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# Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 11 of 24 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)

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1001. **[Relative Attributes for Enhanced Human-Machine Communication ↗](https://doi.org/10.1609/aaai.v26i1.8443)**Devi Parikh, Adriana Kovashka, Amar Parkash et al.*17 citations*
1002. **[Sample Selection for Universal Domain Adaptation ↗](https://doi.org/10.1609/aaai.v35i10.17042)**Omri Lifshitz, Lior Wolf*17 citations*
1003. **[Spherical Image Generation from a Single Image by Considering Scene Symmetry ↗](https://doi.org/10.1609/aaai.v35i2.16242)**Takayuki Hara, Yusuke Mukuta, Tatsuya Harada*17 citations*
1004. **[Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees ↗](https://doi.org/10.1609/aaai.v35i14.17545)**Qingbao Huang, Linzhang Mo, Pijian Li et al.*17 citations*
1005. **[Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning ↗](https://doi.org/10.1609/aaai.v26i1.8357)**Michael Katz, Emil Keyder*17 citations*
1006. **[Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting ↗](https://doi.org/10.1609/aaai.v35i10.17023)**Longyuan Li, Jihai Zhang, Junchi Yan et al.*17 citations*
1007. **[Toward Realistic Virtual Try-on Through Landmark Guided Shape Matching ↗](https://doi.org/10.1609/aaai.v35i3.16309)**Guoqiang Liu, Dan Song, Ruofeng Tong et al.*17 citations*
1008. **[XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors ↗](https://doi.org/10.1609/aaai.v35i1.16120)**Cheng Peng, Haofu Liao, Gina Wong et al.*17 citations*
1009. **[A Multivariate Complexity Analysis of Lobbying in Multiple Referenda ↗](https://doi.org/10.1609/aaai.v26i1.8248)**Robert Bredereck, Jiehua Chen, Sepp Hartung et al.*16 citations*
1010. **[A Theory of Independent Mechanisms for Extrapolation in Generative Models ↗](https://doi.org/10.1609/aaai.v35i8.16833)**Michel Besserve, Rémy Sun, Dominik Janzing et al.*16 citations*
1011. **[Anticipating Future Relations via Graph Growing for Action Prediction ↗](https://doi.org/10.1609/aaai.v35i4.16402)**Xinxiao Wu, Jianwei Zhao, Ruiqi Wang*16 citations*
1012. **[Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention ↗](https://doi.org/10.1609/aaai.v35i14.17548)**Zhiqi Huang, Fenglin Liu, Xian Wei Wu et al.*16 citations*
1013. **[Bayes-Adaptive Interactive POMDPs ↗](https://doi.org/10.1609/aaai.v26i1.8264)**Brenda Ng, Kofi Boakye, Carol A. Meyers et al.*16 citations*
1014. **[Bounding Causal Effects on Continuous Outcome ↗](https://doi.org/10.1609/aaai.v35i13.17449)**Junzhe Zhang, Elias Bareinboim*16 citations*
1015. **[C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer ↗](https://doi.org/10.1609/aaai.v35i4.16391)**Dongxu Wei, Xiaowei Xu, Haibin Shen et al.*16 citations*
1016. **[Classification of Sparse Time Series via Supervised Matrix Factorization ↗](https://doi.org/10.1609/aaai.v26i1.8271)**Josif Grabocka, Αλέξανδρος Νανόπουλος, Lars Schmidt-Thieme*16 citations*
1017. **[Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v35i13.17391)**Xiyue Zhang, Xiaoning Du, Xiaofei Xie et al.*16 citations*
1018. **[Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems ↗](https://doi.org/10.1609/aaai.v35i17.17829)**Matt Grenander, Robert Belfer, Ekaterina Kochmar et al.*16 citations*
1019. **[Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information ↗](https://doi.org/10.1609/aaai.v35i8.16870)**Yi Chen, Hong Qu, Malu Zhang et al.*16 citations*
1020. **[Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond ↗](https://doi.org/10.1609/aaai.v35i9.16947)**Shifu Hou, Yujie Fan, Mingxuan Ju et al.*16 citations*
1021. **[Distributional Reinforcement Learning via Moment Matching ↗](https://doi.org/10.1609/aaai.v35i10.17104)**Thanh Nguyen-Tang, Sunil Gupta, Svetha Venkatesh*16 citations*
1022. **[Dual-Mandate Patrols: Multi-Armed Bandits for Green Security ↗](https://doi.org/10.1609/aaai.v35i17.17757)**Lily Xu, Elizabeth Bondi, Fei Fang et al.*16 citations*
1023. **[Exploratory Machine Learning with Unknown Unknowns ↗](https://doi.org/10.1609/aaai.v35i12.17313)**Peng Zhao, Yujie Zhang, Zhi‐Hua Zhou*16 citations*
1024. **[FIXMYPOSE: Pose Correctional Captioning and Retrieval ↗](https://doi.org/10.1609/aaai.v35i14.17555)**Hyounghun Kim, Abhay Zala, Graham Burri et al.*16 citations*
1025. **[Fair and Efficient Allocations under Lexicographic Preferences ↗](https://doi.org/10.1609/aaai.v35i6.16689)**Hadi Hosseini, Sujoy Sikdar, Rohit Vaish et al.*16 citations*
1026. **[Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks ↗](https://doi.org/10.1609/aaai.v35i8.16869)**Xin Chen, Lingxi Xie, Jun Hui Wu et al.*16 citations*
1027. **[Generalized Sampling and Variance in Counterfactual Regret Minimization ↗](https://doi.org/10.1609/aaai.v26i1.8241)**Richard G. Gibson, Marc Lanctot, NEIL R. BURCH et al.*16 citations*
1028. **[Hierarchical Macro Discourse Parsing Based on Topic Segmentation ↗](https://doi.org/10.1609/aaai.v35i14.17554)**Feng Jiang, Yaxin Fan, Xiaomin Chu et al.*16 citations*
1029. **[HyperPlay: A Solution to General Game Playing with Imperfect Information ↗](https://doi.org/10.1609/aaai.v26i1.8335)**Michael Schofield, Timothy Cerexhe, Michael Thielscher*16 citations*
1030. **[Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network ↗](https://doi.org/10.1609/aaai.v35i7.16740)**Matthew C. Fontaine, Ruilin Liu, Ahmed Khalifa et al.*16 citations*
1031. **[Improving Causal Discovery By Optimal Bayesian Network Learning ↗](https://doi.org/10.1609/aaai.v35i10.17059)**Ni Yen Lu, Kun Zhang, Changhe Yuan*16 citations*
1032. **[Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation ↗](https://doi.org/10.1609/aaai.v35i15.17630)**Ieva Staliūnaitė, Philip John Gorinski, Ignacio Iacobacci*16 citations*
1033. **[Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations ↗](https://doi.org/10.1609/aaai.v35i13.17380)**Woo-Jeoung Nam, Jaesik Choi, Seong–Whan Lee*16 citations*
1034. **[Learning with Retrospection ↗](https://doi.org/10.1609/aaai.v35i8.16885)**Xiang Deng, Zhongfei Mark Zhang*16 citations*
1035. **[MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization ↗](https://doi.org/10.1609/aaai.v35i16.17714)**Baohang Zhou, Xiangrui Cai, Ying Zhang et al.*16 citations*
1036. **[Metrics and Continuity in Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i9.17005)**Charline Le Lan, Marc G. Bellemare, Pablo Samuel Castro*16 citations*
1037. **[Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels ↗](https://doi.org/10.1609/aaai.v35i1.16150)**Yang Siqi, Jun Zhang, Junzhou Huang et al.*16 citations*
1038. **[Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach ↗](https://doi.org/10.1609/aaai.v26i1.8110)**Nozomi Nori, Danushka Bollegala, Hisashi Kashima*16 citations*
1039. **[Object Relation Attention for Image Paragraph Captioning ↗](https://doi.org/10.1609/aaai.v35i4.16423)**Li-Chuan Yang, Chih-Yuan Yang, Jane Yung-jen Hsu*16 citations*
1040. **[Performance and Preferences: Interactive Refinement of Machine Learning Procedures ↗](https://doi.org/10.1609/aaai.v26i1.8340)**Ashish Kapoor, Bongshin Lee, Desney S. Tan et al.*16 citations*
1041. **[Semi-Relaxed Plan Heuristics ↗](https://doi.org/10.1609/aaai.v26i1.8434)**Emil Keyder, Joerg Hoffmann, Patrik Haslum*16 citations*
1042. **[Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNet ↗](https://doi.org/10.1609/aaai.v35i14.17536)**Xingwei He, Victor O. K. Li*16 citations*
1043. **[Spatial-temporal Causal Inference for Partial Image-to-video Adaptation ↗](https://doi.org/10.1609/aaai.v35i2.16187)**Jin Chen, Xinxiao Wu, Yao Hu et al.*16 citations*
1044. **[Stratified Negation in Datalog with Metric Temporal Operators ↗](https://doi.org/10.1609/aaai.v35i7.16804)**David J. Tena Cucala, Przemysław Andrzej Wałęga, Bernardo Cuenca Grau et al.*16 citations*
1045. **[Symbolic Synthesis of Observability Requirements for Diagnosability ↗](https://doi.org/10.1609/aaai.v26i1.8225)**Benjamin Bittner, Marco Bozzano, Alessandro Cimatti et al.*16 citations*
1046. **[Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear Approximation ↗](https://doi.org/10.1609/aaai.v35i13.17388)**Yiting Wu, Min Zhang*16 citations*
1047. **[Topological Machine Learning Methods for Power System Responses to Contingencies ↗](https://doi.org/10.1609/aaai.v35i17.17791)**Brian Bush, Yuzhou Chen, Dorcas Ofori-Boateng et al.*16 citations*
1048. **[Towards Automated Choreographing of Web Services Using Planning ↗](https://doi.org/10.1609/aaai.v26i1.8101)**Guobing Zou, Yixin Chen, You Xu et al.*16 citations*
1049. **[VRU Pose-SSD: Multiperson Pose Estimation For Automated Driving ↗](https://doi.org/10.1609/aaai.v35i17.17800)**Chandan Kumar, Jayanth Ramesh, Bodhisattwa Chakraborty et al.*16 citations*
1050. **[Web-based Platform for K-12 AI Education in China ↗](https://doi.org/10.1609/aaai.v35i17.17848)**Chao Wu, Yan Li, Junxiang Li et al.*16 citations*
1051. **[A Flexible Framework for Communication-Efficient Machine Learning ↗](https://doi.org/10.1609/aaai.v35i9.16987)**Sarit Khirirat, Sindri Magnússon, Arda Aytekin et al.*15 citations*
1052. **[A Market-Inspired Bidding Scheme for Peer Review Paper Assignment ↗](https://doi.org/10.1609/aaai.v35i6.16609)**Reshef Meir, Jérôme Lang, Julien Lesca et al.*15 citations*
1053. **[A Unified Multi-Scenario Attacking Network for Visual Object Tracking ↗](https://doi.org/10.1609/aaai.v35i2.16195)**Xuesong Chen, Canmiao Fu, Feng Zheng et al.*15 citations*
1054. **[A Unified Pretraining Framework for Passage Ranking and Expansion ↗](https://doi.org/10.1609/aaai.v35i5.16584)**Ming Yan, Chenliang Li, Bin Bi et al.*15 citations*
1055. **[Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action Tasks ↗](https://doi.org/10.1609/aaai.v35i9.16973)**Haobo Jiang, Jin Xie, Jian Yang*15 citations*
1056. **[Attentive Neural Point Processes for Event Forecasting ↗](https://doi.org/10.1609/aaai.v35i9.16929)**Yulong Gu*15 citations*
1057. **[Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm ↗](https://doi.org/10.1609/aaai.v35i8.16854)**Saptarshi Chakraborty, Debolina Paul, Swagatam Das*15 citations*
1058. **[Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning ↗](https://doi.org/10.1609/aaai.v35i16.17709)**Yangyang Zhao, Zhenyu Wang, Zhenhua Huang*15 citations*
1059. **[Brain Decoding Using fNIRS ↗](https://doi.org/10.1609/aaai.v35i14.17493)**Lu Cao, Dandan Huang, Yue Zhang et al.*15 citations*
1060. **[CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval ↗](https://doi.org/10.1609/aaai.v35i3.16343)**Hai Pham, Ricardo Guerrero, Vladimir Pavlović et al.*15 citations*
1061. **[Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v35i10.17097)**A. Tuan Nguyen, Hyewon Jeong, Eunho Yang et al.*15 citations*
1062. **[Consistent Right-Invariant Fixed-Lag Smoother with Application to Visual Inertial SLAM ↗](https://doi.org/10.1609/aaai.v35i7.16758)**Jianzhu Huai, Yukai Lin, Yuan Zhuang et al.*15 citations*
1063. **[Continuous Self-Attention Models with Neural ODE Networks ↗](https://doi.org/10.1609/aaai.v35i16.17692)**Jing Zhang, Peng Zhang, Baiwen Kong et al.*15 citations*
1064. **[Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras ↗](https://doi.org/10.1609/aaai.v35i2.16194)**Xipeng Chen, Pengxu Wei, Liang Lin*15 citations*
1065. **[Effective Clustering of scRNA-seq Data to Identify Biomarkers without User Input ↗](https://doi.org/10.1609/aaai.v35i18.17852)**Hussain Ahmed Chowdhury*15 citations*
1066. **[Efficient Certification of Spatial Robustness ↗](https://doi.org/10.1609/aaai.v35i3.16352)**Anian Ruoss, Maximilian Baader, Mislav Balunović et al.*15 citations*
1067. **[Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning ↗](https://doi.org/10.1609/aaai.v35i12.17280)**Yifang Yin, Harsh Shrivastava, Ying Zhang et al.*15 citations*
1068. **[Expected Value of Communication for Planning in Ad Hoc Teamwork ↗](https://doi.org/10.1609/aaai.v35i13.17346)**William Macke, Reuth Mirsky, Peter Stone*15 citations*
1069. **[FIMAP: Feature Importance by Minimal Adversarial Perturbation ↗](https://doi.org/10.1609/aaai.v35i13.17362)**Matt Chapman-Rounds, Umang Bhatt, Erik Pazos et al.*15 citations*
1070. **[GoT: a Growing Tree Model for Clustering Ensemble ↗](https://doi.org/10.1609/aaai.v35i9.17015)**Feijiang Li, Yuhua Qian, Jieting Wang*15 citations*
1071. **[Graph-Based Tri-Attention Network for Answer Ranking in CQA ↗](https://doi.org/10.1609/aaai.v35i16.17700)**Wei Zhang, Zeyuan Chen, Chao Dong et al.*15 citations*
1072. **[Hierarchical Double Dirichlet Process Mixture of Gaussian Processes ↗](https://doi.org/10.1609/aaai.v26i1.8309)**Aditya Tayal, Pascal Poupart, Yuying Li*15 citations*
1073. **[How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation ↗](https://doi.org/10.1609/aaai.v35i15.17599)**Swaroop Ranjan Mishra, Anjana Arunkumar*15 citations*
1074. **[Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud ↗](https://doi.org/10.1609/aaai.v35i4.16413)**Mingye Xu, Zhipeng Zhou, Junhao Zhang et al.*15 citations*
1075. **[Land Deformation Prediction via Slope-Aware Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i17.17764)**Fan Zhou, Rongfan Li, Goce Trajcevski et al.*15 citations*
1076. **[Learned Bi-Resolution Image Coding using Generalized Octave Convolutions ↗](https://doi.org/10.1609/aaai.v35i8.16816)**Mohammad Ali Akbari, Jie Liang, Jingning Han et al.*15 citations*
1077. **[Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding ↗](https://doi.org/10.1609/aaai.v35i10.17032)**Yangyang Li, Lin Jie Kong, Fanhua Shang et al.*15 citations*
1078. **[Multinomial Logit Contextual Bandits: Provable Optimality and Practicality ↗](https://doi.org/10.1609/aaai.v35i10.17111)**Min-hwan Oh, Garud Iyengar*15 citations*
1079. **[Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v35i5.16526)**Tony Gracious, Shubham Gupta, Arun Kanthali et al.*15 citations*
1080. **[On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems ↗](https://doi.org/10.1609/aaai.v35i8.16858)**Ting-Jui Chang, Shahin Shahrampour*15 citations*
1081. **[One for More: Selecting Generalizable Samples for Generalizable ReID Model ↗](https://doi.org/10.1609/aaai.v35i4.16444)**Enwei Zhang, Xinyang Jiang, Hao Cheng et al.*15 citations*
1082. **[PID-Based Approach to Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v35i11.17204)**Wan Chen, Biaohua Ye, Fangjun Huang*15 citations*
1083. **[Point Cloud Semantic Scene Completion from RGB-D Images ↗](https://doi.org/10.1609/aaai.v35i4.16451)**Shoulong Zhang, Shuai Li, Aimin Hao et al.*15 citations*
1084. **[Probing Product Description Generation via Posterior Distillation ↗](https://doi.org/10.1609/aaai.v35i16.17682)**Haolan Zhan, Hainan Zhang, Hongshen Chen et al.*15 citations*
1085. **[ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques ↗](https://doi.org/10.1609/aaai.v35i10.17056)**Yuanxin Liu, Zheng Lin, Fengcheng Yuan*15 citations*
1086. **[Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches ↗](https://doi.org/10.1609/aaai.v26i1.8431)**Xing Chen, Lin Li, Guandong Xu et al.*15 citations*
1087. **[SA-BNN: State-Aware Binary Neural Network ↗](https://doi.org/10.1609/aaai.v35i3.16306)**Chunlei Liu, Peng Chen, Bohan Zhuang et al.*15 citations*
1088. **[STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization ↗](https://doi.org/10.1609/aaai.v35i6.16615)**Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos et al.*15 citations*
1089. **[Strong Explanations in Abstract Argumentation ↗](https://doi.org/10.1609/aaai.v35i7.16805)**Markus Ulbricht, Johannes Peter Wallner*15 citations*
1090. **[Testing Independence Between Linear Combinations for Causal Discovery ↗](https://doi.org/10.1609/aaai.v35i7.16810)**Hao Zhang, Kun Zhang, Shuigeng Zhou et al.*15 citations*
1091. **[Time-Independent Planning for Multiple Moving Agents ↗](https://doi.org/10.1609/aaai.v35i13.17347)**Keisuke Okumura, Yasumasa Tamura, Xavier Défago*15 citations*
1092. **[Transfer Graph Neural Networks for Pandemic Forecasting ↗](https://doi.org/10.1609/aaai.v35i6.16616)**George Panagopoulos, Giannis Nikolentzos, Michalis Vazirgiannis*15 citations*
1093. **[Verifiable Machine Ethics in Changing Contexts ↗](https://doi.org/10.1609/aaai.v35i13.17366)**Louise A. Dennis, Martin Mose Bentzen, Felix Lindner et al.*15 citations*
1094. **[Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests ↗](https://doi.org/10.1609/aaai.v35i14.17498)**Jiaao Chen, Diyi Yang*15 citations*
1095. **[A Distributed Approach to Summarizing Spaces of Multiagent Schedules ↗](https://doi.org/10.1609/aaai.v26i1.8368)**James C. Boerkoel, Edmund H. Durfee*14 citations*
1096. **[A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream Fusion ↗](https://doi.org/10.1609/aaai.v35i6.16633)**Danh Le-Phuoc, Thomas Eiter, Anh Le-Tuan*14 citations*
1097. **[Argumentation Frameworks with Strong and Weak Constraints: Semantics and Complexity ↗](https://doi.org/10.1609/aaai.v35i7.16768)**Gianvincenzo Alfano, Sergio Greco, Francesco Parisi et al.*14 citations*
1098. **[Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example ↗](https://doi.org/10.1609/aaai.v35i13.17361)**Serena Booth, Yilun Zhou, Ankit Shah et al.*14 citations*
1099. **[C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling ↗](https://doi.org/10.1609/aaai.v35i14.17540)**Yutai Hou, Sanyuan Chen, Wanxiang Che et al.*14 citations*
1100. **[Catch Me If You Can: Pursuit and Capture in Polygonal Environments with Obstacles ↗](https://doi.org/10.1609/aaai.v26i1.8375)**Kyle Klein, Subhash Suri*14 citations*

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