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# Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 3 of 19 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2020](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2020/)

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201. **[Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution ↗](https://doi.org/10.1609/aaai.v34i07.6978)**Lei Zhang, Zhiqiang Lang, Peng Wang et al.*118 citations*
202. **[Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework ↗](https://doi.org/10.1609/aaai.v34i04.6096)**Yansheng Wang, Yongxin Tong, Dingyuan Shi*116 citations*
203. **[Generating Adversarial Examples for Holding Robustness of Source Code Processing Models ↗](https://doi.org/10.1609/aaai.v34i01.5469)**Huangzhao Zhang, Zhuo Li, Ge Li et al.*116 citations*
204. **[SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation ↗](https://doi.org/10.1609/aaai.v34i05.6402)**Bianca Scarlini, Tommaso Pasini, Roberto Navigli A*116 citations*
205. **[Stable Prediction with Model Misspecification and Agnostic Distribution Shift ↗](https://doi.org/10.1609/aaai.v34i04.5876)**Kun Kuang, Ruoxuan Xiong, Peng Cui et al.*115 citations*
206. **[Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting ↗](https://doi.org/10.1609/aaai.v34i07.6864)**Qiao Liang, Sanli Tang, Zhanzhan Cheng et al.*115 citations*
207. **[Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video ↗](https://doi.org/10.1609/aaai.v34i07.6924)**Jie Wu, Guanbin Li, Si Liu et al.*115 citations*
208. **[Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis ↗](https://doi.org/10.1609/aaai.v34i04.5729)**Elena Botoeva, Panagiotis Kouvaros, Jan Kronqvist et al.*114 citations*
209. **[PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes ↗](https://doi.org/10.1609/aaai.v34i07.6690)**Cheng Chi, Shifeng Zhang, Junliang Xing et al.*113 citations*
210. **[AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration ↗](https://doi.org/10.1609/aaai.v34i01.5427)**Liantao Ma, Junyi Gao, Yasha Wang et al.*112 citations*
211. **[CASIE: Extracting Cybersecurity Event Information from Text ↗](https://doi.org/10.1609/aaai.v34i05.6401)**Taneeya Satyapanich, Francis Ferraro, Tim Finin*112 citations*
212. **[Learning Optimal Decision Trees Using Caching Branch-and-Bound Search ↗](https://doi.org/10.1609/aaai.v34i04.5711)**Gaël Aglin, Siegfried Nijssen, Pierre Schaus*110 citations*
213. **[Progressive Feature Polishing Network for Salient Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6892)**Bo Wang, Quan Chen, Min Qi Zhou et al.*110 citations*
214. **[Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6774)**Xin Jin, Cuiling Lan, Wenjun Zeng et al.*110 citations*
215. **[Graph-Propagation Based Correlation Learning for Weakly Supervised Fine-Grained Image Classification ↗](https://doi.org/10.1609/aaai.v34i07.6912)**Zhuhui Wang, Shijie Wang, Haojie Li et al.*109 citations*
216. **[SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases ↗](https://doi.org/10.1609/aaai.v34i05.6426)**Yawei Sun, Lingling Zhang, Gong Cheng et al.*108 citations*
217. **[Federated Learning for Vision-and-Language Grounding Problems ↗](https://doi.org/10.1609/aaai.v34i07.6824)**Fenglin Liu, Xian Wei Wu, Shen Ge et al.*107 citations*
218. **[Improved Visual-Semantic Alignment for Zero-Shot Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6868)**Shafin Rahman, Salman Hameed Khan, Nick M. Barnes*107 citations*
219. **[Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction ↗](https://doi.org/10.1609/aaai.v34i01.5479)**Haoxi Zhong, Yuzhong Wang, Cunchao Tu et al.*107 citations*
220. **[Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6759)**Linjiang Huang, Yan Huang, Wanli Ouyang et al.*107 citations*
221. **[DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension ↗](https://doi.org/10.1609/aaai.v34i05.6502)**Shuailiang Zhang, Hai Yan Zhao, Yuwei Wu et al.*106 citations*
222. **[Reinforcement Learning with Perturbed Rewards ↗](https://doi.org/10.1609/aaai.v34i04.6086)**Jingkang Wang, Yang Liu, Bo Li*106 citations*
223. **[Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.7014)**Zhihui Zhu, Xinyang Jiang, Feng Zheng et al.*106 citations*
224. **[Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question Answering ↗](https://doi.org/10.1609/aaai.v34i07.6766)**Jianwen Jiang, Ziqiang Chen, Haojie Lin et al.*105 citations*
225. **[Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v34i04.6109)**Jianlong Wu, Xingyu Xie, Liqiang Nie et al.*105 citations*
226. **[Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization ↗](https://doi.org/10.1609/aaai.v34i01.5361)**Hanyu Xuan, Zhenyu Zhang, Shuo Chen et al.*104 citations*
227. **[From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning ↗](https://doi.org/10.1609/aaai.v34i05.6221)**Weixun Wang, Tianpei Yang, Yong Liu et al.*104 citations*
228. **[Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior ↗](https://doi.org/10.1609/aaai.v34i05.6413)**Raphael Shu, Jason Lee, Hideki Nakayama et al.*104 citations*
229. **[Towards Making the Most of BERT in Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i05.6479)**Jiacheng Yang, Mingxuan Wang, Hao Zhou et al.*104 citations*
230. **[Domain Conditioned Adaptation Network ↗](https://doi.org/10.1609/aaai.v34i07.6801)**Shuang Li, Chi Liu, Qiuxia Lin et al.*103 citations*
231. **[Instance-Adaptive Graph for EEG Emotion Recognition ↗](https://doi.org/10.1609/aaai.v34i03.5656)**Tengfei Song, Suyuan Liu, Wenming Zheng et al.*103 citations*
232. **[Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software ↗](https://doi.org/10.1609/aaai.v34i07.6790)**Satoshi Kosugi, Toshihiko Yamasaki*103 citations*
233. **[Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing ↗](https://doi.org/10.1609/aaai.v34i07.6866)**Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu et al.*102 citations*
234. **[STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits ↗](https://doi.org/10.1609/aaai.v34i02.5490)**Uttaran Bhattacharya, Trisha Mittal, Rohan Chandra et al.*102 citations*
235. **[Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6797)**Jia Li, Wen Su, Zengfu Wang*102 citations*
236. **[Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i04.6047)**Jianwen Sun, Tianwei Zhang, Xiaofei Xie et al.*102 citations*
237. **[Overcoming Language Priors in VQA via Decomposed Linguistic Representations ↗](https://doi.org/10.1609/aaai.v34i07.6776)**Chenchen Jing, Yuwei Wu, Xiaoxun Zhang et al.*101 citations*
238. **[Improved Knowledge Distillation via Teacher Assistant ↗](https://doi.org/10.1609/aaai.v34i04.5963)**Seyed Iman Mirzadeh, Mehrdad Farajtabar, Ang Li et al.*100 citations*
239. **[Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction ↗](https://doi.org/10.1609/aaai.v34i01.5471)**Weijia Zhang, Hao Liu, Yanchi Liu et al.*99 citations*
240. **[A Multi-Scale Approach for Graph Link Prediction ↗](https://doi.org/10.1609/aaai.v34i04.5731)**Lei Cai, Shuiwang Ji*97 citations*
241. **[Efficient Neural Architecture Search via Proximal Iterations ↗](https://doi.org/10.1609/aaai.v34i04.6143)**Quanming Yao, Ju Xu, Wei-Wei Tu et al.*97 citations*
242. **[Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits ↗](https://doi.org/10.1609/aaai.v34i05.6288)**Han Guo, Ramakanth Pasunuru, Mohit Bansal*97 citations*
243. **[Towards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v34i01.5421)**Kang Li B, Lequan Yu, Shujun Wang et al.*97 citations*
244. **[Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v34i04.6032)**Qiquan Shi, Jiaming Yin, Jiajun Cai et al.*96 citations*
245. **[Generalization Error Bounds of Gradient Descent for Learning Over-Parameterized Deep ReLU Networks ↗](https://doi.org/10.1609/aaai.v34i04.5736)**Yuan Jie Cao, Quanquan Gu*96 citations*
246. **[Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers ↗](https://doi.org/10.1609/aaai.v34i04.6174)**Ya Zhao, Rui Xu, Xinchao Wang et al.*96 citations*
247. **[Loss-Based Attention for Deep Multiple Instance Learning ↗](https://doi.org/10.1609/aaai.v34i04.6030)**Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie et al.*96 citations*
248. **[Multimodal Summarization with Guidance of Multimodal Reference ↗](https://doi.org/10.1609/aaai.v34i05.6525)**Junnan Zhu, Yu Zhou, Jiajun Zhang et al.*96 citations*
249. **[Training-Time-Friendly Network for Real-Time Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6838)**Zili Liu, Tu Zheng, Guodong Xu et al.*96 citations*
250. **[Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding ↗](https://doi.org/10.1609/aaai.v34i01.5450)**Zhecheng Wang, Haoyuan Li, Ram Rajagopal*96 citations*
251. **[Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement ↗](https://doi.org/10.1609/aaai.v34i05.6353)**Ting-En Lin, Hua Xu, Hanlei Zhang*95 citations*
252. **[Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling ↗](https://doi.org/10.1609/aaai.v34i07.6725)**Wenkai Han, Chenglu Wen, Cheng Wang et al.*94 citations*
253. **[Adversarial Cross-Domain Action Recognition with Co-Attention ↗](https://doi.org/10.1609/aaai.v34i07.6854)**Boxiao Pan, Zhangjie Cao, Ehsan Adeli et al.*93 citations*
254. **[Co-GCN for Multi-View Semi-Supervised Learning ↗](https://doi.org/10.1609/aaai.v34i04.5901)**Shu Li, Wentao Li, Wei Wang*92 citations*
255. **[Discretizing Continuous Action Space for On-Policy Optimization ↗](https://doi.org/10.1609/aaai.v34i04.6059)**Yunhao Tang, Shipra Agrawal*92 citations*
256. **[ML-LOO: Detecting Adversarial Examples with Feature Attribution ↗](https://doi.org/10.1609/aaai.v34i04.6140)**Puyudi Yang, Jianbo Chen, Cho‐Jui Hsieh et al.*92 citations*
257. **[Meta-Learning for Generalized Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v34i04.6069)**Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai*92 citations*
258. **[Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v34i03.5632)**Woo-Jeoung Nam, Shir Gur, Jaesik Choi et al.*92 citations*
259. **[Temporal Interlacing Network ↗](https://doi.org/10.1609/aaai.v34i07.6872)**Hao Shao, Shengju Qian, Yu Liu*92 citations*
260. **[Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems ↗](https://doi.org/10.1609/aaai.v34i05.6362)**Zihan Liu, Genta Indra Winata, Zhaojiang Lin et al.*91 citations*
261. **[Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v34i07.6887)**Pinzhuo Tian, Zhangkai Wu, Lei Qi et al.*90 citations*
262. **[Hybrid Graph Neural Networks for Crowd Counting ↗](https://doi.org/10.1609/aaai.v34i07.6839)**Ao Luo, Fan Yang, Xin Shane Li et al.*90 citations*
263. **[Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems ↗](https://doi.org/10.1609/aaai.v34i03.5616)**Sami Khairy, Ruslan Shaydulin, Lukasz Cincio et al.*90 citations*
264. **[RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal ↗](https://doi.org/10.1609/aaai.v34i07.6979)**Ling Zhang, Chengjiang Long, Xiaolong Zhang et al.*89 citations*
265. **[Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks ↗](https://doi.org/10.1609/aaai.v34i07.6883)**Zichang Tan, Yang Yang, Jun Wan et al.*89 citations*
266. **[SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6958)**Lewei Yao, Hang Xu, Wei Zhang et al.*89 citations*
267. **[Context-Transformer: Tackling Object Confusion for Few-Shot Detection ↗](https://doi.org/10.1609/aaai.v34i07.6957)**Ze Yang, Yali Wang, Xianyu Chen et al.*88 citations*
268. **[EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs ↗](https://doi.org/10.1609/aaai.v34i04.5984)**Aldo Pareja, Giacomo Domeniconi, Jie Chen et al.*88 citations*
269. **[Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction ↗](https://doi.org/10.1609/aaai.v34i05.6469)**Zhen Wu, Fei Zhao, Xinyu Dai et al.*88 citations*
270. **[Object Instance Mining for Weakly Supervised Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6813)**Chenhao Lin, Siwen Wang, Dongqi Xu et al.*88 citations*
271. **[Monocular 3D Object Detection with Decoupled Structured Polygon Estimation and Height-Guided Depth Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6618)**Yingjie Cai, Buyu Li, Zeyu Jiao et al.*87 citations*
272. **[Adaptive Cross-Modal Embeddings for Image-Text Alignment ↗](https://doi.org/10.1609/aaai.v34i07.6915)**Jônatas Wehrmann, Camila Kolling, Rodrigo Coelho Barros*86 citations*
273. **[Hierarchical Online Instance Matching for Person Search ↗](https://doi.org/10.1609/aaai.v34i07.6623)**Di Chen, Shanshan Zhang, Wanli Ouyang et al.*86 citations*
274. **[DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification](https://md.research.elamur.ai/free/en/papers/qin-2020-dcr-net-deep-co-interactive/)**Libo Qin, Wanxiang Che, Yangming Li et al.*85 citations · our summary*
275. **[Particle Filter Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.5952)**Xiao Ma, Péter Karkus, David Hsu et al.*85 citations*
276. **[An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v34i07.6952)**Jihan Yang, Ruijia Xu, Ruiyu Li et al.*84 citations*
277. **[Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis ↗](https://doi.org/10.1609/aaai.v34i07.6619)**Bing Cao, Han Zhang, Nannan Wang et al.*84 citations*
278. **[Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching ↗](https://doi.org/10.1609/aaai.v34i04.5720)**Yunsheng Bai, Hao Ding, Ken Gu et al.*84 citations*
279. **[Learning Cross-Modal Context Graph for Visual Grounding ↗](https://doi.org/10.1609/aaai.v34i07.6833)**Yongfei Liu, Bo Wan, Xiaodan Zhu et al.*83 citations*
280. **[Learning to Generate Maps from Trajectories ↗](https://doi.org/10.1609/aaai.v34i01.5435)**Sijie Ruan, Cheng Long, Jie Bao et al.*83 citations*
281. **[Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation ↗](https://doi.org/10.1609/aaai.v34i05.6452)**Chengyi Wang, Yu Wu, Shujie Liu et al.*82 citations*
282. **[Geometry Sharing Network for 3D Point Cloud Classification and Segmentation ↗](https://doi.org/10.1609/aaai.v34i07.6938)**Mingye Xu, Zhipeng Zhou, Yu Qiao*82 citations*
283. **[Heuristic Black-Box Adversarial Attacks on Video Recognition Models ↗](https://doi.org/10.1609/aaai.v34i07.6918)**Zhipeng Wei, Jingjing Chen, Xingxing Wei et al.*82 citations*
284. **[Independence Promoted Graph Disentangled Networks ↗](https://doi.org/10.1609/aaai.v34i04.5929)**Yanbei Liu, Xiao Wang, Shu Wu et al.*82 citations*
285. **[Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i05.6212)**Hangyu Mao, Wulong Liu, Jianye Hao et al.*82 citations*
286. **[Pairwise Fairness for Ranking and Regression ↗](https://doi.org/10.1609/aaai.v34i04.5970)**Harikrishna Narasimhan, Andrew Cotter, Maya R. Gupta et al.*82 citations*
287. **[Learning Agent Communication under Limited Bandwidth by Message Pruning ↗](https://doi.org/10.1609/aaai.v34i04.5957)**Hangyu Mao, Zhengchao Zhang, Zhen Xiao et al.*81 citations*
288. **[Lexical Simplification with Pretrained Encoders ↗](https://doi.org/10.1609/aaai.v34i05.6389)**Jipeng Qiang, Yun Li, Yi Qing Zhu et al.*81 citations*
289. **[Bursting the Filter Bubble: Fairness-Aware Network Link Prediction ↗](https://doi.org/10.1609/aaai.v34i01.5429)**Farzan Masrour, Tyler Wilson, Heng Yan et al.*80 citations*
290. **[Fine-Grained Entity Typing for Domain Independent Entity Linking ↗](https://doi.org/10.1609/aaai.v34i05.6380)**Yasumasa Onoe, Greg Durrett*80 citations*
291. **[Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation ↗](https://doi.org/10.1609/aaai.v34i08.7038)**Akshay Gugnani, Hemant Misra*80 citations*
292. **[Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification ↗](https://doi.org/10.1609/aaai.v34i04.5822)**Hongyu Guo*80 citations*
293. **[Partial Multi-Label Learning with Label Distribution ↗](https://doi.org/10.1609/aaai.v34i04.6124)**Ning Xu, Yunpeng Liu, Xin Geng*80 citations*
294. **[Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction ↗](https://doi.org/10.1609/aaai.v34i05.6342)**Yang Li, Guodong Long, Tao Shen et al.*80 citations*
295. **[A New Dataset and Boundary-Attention Semantic Segmentation for Face Parsing ↗](https://doi.org/10.1609/aaai.v34i07.6832)**Yinglu Liu, Hailin Shi, Hao Shen et al.*79 citations*
296. **[Keywords-Guided Abstractive Sentence Summarization ↗](https://doi.org/10.1609/aaai.v34i05.6333)**Haoran Li, Junnan Zhu, Jiajun Zhang et al.*79 citations*
297. **[Kriging Convolutional Networks ↗](https://doi.org/10.1609/aaai.v34i04.5716)**Gabriel Appleby, Linfeng Liu, Liping Liu*79 citations*
298. **[iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.7015)**Chenfan Zhuang, Xintong Han, Weilin Huang et al.*79 citations*
299. **[Adversarial Deep Network Embedding for Cross-Network Node Classification ↗](https://doi.org/10.1609/aaai.v34i03.5692)**Xiao Xia Shen, Quanyu Dai, Fu-Lai Chung et al.*78 citations*
300. **[Attribute Propagation Network for Graph Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v34i04.5923)**Lu Liu, Tianyi Zhou, Guodong Long et al.*78 citations*

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