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

1,863 papers · page 8 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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701. **[Knowledge-Graph Augmented Word Representations for Named Entity Recognition ↗](https://doi.org/10.1609/aaai.v34i05.6299)**Qizhen He, Liang Wu, Yida Yin et al.*27 citations*
702. **[Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption ↗](https://doi.org/10.1609/aaai.v34i05.6503)**Wei Zhang, Yue Ying, Pan Lu et al.*27 citations*
703. **[Leveraging Multi-Token Entities in Document-Level Named Entity Recognition ↗](https://doi.org/10.1609/aaai.v34i05.6304)**Anwen Hu, Zhicheng Dou, Jian‐Yun Nie et al.*27 citations*
704. **[Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects ↗](https://doi.org/10.1609/aaai.v34i05.6213)**Hoa Van Nguyen, Hamid Rezatofighi, Ba‐Ngu Vo et al.*27 citations*
705. **[Multi-Type Self-Attention Guided Degraded Saliency Detection ↗](https://doi.org/10.1609/aaai.v34i07.7010)**Ziqi Zhou, Zheng Wang, Huchuan Lu et al.*27 citations*
706. **[Multimodal Interaction-Aware Trajectory Prediction in Crowded Space ↗](https://doi.org/10.1609/aaai.v34i07.6874)**Xiaodan Shi, Xiaowei Shao, Zipei Fan et al.*27 citations*
707. **[RTN: Reparameterized Ternary Network ↗](https://doi.org/10.1609/aaai.v34i04.5912)**Yuhang Li, Xin Dong, Sai Qian Zhang et al.*27 citations*
708. **[RoboCoDraw: Robotic Avatar Drawing with GAN-Based Style Transfer and Time-Efficient Path Optimization ↗](https://doi.org/10.1609/aaai.v34i06.6609)**Tianying Wang, Wei Qi Toh, Hao Zhang et al.*27 citations*
709. **[Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework ↗](https://doi.org/10.1609/aaai.v34i03.5615)**Zhengxin Huang, Yuren Zhou*27 citations*
710. **[Strategy-Proof and Non-Wasteful Multi-Unit Auction via Social Network ↗](https://doi.org/10.1609/aaai.v34i02.5579)**Takehiro Kawasaki, Nathanaël Barrot, Seiji Takanashi et al.*27 citations*
711. **[Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) ↗](https://doi.org/10.1609/aaai.v34i10.7236)**Mengying Sun, Fei Wang, Olivier Elemento et al.*27 citations*
712. **[Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging ↗](https://doi.org/10.1609/aaai.v34i07.6726)**Xiaochen Han, Bo Wu, Zheng Shou et al.*27 citations*
713. **[Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk ↗](https://doi.org/10.1609/aaai.v34i04.5936)**Zhining Liu, Dawei Zhou, Yada Zhu et al.*27 citations*
714. **[Appearance and Motion Enhancement for Video-Based Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6802)**Shuzhao Li, Huimin Yu, Haoji Roland Hu*26 citations*
715. **[Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce ↗](https://doi.org/10.1609/aaai.v34i05.6335)**Juntao Li, Chang Liu, Jian Wang et al.*26 citations*
716. **[Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization ↗](https://doi.org/10.1609/aaai.v34i02.5531)**Shenghe Xu, Shivendra S. Panwar, Murali S. Kodialam et al.*26 citations*
717. **[Diachronic Embedding for Temporal Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v34i04.5815)**Rishab Goel, Seyed Mehran Kazemi, Marcus A. Brubaker et al.*26 citations*
718. **[Few-Shot Bayesian Imitation Learning with Logical Program Policies ↗](https://doi.org/10.1609/aaai.v34i06.6587)**Tom Silver, Kelsey R. Allen, Alex K. Lew et al.*26 citations*
719. **[Generating Diverse Translation by Manipulating Multi-Head Attention ↗](https://doi.org/10.1609/aaai.v34i05.6429)**Zewei Sun, Shujian Huang, Haoran Wei et al.*26 citations*
720. **[Graduate Employment Prediction with Bias ↗](https://doi.org/10.1609/aaai.v34i01.5408)**Teng Guo, Feng Xia, Shihao Zhen et al.*26 citations*
721. **[Label Enhancement with Sample Correlations via Low-Rank Representation ↗](https://doi.org/10.1609/aaai.v34i04.6053)**Haoyu Tang, Jihua Zhu, Qinghai Zheng et al.*26 citations*
722. **[Lifelong Spectral Clustering ↗](https://doi.org/10.1609/aaai.v34i04.6045)**Gan Sun, Yang Cong, Qianqian Wang et al.*26 citations*
723. **[Lightweight and Robust Representation of Economic Scales from Satellite Imagery ↗](https://doi.org/10.1609/aaai.v34i01.5379)**Sungwon Han, Donghyun Ahn, Hyunji Cha et al.*26 citations*
724. **[Open-World Learning for Radically Autonomous Agents ↗](https://doi.org/10.1609/aaai.v34i09.7078)**Pat Langley*26 citations*
725. **[Reborn Filters: Pruning Convolutional Neural Networks with Limited Data ↗](https://doi.org/10.1609/aaai.v34i04.6058)**Yehui Tang, Shan You, Chang Xu et al.*26 citations*
726. **[Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms ↗](https://doi.org/10.1609/aaai.v34i04.6074)**Andong Wang, Chao Li, Zhong Jin et al.*26 citations*
727. **[Scalable Probabilistic Matrix Factorization with Graph-Based Priors ↗](https://doi.org/10.1609/aaai.v34i04.6043)**Jonathan Strahl, Jaakko Peltonen, Hiroshi Mamitsuka et al.*26 citations*
728. **[Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning ↗](https://doi.org/10.1609/aaai.v34i07.6729)**Lanqing He, Zhongdao Wang, Yali Li et al.*26 citations*
729. **[Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset ↗](https://doi.org/10.1609/aaai.v34i05.6394)**Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara et al.*26 citations*
730. **[Training Decision Trees as Replacement for Convolution Layers ↗](https://doi.org/10.1609/aaai.v34i04.5801)**Wolfgang Fuhl, Gjergji Kasneci, Wolfgang Rosenstiel et al.*26 citations*
731. **[Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition ↗](https://doi.org/10.1609/aaai.v34i05.6287)**Fengyu Guo, Ruifang He, Jianwu Dang et al.*26 citations*
732. **[3D Human Pose Estimation via Explicit Compositional Depth Maps ↗](https://doi.org/10.1609/aaai.v34i07.6923)**Haiping Wu, Bin Xiao*25 citations*
733. **[AATEAM: Achieving the Ad Hoc Teamwork by Employing the Attention Mechanism ↗](https://doi.org/10.1609/aaai.v34i05.6196)**Shuo Chen, Ewa Andrejczuk, Zhiguang Cao et al.*25 citations*
734. **[ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations ↗](https://doi.org/10.1609/aaai.v34i04.5997)**Ekagra Ranjan, Soumya Sanyal, Partha Pratim Talukdar*25 citations*
735. **[Context-Aware Zero-Shot Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6841)**Ruotian Luo, Ning Zhang, Bohyung Han et al.*25 citations*
736. **[Coupled-View Deep Classifier Learning from Multiple Noisy Annotators ↗](https://doi.org/10.1609/aaai.v34i04.5898)**Shikun Li, Shiming Ge, Yingying Hua et al.*25 citations*
737. **[DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog ↗](https://doi.org/10.1609/aaai.v34i05.6248)**Feilong Chen, Fandong Meng, Jiaming Xu et al.*25 citations*
738. **[Dialog State Tracking with Reinforced Data Augmentation ↗](https://doi.org/10.1609/aaai.v34i05.6491)**Yichun Yin, Lifeng Shang, Xin Jiang et al.*25 citations*
739. **[Distributed Stochastic Gradient Descent with Event-Triggered Communication ↗](https://doi.org/10.1609/aaai.v34i05.6206)**Jemin George, Prudhvi K. Gurram*25 citations*
740. **[Dynamic Graph Representation for Occlusion Handling in Biometrics ↗](https://doi.org/10.1609/aaai.v34i07.6869)**Min Ren, Yunlong Wang, Zhenan Sun et al.*25 citations*
741. **[Dynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation ↗](https://doi.org/10.1609/aaai.v34i05.6390)**Jinghui Qin, Zheng Ye, Jianheng Tang et al.*25 citations*
742. **[Facial Attribute Capsules for Noise Face Super Resolution ↗](https://doi.org/10.1609/aaai.v34i07.6935)**Jingwei Xin, Nannan Wang, Xinrui Jiang et al.*25 citations*
743. **[Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation ↗](https://doi.org/10.1609/aaai.v34i02.5537)**Tianyang Shi, Zhengxia Zuo, Yi Yuan et al.*25 citations*
744. **[Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks ↗](https://doi.org/10.1609/aaai.v34i05.6461)**Yong Wang, Longyue Wang, Shuming Shi et al.*25 citations*
745. **[Going Deep: Graph Convolutional Ladder-Shape Networks ↗](https://doi.org/10.1609/aaai.v34i03.5673)**Ruiqi Hu, Shirui Pan, Guodong Long et al.*25 citations*
746. **[Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.5942)**Yadan Luo, Zi Helen Huang, Zheng Zhang et al.*25 citations*
747. **[Modelling Diversity of Solutions ↗](https://doi.org/10.1609/aaai.v34i02.5512)**Linnea Ingmar, María García de la Banda, Peter J. Stuckey et al.*25 citations*
748. **[MuMod: A Micro-Unit Connection Approach for Hybrid-Order Community Detection ↗](https://doi.org/10.1609/aaai.v34i01.5340)**Ling Huang, Hongyang Chao, Quangqiang Xie*25 citations*
749. **[Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation ↗](https://doi.org/10.1609/aaai.v34i07.6879)**Shaoyue Song, Hongkai Yu, Zhenjiang Miao et al.*25 citations*
750. **[On the Generation of Medical Question-Answer Pairs ↗](https://doi.org/10.1609/aaai.v34i05.6410)**Sheng Shen, Yaliang Li, Nan Du et al.*25 citations*
751. **[Reduction and Local Search for Weighted Graph Coloring Problem ↗](https://doi.org/10.1609/aaai.v34i03.5624)**Yiyuan Wang, Shaowei Cai, Shiwei Pan et al.*25 citations*
752. **[Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack ↗](https://doi.org/10.1609/aaai.v34i04.5821)**Ziwei Guan, Kaiyi Ji, Donald J. Bucci et al.*25 citations*
753. **[Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection ↗](https://doi.org/10.1609/aaai.v34i04.6068)**Vincent Vercruyssen, Wannes Meert, Jesse J. Davis*25 citations*
754. **[A Learning Based Branch and Bound for Maximum Common Subgraph Related Problems ↗](https://doi.org/10.1609/aaai.v34i03.5619)**Yanli Liu, Chu-Min Li, Hua Jiang et al.*24 citations*
755. **[Active Learning with Query Generation for Cost-Effective Text Classification ↗](https://doi.org/10.1609/aaai.v34i04.6133)**Yi-Fan Yan, Sheng-Jun Huang, Shaoyi Chen et al.*24 citations*
756. **[CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation ↗](https://doi.org/10.1609/aaai.v34i05.6324)**Caterina Lacerra, Michele Bevilacqua, Tommaso Pasini et al.*24 citations*
757. **[Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder ↗](https://doi.org/10.1609/aaai.v34i02.5538)**Meng-Hsuan Yu, Juntao Li, Danyang Liu et al.*24 citations*
758. **[Dual Adversarial Co-Learning for Multi-Domain Text Classification ↗](https://doi.org/10.1609/aaai.v34i04.6115)**Yuan Wu, Yuhong Guo*24 citations*
759. **[End-to-End Trainable Non-Collaborative Dialog System ↗](https://doi.org/10.1609/aaai.v34i05.6345)**Yu Li, Kun Qian, Weiyan Shi et al.*24 citations*
760. **[Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials ↗](https://doi.org/10.1609/aaai.v34i04.5989)**Christian Perez, Felipe Petroski Such, Theofanis Karaletsos*24 citations*
761. **[Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.6138)**Li Yang, Zhezhi He, Deliang Fan*24 citations*
762. **[LTLƒ Synthesis with Fairness and Stability Assumptions ↗](https://doi.org/10.1609/aaai.v34i03.5704)**Shufang Zhu, Giuseppe De Giacomo, Geguang Pu et al.*24 citations*
763. **[Label Error Correction and Generation through Label Relationships ↗](https://doi.org/10.1609/aaai.v34i04.5778)**Zijun Cui, Yong Zhang, Qiang Ji*24 citations*
764. **[Learning and Reasoning for Robot Sequential Decision Making under Uncertainty ↗](https://doi.org/10.1609/aaai.v34i03.5659)**Saeid Amiri, Mohammad Shokrolah Shirazi, Shiqi Zhang*24 citations*
765. **[Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation ↗](https://doi.org/10.1609/aaai.v34i05.6244)**Hengyi Cai, Hongshen Chen, Cheng Zhang et al.*24 citations*
766. **[Learning to Deblur Face Images via Sketch Synthesis ↗](https://doi.org/10.1609/aaai.v34i07.6818)**Songnan Lin, Jiawei Zhang, Jinshan Pan et al.*24 citations*
767. **[Lifted Fact-Alternating Mutex Groups and Pruned Grounding of Classical Planning Problems ↗](https://doi.org/10.1609/aaai.v34i06.6536)**Daniel Fišer*24 citations*
768. **[M-NAS: Meta Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v34i04.6084)**Jiaxing Wang, Jiaxiang Wu, Haoli Bai et al.*24 citations*
769. **[On Succinct Groundings of HTN Planning Problems ↗](https://doi.org/10.1609/aaai.v34i06.6529)**Gregor Behnke, Daniel Höller, Alexander Schmid et al.*24 citations*
770. **[On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.5907)**Xiangrui Li, Xin Li, Deng Pan et al.*24 citations*
771. **[Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v34i06.6563)**Maxime Bouton, Jana Tůmová, Mykel J. Kochenderfer*24 citations*
772. **[Re-Attention for Visual Question Answering ↗](https://doi.org/10.1609/aaai.v34i01.5338)**Wenya Guo, Ying Zhang, Xiaoping Wu et al.*24 citations*
773. **[Robust Low-Rank Discovery of Data-Driven Partial Differential Equations ↗](https://doi.org/10.1609/aaai.v34i01.5420)**Jun Li, Gan Sun, Guoshuai Zhao et al.*24 citations*
774. **[R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features ↗](https://doi.org/10.1609/aaai.v34i07.6884)**Chang Tang, Xinwang Liu, Xinzhong Zhu et al.*24 citations*
775. **[Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition ↗](https://doi.org/10.1609/aaai.v34i01.5339)**Peng Hu, Hongyuan Zhu, Xi Peng et al.*24 citations*
776. **[Zero-Shot Text-to-SQL Learning with Auxiliary Task ↗](https://doi.org/10.1609/aaai.v34i05.6246)**Shuaichen Chang, Pengfei Liu, Yun Tang et al.*24 citations*
777. **[Binarized Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v34i07.6624)**Hanlin Chen, Li’an Zhuo, Baochang Zhang et al.*23 citations*
778. **[Computing Equilibria in Binary Networked Public Goods Games ↗](https://doi.org/10.1609/aaai.v34i02.5609)**Sixie Yu, Kai Zhou, Jeffrey Brantingham et al.*23 citations*
779. **[ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System ↗](https://doi.org/10.1609/aaai.v34i04.5748)**Huangxun Chen, Chenyu Huang, Qianyi Huang et al.*23 citations*
780. **[Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series ↗](https://doi.org/10.1609/aaai.v34i06.6597)**Tan Zhi‐Xuan, Harold Soh, Desmond C. Ong*23 citations*
781. **[Fast and Efficient Boolean Matrix Factorization by Geometric Segmentation ↗](https://doi.org/10.1609/aaai.v34i04.6072)**Changlin Wan, Wennan Chang, Tong Zhao et al.*23 citations*
782. **[Graph Representation Learning via Ladder Gamma Variational Autoencoders ↗](https://doi.org/10.1609/aaai.v34i04.6013)**Arindam Sarkar, Nikhil Mehta, Piyush Rai*23 citations*
783. **[HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition ↗](https://doi.org/10.1609/aaai.v34i05.6358)**Shifeng Liu, Yifang Sun, Bing Li et al.*23 citations*
784. **[Making Existing Clusterings Fairer: Algorithms, Complexity Results and Insights ↗](https://doi.org/10.1609/aaai.v34i04.5783)**Ian A. K. Davidson, S. S. Ravi*23 citations*
785. **[Modality-Balanced Models for Visual Dialogue ↗](https://doi.org/10.1609/aaai.v34i05.6320)**Hyounghun Kim, Hao Xuan Tan, Mohit Bansal*23 citations*
786. **[Modeling Fluency and Faithfulness for Diverse Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v34i01.5334)**Yang Feng, Wanying Xie, Shuhao Gu et al.*23 citations*
787. **[Multimodal Structure-Consistent Image-to-Image Translation ↗](https://doi.org/10.1609/aaai.v34i07.6814)**Che-Tsung Lin, Yen-Yi Wu, Po-Hao Hsu et al.*23 citations*
788. **[Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning ↗](https://doi.org/10.1609/aaai.v34i05.6427)**Yibo Sun, Duyu Tang, Nan Duan et al.*23 citations*
789. **[Online Planner Selection with Graph Neural Networks and Adaptive Scheduling ↗](https://doi.org/10.1609/aaai.v34i04.5949)**Tengfei Ma, Patrick Ferber, Siyu Huo et al.*23 citations*
790. **[Price of Fairness in Budget Division and Probabilistic Social Choice ↗](https://doi.org/10.1609/aaai.v34i02.5594)**Marcin Michorzewski, Dominik Peters, Piotr Skowron*23 citations*
791. **[Real-Time Route Search by Locations ↗](https://doi.org/10.1609/aaai.v34i01.5396)**Lisi Chen, Shuo Shang, Tao Guo*23 citations*
792. **[A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories ↗](https://doi.org/10.1609/aaai.v34i04.5743)**Zhaohui Che, Ali Borji, Guangtao Zhai et al.*22 citations*
793. **[A Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving ↗](https://doi.org/10.1609/aaai.v34i01.5473)**Yifan Zhang, Jinghuai Zhang, Jindi Zhang et al.*22 citations*
794. **[Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v34i07.6791)**Chetan Kumar, Riazat Ryan, Ming Shao*22 citations*
795. **[An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation ↗](https://doi.org/10.1609/aaai.v34i05.6265)**Liming Deng, Jie Wang, Hangming Liang et al.*22 citations*
796. **[FuzzE: Fuzzy Fairness Evaluation of Offensive Language Classifiers on African-American English ↗](https://doi.org/10.1609/aaai.v34i01.5434)**Anthony Rios*22 citations*
797. **[GSSNN: Graph Smoothing Splines Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.6185)**Shichao Zhu, Lewei Zhou, Shirui Pan et al.*22 citations*
798. **[Improving Lives of Indebted Farmers Using Deep Learning: Predicting Agricultural Produce Prices Using Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v34i08.7039)**Hangzhi Guo, Alexander Woodruff, Amulya Yadav*22 citations*
799. **[Improving Neural Relation Extraction with Positive and Unlabeled Learning ↗](https://doi.org/10.1609/aaai.v34i05.6300)**Zhengqiu He, Wenliang Chen, Yuyi Wang et al.*22 citations*
800. **[Leveraging Title-Abstract Attentive Semantics for Paper Recommendation ↗](https://doi.org/10.1609/aaai.v34i01.5335)**Guibing Guo, Bo‐Wei Chen, Xiaoyan Zhang et al.*22 citations*

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