人工智能领域顶会IJCAI 2018 接受论文列表

【导读】IJCAI,全称International Joint Conference on Artificial Intelligence，是国际人工智能领域最顶尖的会议之一，被中国计算机学会推荐国际学术会议列表认定为 A 类会议。会议议题涵盖机器学习、计算可持续性、图像识别、语音技术、视频技术等。1969年至2015年间，会议隔年举办。2016年起，每年举办一次。IJCAI是国际 AI 领域研究内容最为全面、最具影响力的顶级学术会议之一，也是研究人员和科学家展示他们在人工智能领域的研究和新思考的平台。

今年的IJCAI2018 大会将于 7月 13 日 - 7 月 19 日 在瑞典斯德哥尔摩举行。每年的IJCAI 都会吸引来自全球各地的学者参会，今年的IJCAI共收到 3470 篇有效投稿，710篇论文被接收，接收率为20%。详细录用名单日前已经公布，可参见：http://www.ijcai-18.org/accepted-papers/

▌论文列表：

MIXGAN: Learning Concepts from Different Domains for Mixture Generation, Guang-Yuan Hao, Hong-Xing Yu, Wei-Shi Zheng

GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction, Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng

Predicting Complex Activities from Ongoing Multivariate Time Series, Weihao Cheng, Sarah M. Erfani, Rui Zhang, Ramamohanarao Kotagiri

The FastMap Algorithm for Shortest Path Computations, Liron Cohen, Tansel Uras, Shiva Jahangiri, Aliyah Arunasalam, Sven Koenig, T. K. Satish Kumar

Salient Object Detection by Lossless Feature Reflection, Pingping Zhang, Wei Liu, Huchuan Lu, Chunhua Shen

3D-Aided Deep Pose-Invariant Face Recognition, Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng

Improving Entity Recommendation with Search Log and Multi-Task Learning, Jizhou Huang, Wei Zhang, Yaming Sun, Haifeng Wang, Ting Liu

Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition, Junfu Pu, Wengang Zhou, Houqiang Li

Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification, Zheng Wang, Mang Ye, Fan Yang, Xiang Bai, Shin’ichi Satoh

Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking, Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C Yuen

Teaching Semi-Supervised Classifier via Generalized Distillation, Chen Gong, Xiaojun Chang, Meng Fang, Jian Yang

Deep Joint Semantic-Embedding Hashing, Ning Li, Chao Li, Cheng Deng, Xianglong Liu, Xinbo Gao

Deep View-Aware Metric Learning for Person Re-Identification, Pu Chen, Xinyi Xu, Cheng Deng

Line separation from topographic maps using regional color and spatial information, Pengfei Xu, Qiguang Miao, Tiange Liu, Xiaojiang Chen, Dingyi Fang

A Fast Local Search Algorithm for Minimum Weight Dominating Set Problem on Massive Graphs, Yiyuan Wang, Shaowei Cai, Jiejiang Chen, Minghao Yin

Solving (Weighted) Partial MaxSAT by Dynamic Local Search for SAT, Zhendong Lei, Shaowei Cai

Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion, Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang

Semantic Structure-based Unsupervised Deep Hashing, Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, Dacheng Tao

Grouping Attribute Recognition for Pedestrian with Joint Recurrent Learning, Xin Zhao, Liufang Sang, Guiguang Ding, Yuchen Guo, Xiaoming Jin

DRPose3D: Depth Ranking in 3D Human Pose Estimation, Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin, Lizhuang Ma

Fast Compliance Checking in an OWL2 Fragment, Piero A. Bonatti

Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty, Mengchen Zhao, Zhao Li, BO AN, Haifeng Lu, Yifan Yang, Chen Chu

FISH-MML: Fisher-HSIC Multi-View Metric Learning, Changqing Zhang, Yeqinq Liu, Yue Liu, Qinghua Hu, Xinwang Liu, Pengfei Zhu

Convergence Analysis of Gradient Descent for Eigenvector Computation, Zhiqiang Xu, Xin Cao, Xin Gao

Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning, Yuzhao Mao, Chang Zhou, Xiaojie Wang, Ruifan Li

On Concept Forgetting in Description Logics with Qualified Number Restrictions, Yizheng Zhao, Renate Schmidt

Differentiated Attentive Representation Learning for Sentence Classification, Qianrong Zhou, Xiaojie Wang, Xuan Dong

UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits, Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness Shroff

Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices, Jie Zhang, Xiaolong Wang, Dawei Li, Yalin Wang

Analyzing Tie-Breaking Strategies for the A* Algorithm, Augusto Blaas Corrêa, André Grahl Pereira, Marcus Ritt

H-Net: Neural Network for Cross-domain Image Patch Matching, Weiquan Liu, Xuelun Shen, Cheng Wang, Zhihong Zhang, Chenglu Wen, Jonathan Li

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks, Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

Jumper: Learning When to Make Classification Decision in Reading, Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, Sen Song

Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism, Wei Qian, Cong Fu, Yu Zhu, Deng Cai, Xiaofei He

Improving Implicit Recommender Systems with View Data, Jingtao Ding, Guanghui Yu, Xiangnan He, Yuhan Quan, Yong Li, Tat-Seng Chua, Depeng Jin, Jiajie Yu

Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling, Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang

Actual Causality in a Logical Setting, Alexander Bochman

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering, Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu, Xuelong Li

Managing Communication Costs under Temporal Uncertainty, Nikhil Bhargava, Christian Muise, Tiago Vaquero, Brian Williams

Variable-Delay Controllability, Nikhil Bhargava, Christian Muise, Brian Williams

Hierarchical Expertise Level Modeling for User Specific Contrastive Explanations, Sarath Sreedharan, Siddharth Srivastava, Subbarao Kambhampati

Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning, Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua

Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information, Yang Wang, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu

PredCNN: Predictive Learning with Cascade Convolutions, Ziru Xu, Yunbo Wang, Mingsheng Long, Jianmin Wang

Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning, Junchi Yan, Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha

Live Face Verification with Multiple Instantialized Local Homographic Parameterization, Chen Lin, Zhouyingcheng Liao, Peng Zhou, Jianguo Hu, Bingbing Ni

Differential Equations for Modeling Asynchronous Algorithms, Li He, Qi Meng, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu

Learning to Design Games: Strategic Environments in Reinforcement Learning, Haifeng Zhang, Jun Wang, Zhiming Zhou, Weinan Zhang, Yin Wen, Yong Yu, Wenxin Li

A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning, Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Fenglin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie

Exploiting Justifications for Lazy Grounding of Answer Set Programs, Bart Bogaerts, Antonius Weinzierl

On the Cost Complexity of Crowdsourcing, Yili Fang, Hailong Sun, Pengpeng Chen, Jinpeng Huai

Lightweight Label Propagation for Large-Scale Network Data, De-Ming Liang, Yu-Feng Li

A Deep Modular RNN Approach for Ethos Mining, Rory Duthie, Katarzyna Budzynska

A Brand-level Ranking System with the Customized Attention-GRU Model, Yu Zhu, Junxiong Zhu, Jie Hou, Yongliang Li, Beidou Wang, Ziyu Guan, Deng Cai

Interactive Robot Transition Repair With SMT, Jarrett Holtz, Arjun Guha, Joydeep Biswas

Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment, Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo

When Does Diversity of Agent Preferences Improve Outcomes in Selfish Routing?, Richard Cole, Thanasis Lianeas, Evdokia Nikolova

Recurrent Collaborative Filtering for Unifying General and Sequential Recommender, Disheng Dong, Xiaolin Zheng, Ruixun Zhang, Yan Wang

Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach, Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen, Zhanyong Tang, Dingyi Fang, Xiaoqing Gong, Zheng Wang

Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding, Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao

Hi-Fi: Hierarchical Feature Integration for Skeleton Detection, Kai Zhao, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng

Curriculum Learning for Natural Answer Generation, Cao Liu, Shizhu He, Kang Liu, Jun Zhao

DEL: Deep Embedding Learning for Efficient Image Segmentation, Yun Liu, Peng-Tao Jiang, Vahan Petrosyan, Shi-Jie Li, Jiawang Bian, Le Zhang, Ming-Ming Cheng

A Study of Argumentative Characterisations of Preferred Subtheories, Marcello D’Agostino, Sanjay Modgil

Descriptive Clustering: ILP and CP Formulations with Applications, Chia-Tung Kuo, Thi-Bich-Hanh Dao, S. S. Ravi, Christel Vrain, Ian Davidson

Image Cationing with Visual-Semantic LSTM, Nannan Li, Zhenzhong Chen

Scanpath Prediction for Visual Attention using IOR-ROI LSTM, Zhenzhong Chen, Wanjie Sun

Visual Data Synthesis via GAN for Zero-Shot Video Classification, Chenrui Zhang, Yuxin Peng

Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification, Chenrui Zhang, Yuxin Peng

Dual Adversarial Networks for Zero-shot Cross-media Retrieval, Jingze Chi, Yuxin Peng

Open Loop Execution of Tree-Search Algorithms, Erwan Lecarpentier, Guillaume Infantes, Charles Lesire, Emmanuel Rachelson

Cross-media Multi-level Alignment with Relation Attention Network, Jinwei Qi, Yuxin Peng, Yuxin Yuan

Cross-modal Bidirectional Translation via Reinforcement Learning, Jinwei Qi, Yuxin Peng

StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization, Xiangteng He, Yuxin Peng, Junjie Zhao

A Comparative Study of Transactional and Semantic Approaches for Predicting Cascades on Twitter, Yunwei Zhao, Can Wang, Chi-Hung Chi, Kwok-Yan Lam, Sen Wang

A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface, Hongchang Shan, Yu Liu, Todor Stefanov

Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization, Yuxuan Du, Tongliang Liu, Yinan Li, Runyao Duan, Dacheng Tao

Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks, Zhou Zhao, Zhu Zhang, Shuwen Xiao, Zhou Yu, Jun Yu, Deng Cai, Fei Wu, Yueting Zhuang

SegBot: A Generic Neural Text Segmentation Model with Pointer Network, Jing Li, Aixin Sun, Shafiq Joty

3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces, Liang Yang, Yuanfang Guo, Di Jin, Huazhu Fu, Xiaochun Cao

Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid, Shengchuan Zhang, Rongrong Ji, Jie Hu, Yue Gao, Chia-Wen Lin

SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks, Ke Wang, Xiaojun Wan

Fast Cross-Validation, Yong Liu, Hailun Lin, Lizhong Ding, Weiping Wang, Shizhong Liao

Distributed Self-Paced Learning in Alternating Direction Method of Multipliers, Xuchao Zhang, Liang Zhao, Zhiqian Chen, Chang-Tien Lu

Learning based Jump-Diffusion Process for Visual Object Tracking in Video Surveillance, Xiaobai Liu, Thuan Chau, Donovan Lo

Memory Attention Networks for Skeleton-based Action Recognition, Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han, Jianzhuang Liu

Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach, Wenye Li, Jiawei Zhang, Jianjun Zhou, Laizhong Cui

From Reality to Perception: Genre-Based Neural Image Style Transfer, Zhuoqi Ma, Nannan Wang, Xinbo Gao, Jie Li

Improving Local Search for Minimum Weight Vertex Cover by Dynamic Strategies, Shaowei Cai, Wenying Hou, Jinkun Lin, Yuanjie Li

Learning Sequential Correlation for User Generated Textual Content Popularity Prediction, Wen Wang, Wei Zhang, Jun Wang, Junchi Yan, Hongyuan Zha

Episodic Memory Deep Q-Networks, Zichuan Lin, Tianqi Zhao, Guangwen Yang, Lintao Zhang

Democratic Fair Allocation of Indivisible Goods, Erel Segal-Halevi, Warut Suksompong

Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation, Weizhi Ma, Min Zhang, Chenyang Wang, Cheng Luo, Yiqun Liu, Shaoping Ma

Deep Propagation Based Image Matting, Yu Wang, Yi Niu, Peiyong Duan, Jianwei Lin, Yuanjie Zheng

Ensemble Soft-Margin Softmax Loss for Image Classification, Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li

Redundancy-resistant Generative Hashing for Image Retrieval, Changying Du, Xingyu Xie, Changde Du, Hao Wang

A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths, Longkun Guo, Yunyun Deng, Kewen Liao, Qiang He, Timos Sellis, Zheshan Hu

Improving Information Centrality of a Node in Complex Networks by Adding Edges, Liren Shan, Yuhao Yi, Zhongzhi Zhang

Multi-modal Circulant Fusion for Video-to-Language and Backward, Aming Wu, Yahong Han

Biharmonic Distance Related Centrality for Edges in Weighted Networks, Yuhao Yi, Liren Shan, Huan Li, Zhongzhi Zhang

R^3Net: Recurrent Residual Refinement Network for Saliency Detection, Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, Pheng-Ann Heng

Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value, Christophe Labreuche, Simon Fossier

Joint Extraction of Entities and Relations Based on a Novel Graph Scheme, Shaolei Wang, Yue Zhang, Wanxiang Che, Ting Liu

Contextual Outlier Interpretation, Ninghao Liu, Donghwa Shin, Xia Hu

Unpaired Multi-Domain Image Generation via Regularized Conditional GANs, Xudong Mao, Qing Li

Multiway Attention Networks for Modeling Sentence Pairs, Chuanqi Tan, Furu Wei, Wenhui Wang, Weifeng Lv, Ming Zhou

Non-translational Alignment for Multi-relational Networks, Shengnan Li, Xin Li, Rui Ye, Mingzhong Wang, Haiping Su, Yingzi Ou

GraspNet: An Efficient Convolutional Neural Network for Real-time Grasp Detection for Low-powered Devices, Umar Asif, Jianbin Tang, Stefan Harrer

Multi-modal Sentence Summarization with Modality Attention and Image Filtering, Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong, Tianshang Liu

Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction, Zhi Qiao, Shiwan Zhao, Cao Xiao, Xiang Li, Yong Qin, Fei Wang

An Encoder-Decoder Framework Translating Natural Language to Structural Query Language, Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang

Weakly Learning to Match Experts in Online Community, Yujie Qian, Jie Tang, Kan Wu

Exploiting POI-Specific Geographical Influence for Point-of-Interest Recommendation, Hao Wang, Huawei Shen, Wentao Ouyang, Xueqi Cheng

Efficient Attributed Network Embedding via Recursive Randomized Hashing, Wei Wu, Bin Li, Ling Chen, Chengqi Zhang

Abducing Relations in Continuous Spaces, Taisuke Sato, Katsumi Inoue, Chiaki Sakama

Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters, Zheng Wu, Ruiheng Chang, Jiaxu Ma, Cewu Lu, Chi Keung Tang

Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization, Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo

Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents, Liang Hu, Songlei Jian, Longbing Cao, Qingkui Chen

View-Volume Network for Semantic Scene Completion from a Single Depth Image, Yuxiao Guo, Xin Tong

Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition, Keke He, Yanwei Fu, Wuhao Zhang, Chengjie Wang, Yu-Gang Jiang, Feiyue Huang, Xiangyang Xue

Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces, Haifang Li, Yingce Xia, Wensheng Zhang

Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval, Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun, Yongjian Wu, Feiyue Huang, Yanhua Yang

HST-LSTM: A Hierarchical Spatial-Temporal Long-Short Term Memory Network for Location Prediction, Dejiang Kong, Fei Wu

Estimating Latent People Flow without Tracking Individuals, Yusuke Tanaka, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda, Naonori Ueda

Adversarial Metric Learning, Shuo Chen, Chen Gong, Jian Yang, Xiang Li, Yang Wei, Jun Li

Deep Text Classification Can be Fooled, Bin Liang, Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi

Computational Aspects of the Preference Cores of Supermodular Two-Scenario Cooperative Games, Daisuke Hatano, Yuichi Yoshida

Learning with Adaptive Neighbors for Image Clustering, Yang Liu, Quanxue Gao, Zhaohua Yang, Shujian Wang

Preventing Disparate Treatment in Sequential Decision Making, Hoda Heidari, Andreas Krause

Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning, Vladimir Ilievski, Claudiu Musat, Andreea Hossman, Michael Baeriswyl

Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings , Mladen Dimovski, Vladimir Ilievski, Claudiu Musat, Andreea Hossman, Michael Baeriswyl

Fostering Cooperation in Structured Populations Through Local and Global Interference Strategies, The Anh Han, Simon Lynch, Long Tran-Thanh, Santos Francisco C.

DehazeGAN: When Image Dehazing Meets Differential Programming, Hongyuan Zhu, Xi Peng, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim

A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization, Xiaotian Yu, Irwin King, Michael R. Lyu, Tianbao Yang

A Question Type Driven Framework to Diversify Visual Question Generation, Zhihao Fan, zhongyu wei, Piji Li, Yanyan Lan, Xuanjing Huang

Policy Optimization with Second-Order Advantage Information, Jiajin Li, Baoxiang Wang, Shengyu Zhang

Trajectory-User Linking via Variational AutoEncoder, Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang

ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks, Zhen Peng, Minnan Luo, Jundong Li, Huan Liu, Qinghua Zheng

High Resolution Feature Recovering for Accelerating Urban Scene Parsing, Rui Zhang, Sheng Tang, Luoqi Liu, Yongdong Zhang, Jintao Li, Shuicheng Yan

Inconsistency Measures for Repair Semantics in OBDA, Bruno Yun, Srdjan Vesic, Madalina Croitoru, Pierre Bisquert

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders, Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang

Solving Separable Nonsmooth Problems Using Frank-Wolfe with Uniform Affine Approximations, Edward Cheung, Yuying Li

Human Motion Generation via Cross-Space Constrained Sampling, Zhongyue Huang, Jingwei Xu, Bingbing Ni

Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes, Hongteng Xu, Dixin Luo, Lawrence Carin

Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders, Xiaopeng Yang, Xiaowen Lin, Shunda Suo, Ming Li

Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention, Ling Luo, Xiang Ao, Feiyang Pan, Jin Wang, Tong Zhao, Ningzi Yu, Qing He

Learning Transferable UAV for Forest Visual Perception, Lyujie Chen, Wufan Wang, Jihong Zhu

Distortion-aware CNNs for Spherical Images, Qiang Zhao, Chen Zhu, Feng Dai, Yike Ma, Guoqing Jin, Yongdong Zhang

Automatic Gating of Attributes in Deep Structure, Xiaoming Jin, Tao He, Cheng Wan, Lan Yi, Guiguang Ding, Dou Shen

Cascaded Low Rank and Sparse Representation on Grassmann Manifolds, Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin

Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences, Patrick P. K. Chan, Xian Hu, Lili Zhao, Daniel S. Yeung, Dapeng Liu, Lei Xiao

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements, Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan

De-biasing Covariance-Regularized Discriminant Analysis, Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo

Complementary Learning of Word Embeddings, Yan Song, Shuming Shi

Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification, Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang

Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation, Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu

Dynamic Hypergraph Structure Learning, Zizhao Zhang, Haojie Lin, Yue Gao

Complementary Binary Quantization for Joint Multiple Indexing, Qiang Fu, Xu Han, Xianglong Liu, Jingkuan Song, Cheng Deng

MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation, Sen Su, Li Sun, Zhongbao Zhang, Gen Li, Jielun Qu

Where to Prune: Using LSTM to Guide End-to-end Pruning, Jing Zhong, Guiguang Ding, Yuchen Guo, Jungong Han, Bin Wang

IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection, Yang Qiangpeng, Cheng Mengli, Zhou Wenmeng, Chen Yan, Qiu Minghui, Lin Wei

Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition, Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo

Deep Attribute Guided Representation for Heterogeneous Face Recognition, Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao

Deep Reasoning with Knowledge Graph for Social Relationship Understanding, Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin

Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics, Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee

JUMP: a Jointly Predictor for User Click and Dwell Time, Zhou Tengfei, Hui Qian, Zebang Shen, Chao Zhang, Chengwei Wang, Shichen Liu, Wenwu Ou

Learning to Write Stylized Chinese Characters by Reading a Handful of Examples, Danyang Sun, TongZheng Ren, Chongxuan Li, Hang Su, Jun Zhu

Adaboost with Auto-Evaluation for Conversational Models, Juncen Li, Ping Luo, Ganbin Zhou, Fen Lin, Cheng Niu

Generative Adversarial Positive-Unlabelled Learning, Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao

Ceteris paribus majority for social ranking, Adrian Haret, Hossein Khani, Stefano Moretti, Meltem Ozturk

Boosting MCSes Enumeration, Éric Grégoire, Yacine Izza, Jean-Marie Lagniez

Mixed Link Networks, Wenhai Wang, Xiang Li, Tong Lu, Jian Yang

Query Answering in Propositional Circumscription, Mario Alviano

Reasoning about Consensus when Opinions Diffuse through Majority Dynamics, Vincenzo Auletta, Diodato Ferraioli, Gianluigi Greco

Stochastic Fractional Hamiltonian Monte Carlo, Nanyang Ye, Zhanxing Zhu

Semantic Locality-Aware Deformable Network for Clothing Segmentation, Wei Ji, Xi Li, Yueting Zhuang, Omar El Farouk Bourahla, Yixin Ji, Shihao Li, Jiabao Cui

Progressive Blockwise Knowledge Distillation for Neural Network Acceleration, Hui Wang, Hanbin Zhao, Xi Li, Xu Tan

Lifted Filtering via Exchangeable Decomposition, Stefan Lüdtke, Max Schröder, Sebastian Bader, Kristian Kersting, Thomas Kirste

Incomplete Multi-View Weak-Label Learning, Qiaoyu Tan, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang

Multi-Label Co-Training, Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang

MEnet: A Metric Expression Network for Salient Object Segmentation, Shulian Cai, Jiabin Huang, Delu Zeng, Xinghao Ding, John Paisley

Parameterised Queries and Lifted Query Answering, Tanya Braun, Ralf Möller

Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement, Yue Hu, Juntao Li, Xi Li, Gang Pan, Mingliang Xu

Improving Deep Neural Network Sparsity through Decorrelation Regularization, Xiaotian Zhu, Wengang Zhou, Houqiang Li

Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks, Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan

Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach, Lun Du, Zhicong Lu, Yun Wang, Guojie Song, Yiming Wang, Wei Chen

CR-GAN: Learning Complete Representations for Multi-view Generation, Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris Metaxas

Approval-Based Multi-Winner Rules and Strategic Voting, Martin Lackner, Piotr Skowron

Think Globally, Embed Locally — Locally Linear Meta-embedding of Words, Danushka Bollegala, Kohei Hayashi, Ken-ichi Kawarabayashi

Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations, Weichao Mao, Zhenzhe Zheng, Fan Wu, Guihai Chen

Maximin Share Allocations on Cycles, Zbigniew Lonc, Miroslaw Truszczynski

Power-law Distribution Aware Trust Prediction, Xiao Wang, Ziwei Zhang, Jing Wang, Peng Cui, Shiqiang Yang

Abstraction of Agents Executing Online and their Abilities in the Situation Calculus, Bita Banihashemi, Giuseppe De Giacomo, Yves Lesperance

Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding, Hai Wan, Yonghao Luo, Bo Peng, Wei-Shi Zheng

Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams, Yi Wang, Nan Xue, Xin Fan, Jiebo Luo, Risheng Liu, Bin Chen, Haojie Li, Zhongxuan Luo

A Joint Learning Approach to Intelligent Job Interview Assessment, Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong

Possibilistic ASP Base Revision by Certain Input, Laurent Garcia, Claire Lefèvre, Odile Papini, Igor Stéphan, Eric Würbel

Machine Learning and Constraint Programming for Relational-To-Ontology Schema Mapping, Diego De Uña, Nataliia Rümmele, Graeme Gange, Peter Schachte, Peter J. Stuckey

Matrix completion with Preference Ranking for Top-N Recommendation, Zengmao Wang, Yuhong Guo, Bo Du

On the Complexity of Chore Division, Alireza Farhadi, Mohammad Hajiaghayi

Distributed Primal-Dual Optimization for Non-uniformly Distributed Data, Minhao Cheng, Cho-Jui Hsieh

PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making, Fangkai Yang, Daoming Lyu, Bo Liu, Steven Gustafson

A Savage-style Utility Theory for Belief Functions, Chunlai Zhou, Biao Qin, Xiaoyong Du

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination, Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

Accelerating Convolutional Networks via Global & Dynamic Filter Pruning, Shaohui Lin, Rongrong Ji, Yuchao Li, Yongjian Wu, Feiyue Huang, Baochang Zhang

Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network, Yuxiang Zhang, Jiamei Fu, Dongyu She, Ying Zhang, Senzhang Wang, Jufeng Yang

Learning Robust Gaussian Process Regression for Visual Tracking, Linyu Zheng, Ming Tang, Jinqiao Wang

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling, Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Sen Wang, Chengqi Zhang

Extended Increasing Cost Tree Search for Non-Unit Cost Domains, Thayne Walker, Nathan Sturtevant, Ariel Felner

Optimal Bidding Strategy for Brand Advertising, Takanori Maehara, Atsuhiro Narita, Jun Baba, Takayuki Kawabata

Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification, Zhong Qian, Peifeng Li, Yue Zhang, Guodong Zhou, Qiaoming Zhu

An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems?, Yiping Song, Cheng-Te Li, Jian-Yun Nie, Ming Zhang, Dongyan Zhao, Rui Yan

Constructing Narrative Event Evolutionary Graph for Script Event Prediction, Zhongyang Li, Xiao Ding, Ting Liu

Tag-based Weakly-supervised Hashing for Image Retrieval, Ziyu Guan, Fei Xie, Wanqing Zhao, Xiaopeng Wang, Long Chen, Wei Zhao, Jinye Peng

Extracting Action Sequences from Texts Based on Deep Reinforcement Learning, Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati

PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training, Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen

Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network, Zhou Zhao, Xinghua Jiang, Deng Cai, Jun Xiao, Xiaofei He, Shiliang Pu

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics, Yongyi Tang, Lin Ma, Wei Liu, Wei-Shi Zheng

Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification, Zhao Kang, Xiao Lu, Jinfeng Yi, Zenglin Xu

AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks, Yao Lu, Guangming Lu, Yuanrong Xu, Bob Zhang

Positive and Unlabeled Learning via Loss Decomposition and Centroid Estimation, Hong Shi, Shaojun Pan, Jian Yang, Chen Gong

Neural Machine Translation with Key-Value Memory-Augmented Attention, Fandong Meng, Zhaopeng Tu, Yong Cheng, Haiyang Wu, Junjie Zhai, Yuekui Yang, Di Wang

Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning, Chen Hui, Guiguang Ding, Zijia Lin, Sicheng Zhao, Jungong Han

Does Tail Label Help for Large-Scale Multi-Label Learning, Tong Wei, Yu-Feng Li

TreeNet: Learning Sentence Representations with Unconstrained Tree Structure, Zhou Cheng, Chun Yuan, Jiancheng Li, Haiqin Yang

Tri-net for Semi-Supervised Deep Learning, Dong-Dong Chen, Wei Wang, Wei Gao, Zhi-Hua Zhou

Adaptive Graph Guided Embedding for Multi-label Annotation, Lichen Wang, Zhengming Ding, Yun Fu

Scalable Rule Learning via Learning Representation, Pouya Ghiasnezhad Omran, Kewen Wang, Zhe Wang

Efficient Adaptive Online Learning via Frequent Directions, Yuanyu Wan, Nan Wei, Lijun Zhang

Bootstrapping Entity Alignment with Knowledge Graph Embedding, Zequn Sun, Wei Hu, Qingheng Zhang, Yuzhong Qu

Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation, Yang Li, Kan Li, Xinxin Wang

Learning Unmanned Aerial Vehicle Control for Autonomous Target Following, Siyi Li, Tianbo Liu, Chi Zhang, Dit-Yan Yeung, Shaojie Shen

Progressive Generative Hashing for Image Retrieval, Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li, Xianglong Liu

Truthful Fair Division without Free Disposal, Xiaohui Bei, Guangda Huzhang, Warut Suksompong

Medical Concept Embedding with Time-aware Attention, Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan

Extracting Privileged Information from Untagged Corpora for Classifier Learning, Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua, Zhenmin Tang

Cost-Effective Active Learning for Hierarchical Multi-Label Classification, Yi-Fan Yan, Sheng-Jun Huang

Minimizing Adaptive Regret with One Gradient per Iteration, Guanghui Wang, Dakuan Zhao, Lijun Zhang

Age Estimation Using Expectation of Label Distribution Learning, Bin-Bin Gao, Hong-Yu Zhou, Jianxin Wu, Xin Geng

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction, Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan Kankanhalli

Answering Mixed Type Questions about Daily Living Episodes, Taiki Miyanishi, Jun-ichiro Hirayama, Atsunori Kanemura, Motoaki Kawanabe

Bandit Online Learning on Graphs via Adaptive Optimization, Peng Yang, Peilin Zhao, Xin Gao

Robust Auto-Weighted Multi-View Clustering, Pengzhen Ren, Yun Xiao, Pengfei Xu, Jun Guo, Xiaojiang Chen, Xin Wang, Dingyi Fang

R-SVM+: Robust Learning with Privileged Information, Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao

SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation, Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, Yung-Yu Chuang

Co-attention CNNs for Unsupervised Object Co-segmentation, Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang

On Fair Price Discrimination in Multi-Unit Markets, Michele Flammini, Manuel Mauro, Matteo Tonelli

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