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title: "Proceedings of the AAAI Conference on Artificial"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2017 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2017 is the 2017 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 782 papers of it; our library holds 6 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**782** papers in the proceedings](#all) · [**6** works in our library](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2017/#works) · [**1,811** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2017/#works)

## Most cited papers

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

1. **[Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning](https://doi.org/10.1609/aaai.v31i1.11231)**Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al.*4,246 citations*
2. **[SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient](https://doi.org/10.1609/aaai.v31i1.10804)**Lantao Yu, Weinan Zhang, Yi-Xiang Wang et al.*2,285 citations*
3. **[Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction](https://doi.org/10.1609/aaai.v31i1.10735)**Junbo Zhang, Yu Zheng, Dekang Qi*2,282 citations*
4. **[ConceptNet 5.5: An Open Multilingual Graph of General Knowledge](https://doi.org/10.1609/aaai.v31i1.11164)**Robyn Speer, Joshua Chin, Catherine Havasi*2,134 citations*
5. **[SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents](https://md.research.elamur.ai/free/en/papers/nallapati-2016-summarunner-recurrent-neural-network-based/)**Ramesh M. Nallapati, Feifei Zhai, Bowen Zhou*1,233 citations · our summary*
6. **[An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data](https://doi.org/10.1609/aaai.v31i1.11212)**Sijie Song, Cuiling Lan, Junliang Xing et al.*977 citations*
7. **[TextBoxes: A Fast Text Detector with a Single Deep Neural Network](https://doi.org/10.1609/aaai.v31i1.11196)**Minghui Liao, Baoguang Shi, Xiang Bai et al.*955 citations*
8. **[Robust Loss Functions under Label Noise for Deep Neural Networks](https://doi.org/10.1609/aaai.v31i1.10894)**Aritra Ghosh, Himanshu Kumar, P. SESHADRI SASTRY*943 citations*
9. **[Community Preserving Network Embedding](https://doi.org/10.1609/aaai.v31i1.10488)**Xiao Wang, Peng Cui, Jing Wang et al.*883 citations*
10. **[Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data](https://doi.org/10.1609/aaai.v31i1.11172)**Jiaxuan You, Xiaocheng Li, Melvin Low et al.*558 citations*

## All accepted papers (782)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. **[Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning](https://doi.org/10.1609/aaai.v31i1.11231)**Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al.*4,246 citations*
2. **[SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient](https://doi.org/10.1609/aaai.v31i1.10804)**Lantao Yu, Weinan Zhang, Yi-Xiang Wang et al.*2,285 citations*
3. **[Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction](https://doi.org/10.1609/aaai.v31i1.10735)**Junbo Zhang, Yu Zheng, Dekang Qi*2,282 citations*
4. **[ConceptNet 5.5: An Open Multilingual Graph of General Knowledge](https://doi.org/10.1609/aaai.v31i1.11164)**Robyn Speer, Joshua Chin, Catherine Havasi*2,134 citations*
5. **[SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents](https://md.research.elamur.ai/free/en/papers/nallapati-2016-summarunner-recurrent-neural-network-based/)**Ramesh M. Nallapati, Feifei Zhai, Bowen Zhou*1,233 citations · our summary*
6. **[An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data](https://doi.org/10.1609/aaai.v31i1.11212)**Sijie Song, Cuiling Lan, Junliang Xing et al.*977 citations*
7. **[TextBoxes: A Fast Text Detector with a Single Deep Neural Network](https://doi.org/10.1609/aaai.v31i1.11196)**Minghui Liao, Baoguang Shi, Xiang Bai et al.*955 citations*
8. **[Robust Loss Functions under Label Noise for Deep Neural Networks](https://doi.org/10.1609/aaai.v31i1.10894)**Aritra Ghosh, Himanshu Kumar, P. SESHADRI SASTRY*943 citations*
9. **[Community Preserving Network Embedding](https://doi.org/10.1609/aaai.v31i1.10488)**Xiao Wang, Peng Cui, Jing Wang et al.*883 citations*
10. **[Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data](https://doi.org/10.1609/aaai.v31i1.11172)**Jiaxuan You, Xiaocheng Li, Melvin Low et al.*558 citations*
11. **[Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours](https://doi.org/10.1609/aaai.v31i1.10909)**Feiping Nie, Guohao Cai, Xuelong Li*557 citations*
12. **[Multi-View Clustering via Deep Matrix Factorization](https://doi.org/10.1609/aaai.v31i1.10867)**Handong Zhao, Zhengming Ding, Yun Fu*499 citations*
13. **[Long-Term Trends in the Public Perception of Artificial Intelligence](https://doi.org/10.1609/aaai.v31i1.10635)**Ethan Fast, Eric Horvitz*452 citations*
14. **[Playing FPS Games with Deep Reinforcement Learning](https://doi.org/10.1609/aaai.v31i1.10827)**Guillaume Lample, Devendra Singh Chaplot*452 citations*
15. **[Topic Aware Neural Response Generation](https://doi.org/10.1609/aaai.v31i1.10981)**Xing Chen, Wei Wu, Yu Wu et al.*438 citations*
16. **[Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms](https://doi.org/10.1609/aaai.v31i1.10974)**Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier et al.*425 citations*
17. **[DeepFix: Fixing Common C Language Errors by Deep Learning](https://doi.org/10.1609/aaai.v31i1.10742)**Rahul Gupta, Soham Pal, Aditya Kanade et al.*418 citations*
18. **[A Riemannian Network for SPD Matrix Learning](https://doi.org/10.1609/aaai.v31i1.10866)**Zhiwu Huang, Luc Van Gool*410 citations*
19. **[Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models](https://doi.org/10.1609/aaai.v31i1.11205)**Siyi Li, Dit‐Yan Yeung*394 citations*
20. **[Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions](https://doi.org/10.1609/aaai.v31i1.10953)**Guoliang Ji, Kang Liu, Shizhu He et al.*357 citations*
21. **[Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images](https://doi.org/10.1609/aaai.v31i1.10510)**Lequan Yu, Xin Yang, Hao Chen et al.*341 citations*
22. **[Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval](https://doi.org/10.1609/aaai.v31i1.10719)**Erkun Yang, Cheng Dan Deng, Wei Liu et al.*331 citations*
23. **[VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem](https://doi.org/10.1609/aaai.v31i1.11215)**Ronald Clark, Sen Wang, Hongkai Wen et al.*327 citations*
24. **[A Deep Hierarchical Approach to Lifelong Learning in Minecraft](https://doi.org/10.1609/aaai.v31i1.10744)**Chen Tessler, Shahar Givony, Tom Zahavy et al.*299 citations*
25. **[Unsupervised Deep Learning for Optical Flow Estimation](https://doi.org/10.1609/aaai.v31i1.10723)**Zhe Ren, Junchi Yan, Bingbing Ni et al.*290 citations*

[See all 782 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2017 — accepted papers →](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2017/papers/)

## Papers with our summary in our library (6)

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

1. **[Style Transfer in Text: Exploration and Evaluation](https://md.research.elamur.ai/free/en/papers/fu-2017-style-transfer-text-exploration-evaluation/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Zhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.*2017 · 702 citations*
2. **[Empower Sequence Labeling with Task-Aware Neural Language Model](https://md.research.elamur.ai/free/en/papers/liu-2017-empower-sequence-labeling-task-aware/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Liyuan Liu, Jingbo Shang, Frank F. Xu, et al.*2017 · 424 citations*
3. **[Deep Semantic Role Labeling with Self-Attention](https://md.research.elamur.ai/free/en/papers/tan-2017-deep-semantic-role-labeling-self/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Zhixing Tan, Mingxuan Wang, Jun Xie, et al.*2017 · 387 citations*
4. [**Unit Dependency Graph and its Application to Arithmetic Word Problem Solving**Subhro Roy, Dan Roth*2017 · 130 citations*](https://md.research.elamur.ai/free/en/papers/roy-2017-unit-dependency-graph-arithmetic/)
5. **[Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence](https://md.research.elamur.ai/free/en/papers/xie-2017-william-shakespeare-really-write-hamlet/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Ruobing Xie, Zhiyuan Liu, Fen Lin, et al.*2017 · 93 citations*
6. **[Dialogue Act Sequence Labeling using Hierarchical encoder with CRF](https://md.research.elamur.ai/free/en/papers/kumar-2017-dialogue-act-sequence-labeling-using/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, et al.*2017 · 75 citations*

## Top topics

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

[Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Semantic role labeling (1)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/)

## Fields

[Arts and Humanities (6)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (6)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Dongyan Zhao**1 work here · 702 citations](https://md.research.elamur.ai/free/en/authors/dongyan-zhao/) · [🧑‍🔬**Nanyun Peng**1 work here · 702 citations](https://md.research.elamur.ai/free/en/authors/nanyun-peng/) · [🧑‍🔬**Rui Yan**1 work here · 702 citations](https://md.research.elamur.ai/free/en/authors/rui-yan/) · [🧑‍🔬**Frank F. Xu**1 work here · 424 citations](https://md.research.elamur.ai/free/en/authors/frank-f-xu/) · [🧑‍🔬**Jian Peng**1 work here · 424 citations](https://md.research.elamur.ai/free/en/authors/jian-peng/) · [🧑‍🔬**Jiawei Han**1 work here · 424 citations](https://md.research.elamur.ai/free/en/authors/jiawei-han/) · [🧑‍🔬**Jingbo Shang**1 work here · 424 citations](https://md.research.elamur.ai/free/en/authors/jingbo-shang/) · [🧑‍🔬**Liyuan Liu**1 work here · 424 citations](https://md.research.elamur.ai/free/en/authors/liyuan-liu/) · [🧑‍🔬**Xiang Ren**1 work here · 424 citations](https://md.research.elamur.ai/free/en/authors/xiang-ren/) · [🧑‍🔬**Jun Xie**1 work here · 387 citations](https://md.research.elamur.ai/free/en/authors/jun-xie/) · [🧑‍🔬**Mingxuan Wang**1 work here · 387 citations](https://md.research.elamur.ai/free/en/authors/mingxuan-wang/) · [🧑‍🔬**Xiaodong Shi**1 work here · 387 citations](https://md.research.elamur.ai/free/en/authors/xiaodong-shi/)

## Top institutions

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

[🎓**University of Southern California** Los Angeles · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🏢**Tencent** Shenzhen · China 2 works here](https://md.research.elamur.ai/free/en/companies/tencent/) · [🏢**IBM** Armonk · United States 1 work here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 1 work here](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🎓**Xiamen University** Xiamen · China 1 work here](https://md.research.elamur.ai/free/en/universities/xiamen-university/) · [🎓**Peking University** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🏢**Meta (United Kingdom)** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) · [🏢**Meta** Menlo Park · United States 1 work here](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Tsinghua University** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/tsinghua-university/)

works and citations from OpenAlex and our library.

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