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

1,863 papers · page 5 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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401. **[Learning Part Generation and Assembly for Structure-Aware Shape Synthesis ↗](https://doi.org/10.1609/aaai.v34i07.6798)**Jun Li, Chengjie Niu, Kai Xu*58 citations*
402. **[SemSUM: Semantic Dependency Guided Neural Abstractive Summarization ↗](https://doi.org/10.1609/aaai.v34i05.6312)**Hanqi Jin, Tianming Wang, Xiaojun Wan*58 citations*
403. **[Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives ↗](https://doi.org/10.1609/aaai.v34i01.5374)**Shivang Chopra, Ramit Sawhney, Puneet Mathur et al.*57 citations*
404. **[Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification ↗](https://doi.org/10.1609/aaai.v34i04.6085)**Jing Wang, Weiqing Min, Sujuan Hou et al.*57 citations*
405. **[RDSNet: A New Deep Architecture forReciprocal Object Detection and Instance Segmentation ↗](https://doi.org/10.1609/aaai.v34i07.6902)**Shaoru Wang, Yongchao Gong, Junliang Xing et al.*57 citations*
406. **[Rule-Guided Compositional Representation Learning on Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v34i03.5687)**Guanglin Niu, Yongfei Zhang, Bo Hu Li et al.*57 citations*
407. **[Show, Recall, and Tell: Image Captioning with Recall Mechanism ↗](https://doi.org/10.1609/aaai.v34i07.6898)**Li Wang, Zechen Bai, Yonghua Zhang et al.*57 citations*
408. **[What Makes A Good Story? Designing Composite Rewards for Visual Storytelling ↗](https://doi.org/10.1609/aaai.v34i05.6305)**Junjie Hu, Yu Cheng, Zhe Gan et al.*57 citations*
409. **[Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network ↗](https://doi.org/10.1609/aaai.v34i07.6845)**Zhe Ma, Jianfeng Dong, Zhongzi Long et al.*56 citations*
410. **[RefNet: A Reference-Aware Network for Background Based Conversation ↗](https://doi.org/10.1609/aaai.v34i05.6370)**Chuan Meng, Pengjie Ren, Zhumin Chen et al.*56 citations*
411. **[Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance ↗](https://doi.org/10.1609/aaai.v34i04.5953)**Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al.*56 citations*
412. **[SOGNet: Scene Overlap Graph Network for Panoptic Segmentation ↗](https://doi.org/10.1609/aaai.v34i07.6955)**Yibo Yang, Hongyang Li, Xia Li et al.*56 citations*
413. **[Towards Better Forecasting by Fusing Near and Distant Future Visions ↗](https://doi.org/10.1609/aaai.v34i04.5766)**Jiezhu Cheng, Kaizhu Huang, Zibin Zheng*56 citations*
414. **[Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network ↗](https://doi.org/10.1609/aaai.v34i01.5345)**Xiaoxue Li, Yanmin Shang, Yanan Cao et al.*56 citations*
415. **[Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring ↗](https://doi.org/10.1609/aaai.v34i05.6366)**Xiyao Ma, Qile Zhu, Yanlin Zhou et al.*55 citations*
416. **[Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i01.5351)**Chenze Shao, Jinchao Zhang, Yang Feng et al.*55 citations*
417. **[Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search ↗](https://doi.org/10.1609/aaai.v34i06.6554)**Linnan Wang, Yiyang Zhao, Yuu Jinnai et al.*55 citations*
418. **[Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions ↗](https://doi.org/10.1609/aaai.v34i02.5600)**Weiran Shen, Binghui Peng, Hanpeng Liu et al.*55 citations*
419. **[Relational Learning for Joint Head and Human Detection ↗](https://doi.org/10.1609/aaai.v34i07.6691)**Cheng Chi, Shifeng Zhang, Junliang Xing et al.*55 citations*
420. **[TextNAS: A Neural Architecture Search Space Tailored for Text Representation ↗](https://doi.org/10.1609/aaai.v34i05.6462)**Yujing Wang, Yaming Yang, Yiren Chen et al.*55 citations*
421. **[A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning ↗](https://doi.org/10.1609/aaai.v34i01.5376)**Kevin Fauvel, Daniel Balouek‐Thomert, Diego Melgar et al.*54 citations*
422. **[CD-UAP: Class Discriminative Universal Adversarial Perturbation ↗](https://doi.org/10.1609/aaai.v34i04.6154)**Chaoning Zhang, Philipp Benz, Tooba Imtiaz et al.*54 citations*
423. **[Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i01.5341)**Baijun Ji, Zhirui Zhang, Xiangyu Duan et al.*54 citations*
424. **[Explainable Reinforcement Learning through a Causal Lens ↗](https://doi.org/10.1609/aaai.v34i03.5631)**Prashan Madumal, Tim Miller, Liz Sonenberg et al.*54 citations*
425. **[FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria ↗](https://doi.org/10.1609/aaai.v34i03.5678)**Mark Law, Alessandra Russo, Elisa Bertino et al.*54 citations*
426. **[Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing ↗](https://doi.org/10.1609/aaai.v34i07.6728)**Haoyu He, Jing Zhang, Qiming Zhang et al.*54 citations*
427. **[SK-Net: Deep Learning on Point Cloud via End-to-End Discovery of Spatial Keypoints ↗](https://doi.org/10.1609/aaai.v34i04.6113)**Weikun Wu, Yan Zhang, David Wang et al.*54 citations*
428. **[Efficient Inference of Optimal Decision Trees ↗](https://doi.org/10.1609/aaai.v34i04.5717)**Florent Avellaneda*53 citations*
429. **[Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution ↗](https://doi.org/10.1609/aaai.v34i07.6963)**Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li*53 citations*
430. **[Incorporating Expert-Based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework ↗](https://doi.org/10.1609/aaai.v34i01.5445)**Heyuan Wang, Tengjiao Wang, Yi Li*53 citations*
431. **[Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise ↗](https://doi.org/10.1609/aaai.v34i04.5917)**Senwei Liang, Zhongzhan Huang, Mingfu Liang et al.*53 citations*
432. **[Lessons Learned from Teaching Machine Learning and Natural Language Processing to High School Students ↗](https://doi.org/10.1609/aaai.v34i09.7063)**Narges Norouzi, Snigdha Chaturvedi, Matthew Rutledge*53 citations*
433. **[ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v34i03.5665)**Feihu Che, Dawei Zhang, Jianhua Tao et al.*53 citations*
434. **[Partial Label Learning with Batch Label Correction ↗](https://doi.org/10.1609/aaai.v34i04.6132)**Yan Yan, Yuhong Guo*53 citations*
435. **[Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph ↗](https://doi.org/10.1609/aaai.v34i05.6423)**Kai Sun, Richong Zhang, Yongyi Mao et al.*53 citations*
436. **[Storytelling from an Image Stream Using Scene Graphs ↗](https://doi.org/10.1609/aaai.v34i05.6455)**Ruize Wang, Zhongyu Wei, Piji Li et al.*53 citations*
437. **[Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction ↗](https://doi.org/10.1609/aaai.v34i04.5915)**Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan et al.*53 citations*
438. **[A Cluster-Weighted Kernel K-Means Method for Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v34i04.5922)**Jing Liu, Fuyuan Cao, Xiao‐Zhi Gao et al.*52 citations*
439. **[Age Progression and Regression with Spatial Attention Modules ↗](https://doi.org/10.1609/aaai.v34i07.6800)**Qi Li, Yunfan Liu, Zhenan Sun*52 citations*
440. **[FASTER Recurrent Networks for Efficient Video Classification ↗](https://doi.org/10.1609/aaai.v34i07.7012)**Linchao Zhu, Du Tran, Laura Sevilla-Lara et al.*52 citations*
441. **[GTNet: Generative Transfer Network for Zero-Shot Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6996)**Shizhen Zhao, Changxin Gao, Yuanjie Shao et al.*52 citations*
442. **[Google Research Football: A Novel Reinforcement Learning Environment ↗](https://doi.org/10.1609/aaai.v34i04.5878)**Karol Kurach, Anton Raichuk, Piotr Stańczyk et al.*52 citations*
443. **[One-Shot Image Classification by Learning to Restore Prototypes ↗](https://doi.org/10.1609/aaai.v34i04.6130)**Wanqi Xue, Wei Wang*52 citations*
444. **[PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms ↗](https://doi.org/10.1609/aaai.v34i01.5352)**Tiancheng Shen, Jia Jia, Yan Li et al.*52 citations*
445. **[Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v34i05.6262)**Yong Dai, Jian Liu, Xiancong Ren et al.*51 citations*
446. **[Cascading Convolutional Color Constancy ↗](https://doi.org/10.1609/aaai.v34i07.6966)**Huanglin Yu, Ke Chen, Kaiqi Wang et al.*51 citations*
447. **[Deep Discriminative CNN with Temporal Ensembling for Ambiguously-Labeled Image Classification ↗](https://doi.org/10.1609/aaai.v34i07.6959)**Yao Yao, Jiehui Deng, Xiuhua Chen et al.*51 citations*
448. **[Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding ↗](https://doi.org/10.1609/aaai.v34i05.6499)**Linhao Zhang, Dehong Ma, Xiaodong Zhang et al.*51 citations*
449. **[High Performance Depthwise and Pointwise Convolutions on Mobile Devices ↗](https://doi.org/10.1609/aaai.v34i04.6159)**Pengfei Zhang, Eric Lo, Baotong Lu*51 citations*
450. **[Just Ask: An Interactive Learning Framework for Vision and Language Navigation ↗](https://doi.org/10.1609/aaai.v34i03.5627)**Ta-Chung Chi, Minmin Shen, Mihail Eric et al.*51 citations*
451. **[MIMAMO Net: Integrating Micro- and Macro-Motion for Video Emotion Recognition ↗](https://doi.org/10.1609/aaai.v34i03.5646)**Didan Deng, Zhaokang Chen, Yuqian Zhou et al.*51 citations*
452. **[Weakly Supervised Disentanglement by Pairwise Similarities ↗](https://doi.org/10.1609/aaai.v34i04.5754)**Junxiang Chen, Kayhan N. Batmanghelich*51 citations*
453. **[Attentive Experience Replay ↗](https://doi.org/10.1609/aaai.v34i04.6049)**Peiquan Sun, Wengang Zhou, Houqiang Li*50 citations*
454. **[Channel Pruning Guided by Classification Loss and Feature Importance ↗](https://doi.org/10.1609/aaai.v34i07.6720)**Jinyang Guo, Wanli Ouyang, Dong Xu*50 citations*
455. **[Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization ↗](https://doi.org/10.1609/aaai.v34i04.5844)**Xuan Huo, Ming Li, Zhi-Hua Zhou*50 citations*
456. **[Few Shot Network Compression via Cross Distillation ↗](https://doi.org/10.1609/aaai.v34i04.5718)**Haoli Bai, Jiaxiang Wu, Irwin King et al.*50 citations*
457. **[Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training ↗](https://doi.org/10.1609/aaai.v34i07.6831)**Xiaofeng Liu, Yuzhuo Han, Song Bai et al.*50 citations*
458. **[Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering ↗](https://doi.org/10.1609/aaai.v34i05.6266)**Yang Deng, Wai Pang Lam, Yuexiang Xie et al.*50 citations*
459. **[End-to-End Argumentation Knowledge Graph Construction ↗](https://doi.org/10.1609/aaai.v34i05.6231)**Khalid Al‐Khatib, Yufang Hou, Henning Wachsmuth et al.*49 citations*
460. **[FLNet: Landmark Driven Fetching and Learning Network for Faithful Talking Facial Animation Synthesis ↗](https://doi.org/10.1609/aaai.v34i07.6717)**Kuangxiao Gu, Yuqian Zhou, Thomas S. Huang*49 citations*
461. **[Image Cropping with Composition and Saliency Aware Aesthetic Score Map ↗](https://doi.org/10.1609/aaai.v34i07.6889)**Yi Tu, Li Niu, Weijie Zhao et al.*49 citations*
462. **[Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation ↗](https://doi.org/10.1609/aaai.v34i04.5761)**Ze-Sen Chen, Xuan Wu, Qing-Guo Chen et al.*49 citations*
463. **[Sparsity-Inducing Binarized Neural Networks ↗](https://doi.org/10.1609/aaai.v34i07.6900)**Peisong Wang, Xiangyu He, Gang Li et al.*49 citations*
464. **[A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v34i04.5753)**Jinghui Chen, Dongruo Zhou, Jinfeng Yi et al.*48 citations*
465. **[A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video ↗](https://doi.org/10.1609/aaai.v34i01.7377)**Chenglei Wu, Rui-Xiao Zhang, Zhi Wang et al.*48 citations*
466. **[Controlling the Amount of Verbatim Copying in Abstractive Summarization ↗](https://doi.org/10.1609/aaai.v34i05.6420)**Kaiqiang Song, Bingqing Wang, Zhe Feng et al.*48 citations*
467. **[DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories ↗](https://doi.org/10.1609/aaai.v34i01.5453)**Hao Wu, Hanyuan Zhang, Xinyu Zhang et al.*48 citations*
468. **[Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference ↗](https://doi.org/10.1609/aaai.v34i04.6025)**Jianghao Shen, Yue Wang, Pengfei Xu et al.*48 citations*
469. **[GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v34i05.6330)**Bing Li, Wei Wang, Yifang Sun et al.*48 citations*
470. **[Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions ↗](https://doi.org/10.1609/aaai.v34i07.6911)**Zhenyi Wang, Ping Yu, Yang Zhao et al.*48 citations*
471. **[Dual Relation Semi-Supervised Multi-Label Learning ↗](https://doi.org/10.1609/aaai.v34i04.6089)**Lichen Wang, Yunyu Liu, Can Qin et al.*47 citations*
472. **[Joint Commonsense and Relation Reasoning for Image and Video Captioning ↗](https://doi.org/10.1609/aaai.v34i07.6731)**Jingyi Hou, Xinxiao Wu, Xiaoxun Zhang et al.*47 citations*
473. **[MA-DST: Multi-Attention-Based Scalable Dialog State Tracking ↗](https://doi.org/10.1609/aaai.v34i05.6322)**Adarsh Kumar, Peter Ku, Anuj Kumar Goyal et al.*47 citations*
474. **[Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments ↗](https://doi.org/10.1609/aaai.v34i07.6850)**Zhen-Liang Ni, Gui‐Bin Bian, Guan-An Wang et al.*47 citations*
475. **[Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification ↗](https://doi.org/10.1609/aaai.v34i05.6517)**Yaowei Zheng, Richong Zhang, Samuel Mensah et al.*47 citations*
476. **[Top-Down RST Parsing Utilizing Granularity Levels in Documents ↗](https://doi.org/10.1609/aaai.v34i05.6321)**Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito et al.*47 citations*
477. **[An Efficient Framework for Dense Video Captioning ↗](https://doi.org/10.1609/aaai.v34i07.6881)**Maitreya Suin, Ambasamudram Narayanan Rajagopalan*46 citations*
478. **[Convolutional Hierarchical Attention Network for Query-Focused Video Summarization ↗](https://doi.org/10.1609/aaai.v34i07.6929)**Shuwen Xiao, Zhou Li Zhao, Zijian Zhang et al.*46 citations*
479. **[DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6867)**Zhongwei Qiu, Kai Qiu, Jianlong Fu et al.*46 citations*
480. **[Distributed Machine Learning through Heterogeneous Edge Systems ↗](https://doi.org/10.1609/aaai.v34i05.6207)**Hanpeng Hu, Dan Wang, Chuan Wu*46 citations*
481. **[Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction ↗](https://doi.org/10.1609/aaai.v34i05.6259)**Pierre Colombo, Émile Chapuis, Matteo Manica et al.*46 citations*
482. **[Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control ↗](https://doi.org/10.1609/aaai.v34i04.5981)**Inyoung Paik, Sangjun Oh, Tae-Yeong Kwak et al.*46 citations*
483. **[SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback ↗](https://doi.org/10.1609/aaai.v34i04.6077)**Chao Wang, Hengshu Zhu, Chen Zhu et al.*46 citations*
484. **[Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries ↗](https://doi.org/10.1609/aaai.v34i07.6895)**Hao Wang, Cheng Dan Deng, Fan Ma et al.*45 citations*
485. **[GraLSP: Graph Neural Networks with Local Structural Patterns ↗](https://doi.org/10.1609/aaai.v34i04.5861)**Yilun Jin, Guojie Song, Chuan Shi*45 citations*
486. **[High-Order Residual Network for Light Field Super-Resolution ↗](https://doi.org/10.1609/aaai.v34i07.6847)**Nan Meng, Xiaofei Wu, Jianzhuang Liu et al.*45 citations*
487. **[Integrating Deep Learning with Logic Fusion for Information Extraction ↗](https://doi.org/10.1609/aaai.v34i05.6460)**Wenya Wang, Sinno Jialin Pan*45 citations*
488. **[MOSS: End-to-End Dialog System Framework with Modular Supervision ↗](https://doi.org/10.1609/aaai.v34i05.6349)**Weixin Liang, Youzhi Tian, Chengcai Chen et al.*45 citations*
489. **[Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach ↗](https://doi.org/10.1609/aaai.v34i06.6560)**Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa*45 citations*
490. **[Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks ↗](https://doi.org/10.1609/aaai.v34i04.6073)**Guojia Wan, Bo Du, Shirui Pan et al.*45 citations*
491. **[Towards Oracle Knowledge Distillation with Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v34i04.5866)**Min Soo Kang, Jonghwan Mun, Bohyung Han*45 citations*
492. **[Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation ↗](https://doi.org/10.1609/aaai.v34i05.6284)**Goran Glavašš, Swapna Somasundaran*45 citations*
493. **[Visualizing Deep Networks by Optimizing with Integrated Gradients ↗](https://doi.org/10.1609/aaai.v34i07.6863)**Zhongang Qi, Saeed Khorram, Li Fuxin*45 citations*
494. **[A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v34i07.6844)**Peirong Ma, Xiao Guang Hu*44 citations*
495. **[An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training ↗](https://doi.org/10.1609/aaai.v34i04.6175)**Hao Zheng, Yizhe Zhang, Lin Yang et al.*44 citations*
496. **[Deep Reinforcement Learning for General Game Playing ↗](https://doi.org/10.1609/aaai.v34i02.5533)**Adrian Goldwaser, Michael Thielscher*44 citations*
497. **[Discourse Level Factors for Sentence Deletion in Text Simplification ↗](https://doi.org/10.1609/aaai.v34i05.6520)**Yang Zhong, Chao Jiang, Wei Hong Xu et al.*44 citations*
498. **[Learning on the Job: Online Lifelong and Continual Learning ↗](https://doi.org/10.1609/aaai.v34i09.7079)**Bing Liu*44 citations*
499. **[Multi-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network ↗](https://doi.org/10.1609/aaai.v34i05.6435)**Pingjie Tang, Meng Jiang, Bryan Xia et al.*44 citations*
500. **[Multi-Task Self-Supervised Learning for Disfluency Detection ↗](https://doi.org/10.1609/aaai.v34i05.6456)**Shaolei Wang, Wangxiang Che, Qi Liu et al.*44 citations*

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