IJCAI

Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version)

Weiran Huang, Jungseul Ok, Liang Li, Wei Chen

Comments conference version accepted by IJCAI-ECAI-18

Memory Attention Networks for Skeleton-based Action Recognition

Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han, Changqing Zou, Jianzhuang Liu

Comments Accepted by IJCAI 2018

Aspect Term Extraction with History Attention and Selective Transformation

Xin Li, Lidong Bing, Piji Li, Wai Lam, Zhimou Yang

Comments IJCAI 2018

From the Periphery to the Center: Information Brokerage in an Evolving Network

Bo Yan, Yiping Liu, Jiamou Liu, Yijin Cai, Hongyi Su, Hong Zheng

Comments The conference version of the paper has been accepted at IJCAI-ECAI 2018

Double Auctions in Markets for Multiple Kinds of Goods

Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann

Comments Full version of IJCAI-18 paper, with 2 figures. Previous names: "MIDA: A Multi Item-type Double-Auction Mechanism", "A Random-Sampling Double-Auction Mechanism". 10 pages

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders

Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang

Comments IJCAI 2018

Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives

Krishnendu Chatterjee, Adrián Elgyütt, Petr Novotný, Owen Rouillé

Comments Full version of a paper published at IJCAI/ECAI 2018

Probabilistic Verification for Obviously Strategyproof Mechanisms

Diodato Ferraioli, Carmine Ventre

Comments Accepted at IJCAI 2018

Visual Data Synthesis via GAN for Zero-Shot Video Classification

Chenrui Zhang, Yuxin Peng

Comments 7 pages, accepted by International Joint Conference on Artificial Intelligence (IJCAI) 2018

Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification

Chenrui Zhang, Yuxin Peng

Comments 7 pages, accepted by International Joint Conference on Artificial Intelligence (IJCAI) 2018

Cross-media Multi-level Alignment with Relation Attention Network

Jinwei Qi, Yuxin Peng, Yuxin Yuan

Comments 7 pages, accepted by International Joint Conference on Artificial Intelligence (IJCAI) 2018

Stratified Negation in Limit Datalog Programs

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, Boris Motik, Ian Horrocks

Comments 14 pages; full version of a paper accepted at IJCAI-18

Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks

Renjie Zheng, Junkun Chen, Xipeng Qiu

Comments 7 pages

Journal ref IJCAI 2018

Improving information centrality of a node in complex networks by adding edges

Liren Shan, Yuhao Yi, Zhongzhi Zhang

Comments 7 pages, 2 figures, ijcai-2018

UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits

Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness Shroff

Comments Accepted by IJCAI 2018

Salient Object Detection by Lossless Feature Reflection

Pingping Zhang, Wei Liu, Huchuan Lu, Chunhua Shen

Comments Accepted by IJCAI-2018, 7 pages

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach

Ding Liu, Bihan Wen, Xianming Liu, Zhangyang Wang, Thomas S. Huang

Comments the 27th International Joint Conference on Artificial Intelligence (2018)

Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches

Guangrun Wang, Jiefeng Peng, Ping Luo, Xinjiang Wang, Liang Lin

Comments We presented how to improve and accelerate the training of DNNs, particularly under the context of micro-batches. (Submitted to IJCAI 2018)

High Dimensional Bayesian Optimization Using Dropout

Cheng Li, Sunil Gupta, Santu Rana, Vu Nguyen, Svetha Venkatesh, Alistair Shilton

Comments 7 pages; Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence 2017

Deep Learning and Data Assimilation for Real-Time Production Prediction in Natural Gas Wells

Kelvin Loh, Pejman Shoeibi Omrani, Ruud van der Linden

Comments Reduced length preprint submitted to IJCAI 2018 for review

Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters

Zheng Wu, Ruiheng Chang, Jiaxu Ma, Cewu Lu, Chi-Keung Tang

Comments 7 pages, 8 figures, submission to IJCAI 2018

A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure

Caglar Aytekin, Francesco Cricri, Lixin Fan, Emre Aksu

Comments Submitted to IJCAI 2018

COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints

Toon Van Craenendonck, Sebastijan Dumancic, Hendrik Blockeel

Comments Presented at IJCAI 2017

Non-myopic learning in repeated stochastic games

Jacob W. Crandall

Journal ref Robust Learning for Repeated Stochastic Games via Meta-Gaming, Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), pp. 3416-3422, 2015

Exploiting Vagueness for Multi-Agent Consensus

Michael Crosscombe, Jonathan Lawry

Comments Submitted to the second international workshop on Smart Simulation and Modelling for Complex Systems (SSMCS) at IJCAI 2015

Estimating the Probability of Meeting a Deadline in Hierarchical Plans

Liat Cohen, Solomon Eyal Shimony, Gera Weiss

Comments A jornal version of an IJCAI-2015 paper: "Estimating the Probability of Meeting a Deadline in Hierarchical Plans"

Context-aware Path Ranking for Knowledge Base Completion

Sahisnu Mazumder, Bing Liu

Journal ref Published in IJCAI 2017

SAR: Semantic Analysis for Recommendation

Han Xiao, Lian Meng

Comments Submitting to IJCAI-2018

Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks

Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Qiushi Huang, Jintao Li, Tao Mei

Comments accepted in IJCAI-17

Multimodal Storytelling via Generative Adversarial Imitation Learning

Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu

Comments IJCAI 2017