AI and the Web
| A Personalized Interest-Forgetting Markov Model for Recommendations | |
| Jun Chen, Chaokun Wang, Jianmin Wang |
| Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors | |
| Jun Chen, Chaokun Wang, Jianmin Wang |
| VELDA: Relating an Image Tweet’s Text and Images | |
| Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu |
| On Information Coverage for Location Category Based Point-of-Interest Recommendation | |
| Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai |
| Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data | |
| 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 | |
| Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang |
| An Axiomatic Approach to Link Prediction | |
| Sara Cohen, Aviv Zohar |
| Perceiving Group Themes from Collective Social and Behavioral Information | |
| Peng Cui, Tianyang Zhang, Fei Wang, Peng He |
| Predicting the Demographics of Twitter Users from Website Traffic Data | |
| Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler |
| Extended Property Paths: Writing More SPARQL Queries in a Succinct Way | |
| Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens |
| Modeling with Node Degree Preservation Can Accurately Find Communities | |
| Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang |
| Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter | |
| Virgile Landeiro Dos Reis, Aron Culotta |
| A Tri-Role Topic Model for Domain-Specific Question Answering | |
| Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong |
| Causal Inference via Sparse Additive Models with Application to Online Advertising | |
| Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang |
| Sampling Representative Users from Large Social Networks | |
| 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 | |
| Jinpeng Wang, Gao Cong, Xin Wayne Zhao, Xiaoming Li |
| Clustering-Based Collaborative Filtering for Link Prediction | |
| Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu |
| DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization | |
| Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo |
| A Probabilistic Model for Bursty Topic Discovery in Microblogs | |
| Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
| RAIN: Social Role-Aware Information Diffusion | |
| 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 | |
| Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao |
| Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval | |
| Wei-Nan Zhang, Zhao-Yan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua |
Applications
| Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel | |
| 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 | |
| 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 | |
| Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng |
Cognitive Systems
| AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis | |
| Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria |
Computational Sustainability and AI
| Influence-Driven Model for Time Series Prediction from Partial Observations | |
| 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 | |
| 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 | |
| Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas Robert Jennings |
Game Playing and Interactive Entertainment
| Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games | |
| Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani |
| Continuity Editing for 3D Animation | |
| Quentin Galvane, Rémi Ronfard, Christophe Lino, Marc Christie |
Game Theory and Economic Paradigms
| Assessing the Robustness of Cremer-McLean with Automated Mechanism Design | |
| Michael Albert, Vincent Conitzer, Giuseppe Lopomo |
| Online Learning and Profit Maximization from Revealed Preferences | |
| Kareem Amin, Rachel Cummings, Lili Dworkin, Michael Kearns, Aaron Roth |
| Justified Representation in Approval-Based Committee Voting | |
| Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh |
| Audit Games with Multiple Defender Resources | |
| Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha |
| Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games | |
| Branislav Bosansky, Jiri Cermak |
| Strategic Voting and Strategic Candidacy | |
| Markus Brill, Vincent Conitzer |
| Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker | |
| Mithun Chakraborty, Sanmay Das, Justin Peabody |
| Computing Nash Equilibrium in Interdependent Defense Games | |
| Hau Chan, Luis Ortiz |
| Fair Information Sharing for Treasure Hunting | |
| Yiling Chen, Kobbi Nissim, Bo Waggoner |
| Conventional Machine Learning for Social Choice | |
| John A. Doucette, Kate Larson, Robin Cohen |
| Elicitation for Aggregation | |
| Rafael M. Frongillo, Yiling Chen, Ian A. Kash |
| Matching with Dynamic Ordinal Preferences | |
| Hadi Hosseini, Kate Larson, Robin Cohen |
| Cooperative Game Solution Concepts that Maximize Stability under Noise | |
| Yuqian Li, Vincent Conitzer |
Heuristic Search and Optimization
| Two Weighting Local Search for Minimum Vertex Cover | |
| Shaowei Cai, Jinkun Lin, Kaile Su |
| Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization | |
| 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 | |
| Praphul Chandra, Yadati Narahari, Debmalya Mandal, Prasenjit Dey |
| Efficient Task Sub-Delegation for Crowdsourcing | |
| Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang |
Integrated Systems
| RANSAC versus CS-RANSAC | |
| 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 | |
| KinMing Kam, Shouyi Wang, Stephen R. Bowen, Wanpracha Chaovalitwongse |
| Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing | |
| 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 | |
| Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks |
| Solving and Explaining Analogy Questions Using Semantic Networks | |
| Adrian Boteanu, Sonia Chernova |
| Exploiting Parallelism for Hard Problems in Abstract Argumentation | |
| Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou |
Machine Learning Applications
| Marginalized Denoising for Link Prediction and Multi-Label Learning | |
| Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang |
| Structured Sparsity with Group-Graph Regularization | |
| 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 | |
| Matthew Junghyun Gingerich, Cristina Conati |
| Automatic Assessment of OCR Quality in Historical Documents | |
| Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell |
| Tensor-Based Learning for Predicting Stock Movements | |
| Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen |
| Coupled Interdependent Attribute Analysis on Mixed Data | |
| Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong |
| Exploring Social Context for Topic Identification in Short and Noisy Texts | |
| Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai |
| Modeling Status Theory in Trust Prediction | |
| Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai |
| Exploiting Task-Feature Co-Clusters in Multi-Task Learning | |
| Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen |
| Temporally Adaptive Restricted Boltzmann Machine for Background Modeling | |
| Linli Xu, Yitan Li, Yubo Wang, Enhong Chen |
| On Machine Learning towards Predictive Sales Pipeline Analytics | |
| 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 | |
| Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang |
| A Nonconvex Relaxation Approach for Rank Minimization Problems | |
| 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 | |
| Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy |
| Verification of Relational Multiagent Systems with Data Types | |
| Diego Calvanese, Giorgio Delzanno, Marco Montali |
| Elections with Few Voters: Candidate Control Can Be Easy | |
| Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon |
| Cupid: Commitments in Relational Algebra | |
| Amit Chopra, Munindar Singh |
| Generalization Analysis for Game-Theoretic Machine Learning | |
| 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 | |
| Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou |
| Refer-to-as Relations as Semantic Knowledge | |
| 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 | |
| Rahul Jha, Reed Coke, Dragomir Radev |
NLP and Machine Learning
| Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression | |
| Zsolt Bitvai, Trevor Cohn |
| A Novel Neural Topic Model and Its Supervised Extension | |
| Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji |
| Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser | |
| Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape |
| Dataless Text Classification with Descriptive LDA | |
| Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll |
| A Stratified Strategy for Efficient Kernel-Based Learning | |
| Simone Filice, Danilo Croce, Roberto Basili |
| Unsupervised Phrasal Near-Synonym Generation from Text Corpora | |
| Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller |
| Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue | |
| Changsong Liu, Joyce Yue Chai |
| Never-Ending Learning | |
| 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 | |
| Andrei Arsene Simion, Michael Collins, Cliff Stein |
| Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework | |
| Ran Xu, Caiming Xiong, Wei Chen, Jason J Corso |
| Ordering-Sensitive and Semantic-Aware Topic Modeling | |
| Min Yang, Tianyi Cui, Wenting Tu |
NLP and Text Mining
| English Light Verb Construction Identification Using Lexical Knowledge | |
| Wei-Te Chen, Claire Bonial, Martha Palmer |
| Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers | |
| Chen Chen, Vincent Ng |
| Topical Word Embeddings | |
| Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun |
| An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization | |
| Deyu Zhou, Liangyu Chen, Yulan He |
Novel Machine Learning Algorithms
| Aligning Mixed Manifolds | |
| Thomas Boucher, CJ Carey, Sridhar Mahadevan, Melinda Darby Dyar |
| Deep Modeling Complex Couplings within Financial Markets | |
| Wei Cao, Liang Hu, Longbing Cao |
| Structural Learning with Amortized Inference | |
| Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth |
| A Convex Formulation for Spectral Shrunk Clustering | |
| Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou |
| Learning Relational Kalman Filtering | |
| Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi |
| Collaborative Filtering with Localised Ranking | |
| Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon |
| Modelling Class Noise with Symmetric and Asymmetric Distributions | |
| Jun Du, Zhihua Cai |
| Maximin Separation Probability Clustering | |
| Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen |
| Outlier-Robust Convex Segmentation | |
| Itamar Katz, Koby Crammer |
| Multi-tensor Completion with Common Structures | |
| Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo |
| Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data | |
| Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin |
| Low-Rank Similarity Metric Learning in High Dimensions | |
| 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 | |
| Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet |
| Probabilistic Attributed Hashing | |
| Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu |
| Obtaining Well Calibrated Probabilities Using Bayesian Binning | |
| Mahdi Pakdaman Naeini, Gregory Cooper, Milos Hauskrecht |
| Detecting Change Points in the Large-Scale Structure of Evolving Networks | |
| Leto Peel, Aaron Clauset |
| Leveraging Features and Networks for Probabilistic Tensor Decomposition | |
| Piyush Rai, Yingjian Wang, Lawrence Carin |
| Compress and Control | |
| Joel Veness, Marc G Bellemare, Marcus Hutter, Alvin Chua, Guillaume Desjardins |
| Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds | |
| Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang |
| Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision | |
| Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin |
| A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing | |
| 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 | |
| Alessandro Cimatti, Andrea Micheli, Marco Roveri |
| Factored MCTS for Large Scale Stochastic Planning | |
| Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli |
Reasoning under Uncertainty
| Stable Model Counting and Its Application in Probabilistic Logic Programming | |
| Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter James Stuckey |
| Optimal Cost Almost-Sure Reachability in POMDPs | |
| Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia |
| Value of Information Based on Decision Robustness | |
| Suming Jeremiah Chen, Arthur Choi, Adnan Darwiche |
| Submodular Surrogates for Value of Information | |
| 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 | |
| Fabio Gagliardi Cozman, Denis Deratani Maua |
| Representation Discovery for MDPs Using Bisimulation Metrics | |
| Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup |
Search and Constraint Satisfaction
| SMT-Based Validation of Timed Failure Propagation Graphs | |
| Marco Bozzano, Alessandro Cimatti, Marco Gario, Andrea Micheli |
| Binarisation via Dualisation for Valued Constraints | |
| David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny |
Vision
| Building Effective Representations for Sketch Recognition | |
| Jun Guo, Changhu Wang, Hongyang Chao |
| Sparse Deep Stacking Network for Image Classification | |
| Jun Li, Heyou Chang, Jian Yang |
| Multi-View Point Registration via Alternating Optimization | |
| Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu |
| Learning Face Hallucination in the Wild | |
| Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin |
Senior Member Papers
| Speech Adaptation in Extended Ambient Intelligence Environments | |
| 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 | |
| Tie-Yan Liu, Wei Chen, Tao Qin |
| Achieving Intelligence Using Prototypes, Composition, and Analogy | |
| Vinay K. Chaudhri |
| Towards User-Adaptive Information Visualization | |
| Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé |
Student Abstracts
| Stochastic Blockmodeling for Online Advertising | |
| Li Chen, Matthew Patton |
| Query Abduction for ELH Ontologies | |
| Mahsa Chitsaz, Zhe Wang, Kewen Wang |
| Characterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators | |
| Daniel J. Geschwender, Robert J. Woodward, Berthe Y. Choueiry |
| On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences | |
| Hadi Hosseini, Kate Larson, Robin Cohen |
| Language Independent Feature Extractor | |
| Young-Seob Jeong, Ho-Jin Choi |
| Coupled Collaborative Filtering for Context-aware Recommendation | |
| Xinxin Jiang, Wei Liu, Longbing Cao, Guodong Long |
| Representation Discovery for MDPs Using Bisimulation Metrics | |
| Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup |
| Actionable Combined High Utility Itemset Mining | |
| Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao |
| Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus | |
| Wenting Tu, David Cheung, Nikos Mamoulis |
| Time-Sensitive Opinion Mining for Prediction | |
| Wenting Tu, David Cheung, Nikos Mamoulis |
| Touchless Telerobotic Surgery — Is It Possible at All? | |
| Tian Zhou, Maria Eugenia Cabrera, Juan Pablo Wachs |
Demonstrations
| CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems | |
| Jun Chen, Chaokun Wang, Yiyuan Bai |
Virtual Agent Demonstrations
| LOL — Laugh Out Loud | |
| Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe |
| Using Social Relationships to Control Narrative Generation | |
| Julie Porteous, Fred Charles, Marc Cavazza |
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