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

1,863 papers · page 4 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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301. **[Bi-Level Actor-Critic for Multi-Agent Coordination ↗](https://doi.org/10.1609/aaai.v34i05.6226)**Haifeng Zhang, Weizhe Chen, Zeren Huang et al.*78 citations*
302. **[Proximal Distilled Evolutionary Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i04.5728)**Cristian Bodnar, Ben Day, Píetro Lió*78 citations*
303. **[Weakly Supervised Sequence Tagging from Noisy Rules ↗](https://doi.org/10.1609/aaai.v34i04.6009)**Esteban Safranchik, Shiying Luo, Stephen H. Bach*78 citations*
304. **[AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6761)**Weiting Huang, Pengfei Ren, Jingyu Wang et al.*77 citations*
305. **[Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction ↗](https://doi.org/10.1609/aaai.v34i02.5503)**Jian-Ya Ding, Chao Zhang, Lei Shen et al.*76 citations*
306. **[Alternating Language Modeling for Cross-Lingual Pre-Training ↗](https://doi.org/10.1609/aaai.v34i05.6480)**Jian Yang, Shuming Ma, Dongdong Zhang et al.*76 citations*
307. **[Multi-Task Driven Feature Models for Thermal Infrared Tracking ↗](https://doi.org/10.1609/aaai.v34i07.6828)**Qiao Liu, Xin Li, Zhenyu He et al.*76 citations*
308. **[Span Model for Open Information Extraction on Accurate Corpus ↗](https://doi.org/10.1609/aaai.v34i05.6497)**Junlang Zhan, Hai Yan Zhao*76 citations*
309. **[Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6921)**Guile Wu, Xiatian Zhu, Shaogang Gong*76 citations*
310. **[A Knowledge-Aware Attentional Reasoning Network for Recommendation ↗](https://doi.org/10.1609/aaai.v34i04.6184)**Qiannan Zhu, Xiaofei Zhou, Jia Xin Wu et al.*75 citations*
311. **[Improving Entity Linking by Modeling Latent Entity Type Information ↗](https://doi.org/10.1609/aaai.v34i05.6251)**Shuang Chen, Jinpeng Wang, Feng Jiang et al.*75 citations*
312. **[Multiple Data Augmentation Strategies for Improving Performance on Automatic Short Answer Scoring ↗](https://doi.org/10.1609/aaai.v34i09.7062)**Jiaqi Lun, Jia Hu Zhu, Yong Tang et al.*75 citations*
313. **[Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets ↗](https://doi.org/10.1609/aaai.v34i04.5769)**Ziqiang Cheng, Yang Yang, Wei Wang et al.*75 citations*
314. **[Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network ↗](https://doi.org/10.1609/aaai.v34i07.6711)**Jialin Gao, Zhixiang Shi, Guanshuo Wang et al.*74 citations*
315. **[Domain Adaptive Attention Learning for Unsupervised Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6762)**Yangru Huang, Peixi Peng, Yi Jin et al.*74 citations*
316. **[FDN: Feature Decoupling Network for Head Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6974)**Hao Zhang, Mengmeng Wang, Yong Liu et al.*74 citations*
317. **[Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games ↗](https://doi.org/10.1609/aaai.v34i05.6220)**Jianhong Wang, Yuan Zhang, Tae-Kyun Kim et al.*74 citations*
318. **[Ultrafast Photorealistic Style Transfer via Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v34i07.6614)**Jie An, Haoyi Xiong, Jun Huan et al.*74 citations*
319. **[CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation ↗](https://doi.org/10.1609/aaai.v34i05.6361)**Zhiyue Liu, Jiahai Wang, Zhiwei Liang*73 citations*
320. **[Deep Match to Rank Model for Personalized Click-Through Rate Prediction ↗](https://doi.org/10.1609/aaai.v34i01.5346)**Ze Lyu, Yu Dan Dong, Chengfu Huo et al.*73 citations*
321. **[Diversity Transfer Network for Few-Shot Learning ↗](https://doi.org/10.1609/aaai.v34i07.6628)**Mengting Chen, Yuxin Fang, Xinggang Wang et al.*73 citations*
322. **[Learning Geo-Contextual Embeddings for Commuting Flow Prediction ↗](https://doi.org/10.1609/aaai.v34i01.5425)**Zhicheng Liu, Fábio Miranda, Weiting Xiong et al.*73 citations*
323. **[MemCap: Memorizing Style Knowledge for Image Captioning ↗](https://doi.org/10.1609/aaai.v34i07.6998)**Wentian Zhao, Xinxiao Wu, Xiaoxun Zhang*73 citations*
324. **[Multi-View Multiple Clusterings Using Deep Matrix Factorization ↗](https://doi.org/10.1609/aaai.v34i04.6104)**Shaowei Wei, Jun Wang, Guoxian Yu et al.*73 citations*
325. **[Task-Aware Monocular Depth Estimation for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6908)**Xinlong Wang, Wei Yin, Tao Kong et al.*73 citations*
326. **[Diversified Interactive Recommendation with Implicit Feedback ↗](https://doi.org/10.1609/aaai.v34i04.5931)**Yong Liu, Yingtai Xiao, Qiong Wu et al.*72 citations*
327. **[Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources ↗](https://doi.org/10.1609/aaai.v34i05.6466)**Qianhui Wu, Zijia Lin, Guoxin Wang et al.*72 citations*
328. **[Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow ↗](https://doi.org/10.1609/aaai.v34i07.6699)**Mingyu Ding, Zhe Wang, Bolei Zhou et al.*72 citations*
329. **[JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video ↗](https://doi.org/10.1609/aaai.v34i07.6789)**Soo Ye Kim, Jihyong Oh, Munchurl Kim*72 citations*
330. **[Multi-Spectral Vehicle Re-Identification: A Challenge ↗](https://doi.org/10.1609/aaai.v34i07.6796)**Hongchao Li, Chenglong Li, Xianpeng Zhu et al.*72 citations*
331. **[Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization ↗](https://doi.org/10.1609/aaai.v34i06.6561)**Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi et al.*72 citations*
332. **[Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network ↗](https://doi.org/10.1609/aaai.v34i07.6993)**Zhaolong Zhang, Yuejie Zhang, Rui Feng et al.*72 citations*
333. **[ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6945)**Zhenbo Xu, Wei Zhang, Xiaoqing Ye et al.*72 citations*
334. **[HDDL: An Extension to PDDL for Expressing Hierarchical Planning Problems ↗](https://doi.org/10.1609/aaai.v34i06.6542)**Daniel Höller, Gregor Behnke, Pascal Bercher et al.*71 citations*
335. **[Multi-Source Domain Adaptation for Visual Sentiment Classification ↗](https://doi.org/10.1609/aaai.v34i03.5651)**Chuang Lin, Sicheng Zhao, Lei Meng et al.*71 citations*
336. **[Distilling Portable Generative Adversarial Networks for Image Translation ↗](https://doi.org/10.1609/aaai.v34i04.5765)**Hanting Chen, Yunhe Wang, Han Shu et al.*70 citations*
337. **[Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i05.6289)**Junliang Guo, Xu Tan, Linli Xu et al.*70 citations*
338. **[Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification ↗](https://doi.org/10.1609/aaai.v34i04.5987)**Hao Ming Peng, Jianxin Li, Qiran Gong et al.*70 citations*
339. **[Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution ↗](https://doi.org/10.1609/aaai.v34i07.6965)**Yang You, Yujing Lou, Qi Liu et al.*70 citations*
340. **[Privacy-Preserving Gradient Boosting Decision Trees ↗](https://doi.org/10.1609/aaai.v34i01.5422)**Qinbin Li, Zhaomin Wu, Zeyi Wen et al.*70 citations*
341. **[Learning Counterfactual Representations for Estimating Individual Dose-Response Curves ↗](https://doi.org/10.1609/aaai.v34i04.6014)**Patrick Schwab, Lorenz Linhardt, Stefan Bauer et al.*69 citations*
342. **[Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study ↗](https://doi.org/10.1609/aaai.v34i05.6276)**Jinlan Fu, Pengfei Liu, Qi Zhang*69 citations*
343. **[Symbiotic Attention with Privileged Information for Egocentric Action Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6907)**Xiaohan Wang, Yu Wu, Linchao Zhu et al.*69 citations*
344. **[Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents ↗](https://doi.org/10.1609/aaai.v34i04.6036)**Felipe Leno da Silva, Pablo Hernández-Leal, Bilal Kartal et al.*69 citations*
345. **[GAN-Based Unpaired Chinese Character Image Translation via Skeleton Transformation and Stroke Rendering ↗](https://doi.org/10.1609/aaai.v34i01.5405)**Yiming Gao, Jiangqin Wu*68 citations*
346. **[Generating Realistic Stock Market Order Streams ↗](https://doi.org/10.1609/aaai.v34i01.5415)**Junyi Li, Xintong Wang, Yaoyang Lin et al.*68 citations*
347. **[Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v34i05.6392)**Pengda Qin, Xin Eric Wang, Wenhu Chen et al.*68 citations*
348. **[Multi-Scale Self-Attention for Text Classification ↗](https://doi.org/10.1609/aaai.v34i05.6290)**Qipeng Guo, Xipeng Qiu, Pengfei Liu et al.*68 citations*
349. **[Bi-Directional Generation for Unsupervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v34i04.6137)**Guanglei Yang, Haifeng Xia, Mingli Ding et al.*67 citations*
350. **[Differentiable Reasoning on Large Knowledge Bases and Natural Language ↗](https://doi.org/10.1609/aaai.v34i04.5962)**Pasquale Minervini, Matko Bošnjak, Tim Rocktäschel et al.*67 citations*
351. **[MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension ↗](https://doi.org/10.1609/aaai.v34i05.6310)**Di Jin, Shuyang Gao, Jiun-Yu Kao et al.*67 citations*
352. **[Shared Generative Latent Representation Learning for Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v34i04.6146)**Ming Yin, Weitian Huang, Junbin Gao*67 citations*
353. **[Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation ↗](https://doi.org/10.1609/aaai.v34i05.6395)**Pengjie Ren, Zhumin Chen, Christof Monz et al.*67 citations*
354. **[Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network ↗](https://doi.org/10.1609/aaai.v34i07.6626)**Jingjing Chen, Liangming Pan, Zhipeng Wei et al.*67 citations*
355. **[Adversarial Learning of Privacy-Preserving and Task-Oriented Representations ↗](https://doi.org/10.1609/aaai.v34i07.6930)**Taihong Xiao, Yi–Hsuan Tsai, Kihyuk Sohn et al.*66 citations*
356. **[DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue ↗](https://doi.org/10.1609/aaai.v34i07.6769)**Xiaoze Jiang, Jing Yu, Zengchang Qin et al.*66 citations*
357. **[Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis ↗](https://doi.org/10.1609/aaai.v34i01.5456)**Xia Yuan, Jingbo Zhou, Zhenhui Shi et al.*66 citations*
358. **[Relational Prototypical Network for Weakly Supervised Temporal Action Localization ↗](https://doi.org/10.1609/aaai.v34i07.6760)**Linjiang Huang, Yan Huang, Wanli Ouyang et al.*66 citations*
359. **[Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i05.6465)**Rongxiang Weng, Heng Yu, Shujian Huang et al.*65 citations*
360. **[Exploit and Replace: An Asymmetrical Two-Stream Architecture for Versatile Light Field Saliency Detection ↗](https://doi.org/10.1609/aaai.v34i07.6860)**Yongri Piao, Zhengkun Rong, Miao Zhang et al.*65 citations*
361. **[Gated Convolutional Networks with Hybrid Connectivity for Image Classification ↗](https://doi.org/10.1609/aaai.v34i07.6948)**Chuanguang Yang, Zhulin An, Hui Zhu et al.*65 citations*
362. **[Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products ↗](https://doi.org/10.1609/aaai.v34i05.6332)**Haoran Li, Peng Yuan, Song Hua Xu et al.*64 citations*
363. **[CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines ↗](https://doi.org/10.1609/aaai.v34i03.5643)**Arjun Akula, Shuai Wang, Song Chun Zhu*64 citations*
364. **[End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking ↗](https://doi.org/10.1609/aaai.v34i07.6625)**Haosheng Chen, David Suter, Qiangqiang Wu et al.*64 citations*
365. **[Expressing Objects Just Like Words: Recurrent Visual Embedding for Image-Text Matching ↗](https://doi.org/10.1609/aaai.v34i07.6631)**Tianlang Chen, Jiebo Luo*64 citations*
366. **[Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback ↗](https://doi.org/10.1609/aaai.v34i04.5751)**Jiawei Chen, Can Wang, Sheng Zhou et al.*64 citations*
367. **[Generating Persona Consistent Dialogues by Exploiting Natural Language Inference ↗](https://doi.org/10.1609/aaai.v34i05.6417)**Haoyu Song, Weinan Zhang, Jingwen Hu et al.*64 citations*
368. **[Stereoscopic Image Super-Resolution with Stereo Consistent Feature ↗](https://doi.org/10.1609/aaai.v34i07.6880)**Wonil Song, Sungil Choi, Somi Jeong et al.*64 citations*
369. **[Uncertainty-Aware Deep Classifiers Using Generative Models ↗](https://doi.org/10.1609/aaai.v34i04.6015)**Murat Şensoy, Lance Kaplan, Federico Cerutti et al.*64 citations*
370. **[Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets ↗](https://doi.org/10.1609/aaai.v34i05.6422)**Saku Sugawara, Pontus Stenetorp, Kentaro Inui et al.*63 citations*
371. **[Attention-Based Multi-Modal Fusion Network for Semantic Scene Completion ↗](https://doi.org/10.1609/aaai.v34i07.6803)**Siqi Li, Changqing Zou, Yipeng Li et al.*63 citations*
372. **[Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning ↗](https://doi.org/10.1609/aaai.v34i04.5843)**Binyuan Hui, Pengfei Zhu, Qinghua Hu*63 citations*
373. **[Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks ↗](https://doi.org/10.1609/aaai.v34i05.6398)**Anna Rogers, Olga Kovaleva, Matthew Downey et al.*63 citations*
374. **[Hyperbolic Interaction Model for Hierarchical Multi-Label Classification ↗](https://doi.org/10.1609/aaai.v34i05.6247)**Boli Chen, Xin Huang, Lin Xiao et al.*63 citations*
375. **[MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking ↗](https://doi.org/10.1609/aaai.v34i01.5476)**Zewei Zhao, Houfeng Wang*63 citations*
376. **[Neural Snowball for Few-Shot Relation Learning ↗](https://doi.org/10.1609/aaai.v34i05.6281)**Tianyu Gao, Xu Han, Ruobing Xie et al.*63 citations*
377. **[Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation ↗](https://doi.org/10.1609/aaai.v34i05.6268)**Xin Dong, Jingchao Ni, Wei Dong Cheng et al.*62 citations*
378. **[Deep Embedded Complementary and Interactive Information for Multi-View Classification ↗](https://doi.org/10.1609/aaai.v34i04.6122)**Jinglin Xu, Wenbin Li, Xinwang Liu et al.*62 citations*
379. **[Discriminative and Robust Online Learning for Siamese Visual Tracking ↗](https://doi.org/10.1609/aaai.v34i07.7002)**Jinghao Zhou, Peng Wang, Haoyang Sun*62 citations*
380. **[End-to-End Unpaired Image Denoising with Conditional Adversarial Networks ↗](https://doi.org/10.1609/aaai.v34i04.5834)**Zhiwei Hong, Xiaocheng Fan, Tao Jiang et al.*62 citations*
381. **[Improving ECG Classification Using Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v34i08.7037)**Tomer Golany, Gal Lavee, Shai Tejman Yarden et al.*62 citations*
382. **[Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction ↗](https://doi.org/10.1609/aaai.v34i04.6093)**Shoujin Wang, Liang Hu, Yan Wang et al.*62 citations*
383. **[SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM ↗](https://doi.org/10.1609/aaai.v34i07.6927)**Xinyi Wu, Zhenyao Wu, Jinglin Zhang et al.*62 citations*
384. **[Symmetric Metric Learning with Adaptive Margin for Recommendation ↗](https://doi.org/10.1609/aaai.v34i04.5894)**Mingming Li, Shuai Zhang, Fuqing Zhu et al.*62 citations*
385. **[Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding ↗](https://doi.org/10.1609/aaai.v34i05.6360)**Yuchen Liu, Jiajun Zhang, Hao Xiong et al.*62 citations*
386. **[Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER ↗](https://doi.org/10.1609/aaai.v34i05.6338)**Peng-Hsuan Li, Tsu-Jui Fu, Wei-Yun Ma*62 citations*
387. **[Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis ↗](https://doi.org/10.1609/aaai.v34i04.5808)**Quanxue Gao, Huanhuan Lian, Qianqian Wang et al.*61 citations*
388. **[Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation ↗](https://doi.org/10.1609/aaai.v34i05.6474)**Jun Xu, Haifeng Wang, Zheng-Yu Niu et al.*61 citations*
389. **[Learned Video Compression via Joint Spatial-Temporal Correlation Exploration ↗](https://doi.org/10.1609/aaai.v34i07.6825)**Haojie Liu, Han Shen, Lichao Huang et al.*61 citations*
390. **[Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix ↗](https://doi.org/10.1609/aaai.v34i04.6180)**Sihang Zhou, Xinwang Liu, Jiyuan Liu et al.*61 citations*
391. **[COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment ↗](https://doi.org/10.1609/aaai.v34i03.5696)**Kai Yang, Shaoqin Liu, Junfeng Zhao et al.*60 citations*
392. **[Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks ↗](https://doi.org/10.1609/aaai.v34i02.5486)**Qianhui Liu, Haibo Ruan, Dong Xing et al.*60 citations*
393. **[Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation ↗](https://doi.org/10.1609/aaai.v34i08.7035)**Alex Foo, Wynne Hsu, Mong Li Lee et al.*60 citations*
394. **[Achieving Fairness in the Stochastic Multi-Armed Bandit Problem ↗](https://doi.org/10.1609/aaai.v34i04.5986)**Vishakha Patil, Ganesh Sambhaji Ghalme, Vineet Nair et al.*59 citations*
395. **[An ADMM Based Framework for AutoML Pipeline Configuration ↗](https://doi.org/10.1609/aaai.v34i04.5926)**Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy et al.*59 citations*
396. **[Multi-Label Causal Feature Selection ↗](https://doi.org/10.1609/aaai.v34i04.6114)**Xingyu Wu, Bingbing Jiang, Kui Yu et al.*59 citations*
397. **[Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification ↗](https://doi.org/10.1609/aaai.v34i07.6973)**Chuanyi Zhang, Yazhou Yao, Huafeng Liu et al.*59 citations*
398. **[Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract) ↗](https://doi.org/10.1609/aaai.v34i10.7182)**Hang Jiang, Xianzhe Zhang, Jinho D. Choi*58 citations*
399. **[Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation ↗](https://doi.org/10.1609/aaai.v34i07.6783)**Mahmoud Khademi, Oliver Schulte*58 citations*
400. **[Graph Attention Based Proposal 3D ConvNets for Action Detection ↗](https://doi.org/10.1609/aaai.v34i04.5893)**Jin Li, Xianglong Liu, Zhuofan Zong et al.*58 citations*

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