpful. - Emery D. Berger; Stephen M. Blackburn; Carla E. Brodley; H. V. Jagadish; Kathryn S. McKinley; Mario A. Nascimento; Minjeong Shin; Kuansan Wang; Lexing Xie (Commun. ACM, 2019)

Author Growth Outstrips Publication Growth in Computer Science and Publication Quality Correlates with Collaboration. - Stephen M. Blackburn; Kathryn S. McKinley; Lexing Xie (CoRR, 2019)

Estimating Attention Flow in Online Video Networks. - Siqi Wu; Marian-Andrei Rizoiu; Lexing Xie (Proc. ACM Hum. Comput. Interact., 2019)

Describing and Predicting Online Items with Reshare Cascades via Dual Mixture Self-exciting Processes. - Quyu Kong; Marian-Andrei Rizoiu; Lexing Xie (CIKM, 2020)

Transform and Tell: Entity-Aware News Image Captioning. - Alasdair Tran; Alexander Patrick Mathews; Lexing Xie (CVPR, 2020)

SupMMD: A Sentence Importance Model for Extractive Summarisation using Maximum Mean Discrepancy. - Umanga Bista; Alexander Patrick Mathews; Aditya Krishna Menon; Lexing Xie (EMNLP (Findings), 2020)

Variation across Scales: Measurement Fidelity under Twitter Data Sampling. - Siqi Wu; Marian-Andrei Rizoiu; Lexing Xie (ICWSM, 2020)

Quantile Propagation for Wasserstein-Approximate Gaussian Processes. - Rui Zhang; Christian J. Walder; Edwin V. Bonilla; Marian-Andrei Rizoiu; Lexing Xie (NeurIPS, 2020)

Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models. - Quyu Kong; Marian-Andrei Rizoiu; Lexing Xie (WSDM, 2020)

Exploiting Uncertainty in Popularity Prediction of Information Diffusion Cascades Using Self-exciting Point Processes. - Quyu Kong; Marian-Andrei Rizoiu; Lexing Xie (CoRR, 2020)

Universal Approximation with Neural Intensity Point Processes. - Alexander Soen; Alexander Patrick Mathews; Daniel Grixti-Cheng; Lexing Xie (CoRR, 2020)

SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy. - Umanga Bista; Alexander Patrick Mathews; Aditya Krishna Menon; Lexing Xie (CoRR, 2020)

Editorial for the ICMR 2019 special issue. - K. Selçuk Candan; Marco Bertini 001; Xiao-Yong Wei; Lexing Xie (Int. J. Multim. Inf. Retr., 2020)

ASNets: Deep Learning for Generalised Planning. - Sam Toyer; Sylvie Thiébaux; Felipe W. Trevizan; Lexing Xie (J. Artif. Intell. Res., 2020)

UNIPoint: Universally Approximating Point Processes Intensities. - Alexander Soen; Alexander Patrick Mathews; Daniel Grixti-Cheng; Lexing Xie (AAAI, 2021)

AttentionFlow: Visualising Influence in Networks of Time Series. - Minjeong Shin; Alasdair Tran; Siqi Wu; Alexander Patrick Mathews; Rong Wang; Georgiana Lyall; Lexing Xie (WSDM, 2021)

Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series. - Alasdair Tran; Alexander Patrick Mathews; Cheng Soon Ong; Lexing Xie (WWW, 2021)

Interval-censored Hawkes processes. - Marian-Andrei Rizoiu; Alexander Soen; Shidi Li; Leanne Dong; Aditya Krishna Menon; Lexing Xie (CoRR, 2021)

Smallset Timelines: A Visual Representation of Data Preprocessing Decisions. - Lydia R. Lucchesi; Petra M. Kuhnert; Jenny L. Davis; Lexing Xie (FAccT, 2022)

Whose Advantage? Measuring Attention Dynamics across YouTube and Twitter on Controversial Topics. - JooYoung Lee; Siqi Wu; Ali Mert Ertugrul; Yu-Ru Lin; Lexing Xie (ICWSM, 2022)

Mapping Topics in 100, 000 Real-Life Moral Dilemmas. - Tuan Dung Nguyen; Georgiana Lyall; Alasdair Tran; Minjeong Shin; Nicholas George Carroll; Colin Klein; Lexing Xie (ICWSM, 2022)

Fair Wrapping for Black-box Predictions. - Alexander Soen; Ibrahim M. Alabdulmohsin; Sanmi Koyejo; Yishay Mansour; Nyalleng Moorosi; Richard Nock; Ke Sun 001; Lexing Xie (NeurIPS, 2022)

Determinantal Point Process Likelihoods for Sequential Recommendation. - Yuli Liu; Christian J. Walder; Lexing Xie (SIGIR, 2022)

Interval-censored Hawkes processes. - Marian-Andrei Rizoiu; Alexander Soen; Shidi Li; Pio Calderon; Leanne Dong; Aditya Krishna Menon; Lexing Xie (J. Mach. Learn. Res., 2022)

A longitudinal study of topic classification on Twitter. - Mohamed Reda Bouadjenek; Scott Sanner; Zahra Iman; Lexing Xie; Daniel Xiaoliang Shi (PeerJ Comput. Sci., 2022)

Factorized Fourier Neural Operators. - Alasdair Tran; Alexander Patrick Mathews; Lexing Xie; Cheng Soon Ong (ICLR, 2023)

Stability and Efficiency of Personalised Cultural Markets. - Haiqing Zhu; Yun Kuen Cheung; Lexing Xie (WWW, 2023)

Sampled Transformer for Point Sets. - Shidi Li; Christian Walder; Alexander Soen; Lexing Xie; Miaomiao Liu (CoRR, 2023)

The Shapes of the Fourth Estate During the Pandemic: Profiling COVID-19 News Consumption in Eight Countries. - Cai Yang; Lexing Xie; Siqi Wu (Proc. ACM Hum. Comput. Interact., 2023)

Roslingifier: Semi-Automated Storytelling for Animated Scatterplots. - Minjeong Shin; Joohee Kim; Yunha Han; Lexing Xie; Mitchell Whitelaw; Bum Chul Kwon; Sungahn Ko; Niklas Elmqvist (IEEE Trans. Vis. Comput. Graph., 2023)

A Universal Sets-level Optimization Framework for Next Set Recommendation. - Yuli Liu; Min Liu 022; Christian Walder; Lexing Xie (CIKM, 2024)

Learning k-Determinantal Point Processes for Personalized Ranking. - Yuli Liu; Christian Walder; Lexing Xie (ICDE, 2024)

Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning. - Hansheng Xue; Vijini Mallawaarachchi; Lexing Xie; Vaibhav Rajan (ICLR, 2024)

Online Learning in Betting Markets: Profit versus Prediction. - Haiqing Zhu; Alexander Soen; Yun Kuen Cheung; Lexing Xie (ICML, 2024)

Measuring Moral Dimensions in Social Media with Mformer. - Tuan Dung Nguyen; Ziyu Chen; Nicholas George Carroll; Alasdair Tran; Colin Klein; Lexing Xie (ICWSM, 2024)

Probabilistic Attention for Sequential Recommendation. - Yuli Liu; Christian Walder; Lexing Xie; Yiqun Liu 001 (KDD, 2024)

IMC: A Benchmark for Invariant Learning under Multiple Causes. - Taero Kim; Seonggyun Lee; Joonseong Kang; Youngjun Choi; Wonsang Yun; Nicole Hee-Yeon Kim; Ziyu Chen; Lexing Xie; Kyungwoo Song (CVPR Workshops, 2025)

AI-Empowered Catalyst Discovery: A Survey from Classical Machine Learning Approaches to Large Language Models. - Yuanyuan Xu 002; Hanchen Wang 001; Wenjie Zhang 001; Lexing Xie; Yin Chen; Flora Salim; Ying Zhang 001; Justin Gooding; Toby Walsh (CoRR, 2025)