Technical Papers: Applications
| Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices | |
| Mohammad Raihanul Islam, K. S. M. Tozammel Hossain, Siddharth Krishnan, Naren Ramakrishnan |
| On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks | |
| Chuan Zhou, Wei-Xue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo |
Technical Papers: AI and the Web
| From Tweets to Wellness: Wellness Event Detection from Twitter Streams | |
| Mohammad Akbari, Xia Hu, Nie Liqiang, Tat-Seng Chua |
| Capturing Semantic Correlation for Item Recommendation in Tagging Systems | |
| Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Deren Chen |
| Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns | |
| Jing He, Xin Li, Lejian Liao, Dandan Song, William K. Cheung |
| VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback | |
| Ruining He, Julian McAuley |
| Improved Neural Machine Translation with SMT Features | |
| Wei He, Zhongjun He, Hua Wu, Haifeng Wang |
| Detect Overlapping Communities via Ranking Node Popularities | |
| Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang |
| Predicting Online Protest Participation of Social Media Users | |
| Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu |
| Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags | |
| Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum |
| Recommendation with Social Dimensions | |
| Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu |
| Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective | |
| Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang |
| Understanding Emerging Spatial Entities | |
| Jinyoung Yeo, Jin-woo Park, Seung-won Hwang |
Technical Papers: Cognitive Modeling
| Egocentric Video Search via Physical Interactions | |
| Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama |
Technical Papers: Game Playing and Interactive Entertainment
| Reuse of Neural Modules for General Video Game Playing | |
| Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen |
Technical Papers: Game Theory and Economic Paradigms
| From Duels to Battlefields: Computing Equilibria of Blotto and Other Games | |
| AmirMahdi Ahmadinejad, Sina Dehghani, MohammadTaghi Hajiaghay, Brendan Lucier, Hamid Mahini, Saeed Seddighin |
| Learning Market Parameters Using Aggregate Demand Queries | |
| Xiaohui Bei, Wei Chen, Jugal Garg, Martin Hoefer, Xiaoming Sun |
| Assignment and Pricing in Roommate Market | |
| Pak Hay Chan, Xin Huang, Zhengyang Liu, Chihao Zhang, Shengyu Zhang |
| Refining Subgames in Large Imperfect Information Games | |
| Matej Moravcik, Martin Schmid, Karel Ha, Milan Hladik, Stephen J. Gaukrodger |
Technical Papers: Heuristic Search and Optimization
| Towards Clause-Learning State Space Search: Learning to Recognize Dead-Ends | |
| Marcel Steinmetz, Joerg Hoffmann |
Technical Papers: Knowledge Representation and Reasoning
| Qualitative Spatio-Temporal Stream Reasoning with Unobservable Intertemporal Spatial Relations Using Landmarks | |
| Daniel de Leng, Fredrik Heintz |
| Knowledge Graph Completion with Adaptive Sparse Transfer Matrix | |
| Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao |
| Query Answering with Inconsistent Existential Rules under Stable Model Semantics | |
| Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang |
| Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes | |
| Zhe Wang, Ling-Yu Duan, Tiejun Huang, Gao Wen |
Technical Papers: Machine Learning Applications
| Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks | |
| Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng Ann Heng |
| Deep Contextual Networks for Neuronal Structure Segmentation | |
| Hao Chen, Xiao Juan Qi, Jie Zhi Cheng, Pheng Ann Heng |
| MOOCs Meet Measurement Theory: A Topic-Modelling Approach | |
| Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan |
| Creating Images by Learning Image Semantics Using Vector Space Models | |
| Derrall Heath, Dan Ventura |
| Efficient Learning of Timeseries Shapelets | |
| Lu Hou, James T. Kwok, Jacek M. Zurada |
| Learning to Appreciate the Aesthetic Effects of Clothing | |
| Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan |
| Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data | |
| Zitao Liu, Milos Hauskrecht |
| Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning | |
| Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang |
| Joint Multi-View Representation Learning and Image Tagging | |
| Zhe Xue, Guorong Li, Qingming Huang |
| Simultaneous Feature and Sample Reduction for Image-Set Classification | |
| Man Zhang, Ran He, Dong Cao, Zhenan Sun, Tieniu Tan |
| Collective Noise Contrastive Estimation for Policy Transfer Learning | |
| Weinan Zhang, Ulrich Paquet, Katja Hofmann |
| Learning a Hybrid Architecture for Sequence Regression and Annotation | |
| Yizhe Zhang, Ricardo Henao, Lawrence Carin, Jianling Zhong, Alexander Hartemink |
Technical Papers: Machine Learning Methods
| Approximate K-Means++ in Sublinear Time | |
| Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause |
| Knowledge Transfer with Interactive Learning of Semantic Relationships | |
| Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis |
| Discriminative Analysis Dictionary Learning | |
| Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He |
| Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis | |
| Assaf Hallak, Aviv Tamar, Remi Munos, Shie Mannor |
| Multi-Stage Multi-Task Learning with Reduced Rank | |
| Lei Han, Yu Zhang |
| Reduction Techniques for Graph-Based Convex Clustering | |
| Lei Han, Yu Zhang |
| SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream | |
| Ahsanul Haque, Latifur Khan, Michael Baron |
| Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness | |
| Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic |
| Discriminative Vanishing Component Analysis | |
| Chenping Hou, Feiping Nie, Dacheng Tao |
| Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression | |
| Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki |
| Multi-Label Manifold Learning | |
| Peng Hou, Xin Geng, Min-Ling Zhang |
| Optimal Discrete Matrix Completion | |
| Zhouyuan Huo, Ji Liu, Heng Huang |
| The l2,1-Norm Stacked Robust Autoencoders for Domain Adaptation | |
| Wenhao Jiang, Hongchang Gao, Fu-lai Chung, Heng Huang |
| Scalable Sequential Spectral Clustering | |
| Yeqing Li, Junzhou Huang, Wei Liu |
| Online ARIMA Algorithms for Time Series Prediction | |
| Chenghao Liu, Steven C.H. Hoi, Peilin Zhao, Jianling Sun |
| Expected Tensor Decomposition with Stochastic Gradient Descent | |
| Takanori Maehara, Kohei Hayashi, Ken-ichi Kawarabayashi |
| New l1-Norm Relaxations and Optimizations for Graph Clustering | |
| Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang |
| The Constrained Laplacian Rank Algorithm for Graph-Based Clustering | |
| Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang |
| Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data | |
| Mingkui Tan, Yan Yan, Li Wang, Anton Van Den Hengel, Ivor W. Tsang, Qinfeng (Javen) Shi |
| Online Instrumental Variable Regression with Applications to Online Linear System Identification | |
| Arun Venkatraman, Wen Sun, Martial Hebert, J. Andrew Bagnell, Byron Boots |
| Product Grassmann Manifold Representation and Its LRR Models | |
| Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin |
| Text Classification with Heterogeneous Information Network Kernels | |
| Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han |
| Learning by Transferring from Unsupervised Universal Sources | |
| Yu-Xiong Wang, Martial Hebert |
| Learning Deep ℓ0 Encoders | |
| Zhangyang Wang, Qing Ling, Thomas S. Huang |
| Derivative-Free Optimization via Classification | |
| Yang Yu, Hong Qian, Yi-Qi Hu |
| Learning Expected Hitting Time Distance | |
| De-Chuan Zhan, Peng Hu, Zui Chu, Zhi-Hua Zhou |
| Accelerated Sparse Linear Regression via Random Projection | |
| Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He |
| Near-Optimal Active Learning of Multi-Output Gaussian Processes | |
| Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli |
| Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction | |
| Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho |
| Veto-Consensus Multiple Kernel Learning | |
| Yuxun Zhou, Ninghang Hu, Costas J. Spanos |
| Coupled Dictionary Learning for Unsupervised Feature Selection | |
| Pengfei Zhu, Qinghua Hu, Changqing Zhang, Wangmeng Zuo |
Technical Papers: Multiagent Systems
| Emergence of Social Punishment and Cooperation through Prior Commitments | |
| The Anh Han |
| Efficient Computation of Emergent Equilibrium in Agent-Based Simulation | |
| Zehong Hu, Meng Sha, Moath Jarrah, Jie Zhang, Hui Xi |
| Strengthening Agents Strategic Ability with Communication | |
| Xiaowei Huang, Qingliang Chen, Kaile Su |
| Model Checking Probabilistic Knowledge: A PSPACE Case | |
| Xiaowei Huang, Marta Kwiatkowska |
| Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments | |
| Miao Liu, Christopher Amato, Emily P. Anesta, John Daniel Griffith, Jonathan P How |
Technical Papers: NLP and Knowledge Representation
| Verb Pattern: A Probabilistic Semantic Representation on Verbs | |
| Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang |
| A Generative Model of Words and Relationships from Multiple Sources | |
| Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch |
| Fine-Grained Semantic Conceptualization of FrameNet | |
| Jin-woo Park, Seung-won Hwang, Haixun Wang |
| Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter | |
| Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma |
Technical Papers: NLP and Machine Learning
| Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text | |
| Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu |
| Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation | |
| Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, Jie Hao |
| Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint | |
| Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu |
Technical Papers: NLP and Text Mining
| Collective Supervision of Topic Models for Predicting Surveys with Social Media | |
| Adrian Benton, Michael J. Paul, Braden Hancock, Mark Dredze |
| Discourse Relations Detection via a Mixed Generative-Discriminative Framework | |
| Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang |
| To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation | |
| Christian Hadiwinoto, Yang Liu, Hwee Tou Ng |
| Global Distant Supervision for Relation Extraction | |
| Xianpei Han, Le Sun |
| Extracting Topical Phrases from Clinical Documents | |
| Yulan He |
| Topical Analysis of Interactions Between News and Social Media | |
| Ting Hua, Yue Ning, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan |
| A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification | |
| Shulin Liu, Kang Liu, Shizhu He, Jun Zhao |
| Microsummarization of Online Reviews: An Experimental Study | |
| Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell |
| A Semi-Supervised Learning Approach to Why-Question Answering | |
| Jong-Hoon Oh, Kentaro Torisawa, Chikara Hashimoto, Ryu Iida, Masahiro Tanaka, Julien Kloetzer |
| Personalized Microblog Sentiment Classification via Multi-Task Learning | |
| Fangzhao Wu, Yongfeng Huang |
| A Joint Model for Question Answering over Multiple Knowledge Bases | |
| Yuanzhe Zhang, Shizhu He, Kang Liu, Jun Zhao |
| A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries | |
| Zhenzhong Zhang, Le Sun, Xianpei Han |
Technical Papers: Planning and Scheduling
| General Error Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems | |
| Eric A. Hansen, Ibrahim Abdoulahi |
| Solving Risk-Sensitive POMDPs With and Without Cost Observations | |
| Ping Hou, William Yeoh, Pradeep Varakantham |
Technical Papers: Reasoning under Uncertainty
| On Learning Causal Models from Relational Data | |
| Sanghack Lee, Vasant Honavar |
Technical Papers: Search and Constraint Satisfaction
| Using the Shapley Value to Analyze Algorithm Portfolios | |
| Alexandre Fréchette, Lars Kotthoff, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown |
| Bidirectional Search That Is Guaranteed to Meet in the Middle | |
| Robert C. Holte, Ariel Felner, Guni Sharon, Nathan R. Sturtevant |
Technical Papers: Robotics
| Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy | |
| Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye |
| Continual Planning in Golog | |
| Till Hofmann, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer |
Technical Papers: Vision
| Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects | |
| Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi |
| Dynamic Concept Composition for Zero-Example Event Detection | |
| Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann |
| Reading Scene Text in Deep Convolutional Sequences | |
| Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang |
| Structured Output Prediction for Semantic Perception in Autonomous Vehicles | |
| Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck |
| Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach | |
| Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal |
| SentiCap: Generating Image Descriptions with Sentiments | |
| Alexander Patrick Mathews, Lexing Xie, Xuming He |
| Look, Listen and Learn — A Multimodal LSTM for Speaker Identification | |
| Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan |
| Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation | |
| Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| Unsupervised Co-Activity Detection from Multiple Videos Using Absorbing Markov Chain | |
| Donghun Yeo, Bohyung Han, Joon Hee Han |
Special Track: Cognitive Systems
| Visual Learning of Arithmetic Operation | |
| Yedid Hoshen, Shmuel Peleg |
Special Track: Computational Sustainability
| A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection | |
| Kai Fan, Chunyuan Li, Katherine Heller |
| Topic Models to Infer Socio-Economic Maps | |
| Lingzi Hong, Enrique Frias-Martinez, Vanessa Frias-Martinez |
| Energy- and Cost-Efficient Pumping Station Control | |
| Timon V. Kanters, Frans A. Oliehoek, Michael Kaisers, Stan R. van den Bosch, Joep Grispen, Jeroen Hermans |
EAAI Symposium Full Paper
| From the Lab to the Classroom and Beyond: Extending a Game-Based Research Platform for Teaching AI to Diverse Audiences | |
| Nicole Sintov, Debarun Kar, Thanh Nguyen, Fei Fang, Kevin Hoffman, Arnaud Lyet, Milind Tambe |
Senior Member Summary Talks
| Ontology Instance Linking: Towards Interlinked Knowledge Graphs | |
| Jeff Heflin, Dezhao Song |
| Rational Verification: From Model Checking to Equilibrium Checking | |
| Michael Wooldridge, Julian Gutierrez, Paul Harrenstein, Enrico Marchioni, Giuseppe Perelli, Alexis Toumi |
Student Abstracts
| A Comparison of Supervised Learning Algorithms for Telerobotic Control Using Electromyography Signals | |
| Tyler M. Frasca, Antonio G. Sestito, Craig Versek, Douglas E. Dow, Barry C. Husowitz, Nate Derbinsky |
| Structure Aware L1 Graph for Data Clustering | |
| Shuchu Han, Hong Qin |
| Multivariate Conditional Outlier Detection and Its Clinical Application | |
| Charmgil Hong, Milos Hauskrecht |
| Connecting the Dots Using Contextual Information Hidden in Text and Images | |
| Md Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, M. Shahriar Hossain |
| Social Emotion Classification via Reader Perspective Weighted Model | |
| Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang |
| Iterative Project Quasi-Newton Algorithm for Training RBM | |
| Shuai Mi, Xiaozhao Zhao, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song |
| Unsupervised Measure of Word Similarity: How to Outperform Co-Occurrence and Vector Cosine in VSMs | |
| Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang |
| ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms | |
| Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang |
| Epitomic Image Super-Resolution | |
| Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang |
Demonstration Papers
| EKNOT: Event Knowledge from News and Opinions in Twitter | |
| Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han |
| Moodee: An Intelligent Mobile Companion for Sensing Your Stress from Your Social Media Postings | |
| Huijie Lin, Jia Jia, Jie Huang, Enze Zhou, Jingtian Fu, Yejun Liu, Huanbo Luan |
| Shoot to Know What: An Application of Deep Networks on Mobile Devices | |
| Jiaxiang Wu, Qinghao Hu, Cong Leng, Jian Cheng |
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