📰 Proceedings of the AAAI Conference on Artificial Intelligence 2019 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2019 is the 2019 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 1,341 papers of it; our library holds 10 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow ForecastingShengnan Guo, Youfang Lin, Ning Feng et al.2,953 citations
2. Graph Convolutional Networks for Text ClassificationLiang Yao, Chengsheng Mao, Yuan Luo1,983 citations
3. Hypergraph Neural NetworksYifan Feng, Haoxuan You, Zizhao Zhang et al.1,729 citations
4. Session-Based Recommendation with Graph Neural NetworksShu Wu, Yuyuan Tang, Yanqiao Zhu et al.1,532 citations
5. Deep Interest Evolution Network for Click-Through Rate PredictionGuorui Zhou, Na Mou, Ying Fan et al.1,066 citations
6. Envisioning AI for K-12: What Should Every Child Know about AI?David S. Touretzky, Christina Gardner‐McCune, Fred G. Martin et al.890 citations
7. M2Det: A Single-Shot Object Detector Based on Multi-Level Feature Pyramid NetworkQijie Zhao, Tao Sheng, Yongtao Wang et al.860 citations
8. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series DataChuxu Zhang, Dongjin Song, Yuncong Chen et al.855 citations
9. Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand ForecastingGeng Fu Xu, Yaguang Li, Leye Wang et al.841 citations
10. Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic PredictionHuaxiu Yao, Xianfeng Tang, Hua Wei et al.822 citations

All accepted papers (1,341)

The most cited first; 10 with our summary link to their page here, the others to the original.

1. Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow ForecastingShengnan Guo, Youfang Lin, Ning Feng et al.2,953 citations
2. Graph Convolutional Networks for Text ClassificationLiang Yao, Chengsheng Mao, Yuan Luo1,983 citations
3. Hypergraph Neural NetworksYifan Feng, Haoxuan You, Zizhao Zhang et al.1,729 citations
4. Session-Based Recommendation with Graph Neural NetworksShu Wu, Yuyuan Tang, Yanqiao Zhu et al.1,532 citations
5. Deep Interest Evolution Network for Click-Through Rate PredictionGuorui Zhou, Na Mou, Ying Fan et al.1,066 citations
6. Envisioning AI for K-12: What Should Every Child Know about AI?David S. Touretzky, Christina Gardner‐McCune, Fred G. Martin et al.890 citations
7. M2Det: A Single-Shot Object Detector Based on Multi-Level Feature Pyramid NetworkQijie Zhao, Tao Sheng, Yongtao Wang et al.860 citations
8. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series DataChuxu Zhang, Dongjin Song, Yuncong Chen et al.855 citations
9. Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand ForecastingGeng Fu Xu, Yaguang Li, Leye Wang et al.841 citations
10. Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic PredictionHuaxiu Yao, Xianfeng Tang, Hua Wei et al.822 citations
11. Explainable Reasoning over Knowledge Graphs for RecommendationXiang Wang, Dingxian Wang, Canran Xu et al.757 citations
12. Interpretation of Neural Networks Is FragileAmirata Ghorbani, Abubakar Abid, James Zou732 citations
13. Neural Speech Synthesis with Transformer NetworkNaihan Li, Shujie Liu, Yanqing Liu et al.714 citations
14. End-to-End Structure-Aware Convolutional Networks for Knowledge Base CompletionChao Shang, Yun Tang, Jing Huang et al.683 citations
15. Direct Training for Spiking Neural Networks: Faster, Larger, BetterYujie Wu, Lei Deng, Guoqi Li et al.670 citations
16. GaitSet: Regarding Gait as a Set for Cross-View Gait RecognitionHanqing Chao, Yiwei He, Junping Zhang et al.659 citations
17. End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control TasksRichard Cheng, Gábor Orosz, Richard M. Murray et al.575 citations
18. A Bottom-Up Clustering Approach to Unsupervised Person Re-IdentificationYutian Lin, Xuanyi Dong, Liang Zheng et al.564 citations
19. Gradient Harmonized Single-Stage DetectorBuyu Li, Yu Liu, Xiaogang Wang530 citations
20. Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden NeuronsByeongho Heo, Minsik Lee, Sangdoo Yun et al.522 citations
21. Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep LearningHao Yu, Sen Yang, Shenghuo Zhu B497 citations
22. Found in Translation: Learning Robust Joint Representations by Cyclic Translations between ModalitiesHai Pham, Paul Pu Liang, Thomas Manzini et al.481 citations
23. Horizontal Pyramid Matching for Person Re-IdentificationYang Lie Fu, Yunchao Wei, Yuqian Zhou et al.473 citations
24. Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal BehaviorsYansen Wang, Ying Shen, Zhun Liu et al.466 citations
25. TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-AgentsYuexin Ma, Xinge Zhu, Sibo Zhang et al.446 citations

See all 1,341 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2019 — accepted papers →

📄 Papers with our summary in our library (10)

The most cited first (OpenAlex citations plus our library's).

1. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentProceedings of the AAAI Conference on Artificial IntelligenceDi Jin, Zhijing Jin, Joey Tianyi Zhou, et al.2019 · 1,326 citations
2. PIQA: Reasoning about Physical Commonsense in Natural LanguageProceedings of the AAAI Conference on Artificial IntelligenceYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,220 citations
3. K-BERT: Enabling Language Representation with Knowledge GraphProceedings of the AAAI Conference on Artificial IntelligenceWeijie Liu, Peng Zhou, Zhe Zhao, et al.2019 · 1,014 citations
4. ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingProceedings of the AAAI Conference on Artificial IntelligenceYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 984 citations
5. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question AnsweringProceedings of the AAAI Conference on Artificial IntelligenceZhou Yu, Dejing Xu, Jun Yu, et al.2019 · 390 citations
6. Neural Machine Translation with Byte-Level SubwordsProceedings of the AAAI Conference on Artificial IntelligenceChanghan Wang, Kyunghyun Cho, Jiatao Gu2019 · 228 citations
7. Probing Natural Language Inference Models through Semantic FragmentsProceedings of the AAAI Conference on Artificial IntelligenceKyle Richardson, Hai Hu, Lawrence S. Moss, et al.2019 · 102 citations
8. A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable ContextProceedings of the AAAI Conference on Artificial IntelligenceTakuma Udagawa, Akiko Aizawa2019 · 67 citations
9. Story Realization: Expanding Plot Events into SentencesProceedings of the AAAI Conference on Artificial IntelligencePrithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, et al.2019 · 42 citations
10. An Annotated Corpus of Reference Resolution for Interpreting Common GroundingProceedings of the AAAI Conference on Artificial IntelligenceTakuma Udagawa, Akiko Aizawa2019 · 14 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧮Reasoning (2)🔁Machine translation (1)🧠Language models & pretraining (1)❓Question answering (1)🕸️Knowledge graphs & ontologies (1)🔬Interpretability (1)✂️Tokenization & segmentation (1)

📚 Fields

🖥️Computer Science (10)🎭Arts and Humanities (9)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🔬National Institute of InformaticsTokyo · Japan2 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States2 works here🎓The University of TokyoTokyo · Japan2 works here🏛️Agency for Science, Technology and ResearchSingapore · Singapore1 work here🏢MicrosoftRedmond · United States1 work here🎓The University of SydneySydney · Australia1 work here🎓Georgia Institute of TechnologyAtlanta · United States1 work here🎓University of WashingtonSeattle · United States1 work here🎓Peking UniversityBeijing · China1 work here🏢TencentShenzhen · China1 work here🎓Beijing Normal UniversityBeijing · China1 work here🏢MetaMenlo Park · United States1 work here

works and citations from OpenAlex and our library.

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