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# Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers

1,341 papers · page 4 of 14 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2019](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2019/)

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301. **[Towards Optimal Discrete Online Hashing with Balanced Similarity ↗](https://doi.org/10.1609/aaai.v33i01.33018722)**Mingbao Lin, Rongrong Ji, Hong Liu et al.*58 citations*
302. **[Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services ↗](https://doi.org/10.1609/aaai.v33i01.3301622)**Amanda Kube, Sanmay Das, Patrick J. Fowler*57 citations*
303. **[ClusterGAN: Latent Space Clustering in Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014610)**Sudipto Mukherjee, Himanshu Asnani, Eugene Lin et al.*57 citations*
304. **[LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts ↗](https://doi.org/10.1609/aaai.v33i01.33016810)**Shuming Ma, Lei Cui, Damai Dai et al.*57 citations*
305. **[Partial Multi-Label Learning via Credible Label Elicitation ↗](https://doi.org/10.1609/aaai.v33i01.33013518)**Jun-Peng Fang, Min-Ling Zhang*57 citations*
306. **[Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator ↗](https://doi.org/10.1609/aaai.v33i01.3301978)**Hoon Kim, Kangwook Lee, Gyeongjo Hwang et al.*56 citations*
307. **[DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System ↗](https://doi.org/10.1609/aaai.v33i01.3301774)**Fan Wu, Lixia Wu*56 citations*
308. **[Detect or Track: Towards Cost-Effective Video Object Detection/Tracking ↗](https://doi.org/10.1609/aaai.v33i01.33018803)**Hao Luo, Wenxuan Xie, Xinggang Wang et al.*56 citations*
309. **[Online Learning from Data Streams with Varying Feature Spaces ↗](https://doi.org/10.1609/aaai.v33i01.33013232)**Ege Beyazıt, Jeevithan Alagurajah, Xindong Wu*56 citations*
310. **[Argumentation for Explainable Scheduling ↗](https://doi.org/10.1609/aaai.v33i01.33012752)**Kristijonas Čyras, Dimitrios Letsios, Ruth Misener et al.*55 citations*
311. **[Depth Prediction without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018001)**Vincent Casser, Sören Pirk, Reza Mahjourian et al.*55 citations*
312. **[Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing ↗](https://doi.org/10.1609/aaai.v33i01.33013598)**Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki*55 citations*
313. **[Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering ↗](https://doi.org/10.1609/aaai.v33i01.33016318)**Yang Deng, Yuexiang Xie, Yaliang Li et al.*54 citations*
314. **[A Framework for Approval-Based Budgeting Methods ↗](https://doi.org/10.1609/aaai.v33i01.33012181)**Nimrod Talmon, Piotr Faliszewski*53 citations*
315. **[AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches ↗](https://doi.org/10.1609/aaai.v33i01.33012564)**Nan Cao, Xin Yan, Yang Shi et al.*53 citations*
316. **[Adversarial Learning of Semantic Relevance in Text to Image Synthesis ↗](https://doi.org/10.1609/aaai.v33i01.33013272)**Miriam Cha, Youngjune Gwon, H. T. Kung*53 citations*
317. **[Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018247)**Wenkai Dong, Zhaoxiang Zhang, Tieniu Tan*53 citations*
318. **[Character-Level Language Modeling with Deeper Self-Attention ↗](https://doi.org/10.1609/aaai.v33i01.33013159)**Rami Al‐Rfou, Dokook Choe, Noah Constant et al.*53 citations*
319. **[Compiling Bayesian Network Classifiers into Decision Graphs ↗](https://doi.org/10.1609/aaai.v33i01.33017966)**Andy Shih, Arthur Choi, Adnan Y. Darwiche*53 citations*
320. **[Deep Reinforcement Learning for Syntactic Error Repair in Student Programs ↗](https://doi.org/10.1609/aaai.v33i01.3301930)**Rahul Gupta, Aditya Kanade, Shirish Shevade*53 citations*
321. **[Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33016079)**Woojun Kim, Myung-sik Cho, Youngchul Sung*53 citations*
322. **[What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning ↗](https://doi.org/10.1609/aaai.v33i01.33016674)**Irene Li, Alexander R. Fabbri, Robert R. Tung et al.*53 citations*
323. **[“Bilingual Expert” Can Find Translation Errors ↗](https://doi.org/10.1609/aaai.v33i01.33016367)**Kai Fan, Jiayi Wang, Bo Li et al.*53 citations*
324. **[A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes ↗](https://doi.org/10.1609/aaai.v33i01.33011230)**Kui Xu, Zhe Wang, Jianping Shi et al.*52 citations*
325. **[CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions ↗](https://doi.org/10.1609/aaai.v33i01.33012620)**Sicheng Zhao, Chuang Lin, Pengfei Xu et al.*52 citations*
326. **[DeRPN: Taking a Further Step toward More General Object Detection ↗](https://doi.org/10.1609/aaai.v33i01.33019046)**Lele Xie, Yuliang Liu, Lianwen Jin et al.*52 citations*
327. **[Deep Reinforcement Learning for Green Security Games with Real-Time Information ↗](https://doi.org/10.1609/aaai.v33i01.33011401)**Yu-Fei Wang, Zheyuan Ryan Shi, Lantao Yu et al.*52 citations*
328. **[Hierarchical Macro Strategy Model for MOBA Game AI ↗](https://doi.org/10.1609/aaai.v33i01.33011206)**Bin Ying Wu*52 citations*
329. **[Personalized Robot Tutoring Using the Assistive Tutor POMDP (AT-POMDP) ↗](https://doi.org/10.1609/aaai.v33i01.33018050)**Aditi Ramachandran, Sarah Strohkorb Sebo, Brian Scassellati*52 citations*
330. **[Soft Facial Landmark Detection by Label Distribution Learning ↗](https://doi.org/10.1609/aaai.v33i01.33015008)**Kai Su, Xin Geng*52 citations*
331. **[Super Sparse Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014440)**Yao Lu, Guangming Lu, Bob Zhang et al.*52 citations*
332. **[Disjoint Label Space Transfer Learning with Common Factorised Space ↗](https://doi.org/10.1609/aaai.v33i01.33013288)**Xiaobin Chang, Yongxin Yang, Tao Xiang et al.*51 citations*
333. **[Generating Multiple Diverse Responses for Short-Text Conversation ↗](https://doi.org/10.1609/aaai.v33i01.33016383)**Jun Gao, Wei Bi, Xiaojiang Liu et al.*51 citations*
334. **[Group Fairness for the Allocation of Indivisible Goods ↗](https://doi.org/10.1609/aaai.v33i01.33011853)**Vincent Conitzer, Rupert Freeman, Nisarg Shah et al.*51 citations*
335. **[Personalized Question Routing via Heterogeneous Network Embedding ↗](https://doi.org/10.1609/aaai.v33i01.3301192)**Zeyu Li, Jyun‐Yu Jiang, Yizhou Sun et al.*51 citations*
336. **[SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next ↗](https://doi.org/10.1609/aaai.v33i01.33016802)**Shangwen Lv, Wanhui Qian, Longtao Huang et al.*51 citations*
337. **[Safeguarded Dynamic Label Regression for Noisy Supervision ↗](https://doi.org/10.1609/aaai.v33i01.33019103)**Jiangchao Yao, Hao Wu, Ya Zhang et al.*51 citations*
338. **[A Comparative Analysis of Expected and Distributional Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014504)**Clare Lyle, Marc G. Bellemare, Pablo Samuel Castro*50 citations*
339. **[Abstracting Causal Models ↗](https://doi.org/10.1609/aaai.v33i01.33012678)**Sander Beckers, Joseph Yehuda Halpern*50 citations*
340. **[Contextualized Non-Local Neural Networks for Sequence Learning ↗](https://doi.org/10.1609/aaai.v33i01.33016762)**Pengfei Liu, Shuaichen Chang, Xuanjing Huang et al.*50 citations*
341. **[Unsupervised Domain Adaptation Based on Source-Guided Discrepancy ↗](https://doi.org/10.1609/aaai.v33i01.33014122)**Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao et al.*50 citations*
342. **[Variational Autoencoder with Implicit Optimal Priors ↗](https://doi.org/10.1609/aaai.v33i01.33015066)**Hiroshi Takahashi, Tomoharu Iwata, Yuki Yamanaka et al.*50 citations*
343. **[Distributionally Robust Semi-Supervised Learning for People-Centric Sensing ↗](https://doi.org/10.1609/aaai.v33i01.33013321)**Kaixuan Chen, Lina Yao, Dalin Zhang et al.*49 citations*
344. **[Recurrent Stacking of Layers for Compact Neural Machine Translation Models ↗](https://doi.org/10.1609/aaai.v33i01.33016292)**Raj Dabre, Atsushi Fujita*49 citations*
345. **[Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module ↗](https://doi.org/10.1609/aaai.v33i01.33018585)**Chenyang Li, Xin Zhang, Lufan Liao et al.*49 citations*
346. **[Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents ↗](https://doi.org/10.1609/aaai.v33i01.33014959)**Aditya Siddhant, Anuj Kumar Goyal, Angeliki Metallinou*49 citations*
347. **[Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences ↗](https://doi.org/10.1609/aaai.v33i01.3301126)**Zhizhong Han, Mingyang Shang, Xiyang Wang et al.*49 citations*
348. **[Lattice CNNs for Matching Based Chinese Question Answering ↗](https://doi.org/10.1609/aaai.v33i01.33016634)**Yuxuan Lai, Yansong Feng, Xiaohan Yu et al.*48 citations*
349. **[MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image ↗](https://doi.org/10.1609/aaai.v33i01.33018949)**Jinglu Wang, Bo Sun, Yan Lu*48 citations*
350. **[On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation ↗](https://doi.org/10.1609/aaai.v33i01.33012322)**Andrei Lissovoi, Pietro S. Oliveto, John Alasdair Warwicker*48 citations*
351. **[Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies ↗](https://doi.org/10.1609/aaai.v33i01.33013280)**Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov et al.*48 citations*
352. **[Video Object Detection with Locally-Weighted Deformable Neighbors ↗](https://doi.org/10.1609/aaai.v33i01.33018529)**Zhengkai Jiang, Peng Gao, Chaoxu Guo et al.*48 citations*
353. **[Cubic LSTMs for Video Prediction ↗](https://doi.org/10.1609/aaai.v33i01.33018263)**Hehe Fan, Linchao Zhu, Yi Ping Yang*47 citations*
354. **[DTMT: A Novel Deep Transition Architecture for Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v33i01.3301224)**Fandong Meng, Jinchao Zhang*47 citations*
355. **[Deep Metric Learning by Online Soft Mining and Class-Aware Attention ↗](https://doi.org/10.1609/aaai.v33i01.33015361)**Xinshao Wang, Hua Yang, Elyor Kodirov et al.*47 citations*
356. **[Image Aesthetic Assessment Assisted by Attributes through Adversarial Learning ↗](https://doi.org/10.1609/aaai.v33i01.3301679)**Bowen Pan, Shangfei Wang, Qisheng Jiang*47 citations*
357. **[Learning Incremental Triplet Margin for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v33i01.33019243)**Yingying Zhang, Qiaoyong Zhong, Liang Ma et al.*47 citations*
358. **[Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering ↗](https://doi.org/10.1609/aaai.v33i01.33014755)**Xiaoyu Qin, Kai Ming Ting, Ye Zhu et al.*47 citations*
359. **[Automatic Code Review by Learning the Revision of Source Code ↗](https://doi.org/10.1609/aaai.v33i01.33014910)**Shuting Shi, Ming Li, David Lo et al.*46 citations*
360. **[Deliberate Attention Networks for Image Captioning ↗](https://doi.org/10.1609/aaai.v33i01.33018320)**Lianli Gao, Kaixuan Fan, Jingkuan Song et al.*46 citations*
361. **[Hashtag Recommendation for Photo Sharing Services ↗](https://doi.org/10.1609/aaai.v33i01.33015805)**Su-Wei Zhang, Yuan Yao, Feng Xu et al.*46 citations*
362. **[Learning Vine Copula Models for Synthetic Data Generation ↗](https://doi.org/10.1609/aaai.v33i01.33015049)**Yi Sun, Alfredo Cuesta‐Infante, Kalyan K. Veeramachaneni*46 citations*
363. **[Robust Optimization over Multiple Domains ↗](https://doi.org/10.1609/aaai.v33i01.33014739)**Qi Qian, Shenghuo Zhu B, Jiasheng Tang et al.*46 citations*
364. **[Spectral Clustering in Heterogeneous Information Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014221)**Xiang Li, Ben Kao, Zhaochun Ren et al.*46 citations*
365. **[Learning Attribute-Specific Representations for Visual Tracking ↗](https://doi.org/10.1609/aaai.v33i01.33018835)**Yuankai Qi, Shengping Zhang, Weigang Zhang et al.*45 citations*
366. **[Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning ↗](https://doi.org/10.1609/aaai.v33i01.33017289)**Yuexin Wu, Xiujun Li, Jingjing Liu et al.*45 citations*
367. **[The Utility of Sparse Representations for Control in Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014384)**Vincent Liu, Raksha Kumaraswamy, Lei Le et al.*45 citations*
368. **[Theoretical Analysis of Label Distribution Learning ↗](https://doi.org/10.1609/aaai.v33i01.33015256)**Jing Wang, Xin Geng*45 citations*
369. **[Verification of RNN-Based Neural Agent-Environment Systems ↗](https://doi.org/10.1609/aaai.v33i01.33016006)**Michael E. Akintunde, Andreea Kevorchian, Alessio R. Lomuscio et al.*45 citations*
370. **[ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation ↗](https://doi.org/10.1609/aaai.v33i01.3301265)**Jiankai Sun, Bortik Bandyopadhyay, Armin Bashizade et al.*44 citations*
371. **[Adversarial Framing for Image and Video Classification ↗](https://doi.org/10.1609/aaai.v33i01.330110077)**Michał Zając, Konrad Żołna, Negar Rostamzadeh et al.*44 citations*
372. **[An Integrative Framework for Artificial Intelligence Education ↗](https://doi.org/10.1609/aaai.v33i01.33019670)**Pat Langley*44 citations*
373. **[Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation ↗](https://doi.org/10.1609/aaai.v33i01.33011085)**Dong Nie, Li Wang, Lei Xiang et al.*44 citations*
374. **[Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement ↗](https://doi.org/10.1609/aaai.v33i01.330186)**Zi-Yi Dou, Zhaopeng Tu, Xing Wang et al.*44 citations*
375. **[Learning Fully Dense Neural Networks for Image Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v33i01.33019283)**Mingmin Zhen, Jinglu Wang, Lei Zhou et al.*44 citations*
376. **[Zero-Shot Neural Transfer for Cross-Lingual Entity Linking ↗](https://doi.org/10.1609/aaai.v33i01.33016924)**Shruti Rijhwani, Jiateng Xie, Graham Neubig et al.*44 citations*
377. **[A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation ↗](https://doi.org/10.1609/aaai.v33i01.33017168)**Siyuan Wang, Zhongyu Wei, Zhihao Fan et al.*43 citations*
378. **[Exploiting Local Feature Patterns for Unsupervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v33i01.33015401)**Jun Wen, Risheng Liu, Nenggan Zheng et al.*43 citations*
379. **[Frame and Feature-Context Video Super-Resolution ↗](https://doi.org/10.1609/aaai.v33i01.33015597)**Bo Yan, Chuming Lin, Weimin Tan*43 citations*
380. **[Hierarchical Attention Networks for Sentence Ordering ↗](https://doi.org/10.1609/aaai.v33i01.33017184)**Tianming Wang, Xiaojun Wan*43 citations*
381. **[Learning Object Context for Dense Captioning ↗](https://doi.org/10.1609/aaai.v33i01.33018650)**Xiangyang Li, Shuqiang Jiang, Jungong Han*43 citations*
382. **[Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables ↗](https://doi.org/10.1609/aaai.v33i01.3301281)**Kunihiro Takeoka, Masafumi Oyamada, Shinji Nakadai et al.*43 citations*
383. **[Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints ↗](https://doi.org/10.1609/aaai.v33i01.33012045)**Ayumi Igarashi, Dominik Peters*43 citations*
384. **[RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications ↗](https://doi.org/10.1609/aaai.v33i01.33015757)**Huan Zhang, Pengchuan Zhang, Cho‐Jui Hsieh*43 citations*
385. **[Syntax-Aware Neural Semantic Role Labeling ↗](https://doi.org/10.1609/aaai.v33i01.33017305)**Qingrong Xia, Zhenghua Li, Min Zhang et al.*43 citations*
386. **[Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33016722)**Ziming Li, Julia Kiseleva, Maarten de Rijke*42 citations*
387. **[Incorporating Network Embedding into Markov Random Field for Better Community Detection ↗](https://doi.org/10.1609/aaai.v33i01.3301160)**Di Jin, Xinxin You, Weihao Li et al.*42 citations*
388. **[Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis ↗](https://doi.org/10.1609/aaai.v33i01.33018312)**Lianli Gao, Daiyuan Chen, Jingkuan Song et al.*42 citations*
389. **[Residual Compensation Networks for Heterogeneous Face Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018239)**Zhongying Deng, Xiaojiang Peng, Yu Qiao*42 citations*
390. **[Single-Label Multi-Class Image Classification by Deep Logistic Regression ↗](https://doi.org/10.1609/aaai.v33i01.33013486)**Qi Dong, Xiatian Zhu, Shaogang Gong*42 citations*
391. **[SuperVAE: Superpixelwise Variational Autoencoder for Salient Object Detection ↗](https://doi.org/10.1609/aaai.v33i01.33018569)**Bo Hu Li, Zhengxing Sun, Yuqi Guo*42 citations*
392. **[A Probabilistic Derivation of LASSO and L12-Norm Feature Selections ↗](https://doi.org/10.1609/aaai.v33i01.33014586)**Di Ming, Chris H. Q. Ding, Feiping Nie*41 citations*
393. **[Differentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View ↗](https://doi.org/10.1609/aaai.v33i01.33011182)**Di Wang, Jinhui Xu*41 citations*
394. **[Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014878)**Jin Shang, Mingxuan Sun*41 citations*
395. **[HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering ↗](https://doi.org/10.1609/aaai.v33i01.33016875)**Liang Pang, Yanyan Lan, Jiafeng Guo et al.*41 citations*
396. **[Interaction-Aware Factorization Machines for Recommender Systems ↗](https://doi.org/10.1609/aaai.v33i01.33013804)**Fuxing Hong, Dongbo Huang, Ge Chen*41 citations*
397. **[Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach ↗](https://doi.org/10.1609/aaai.v33i01.33013983)**Bingbing Jiang, Xingyu Wu, Kui Yu et al.*41 citations*
398. **[Learning Non-Uniform Hypergraph for Multi-Object Tracking ↗](https://doi.org/10.1609/aaai.v33i01.33018981)**Longyin Wen, Dawei Du, Shengkun Li et al.*41 citations*
399. **[MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons ↗](https://doi.org/10.1609/aaai.v33i01.33011327)**Malu Zhang, Jibin Wu, Yansong Chua et al.*41 citations*
400. **[Transfer Learning for Sequence Labeling Using Source Model and Target Data ↗](https://doi.org/10.1609/aaai.v33i01.33016260)**Lingzhen Chen, Alessandro Moschitti*41 citations*

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