Presentations and Authors


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AI and the Web

A Personalized Interest-Forgetting Markov Model for Recommendations PDF
Jun Chen, Chaokun Wang, Jianmin Wang
Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors PDF
Jun Chen, Chaokun Wang, Jianmin Wang
VELDA: Relating an Image Tweet’s Text and Images PDF
Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu
On Information Coverage for Location Category Based Point-of-Interest Recommendation PDF
Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data PDF
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP PDF
Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang
An Axiomatic Approach to Link Prediction PDF
Sara Cohen, Aviv Zohar
Perceiving Group Themes from Collective Social and Behavioral Information PDF
Peng Cui, Tianyang Zhang, Fei Wang, Peng He
Predicting the Demographics of Twitter Users from Website Traffic Data PDF
Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler
Extended Property Paths: Writing More SPARQL Queries in a Succinct Way PDF
Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens
Modeling with Node Degree Preservation Can Accurately Find Communities PDF
Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang
Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter PDF
Virgile Landeiro Dos Reis, Aron Culotta
A Tri-Role Topic Model for Domain-Specific Question Answering PDF
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
Causal Inference via Sparse Additive Models with Application to Online Advertising PDF
Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang
Sampling Representative Users from Large Social Networks PDF
Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets PDF
Jinpeng Wang, Gao Cong, Xin Wayne Zhao, Xiaoming Li
Clustering-Based Collaborative Filtering for Link Prediction PDF
Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization PDF
Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo
A Probabilistic Model for Bursty Topic Discovery in Microblogs PDF
Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
RAIN: Social Role-Aware Information Diffusion PDF
Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction PDF
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao
Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval PDF
Wei-Nan Zhang, Zhao-Yan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua

Applications

Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel PDF
Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data PDF
Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng
Learning User-Specific Latent Influence and Susceptibility from Information Cascades PDF
Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng

Cognitive Systems

AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis PDF
Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria

Computational Sustainability and AI

Influence-Driven Model for Time Series Prediction from Partial Observations PDF
Saima Aman, Charalampos Chelmis, Viktor K. Prasanna
Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa PDF
Stefano Ermon, Yexiang Xue, Russell Toth, Bistra Dilkina, Richard Bernstein, Theodoros Damoulas, Patrick Clark, Steve DeGloria, Andrew Mude, Christopher Barrett, Carla P. Gomes
Towards Optimal Solar Tracking: A Dynamic Programming Approach PDF
Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas Robert Jennings

Game Playing and Interactive Entertainment

Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games PDF
Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani
Continuity Editing for 3D Animation PDF
Quentin Galvane, Rémi Ronfard, Christophe Lino, Marc Christie

Game Theory and Economic Paradigms

Assessing the Robustness of Cremer-McLean with Automated Mechanism Design PDF
Michael Albert, Vincent Conitzer, Giuseppe Lopomo
Online Learning and Profit Maximization from Revealed Preferences PDF
Kareem Amin, Rachel Cummings, Lili Dworkin, Michael Kearns, Aaron Roth
Justified Representation in Approval-Based Committee Voting PDF
Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh
Audit Games with Multiple Defender Resources PDF
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games PDF
Branislav Bosansky, Jiri Cermak
Strategic Voting and Strategic Candidacy PDF
Markus Brill, Vincent Conitzer
Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker PDF
Mithun Chakraborty, Sanmay Das, Justin Peabody
Computing Nash Equilibrium in Interdependent Defense Games PDF
Hau Chan, Luis Ortiz
Fair Information Sharing for Treasure Hunting PDF
Yiling Chen, Kobbi Nissim, Bo Waggoner
Conventional Machine Learning for Social Choice PDF
John A. Doucette, Kate Larson, Robin Cohen
Elicitation for Aggregation PDF
Rafael M. Frongillo, Yiling Chen, Ian A. Kash
Matching with Dynamic Ordinal Preferences PDF
Hadi Hosseini, Kate Larson, Robin Cohen
Cooperative Game Solution Concepts that Maximize Stability under Noise PDF
Yuqian Li, Vincent Conitzer

Heuristic Search and Optimization

Two Weighting Local Search for Minimum Vertex Cover PDF
Shaowei Cai, Jinkun Lin, Kaile Su
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization PDF
Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, Philippe Codognet

Human-Computation and Crowd Sourcing

Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents PDF
Praphul Chandra, Yadati Narahari, Debmalya Mandal, Prasenjit Dey
Efficient Task Sub-Delegation for Crowdsourcing PDF
Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang

Integrated Systems

RANSAC versus CS-RANSAC PDF
Geun Sik Jo, Kee-Sung Lee, Devy Chandra, Chol-Hee Jang, Myung-Hyun Ga
Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation PDF
KinMing Kam, Shouyi Wang, Stephen R. Bowen, Wanpracha Chaovalitwongse
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing PDF
Dawei Zhou, Jiebo Luo, Vincent M.B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry Kautz

Knowledge Representation and Reasoning

Ontology Module Extraction via Datalog Reasoning PDF
Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks
Solving and Explaining Analogy Questions Using Semantic Networks PDF
Adrian Boteanu, Sonia Chernova
Exploiting Parallelism for Hard Problems in Abstract Argumentation PDF
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou

Machine Learning Applications

Marginalized Denoising for Link Prediction and Multi-Label Learning PDF
Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang
Structured Sparsity with Group-Graph Regularization PDF
Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou
Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting PDF
Matthew Junghyun Gingerich, Cristina Conati
Automatic Assessment of OCR Quality in Historical Documents PDF
Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell
Tensor-Based Learning for Predicting Stock Movements PDF
Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen
Coupled Interdependent Attribute Analysis on Mixed Data PDF
Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong
Exploring Social Context for Topic Identification in Short and Noisy Texts PDF
Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai
Modeling Status Theory in Trust Prediction PDF
Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai
Exploiting Task-Feature Co-Clusters in Multi-Task Learning PDF
Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen
Temporally Adaptive Restricted Boltzmann Machine for Background Modeling PDF
Linli Xu, Yitan Li, Yubo Wang, Enhong Chen
On Machine Learning towards Predictive Sales Pipeline Analytics PDF
Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang
A Closed Form Solution to Multi-View Low-Rank Regression PDF
Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang
A Nonconvex Relaxation Approach for Rank Minimization Problems PDF
Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen

Multiagent Systems

An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types PDF
Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy
Verification of Relational Multiagent Systems with Data Types PDF
Diego Calvanese, Giorgio Delzanno, Marco Montali
Elections with Few Voters: Candidate Control Can Be Easy PDF
Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon
Cupid: Commitments in Relational Algebra PDF
Amit Chopra, Munindar Singh
Generalization Analysis for Game-Theoretic Machine Learning PDF
Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhi-Ming Ma, Tie-Yan Liu

NLP and Knowledge Representation

Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization PDF
Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou
Refer-to-as Relations as Semantic Knowledge PDF
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi
Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics PDF
Rahul Jha, Reed Coke, Dragomir Radev

NLP and Machine Learning

Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression PDF
Zsolt Bitvai, Trevor Cohn
A Novel Neural Topic Model and Its Supervised Extension PDF
Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji
Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser PDF
Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape
Dataless Text Classification with Descriptive LDA PDF
Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll
A Stratified Strategy for Efficient Kernel-Based Learning PDF
Simone Filice, Danilo Croce, Roberto Basili
Unsupervised Phrasal Near-Synonym Generation from Text Corpora PDF
Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller
Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue PDF
Changsong Liu, Joyce Yue Chai
Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
A Family of Latent Variable Convex Relaxations for IBM Model 2 PDF
Andrei Arsene Simion, Michael Collins, Cliff Stein
Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework PDF
Ran Xu, Caiming Xiong, Wei Chen, Jason J Corso
Ordering-Sensitive and Semantic-Aware Topic Modeling PDF
Min Yang, Tianyi Cui, Wenting Tu

NLP and Text Mining

English Light Verb Construction Identification Using Lexical Knowledge PDF
Wei-Te Chen, Claire Bonial, Martha Palmer
Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers PDF
Chen Chen, Vincent Ng
Topical Word Embeddings PDF
Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization PDF
Deyu Zhou, Liangyu Chen, Yulan He

Novel Machine Learning Algorithms

Aligning Mixed Manifolds PDF
Thomas Boucher, CJ Carey, Sridhar Mahadevan, Melinda Darby Dyar
Deep Modeling Complex Couplings within Financial Markets PDF
Wei Cao, Liang Hu, Longbing Cao
Structural Learning with Amortized Inference PDF
Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth
A Convex Formulation for Spectral Shrunk Clustering PDF
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
Learning Relational Kalman Filtering PDF
Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi
Collaborative Filtering with Localised Ranking PDF
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
Modelling Class Noise with Symmetric and Asymmetric Distributions PDF
Jun Du, Zhihua Cai
Maximin Separation Probability Clustering PDF
Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen
Outlier-Robust Convex Segmentation PDF
Itamar Katz, Koby Crammer
Multi-tensor Completion with Common Structures PDF
Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo
Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data PDF
Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin
Low-Rank Similarity Metric Learning in High Dimensions PDF
Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation PDF
Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet
Probabilistic Attributed Hashing PDF
Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu
Obtaining Well Calibrated Probabilities Using Bayesian Binning PDF
Mahdi Pakdaman Naeini, Gregory Cooper, Milos Hauskrecht
Detecting Change Points in the Large-Scale Structure of Evolving Networks PDF
Leto Peel, Aaron Clauset
Leveraging Features and Networks for Probabilistic Tensor Decomposition PDF
Piyush Rai, Yingjian Wang, Lawrence Carin
Compress and Control PDF
Joel Veness, Marc G Bellemare, Marcus Hutter, Alvin Chua, Guillaume Desjardins
Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds PDF
Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang
Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision PDF
Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing PDF
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen

Planning and Scheduling

Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
Factored MCTS for Large Scale Stochastic Planning PDF
Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli

Reasoning under Uncertainty

Stable Model Counting and Its Application in Probabilistic Logic Programming PDF
Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter James Stuckey
Optimal Cost Almost-Sure Reachability in POMDPs PDF
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Value of Information Based on Decision Robustness PDF
Suming Jeremiah Chen, Arthur Choi, Adnan Darwiche
Submodular Surrogates for Value of Information PDF
Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity PDF
Fabio Gagliardi Cozman, Denis Deratani Maua
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup

Search and Constraint Satisfaction

SMT-Based Validation of Timed Failure Propagation Graphs PDF
Marco Bozzano, Alessandro Cimatti, Marco Gario, Andrea Micheli
Binarisation via Dualisation for Valued Constraints PDF
David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny

Vision

Building Effective Representations for Sketch Recognition PDF
Jun Guo, Changhu Wang, Hongyang Chao
Sparse Deep Stacking Network for Image Classification PDF
Jun Li, Heyou Chang, Jian Yang
Multi-View Point Registration via Alternating Optimization PDF
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Learning Face Hallucination in the Wild PDF
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier
Mechanism Learning with Mechanism Induced Data PDF
Tie-Yan Liu, Wei Chen, Tao Qin
Achieving Intelligence Using Prototypes, Composition, and Analogy PDF
Vinay K. Chaudhri
Towards User-Adaptive Information Visualization PDF
Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé

Student Abstracts

Stochastic Blockmodeling for Online Advertising PDF
Li Chen, Matthew Patton
Query Abduction for ELH Ontologies PDF
Mahsa Chitsaz, Zhe Wang, Kewen Wang
Characterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators PDF
Daniel J. Geschwender, Robert J. Woodward, Berthe Y. Choueiry
On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences PDF
Hadi Hosseini, Kate Larson, Robin Cohen
Language Independent Feature Extractor PDF
Young-Seob Jeong, Ho-Jin Choi
Coupled Collaborative Filtering for Context-aware Recommendation PDF
Xinxin Jiang, Wei Liu, Longbing Cao, Guodong Long
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
Actionable Combined High Utility Itemset Mining PDF
Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao
Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus PDF
Wenting Tu, David Cheung, Nikos Mamoulis
Time-Sensitive Opinion Mining for Prediction PDF
Wenting Tu, David Cheung, Nikos Mamoulis
Touchless Telerobotic Surgery — Is It Possible at All? PDF
Tian Zhou, Maria Eugenia Cabrera, Juan Pablo Wachs

Demonstrations

CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems PDF
Jun Chen, Chaokun Wang, Yiyuan Bai

Virtual Agent Demonstrations

LOL — Laugh Out Loud PDF
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe
Using Social Relationships to Control Narrative Generation PDF
Julie Porteous, Fred Charles, Marc Cavazza


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