International Joint Conference on Artificial Intelligence 2019: all accepted papers
- Closed-Loop Memory GAN for Continual Learning ↗Amanda Rios, Laurent Itti50 citations
- Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay ↗Mohammad Ghomi Rostami, Soheil Kolouri, Praveen K. Pilly50 citations
- How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset ↗Liu Y, Fangyuan He, Haodi Zhang et al.50 citations
- Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks ↗Sarath Sreedharan, Siddharth Srivastava, David Edward Smith et al.50 citations
- 3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention ↗Zhizhong Han, Xiyang Wang, Chi‐Man Vong et al.49 citations
- Connectionist Temporal Modeling of Video and Language: a Joint Model for Translation and Sign Labeling ↗Dan Guo, Shengeng Tang, Meng Wang49 citations
- DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis ↗Sunny Verma, Chen Wang, Liming Zhu et al.49 citations
- Interpreting and Evaluating Neural Network Robustness ↗Fuxun Yu, Zhuwei Qin, Chenchen Liu et al.49 citations
- Learning towards Abstractive Timeline Summarization ↗Xiuying Chen, Zhangming Chan, Shen Gao et al.49 citations
- Multi-Prototype Networks for Unconstrained Set-based Face Recognition ↗Jian Cun Zhao, Jianshu Li, Xiaoguang Tu et al.49 citations
- Sentiment-Controllable Chinese Poetry Generation ↗Huimin Chen, Xiaoyuan Yi, Maosong Sun et al.49 citations
- Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation ↗Zekai Wang, Hongzhi Liu, Yingpeng Du et al.49 citations
- IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation ↗Kangle Deng, Tianyi Fei, Xin Huang et al.48 citations
- Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling ↗Pengcheng Yang, Fuli Luo, Peng Chen et al.48 citations
- MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction ↗Zhi Qiao, Xian Wei Wu, Shen Ge et al.48 citations
- Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses ↗Xiao Wang, Siyue Wang, Pin‐Yu Chen et al.48 citations
- Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts ↗Oktie Hassanzadeh, Debarun Bhattacharjya, Mark D. Feblowitz et al.47 citations
- DANE: Domain Adaptive Network Embedding ↗Yizhou Zhang, Guojie Song, Lun Du et al.47 citations
- Deep Learning for Video Captioning: A Review ↗Shaoxiang Chen, Ting Yao, Yu–Gang Jiang47 citations
- DeltaDou: Expert-level Doudizhu AI through Self-play ↗Qiqi Jiang, Kuangzheng Li, Boyao Du et al.47 citations
- Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting ↗Longyuan Li, Junchi Yan, Xiaokang Yang et al.47 citations
- Medical Concept Embedding with Multiple Ontological Representations ↗Lihong Song, Chin Wang Cheong, Kejing Yin et al.47 citations
- Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning ↗Mengge Xue, Weiming Cai, Jinsong Su et al.47 citations
- FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data ↗Haipeng Chen, Sushil Jajodia, Jing Liu et al.46 citations
- Knowledge Base Question Answering with Topic Units ↗Yunshi Lan, Shuohang Wang, Jing Jiang46 citations
- Learning Semantic Annotations for Tabular Data ↗Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks et al.46 citations
- Sequential and Diverse Recommendation with Long Tail ↗Yejin Kim, Kwangseob Kim, Chanyoung Park et al.46 citations
- Towards Discriminative Representation Learning for Speech Emotion Recognition ↗Runnan Li, Zhiyong Wu, Jia Jia et al.46 citations
- BPAM: Recommendation Based on BP Neural Network with Attention Mechanism ↗Wu-Dong Xi, Ling Huang, Chang‐Dong Wang et al.45 citations
- Dilated Convolution with Dilated GRU for Music Source Separation ↗Jen-Yu Liu, Yi‐Hsuan Yang45 citations
- Equitable Allocations of Indivisible Goods ↗Rupert Freeman, Sujoy Sikdar, Rohit Vaish et al.45 citations
- Integrating Knowledge and Reasoning in Image Understanding ↗Somak Aditya, Yezhou Yang, Chitta R. Baral45 citations
- K-Core Maximization: An Edge Addition Approach ↗Zhongxin Zhou, Fan Zhang, Xuemin Lin et al.45 citations
- Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks ↗Tianlong Liu, Yu Qi, Liang Shi et al.45 citations
- Success Prediction on Crowdfunding with Multimodal Deep Learning ↗Chaoran Cheng, Fei Tan, Xiurui Hou et al.45 citations
- Attribute Aware Pooling for Pedestrian Attribute Recognition ↗Kai Han, Yunhe Wang, Han Shu et al.44 citations
- Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent ↗Edward Lockhart, Marc Lanctot, Julien Pérolat et al.44 citations
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness ↗NhatHai Phan, Minh N. Vu, Yang Liu et al.44 citations
- Hierarchical Representation Learning for Bipartite Graphs ↗Chong Li, Kunyang Jia, Dan Shen et al.44 citations
- Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning ↗Sihui Luo, Xinchao Wang, Gongfan Fang et al.44 citations
- Robust Flexible Feature Selection via Exclusive L21 Regularization ↗Di Ming, Chris H. Q. Ding44 citations
- AmazonQA: A Review-Based Question Answering Task ↗Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda et al.43 citations
- CFM: Convolutional Factorization Machines for Context-Aware Recommendation ↗Xin Xin, Bo Chen, Xiangnan He et al.43 citations
- Exploring Computational User Models for Agent Policy Summarization ↗Isaac Lage, Daphna Lifschitz, Finale Doshi‐Velez et al.43 citations
- Improved Algorithm on Online Clustering of Bandits ↗Shuai Li, Wei Chen, Shuai Li et al.43 citations
- MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction ↗Xu Chu, Yang Lin, Yasha Wang et al.43 citations
- Metric Learning on Healthcare Data with Incomplete Modalities ↗Qiuling Suo, Weida Zhong, Fenglong Ma et al.42 citations
- Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction ↗Yawen Zhang, Qin Lv, Duanfeng Gao et al.42 citations
- Online Learning from Capricious Data Streams: A Generative Approach ↗Yi He, Baijun Wu, Di Wu et al.42 citations
- Transfer of Temporal Logic Formulas in Reinforcement Learning ↗Zhe Xu, Ufuk Topcu42 citations
- Deeply-learned Hybrid Representations for Facial Age Estimation ↗Zichang Tan, Yang Yang, Jun Wan et al.41 citations
- Multi-agent Attentional Activity Recognition ↗Kaixuan Chen, Lina Yao, Dalin Zhang et al.41 citations
- Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks ↗Di Jin, Bingyi Li, Pengfei Jiao et al.41 citations
- Spotting Collective Behaviour of Online Frauds in Customer Reviews ↗Sarthika Dhawan, Siva Charan Reddy Gangireddy, Shiv Kumar et al.41 citations
- Automated Machine Learning with Monte-Carlo Tree Search ↗Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sébag40 citations
- Balanced Clustering: A Uniform Model and Fast Algorithm ↗Weibo Lin, He Zhu, Mingyu Xiao40 citations
- Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control ↗Jeremy Morton, Freddie Witherden, Mykel J. Kochenderfer40 citations
- High Dimensional Bayesian Optimization via Supervised Dimension Reduction ↗Miao Zhang, Huiqi Li, Steven Weidong Su40 citations
- Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views ↗Zhizhong Han, Xinhai Liu, Yu-Shen Liu et al.40 citations
- Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation ↗Qiaozhe Li, Xin Bo Zhao, Ran He et al.40 citations
- Robust Embedding with Multi-Level Structures for Link Prediction ↗Zihan Wang, Zhaochun Ren, Chunyu He et al.40 citations
- Sharing Attention Weights for Fast Transformer ↗Tong Xiao, Yinqiao Li, Jingbo Zhu et al.40 citations
- Synthesizing Datalog Programs using Numerical Relaxation ↗Xujie Si, Mukund Raghothaman, Kihong Heo et al.40 citations
- Graph and Autoencoder Based Feature Extraction for Zero-shot Learning ↗Yang Liu, Deyan Xie, Quanxue Gao et al.39 citations
- Group-based Learning of Disentangled Representations with Generalizability for Novel Contents ↗Haruo Hosoya39 citations
- Local Search with Efficient Automatic Configuration for Minimum Vertex Cover ↗Chuan Wen Luo, Holger H. Hoos, Shaowei Cai et al.39 citations
- Partial Label Learning with Unlabeled Data ↗Qian-Wei Wang, Yufeng Li, Zhi‐Hua Zhou39 citations
- Pose-preserving Cross Spectral Face Hallucination ↗Junchi Yu, Jie Cao, Yi Li et al.39 citations
- Towards Efficient Detection and Optimal Response against Sophisticated Opponents ↗Tianpei Yang, Jianye Hao, Zhaopeng Meng et al.39 citations
- Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach ↗Wuwei Lan, Yanyan Xu, Bin Zhao39 citations
- RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering ↗Qingsong Wen, Jingkun Gao, Xiaomin Song et al.38 citations
- Supervised Short-Length Hashing ↗Xingbo Liu, Xiushan Nie, Quan Zhou et al.38 citations
- A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots ↗Xueliang Zhao, Chongyang Tao, Wei Wu et al.37 citations
- Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks ↗Jing Li, Deheng Ye, Shuo Shang37 citations
- Classification with Label Distribution Learning ↗Jing Wang, Xin Geng37 citations
- Dual Visual Attention Network for Visual Dialog ↗Dan Guo, Hui Wang, Meng Wang37 citations
- Learning Low-precision Neural Networks without Straight-Through Estimator (STE) ↗Zhi-Gang Liu, Matthew Mattina37 citations
- MEGAN: A Generative Adversarial Network for Multi-View Network Embedding ↗Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh et al.37 citations
- Meta Reinforcement Learning with Task Embedding and Shared Policy ↗Lin Lan, Zhenguo Li, Xiaohong Guan et al.37 citations
- Multi-View Multiple Clustering ↗Shixing Yao, Guoxian Yu, Jun Wang et al.37 citations
- Musical Composition Style Transfer via Disentangled Timbre Representations ↗Yun-Ning Amy Hung, I-Tung Chiang, Yi‐An Chen et al.37 citations
- Neural Network based Continuous Conditional Random Field for Fine-grained Crime Prediction ↗Fei Yi, Zhiwen Yu, Fuzhen Zhuang et al.37 citations
- Statistical Guarantees for the Robustness of Bayesian Neural Networks ↗Luca Cardelli, Marta Kwiatkowska, Luca Laurenti et al.37 citations
- Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation ↗Jing Wang, Yingwei Pan, Ting Yao et al.36 citations
- Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss ↗Pengcheng Li, Jinfeng Yi, Bowen Zhou et al.36 citations
- Learning Description Logic Concepts: When can Positive and Negative Examples be Separated? ↗Maurice Funk, Jean Christoph Jung, Carsten Lutz et al.36 citations
- Learning Swarm Behaviors using Grammatical Evolution and Behavior Trees ↗Aadesh Neupane, Michael A. Goodrich36 citations
- Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns ↗Yong Liu, Yujing Hu, Yang Gao et al.36 citations
- Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion ↗Junming Shao, Zhong Zhang, Zhongjing Yu et al.35 citations
- Multi-Domain Sentiment Classification Based on Domain-Aware Embedding and Attention ↗Yitao Cai, Xiaojun Wan35 citations
- PI-Bully: Personalized Cyberbullying Detection with Peer Influence ↗Lu Cheng, Jundong Li, Yasin N. Silva et al.35 citations
- Positive and Unlabeled Learning with Label Disambiguation ↗Chuang Zhang, Dexin Ren, Tongliang Liu et al.35 citations
- Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning ↗Wenjie Shi, Shiji Song, Cheng Wu35 citations
- Binarized Collaborative Filtering with Distilling Graph Convolutional Network ↗Haoyu Wang, Defu Lian, Yong Ge34 citations
- Deep Active Learning with Adaptive Acquisition ↗Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir34 citations
- Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation ↗Ruipeng Gao, Xiaoyu Guo, Fuyong Sun et al.33 citations
- Exploiting Social Influence to Control Elections Based on Scoring Rules ↗Federico Corò, Emilio Cruciani, Gianlorenzo D’Angelo et al.33 citations
- Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models ↗Nupur Kumari, Mayank Singh, Abhishek Sinha et al.33 citations
- Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework ↗Yaodong Yang, Jianye Hao, Yan Zheng et al.33 citations
- Self-attentive Biaffine Dependency Parsing ↗Ying Li, Zhenghua Li, Min Zhang et al.33 citations
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