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

1,341 papers · page 3 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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201. **[Disentangled Variational Representation for Heterogeneous Face Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33019005)**Xiang Wu, Huaibo Huang, Vishal M. Patel et al.*97 citations*
202. **[SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning ↗](https://doi.org/10.1609/aaai.v33i01.33012970)**Daoming Lyu, Fangkai Yang, Bo Liu et al.*96 citations*
203. **[DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing ↗](https://doi.org/10.1609/aaai.v33i01.33011044)**Xiao Liu, Xiaoting Li, Rupesh Prajapati et al.*95 citations*
204. **[BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting ↗](https://doi.org/10.1609/aaai.v33i01.33011592)**Mate Soos, Kuldeep S. Meel*94 citations*
205. **[Geometry-Aware Face Completion and Editing ↗](https://doi.org/10.1609/aaai.v33i01.33012506)**Linsen Song, Jie Cao, Lingxiao Song et al.*94 citations*
206. **[Localizing Natural Language in Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018175)**Jingyuan Chen, Lin Ma, Xinpeng Chen et al.*94 citations*
207. **[Outlier Aware Network Embedding for Attributed Networks ↗](https://doi.org/10.1609/aaai.v33i01.330112)**Sambaran Bandyopadhyay, N. Lokesh, Musti Narasimha Murty*94 citations*
208. **[Dependency or Span, End-to-End Uniform Semantic Role Labeling ↗](https://doi.org/10.1609/aaai.v33i01.33016730)**Zuchao Li, Shexia He, Hai Yan Zhao et al.*93 citations*
209. **[Amalgamating Knowledge towards Comprehensive Classification ↗](https://doi.org/10.1609/aaai.v33i01.33013068)**Chengchao Shen, Xinchao Wang, Jie Song et al.*92 citations*
210. **[Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features ↗](https://doi.org/10.1609/aaai.v33i01.3301200)**Dongliang Liao, Jin Xu, Gongfu Li et al.*92 citations*
211. **[Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach ↗](https://doi.org/10.1609/aaai.v33i01.33012245)**Boming Zhao, Pan Xu, Yexuan Shi et al.*91 citations*
212. **[Residual Invertible Spatio-Temporal Network for Video Super-Resolution ↗](https://doi.org/10.1609/aaai.v33i01.33015981)**Xiaobin Zhu, Zhuangzi Li, Xiaoyu Zhang et al.*91 citations*
213. **[Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection ↗](https://doi.org/10.1609/aaai.v33i01.33019070)**Yunlu Xu, Chengwei Zhang, Zhanzhan Cheng et al.*91 citations*
214. **[Robust Estimation of Similarity Transformation for Visual Object Tracking ↗](https://doi.org/10.1609/aaai.v33i01.33018666)**Yang Li, Jianke Zhu, Steven C. H. Hoi et al.*89 citations*
215. **[A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues ↗](https://doi.org/10.1609/aaai.v33i01.33017007)**Zhouxing Shi, Minlie Huang*87 citations*
216. **[Efficient and Effective Incomplete Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v33i01.33014392)**Xinwang Liu, Xinzhong Zhu, Miaomiao Li et al.*87 citations*
217. **[Adversarial Learning for Weakly-Supervised Social Network Alignment ↗](https://doi.org/10.1609/aaai.v33i01.3301996)**Chaozhuo Li, Senzhang Wang, Yukun Wang et al.*86 citations*
218. **[From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification ↗](https://doi.org/10.1609/aaai.v33i01.33016343)**Zixiang Ding, Huihui He, Mengran Zhang et al.*86 citations*
219. **[Weakly-Supervised Hierarchical Text Classification ↗](https://doi.org/10.1609/aaai.v33i01.33016826)**Meng Yu, Jiaming Shen, Chao Zhang et al.*86 citations*
220. **[One-Network Adversarial Fairness ↗](https://doi.org/10.1609/aaai.v33i01.33012412)**Tameem Adel, Isabel Valera, Zoubin Ghahramani et al.*85 citations*
221. **[3D Object Detection Using Scale Invariant and Feature Reweighting Networks ↗](https://doi.org/10.1609/aaai.v33i01.33019267)**Xin Bo Zhao, Zhe Liu, Ruolan Hu et al.*84 citations*
222. **[Modeling Coherence for Discourse Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v33i01.33017338)**Hao Xiong, Zhongjun He, Hua Ren Wu et al.*84 citations*
223. **[Recurrent Attention Model for Pedestrian Attribute Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33019275)**Xin Zhao, Liufang Sang, Guiguang Ding et al.*84 citations*
224. **[Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective ↗](https://doi.org/10.1609/aaai.v33i01.33019332)**Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou et al.*84 citations*
225. **[Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel ↗](https://doi.org/10.1609/aaai.v33i01.33013991)**Hansi Jiang, Haoyu Wang, Wenhao Hu et al.*83 citations*
226. **[Balanced Sparsity for Efficient DNN Inference on GPU ↗](https://doi.org/10.1609/aaai.v33i01.33015676)**Zhuliang Yao, Shi‐Jie Cao, Wencong Xiao et al.*82 citations*
227. **[TransNFCM: Translation-Based Neural Fashion Compatibility Modeling ↗](https://doi.org/10.1609/aaai.v33i01.3301403)**Xun Yang, Yunshan Ma, Lizi Liao et al.*82 citations*
228. **[Abstractive Text Summarization by Incorporating Reader Comments ↗](https://doi.org/10.1609/aaai.v33i01.33016399)**Shen Gao, Xiuying Chen, Piji Li et al.*80 citations*
229. **[An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss ↗](https://doi.org/10.1609/aaai.v33i01.33017492)**Peixiang Zhong, Di Wang, Chunyan Miao*80 citations*
230. **[Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network ↗](https://doi.org/10.1609/aaai.v33i01.33018425)**Saihui Hou, Zilei Wang*80 citations*
231. **[Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction ↗](https://doi.org/10.1609/aaai.v33i01.33011004)**Youru Li, Zhenfeng Zhu, Deqiang Kong et al.*79 citations*
232. **[A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels ↗](https://doi.org/10.1609/aaai.v33i01.33014578)**Shaobo Min, Xuejin Chen, Zheng-Jun Zha et al.*77 citations*
233. **[An Open-World Extension to Knowledge Graph Completion Models ↗](https://doi.org/10.1609/aaai.v33i01.33013044)**Haseeb Shah, Johannes Villmow, Adrian Ulges et al.*77 citations*
234. **[DialogueRNN: An Attentive RNN for Emotion Detection in Conversations ↗](https://doi.org/10.1609/aaai.v33i01.33016818)**Navonil Majumder, Soujanya Poria, Devamanyu Hazarika et al.*77 citations*
235. **[Get IT Scored Using AutoSAS — An Automated System for Scoring Short Answers ↗](https://doi.org/10.1609/aaai.v33i01.33019662)**Yaman Kumar, Swati Aggarwal, Debanjan Mahata et al.*77 citations*
236. **[Improving Image Captioning with Conditional Generative Adversarial Nets ↗](https://doi.org/10.1609/aaai.v33i01.33018142)**Chen Chen, Shuai Mu, Wanpeng Xiao et al.*77 citations*
237. **[Self-Paced Active Learning: Query the Right Thing at the Right Time ↗](https://doi.org/10.1609/aaai.v33i01.33015117)**Ying-Peng Tang, Sheng-Jun Huang*77 citations*
238. **[TET-GAN: Text Effects Transfer via Stylization and Destylization ↗](https://doi.org/10.1609/aaai.v33i01.33011238)**Shuai Yang, Jiaying Liu, Wenjing Wang et al.*77 citations*
239. **[Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer ↗](https://doi.org/10.1609/aaai.v33i01.33019291)**Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun et al.*77 citations*
240. **[Analyzing Compositionality-Sensitivity of NLI Models](https://md.research.elamur.ai/free/en/papers/nie-2018-analyzing-compositionality-sensitivity-nli-models/)**Yixin Nie, Yicheng Wang, Mohit Bansal*76 citations · our summary*
241. **[Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations ↗](https://doi.org/10.1609/aaai.v33i01.3301906)**Yanjie Fu, Pengyang Wang, Jiadi Du et al.*76 citations*
242. **[PVRNet: Point-View Relation Neural Network for 3D Shape Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33019119)**Haoxuan You, Yifan Feng, Xibin Zhao et al.*76 citations*
243. **[Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018893)**Ying Yu Tai, Yicong Liang, Xiaoming Liu et al.*76 citations*
244. **[AFS: An Attention-Based Mechanism for Supervised Feature Selection ↗](https://doi.org/10.1609/aaai.v33i01.33013705)**Ning Gui, Danni Ge, Ziyin Hu*75 citations*
245. **[Consensus Adversarial Domain Adaptation ↗](https://doi.org/10.1609/aaai.v33i01.33015997)**Han Zou, Yuxun Zhou, Jianfei Yang et al.*75 citations*
246. **[Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing ↗](https://doi.org/10.1609/aaai.v33i01.33013812)**Hanzhang Hu, Debadeepta Dey, Martial Hebert et al.*75 citations*
247. **[Multi-Labeled Relation Extraction with Attentive Capsule Network ↗](https://doi.org/10.1609/aaai.v33i01.33017484)**Xinsong Zhang, Pengshuai Li, Weijia Jia et al.*75 citations*
248. **[Proppy: A System to Unmask Propaganda in Online News ↗](https://doi.org/10.1609/aaai.v33i01.33019847)**Alberto Barrón‐Cedeño, Giovanni Da San Martino, Israa Jaradat et al.*75 citations*
249. **[Robust Deep Co-Saliency Detection with Group Semantic ↗](https://doi.org/10.1609/aaai.v33i01.33018917)**Chong Wang, Zheng-Jun Zha, Dong Liu et al.*75 citations*
250. **[Zero-Shot Object Detection with Textual Descriptions ↗](https://doi.org/10.1609/aaai.v33i01.33018690)**Zhihui Li, Lina Yao, Xiaoqin Zhang et al.*75 citations*
251. **[Connecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v33i01.3301962)**Steve T. K. Jan, Joseph C. E. Messou, Yen-Chen Lin et al.*74 citations*
252. **[On Reinforcement Learning for Full-Length Game of StarCraft ↗](https://doi.org/10.1609/aaai.v33i01.33014691)**Zhen-Jia Pang, Ruo-Ze Liu, Zhou-Yu Meng et al.*74 citations*
253. **[Evolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis ↗](https://doi.org/10.1609/aaai.v33i01.33014295)**Rung-Tzuo Liaw, Chuan-Kang Ting*73 citations*
254. **[Joint Representation Learning for Multi-Modal Transportation Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33011036)**Hao Liu, Ting Li, Renjun Hu et al.*73 citations*
255. **[Learning Personalized End-to-End Goal-Oriented Dialog ↗](https://doi.org/10.1609/aaai.v33i01.33016794)**Liangchen Luo, Wenhao Huang, Qi Zeng et al.*73 citations*
256. **[Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function ↗](https://doi.org/10.1609/aaai.v33i01.33016940)**Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov*73 citations*
257. **[Structured Two-Stream Attention Network for Video Question Answering ↗](https://doi.org/10.1609/aaai.v33i01.33016391)**Lianli Gao, Pengpeng Zeng, Jingkuan Song et al.*73 citations*
258. **[TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding ↗](https://doi.org/10.1609/aaai.v33i01.33011319)**Lei Zhang, Shengyuan Zhou, Tian Zhi et al.*73 citations*
259. **[Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction ↗](https://doi.org/10.1609/aaai.v33i01.3301419)**Yujin Yuan, Liyuan Liu, Siliang Tang et al.*72 citations*
260. **[Symmetry-Breaking Constraints for Grid-Based Multi-Agent Path Finding ↗](https://doi.org/10.1609/aaai.v33i01.33016087)**Jiaoyang Li, Daniel Harabor, Peter J. Stuckey et al.*72 citations*
261. **[Combined Reinforcement Learning via Abstract Representations ↗](https://doi.org/10.1609/aaai.v33i01.33013582)**Vincent François-Lavet, Yoshua Bengio, Doina Precup et al.*71 citations*
262. **[Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning ↗](https://doi.org/10.1609/aaai.v33i01.33018843)**Rui Qian, Yunchao Wei, Honghui Shi et al.*71 citations*
263. **[A New Ensemble Learning Framework for 3D Biomedical Image Segmentation ↗](https://doi.org/10.1609/aaai.v33i01.33015909)**Hao Zheng, Yizhe Zhang, Lin Yang et al.*70 citations*
264. **[Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection ↗](https://doi.org/10.1609/aaai.v33i01.33016754)**Jian Liu, Yubo Chen, Kang Liu*70 citations*
265. **[Online Multi-Agent Pathfinding ↗](https://doi.org/10.1609/aaai.v33i01.33017732)**Jiří Švancara, Marek Vlk, Roni Stern et al.*70 citations*
266. **[Ranking-Based Deep Cross-Modal Hashing ↗](https://doi.org/10.1609/aaai.v33i01.33014400)**Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi et al.*70 citations*
267. **[EnsNet: Ensconce Text in the Wild ↗](https://doi.org/10.1609/aaai.v33i01.3301801)**Shuaitao Zhang, Yuliang Liu, Lianwen Jin et al.*68 citations*
268. **[HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews ↗](https://doi.org/10.1609/aaai.v33i01.3301573)**Léo Hemamou, Ghazi Felhi, Vincent Vandenbussche et al.*68 citations*
269. **[Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision ↗](https://doi.org/10.1609/aaai.v33i01.33019227)**Xiaoyu Zhang, Haichao Shi, Changsheng Li et al.*68 citations*
270. **[Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v33i01.33018417)**Xiang He, Sibei Yang, Guanbin Li et al.*68 citations*
271. **[Sensitivity Analysis of Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014943)**Hai Shu, Hongtu Zhu*68 citations*
272. **[Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018634)**Qiaozhe Li, Xin Bo Zhao, Ran He et al.*68 citations*
273. **[An Efficient Approach to Informative Feature Extraction from Multimodal Data ↗](https://doi.org/10.1609/aaai.v33i01.33015281)**Lichen Wang, Jiaxiang Wu, Shao‐Lun Huang et al.*67 citations*
274. **[MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models ↗](https://doi.org/10.1609/aaai.v33i01.33017858)**Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas Allaire et al.*67 citations*
275. **[Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v33i01.33015581)**Yonghao Xu, Bo Du, Lefei Zhang et al.*67 citations*
276. **[DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information ↗](https://doi.org/10.1609/aaai.v33i01.33019607)**Lijing Wang, Jiangzhuo Chen, MADHAV V. MARATHE*65 citations*
277. **[Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks ↗](https://doi.org/10.1609/aaai.v33i01.33018433)**Yuenan Hou, Zheng Ma, Chunxiao Liu et al.*65 citations*
278. **[TAPAS: Train-Less Accuracy Predictor for Architecture Search ↗](https://doi.org/10.1609/aaai.v33i01.33013927)**Roxana Istrate, Florian Scheidegger, Giovanni Mariani et al.*65 citations*
279. **[TallyQA: Answering Complex Counting Questions ↗](https://doi.org/10.1609/aaai.v33i01.33018076)**Manoj Acharya, Kushal Kafle, Christopher Kanan*65 citations*
280. **[A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation ↗](https://doi.org/10.1609/aaai.v33i01.33017176)**Su Wang, Rahul Gupta, Nancy Chang et al.*64 citations*
281. **[Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection ↗](https://doi.org/10.1609/aaai.v33i01.33015101)**Chang Tang, Xinzhong Zhu, Xinwang Liu et al.*64 citations*
282. **[A Radical-Aware Attention-Based Model for Chinese Text Classification ↗](https://doi.org/10.1609/aaai.v33i01.33015125)**Hanqing Tao, Shiwei Tong, Hongke Zhao et al.*63 citations*
283. **[Generating Distractors for Reading Comprehension Questions from Real Examinations ↗](https://doi.org/10.1609/aaai.v33i01.33016423)**Yifan Gao, Lidong Bing, Piji Li et al.*63 citations*
284. **[Preference-Aware Task Assignment in Spatial Crowdsourcing ↗](https://doi.org/10.1609/aaai.v33i01.33012629)**Yan Li Zhao, Jinfu Xia, Guanfeng Liu et al.*63 citations*
285. **[AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction ↗](https://doi.org/10.1609/aaai.v33i01.33011069)**Tianle Ma, Aidong Zhang*62 citations*
286. **[Incorporating Structured Commonsense Knowledge in Story Completion ↗](https://doi.org/10.1609/aaai.v33i01.33016244)**Jiaao Chen, Jianshu Chen, Yu Tian Zhou*62 citations*
287. **[MotionTransformer: Transferring Neural Inertial Tracking between Domains ↗](https://doi.org/10.1609/aaai.v33i01.33018009)**Changhao Chen, Yishu Miao, Chris Xiaoxuan Lu et al.*62 citations*
288. **[Collaboration Based Multi-Label Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013550)**Lei Feng, Bo An, Shuo He*61 citations*
289. **[HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33013830)**Liang Hu, Songlei Jian, Longbing Cao et al.*61 citations*
290. **[Learning Resolution-Invariant Deep Representations for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v33i01.33018215)**Yun-Chun Chen, Yu-Jhe Li, Xiaofei Du et al.*61 citations*
291. **[Learning Resource Allocation and Pricing for Cloud Profit Maximization ↗](https://doi.org/10.1609/aaai.v33i01.33017570)**Bingqian Du, Chuan Wu, Zhiyi Huang*61 citations*
292. **[Regularizing Neural Machine Translation by Target-Bidirectional Agreement ↗](https://doi.org/10.1609/aaai.v33i01.3301443)**Zhirui Zhang, Shuangzhi Wu, Shujie Liu et al.*61 citations*
293. **[Biomedical Image Segmentation via Representative Annotation ↗](https://doi.org/10.1609/aaai.v33i01.33015901)**Hao Zheng, Lin Yang, Jianxu Chen et al.*60 citations*
294. **[Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder ↗](https://doi.org/10.1609/aaai.v33i01.33015466)**Yingce Xia, Tianyu He, Xu Tan et al.*60 citations*
295. **[Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing ↗](https://doi.org/10.1609/aaai.v33i01.33019087)**Fan Yang, Ryota Hinami, Yusuke Matsui et al.*59 citations*
296. **[Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification ↗](https://doi.org/10.1609/aaai.v33i01.33015458)**Dongbo Xi, Fuzhen Zhuang, Yanchi Liu et al.*59 citations*
297. **[Unsupervised Neural Machine Translation with SMT as Posterior Regularization ↗](https://doi.org/10.1609/aaai.v33i01.3301241)**Shuo Ren, Zhirui Zhang, Shujie Liu et al.*59 citations*
298. **[Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.33018682)**Zhaoqun Li, Cheng Xu, Biao Leng*58 citations*
299. **[CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision ↗](https://doi.org/10.1609/aaai.v33i01.33018819)**K L Navaneet, Priyanka Mandikal, Mayank Agarwal et al.*58 citations*
300. **[Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift ↗](https://doi.org/10.1609/aaai.v33i01.33013647)**Carles Gelada, Marc G. Bellemare*58 citations*

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