Presentations and Authors


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Technical Papers: Applications

Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices PDF
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 PDF
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 PDF
Mohammad Akbari, Xia Hu, Nie Liqiang, Tat-Seng Chua
Capturing Semantic Correlation for Item Recommendation in Tagging Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Deren Chen
Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns PDF
Jing He, Xin Li, Lejian Liao, Dandan Song, William K. Cheung
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback PDF
Ruining He, Julian McAuley
Improved Neural Machine Translation with SMT Features PDF
Wei He, Zhongjun He, Hua Wu, Haifeng Wang
Detect Overlapping Communities via Ranking Node Popularities PDF
Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang
Predicting Online Protest Participation of Social Media Users PDF
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 PDF
Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum
Recommendation with Social Dimensions PDF
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 PDF
Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang
Understanding Emerging Spatial Entities PDF
Jinyoung Yeo, Jin-woo Park, Seung-won Hwang

Technical Papers: Cognitive Modeling

Egocentric Video Search via Physical Interactions PDF
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 PDF
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 PDF
AmirMahdi Ahmadinejad, Sina Dehghani, MohammadTaghi Hajiaghay, Brendan Lucier, Hamid Mahini, Saeed Seddighin
Learning Market Parameters Using Aggregate Demand Queries PDF
Xiaohui Bei, Wei Chen, Jugal Garg, Martin Hoefer, Xiaoming Sun
Assignment and Pricing in Roommate Market PDF
Pak Hay Chan, Xin Huang, Zhengyang Liu, Chihao Zhang, Shengyu Zhang
Refining Subgames in Large Imperfect Information Games PDF
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 PDF
Marcel Steinmetz, Joerg Hoffmann

Technical Papers: Knowledge Representation and Reasoning

Qualitative Spatio-Temporal Stream Reasoning with Unobservable Intertemporal Spatial Relations Using Landmarks PDF
Daniel de Leng, Fredrik Heintz
Knowledge Graph Completion with Adaptive Sparse Transfer Matrix PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Query Answering with Inconsistent Existential Rules under Stable Model Semantics PDF
Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang
Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes PDF
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 PDF
Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng Ann Heng
Deep Contextual Networks for Neuronal Structure Segmentation PDF
Hao Chen, Xiao Juan Qi, Jie Zhi Cheng, Pheng Ann Heng
MOOCs Meet Measurement Theory: A Topic-Modelling Approach PDF
Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan
Creating Images by Learning Image Semantics Using Vector Space Models PDF
Derrall Heath, Dan Ventura
Efficient Learning of Timeseries Shapelets PDF
Lu Hou, James T. Kwok, Jacek M. Zurada
Learning to Appreciate the Aesthetic Effects of Clothing PDF
Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan
Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data PDF
Zitao Liu, Milos Hauskrecht
Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning PDF
Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang
Joint Multi-View Representation Learning and Image Tagging PDF
Zhe Xue, Guorong Li, Qingming Huang
Simultaneous Feature and Sample Reduction for Image-Set Classification PDF
Man Zhang, Ran He, Dong Cao, Zhenan Sun, Tieniu Tan
Collective Noise Contrastive Estimation for Policy Transfer Learning PDF
Weinan Zhang, Ulrich Paquet, Katja Hofmann
Learning a Hybrid Architecture for Sequence Regression and Annotation PDF
Yizhe Zhang, Ricardo Henao, Lawrence Carin, Jianling Zhong, Alexander Hartemink

Technical Papers: Machine Learning Methods

Approximate K-Means++ in Sublinear Time PDF
Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause
Knowledge Transfer with Interactive Learning of Semantic Relationships PDF
Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis
Discriminative Analysis Dictionary Learning PDF
Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He
Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis PDF
Assaf Hallak, Aviv Tamar, Remi Munos, Shie Mannor
Multi-Stage Multi-Task Learning with Reduced Rank PDF
Lei Han, Yu Zhang
Reduction Techniques for Graph-Based Convex Clustering PDF
Lei Han, Yu Zhang
SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream PDF
Ahsanul Haque, Latifur Khan, Michael Baron
Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness PDF
Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic
Discriminative Vanishing Component Analysis PDF
Chenping Hou, Feiping Nie, Dacheng Tao
Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression PDF
Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki
Multi-Label Manifold Learning PDF
Peng Hou, Xin Geng, Min-Ling Zhang
Optimal Discrete Matrix Completion PDF
Zhouyuan Huo, Ji Liu, Heng Huang
The l2,1-Norm Stacked Robust Autoencoders for Domain Adaptation PDF
Wenhao Jiang, Hongchang Gao, Fu-lai Chung, Heng Huang
Scalable Sequential Spectral Clustering PDF
Yeqing Li, Junzhou Huang, Wei Liu
Online ARIMA Algorithms for Time Series Prediction PDF
Chenghao Liu, Steven C.H. Hoi, Peilin Zhao, Jianling Sun
Expected Tensor Decomposition with Stochastic Gradient Descent PDF
Takanori Maehara, Kohei Hayashi, Ken-ichi Kawarabayashi
New l1-Norm Relaxations and Optimizations for Graph Clustering PDF
Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang
The Constrained Laplacian Rank Algorithm for Graph-Based Clustering PDF
Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang
Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data PDF
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 PDF
Arun Venkatraman, Wen Sun, Martial Hebert, J. Andrew Bagnell, Byron Boots
Product Grassmann Manifold Representation and Its LRR Models PDF
Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin
Text Classification with Heterogeneous Information Network Kernels PDF
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
Learning by Transferring from Unsupervised Universal Sources PDF
Yu-Xiong Wang, Martial Hebert
Learning Deep ℓ0 Encoders PDF
Zhangyang Wang, Qing Ling, Thomas S. Huang
Derivative-Free Optimization via Classification PDF
Yang Yu, Hong Qian, Yi-Qi Hu
Learning Expected Hitting Time Distance PDF
De-Chuan Zhan, Peng Hu, Zui Chu, Zhi-Hua Zhou
Accelerated Sparse Linear Regression via Random Projection PDF
Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He
Near-Optimal Active Learning of Multi-Output Gaussian Processes PDF
Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli
Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho
Veto-Consensus Multiple Kernel Learning PDF
Yuxun Zhou, Ninghang Hu, Costas J. Spanos
Coupled Dictionary Learning for Unsupervised Feature Selection PDF
Pengfei Zhu, Qinghua Hu, Changqing Zhang, Wangmeng Zuo

Technical Papers: Multiagent Systems

Emergence of Social Punishment and Cooperation through Prior Commitments PDF
The Anh Han
Efficient Computation of Emergent Equilibrium in Agent-Based Simulation PDF
Zehong Hu, Meng Sha, Moath Jarrah, Jie Zhang, Hui Xi
Strengthening Agents Strategic Ability with Communication PDF
Xiaowei Huang, Qingliang Chen, Kaile Su
Model Checking Probabilistic Knowledge: A PSPACE Case PDF
Xiaowei Huang, Marta Kwiatkowska
Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments PDF
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 PDF
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 PDF
Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch
Fine-Grained Semantic Conceptualization of FrameNet PDF
Jin-woo Park, Seung-won Hwang, Haixun Wang
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter PDF
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 PDF
Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu
Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation PDF
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 PDF
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 PDF
Adrian Benton, Michael J. Paul, Braden Hancock, Mark Dredze
Discourse Relations Detection via a Mixed Generative-Discriminative Framework PDF
Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang
To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation PDF
Christian Hadiwinoto, Yang Liu, Hwee Tou Ng
Global Distant Supervision for Relation Extraction PDF
Xianpei Han, Le Sun
Extracting Topical Phrases from Clinical Documents PDF
Yulan He
Topical Analysis of Interactions Between News and Social Media PDF
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 PDF
Shulin Liu, Kang Liu, Shizhu He, Jun Zhao
Microsummarization of Online Reviews: An Experimental Study PDF
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 PDF
Jong-Hoon Oh, Kentaro Torisawa, Chikara Hashimoto, Ryu Iida, Masahiro Tanaka, Julien Kloetzer
Personalized Microblog Sentiment Classification via Multi-Task Learning PDF
Fangzhao Wu, Yongfeng Huang
A Joint Model for Question Answering over Multiple Knowledge Bases PDF
Yuanzhe Zhang, Shizhu He, Kang Liu, Jun Zhao
A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries PDF
Zhenzhong Zhang, Le Sun, Xianpei Han

Technical Papers: Planning and Scheduling

General Error Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems PDF
Eric A. Hansen, Ibrahim Abdoulahi
Solving Risk-Sensitive POMDPs With and Without Cost Observations PDF
Ping Hou, William Yeoh, Pradeep Varakantham

Technical Papers: Reasoning under Uncertainty

On Learning Causal Models from Relational Data PDF
Sanghack Lee, Vasant Honavar

Technical Papers: Search and Constraint Satisfaction

Using the Shapley Value to Analyze Algorithm Portfolios PDF
Alexandre Fréchette, Lars Kotthoff, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown
Bidirectional Search That Is Guaranteed to Meet in the Middle PDF
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 PDF
Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye
Continual Planning in Golog PDF
Till Hofmann, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer

Technical Papers: Vision

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects PDF
Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi
Dynamic Concept Composition for Zero-Example Event Detection PDF
Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
Reading Scene Text in Deep Convolutional Sequences PDF
Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang
Structured Output Prediction for Semantic Perception in Autonomous Vehicles PDF
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 PDF
Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal
SentiCap: Generating Image Descriptions with Sentiments PDF
Alexander Patrick Mathews, Lexing Xie, Xuming He
Look, Listen and Learn — A Multimodal LSTM for Speaker Identification PDF
Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation PDF
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 PDF
Donghun Yeo, Bohyung Han, Joon Hee Han

Special Track: Cognitive Systems

Visual Learning of Arithmetic Operation PDF
Yedid Hoshen, Shmuel Peleg

Special Track: Computational Sustainability

A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection PDF
Kai Fan, Chunyuan Li, Katherine Heller
Topic Models to Infer Socio-Economic Maps PDF
Lingzi Hong, Enrique Frias-Martinez, Vanessa Frias-Martinez
Energy- and Cost-Efficient Pumping Station Control PDF
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 PDF
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 PDF
Jeff Heflin, Dezhao Song
Rational Verification: From Model Checking to Equilibrium Checking PDF
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 PDF
Tyler M. Frasca, Antonio G. Sestito, Craig Versek, Douglas E. Dow, Barry C. Husowitz, Nate Derbinsky
Structure Aware L1 Graph for Data Clustering PDF
Shuchu Han, Hong Qin
Multivariate Conditional Outlier Detection and Its Clinical Application PDF
Charmgil Hong, Milos Hauskrecht
Connecting the Dots Using Contextual Information Hidden in Text and Images PDF
Md Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, M. Shahriar Hossain
Social Emotion Classification via Reader Perspective Weighted Model PDF
Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang
Iterative Project Quasi-Newton Algorithm for Training RBM PDF
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 PDF
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms PDF
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
Epitomic Image Super-Resolution PDF
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 PDF
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 PDF
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 PDF
Jiaxiang Wu, Qinghao Hu, Cong Leng, Jian Cheng


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