AAAI 2019

1,341 papers

Community Focusing: Yet Another Query-Dependent Community Detection

Zhuo Wang, Weiping Wang, Chaokun Wang, Xiaoyan Gu, Bo Li

Community Detection in Social Networks Considering Topic Correlations

Yingkui Wang, Di Jin, Katarzyna Musial, Jianwu Dang

UGSD: User Generated Sentiment Dictionaries from Online Customer Reviews

Chun-Hsiang Wang, Kang-Chun Fan, Chuan-Ju Wang, Ming-Feng Tsai

VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis

Quoc-Tuan Truong, Hady W. Lauw

Entity Alignment between Knowledge Graphs Using Attribute Embeddings

Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang

DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval

Zhiwen Tang, Grace Hui Yang

Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables

Kunihiro Takeoka, Masafumi Oyamada, Shinji Nakadai, Takeshi Okadome

Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification

Xiaoxiao Sun, Liyi Chen, Jufeng Yang

ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation

Jiankai Sun, Bortik Bandyopadhyay, Armin Bashizade, Jiongqian Liang, P. Sadayappan

Surveys without Questions: A Reinforcement Learning Approach

Atanu R Sinha, Deepali Jain, Nikhil Sheoran, Sopan Khosla, Reshmi Sasidharan

Mining Entity Synonyms with Efficient Neural Set Generation

Jiaming Shen, Ruiliang Lyu, Xiang Ren, Michelle Vanni, Brian Sadler

Unsupervised Neural Machine Translation with SMT as Posterior Regularization

Shuo Ren, Zhirui Zhang, Shujie LIU, Ming Zhou, Shuai Ma

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search

Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Ture, Jimmy Lin

DTMT: A Novel Deep Transition Architecture for Neural Machine Translation

Fandong Meng, Jinchao Zhang

SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning

Jiaqi Ma, Zhe Zhao, Jilin Chen, Ang Li, Lichan Hong

Discrete Social Recommendation

Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun

Dongliang Liao, Jin Xu, Gongfu Li, Weijie Huang, Weiqing Liu

Personalized Question Routing via Heterogeneous Network Embedding

Zeyu Li, Jyun-Yu Jiang, Yizhou Sun, Wei Wang

Supervised User Ranking in Signed Social Networks

Xiaoming Li, Hui Fang, Jie Zhang

Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval

CHAO LI, Cheng Deng, Lei Wang, De Xie, Xianglong Liu

Crawling the Community Structure of Multiplex Networks

Ricky Laishram, Jeremy D. Wendt, Sucheta Soundarajan

Incorporating Network Embedding into Markov Random Field for Better Community Detection

Di Jin, Xinxin You, Weihao Li, Dongxiao He, Peng Cui

Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks

Di Jin, Ziyang Liu, Weihao Li, Dongxiao He, Weixiong Zhang

Exploiting Background Knowledge in Compact Answer Generation for Why-Questions

Ryu Iida, Canasai Kruengkrai, Ryo Ishida, Kentaro Torisawa, Jong-Hoon Oh

Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks

Shizhu He, Kang Liu, Weiting An

Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences

Zhizhong Han, Mingyang Shang, Xiyang Wang, Yu-Shen Liu, Matthias Zwicker

Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering

Jun Guo, Jiahui Ye

Cooperative Multimodal Approach to Depression Detection in Twitter

Tao Gui, Liang Zhu, Qi Zhang, Minlong Peng, Xu Zhou

Feature Sampling Based Unsupervised Semantic Clustering for Real Web Multi-View Content

Xiaolong Gong, Linpeng Huang, Fuwei Wang

Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems

Wenjing Fu, Zhaohui Peng, Senzhang Wang, Yang Xu, Jin Li

Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement

Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi

Triple Classification Using Regions and Fine-Grained Entity Typing

Tiansi Dong, Zhigang Wang, Juanzi Li, Christian Bauckhage, Armin B. Cremers

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks

Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Zhi-Hong Deng, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu

Dynamic Explainable Recommendation Based on Neural Attentive Models

Xu Chen, Yongfeng Zhang, Zheng Qin

Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks

Long Chen, Ziyu Guan, Wei Zhao, Wanqing Zhao, Xiaopeng Wang

Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer

Jin Chen, Defu Lian, Kai Zheng

ColNet: Embedding the Semantics of Web Tables for Column Type Prediction

Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton

Comparative Document Summarisation via Classification

Umanga Bista, Alexander Mathews, Minjeong Shin, Aditya Krishna Menon, Lexing Xie

Outlier Aware Network Embedding for Attributed Networks

Sambaran Bandyopadhyay, N. Lokesh, M. N. Murty

Incorporating Behavioral Constraints in Online AI Systems

Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi