Agent-Based and Multiagent Systems
| The Complexity of Safe Manipulation under Scoring Rules | |
| Egor Ianovski, Lan Yu, Edith Elkind, Mark C. Wilson |
| Generalizing Envy-Freeness Toward Group of Agents | |
| Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo |
| Concise Characteristic Function Representations in Coalitional Games Based on Agent Types | |
| Suguru Ueda, Makoto Kitaki, Atsushi Iwasaki, Makoto Yokoo |
| Improving Resource Allocation Strategy Against Human Adversaries in Security Games | |
| Rong Yang, Christopher Kiekintveld, Fernando Ordonez, Milind Tambe, Richard John |
| Continuous Time Planning for Multiagent Teams with Temporal Constraints | |
| Zhengyu Yin, Milind Tambe |
Constraints, Satisfiability, and Search
| Generalizing ADOPT and BnB-ADOPT | |
| Patricia Gutierrez, Pedro Meseguer, William Yeoh |
| Real-Time Solving of Quantified CSPs Based on Monte-Carlo Game Tree Search | |
| Baba Satomi, Yongjoon Joe, Atsushi Iwasaki, Makoto Yokoo |
| Symmetry Breaking Via LexLeader Feasibility Checkers | |
| Justin Yip, Pascal Van Hentenryck |
Knowledge Representation, Reasoning, and Logic
| Translating First-Order Theories into Logic Programs | |
| Heng Zhang, Yan Zhang, Mingsheng Ying, Yi Zhou |
Machine Learning
| Distance Metric Learning under Covariate Shift | |
| Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang |
| Feature Selection Via Joint Embedding Learning and Sparse Regression | |
| Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu |
| Locality-Constrained Concept Factorization | |
| Haifeng Liu, Zheng Yang, Zhaohui Wu |
| Domain Adaptation with Ensemble of Feature Groups | |
| Rajhans Yih Samdani, Wen-tau Yih |
| Active Online Classification Via Information Maximization | |
| Noam Slonim, Elad Yom-Tov, Koby Crammer |
| Similarity-Based Approach for Positive and Unlabelled Learning | |
| Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao |
| L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised | |
| Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou |
| Matrix Co-Factorization on Compressed Sensing | |
| Seungjin Choi, Jiho Yoo |
| Diversity Regularized Machine | |
| Yang Yu, Yu-Feng Li, Zhi-Hua Zhou |
Multidisciplinary Topics And Applications
| Generalized Latent Factor Models for Social Network Analysis | |
| Wu-Jun Li, Dit-Yan Yeung, Zhihua Zhang |
Natural-Language Processing
| Incorporating Reviewer and Product Information for Review Rating Prediction | |
| Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, Xiaoyan Zhu |
Planning and Scheduling
| Simple and Fast Strong Cyclic Planning for Fully-Observable Nondeterministic Planning Problems | |
| Jicheng Fu, Vincent Ng, Farokh Bastani, I-Ling Yen |
| Transfer Learning for Activity Recognition via Sensor Mapping | |
| Derek Hao Hu, Qiang Yang |
Robotics and Vision
| User-Dependent Aspect Model for Collaborative Activity Recognition | |
| Vincent W. Zheng, Qiang Yang |
Uncertainty in AI
| Learning Optimal Bayesian Networks Using A* Search | |
| Changhe Yuan, Brandon Malone, Xiaojian Wu |
Web and Knowledge-Based Information Systems
| CCR — A Content-Collaborative Reciprocal Recommender for Online Dating | |
| Joshua Akehurst, Irena Koprinska, Kalina Yacef, Luiz Pizzato, Judy Kay, Tomasz Rej |
| Leveraging Unlabeled Data to Scale Blocking for Record Linkage | |
| Yunbo Cao, Zhiyuan Chen, Jiamin Zhu, Pei Yue, Chin-Yew Lin, Yong Yu |
| A Convex Formulation of Modularity Maximization for Community Detection | |
| Yun Kwan Chan, Dit-Yan Yeung |
| Transfer Learning to Predict Missing Ratings Via Heterogeneous User Feedbacks | |
| Weike Pan, Nathan N. Liu, Evan W. Xiang, Qiang Yang |
| Line Orthogonality in Adjacency Eigenspace with Application to Community Partition | |
| Leting Wu, Xiaowei Ying, Xintao Wu, Zhi-Hua Zhou |
| Source-Selection-Free Transfer Learning | |
| Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su, Qiang Yang |
| Efficient Searching Top-k Semantic Similar Words | |
| Zhenglu Yang, Masaru Kitsuregawa |
Special Track on Integrated and Embedded AI
| Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search | |
| Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao |
| Learning to Identify Review Spam | |
| Fangtao Huang Li, Minlie Huang, Yi Yang, Xiaoyan Zhu |
Best Paper Track
| Analysis of Adjective-Noun Word Pair Extraction Methods for Online Review Summarization | |
| Koji Yatani, Michael Novati, Andrew Trusty, Khai Truong |
| Large Linear Classification When Data Cannot Fit in Memory | |
| Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin |