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

2,330 papers · page 6 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

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  1. On the Tractability of SHAP Explanations ↗Guy Van den Broeck, Anton Lykov, Maximilian Schleich et al.41 citations
  2. The Price of Neutrality for the Ranked Pairs Method ↗Markus Brill, Felix Fischer41 citations
  3. Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment ↗Minying Zhang, Kai Liu, Yidong Li et al.41 citations
  4. A Parameterized Runtime Analysis of Evolutionary Algorithms for the Euclidean Traveling Salesperson Problem ↗Andrew M. Sutton, Frank Neumann40 citations
  5. A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection ↗Tian Shi, Liuqing Li, Ping Wang et al.40 citations
  6. Composite Adversarial Attacks ↗Xiaofeng Mao, Yuefeng Chen, Shuhui Wang et al.40 citations
  7. Estimating Identifiable Causal Effects through Double Machine Learning ↗Yonghan Jung, Jin Wen Tian, Elias Bareinboim40 citations
  8. Learning Accurate and Interpretable Decision Rule Sets from Neural Networks ↗Litao Qiao, Weijia Wang, Bill Lin40 citations
  9. Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation ↗Runzhe Zhan, Xuebo Liu, Derek F. Wong et al.40 citations
  10. Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching ↗Pucktada Treeratpituk, Clyde Lee Giles40 citations
  11. Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation ↗Bo Pang, Zhong‐Ping Jiang40 citations
  12. ‘Less Than One'-Shot Learning: Learning N Classes From M < N Samples ↗Ilia Sucholutsky, Matthias Schonlau40 citations
  13. AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses ↗Zixuan Xu, Banghuai Li, Ye Yuan et al.39 citations
  14. Basing Decisions on Sentences in Decision Diagrams ↗Yexiang Xue, Arthur Choi, Adnan Y. Darwiche39 citations
  15. Clustering Ensemble Meets Low-rank Tensor Approximation ↗Yuheng Jia, Hui Liu, Junhui Hou et al.39 citations
  16. Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty ↗Guifeng Wang, Longbing Cao, Hongke Zhao et al.39 citations
  17. Diverse Knowledge Distillation for End-to-End Person Search ↗Xinyu Zhang, Xinlong Wang, Jia-Wang Bian et al.39 citations
  18. ExGAN: Adversarial Generation of Extreme Samples ↗Siddharth Bhatia, Arjit Jain, Bryan Hooi39 citations
  19. Improving the Efficiency and Effectiveness for BERT-based Entity Resolution ↗Bing Li, Yukai Miao, Yaoshu Wang et al.39 citations
  20. Interactive Narrative: A Novel Application of Artificial Intelligence for Computer Games ↗Mark Riedl, Vadim V. Bulitko39 citations
  21. One-shot Graph Neural Architecture Search with Dynamic Search Space ↗Yanxi Li, Zean Wen, Yunhe Wang et al.39 citations
  22. PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States ↗Eric Shieh, Bo An, Rong Yang et al.39 citations
  23. Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning ↗Yan Liu, Sheng-hua Zhong, Wenjie Li39 citations
  24. Security Games with Limited Surveillance ↗Bo An, David Kempe, Christopher D. Kiekintveld et al.39 citations
  25. TIME: Text and Image Mutual-Translation Adversarial Networks ↗Bingchen Liu, Kunpeng Song, Yizhe Zhu et al.39 citations
  26. Training Binary Neural Network without Batch Normalization for Image Super-Resolution ↗Xinrui Jiang, Nannan Wang, Jingwei Xin et al.39 citations
  27. Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective ↗Chaoning Zhang, Philipp Benz, Adil Karjauv et al.39 citations
  28. We Don't Speak the Same Language: Interpreting Polarization through Machine Translation ↗Ashiqur R. KhudaBukhsh, Rupak Sarkar, Mark S. Kamlet et al.39 citations
  29. ACT: an Attentive Convolutional Transformer for Efficient Text Classification ↗Pengfei Li, Peixiang Zhong, Kezhi Mao et al.38 citations
  30. Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers ↗Shijie Geng, Peng Gao, Moitreya Chatterjee et al.38 citations
  31. Exploiting Learnable Joint Groups for Hand Pose Estimation ↗Moran Li, Yuan Gao, Nong Sang38 citations
  32. Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision ↗Xingchao Liu, Mao Ye, Dengyong Zhou et al.38 citations
  33. Predicting Forest Fire Using Remote Sensing Data And Machine Learning ↗Suwei Yang, Massimo Lupascu, Kuldeep S. Meel38 citations
  34. Task Aligned Generative Meta-learning for Zero-shot Learning ↗Zhe Liu, Yun Li, Lina Yao et al.38 citations
  35. VSQL: Variational Shadow Quantum Learning for Classification ↗Guangxi Li, Zhixin Song, Xin Wang38 citations
  36. Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection ↗Shuai Li, Jianqiang Huang, Xian‐Sheng Hua et al.37 citations
  37. Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference ↗Guy Van den Broeck, Jesse J. Davis37 citations
  38. Continual Learning by Using Information of Each Class Holistically ↗Wenpeng Hu, Qi Qin, Mengyu Wang et al.37 citations
  39. Disentangled Information Bottleneck ↗Ziqi Pan, Li Niu, Jianfu Zhang et al.37 citations
  40. Distilling Localization for Self-Supervised Representation Learning ↗Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau et al.37 citations
  41. Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction ↗Xiangyun Tang, Dongliang Liao, Weijie Huang et al.37 citations
  42. Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning ↗Adam Vogel, Deepak Ramachandran, Rakesh Gupta et al.37 citations
  43. Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding ↗Yi Zhou, Shan Qing Hu, Mingyu Xiao et al.37 citations
  44. Improving Twitter Retrieval by Exploiting Structural Information ↗Zhunchen Luo, Miles Osborne, Saša Petrović et al.37 citations
  45. Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions ↗Siyu Ren, Kenny Qili Zhu37 citations
  46. Learning from Crowds by Modeling Common Confusions ↗Zhendong Chu, Jing Ma, Hongning Wang37 citations
  47. Learning from Demonstration for Goal-Driven Autonomy ↗Ben G. Weber, Michael Mateas, Arnav H. Jhala37 citations
  48. Self-Supervised Sketch-to-Image Synthesis ↗Bingchen Liu, Yizhe Zhu, Kunpeng Song et al.37 citations
  49. Tri-level Robust Clustering Ensemble with Multiple Graph Learning ↗Peng Zhou, Liang Du, Yi-Dong Shen et al.37 citations
  50. An Efficient Transformer Decoder with Compressed Sub-layers ↗Yanyang Li, Ye Lin, Tong Xiao et al.36 citations
  51. Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains ↗Tim Matthews, Sarvapali D. Ramchurn, Georgios Chalkiadakis36 citations
  52. DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch ↗Xiaofeng Ruan, Yufan Liu, Bing Li et al.36 citations
  53. Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing ↗Binyuan Hui, Ruiying Geng, Qiyu Ren et al.36 citations
  54. Efficient Approximate Value Iteration for Continuous Gaussian POMDPs ↗Jur van den Berg, Sachin Patil, Ron Alterovitz36 citations
  55. Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling ↗Jixuan Wang, Kai Wei, Martin Radfar et al.36 citations
  56. If You Like Shapley Then You’ll Love the Core ↗Tom Yan, Ariel D. Procaccia36 citations
  57. Influence-Based Abstraction for Multiagent Systems ↗Frans Adriaan Oliehoek, Stefan Witwicki, Leslie Pack Kaelbling36 citations
  58. Interpreting Multivariate Shapley Interactions in DNNs ↗Hao Zhang, Yichen Xie, Longjie Zheng et al.36 citations
  59. Online Learning in Variable Feature Spaces under Incomplete Supervision ↗Yi He, Xu Yuan, Sheng Chen et al.36 citations
  60. Scalable and Safe Multi-Agent Motion Planning with Nonlinear Dynamics and Bounded Disturbances ↗Jingkai Chen, Jiaoyang Li, Chuchu Fan et al.36 citations
  61. Shuffling Recurrent Neural Networks ↗Michael Rotman, Lior Wolf36 citations
  62. Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks ↗Yuqian Jiang, Suda Bharadwaj, Bo Wu et al.36 citations
  63. Transfer Learning with Graph Co-Regularization ↗Mingsheng Long, Jianmin Wang, Guiguang Ding et al.36 citations
  64. Balanced Open Set Domain Adaptation via Centroid Alignment ↗Mengmeng Jing, Jingjing Li, Lei Zhu et al.35 citations
  65. CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts ↗Peixiang Zhong, Di Wang, Pengfei Li et al.35 citations
  66. Construction of New Medicines via Game Proof Search ↗Abraham Heifets, Igor Jurišica35 citations
  67. Cruising with a Battery-Powered Vehicle and Not Getting Stranded ↗Sabine Storandt, Stefan Funke35 citations
  68. Deep Portfolio Optimization via Distributional Prediction of Residual Factors ↗Kentaro Imajo, Kentaro Minami, Katsuya Ito et al.35 citations
  69. DropLoss for Long-Tail Instance Segmentation ↗Ting-I Hsieh, Esther Robb, Hwann-Tzong Chen et al.35 citations
  70. Escaping Local Optima with Non-Elitist Evolutionary Algorithms ↗Duc-Cuong Dang, Anton V. Eremeev, Per Kristian Lehre35 citations
  71. Interpretable Graph Capsule Networks for Object Recognition ↗Jindong Gu35 citations
  72. Joint Semantic-geometric Learning for Polygonal Building Segmentation ↗Weijia Li, Wenqian Zhao, Huaping Zhong et al.35 citations
  73. Open-Set Recognition with Gaussian Mixture Variational Autoencoders ↗Alexander Cao, Yuan Luo, Diego Klabjan35 citations
  74. PointINet: Point Cloud Frame Interpolation Network ↗Fan Lü, Guang Chen, Sanqing Qu et al.35 citations
  75. Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA ↗Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim et al.35 citations
  76. Warm Starting CMA-ES for Hyperparameter Optimization ↗Masahiro Nomura, Shuhei Watanabe, Youhei Akimoto et al.35 citations
  77. Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce ↗Houye Ji, Junxiong Zhu, Xiao Wang et al.35 citations
  78. Compiling Model-Based Diagnosis to Boolean Satisfaction ↗Amit Metodi, Roni Stern, Meir Kalech et al.34 citations
  79. Data Augmentation for Abstractive Query-Focused Multi-Document Summarization ↗Ramakanth Pasunuru, Aslı Çelikyılmaz, Michel Galley et al.34 citations
  80. Deep Event Stereo Leveraged by Event-to-Image Translation ↗Soikat Hasan Ahmed, Hae Woong Jang, S. M. Nadim Uddin et al.34 citations
  81. Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring ↗Zhen Chen, Jun Zhang, Shuanlong Che et al.34 citations
  82. DramaQA: Character-Centered Video Story Understanding with Hierarchical QA ↗Seong-Ho Choi, Kyoung-Woon On, Yu‐Jung Heo et al.34 citations
  83. Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation ↗Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem et al.34 citations
  84. F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation ↗Daizong Liu, Dongdong Yu, Changhu Wang et al.34 citations
  85. Meta-Transfer Learning for Low-Resource Abstractive Summarization ↗Yi-Syuan Chen, Hong-Han Shuai34 citations
  86. NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation ↗Xiaoyang Wang, Chen Li, Jianqiao Zhao et al.34 citations
  87. On Completeness Classes for Query Evaluation on Linked Data ↗Andreas Harth, Sebastian Speiser34 citations
  88. Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning ↗Geonmo Gu, Byungsoo Ko, Han‐Gyu Kim34 citations
  89. Simple Robust Grammar Induction with Combinatory Categorial Grammars ↗Yonatan Bisk, Julia Hockenmaier34 citations
  90. Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines ↗Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi et al.34 citations
  91. Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives ↗Benjamin Doerr, Weijie Zheng34 citations
  92. Token-Aware Virtual Adversarial Training in Natural Language Understanding ↗Linyang Li, Xipeng Qiu34 citations
  93. Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization ↗Shir Gur, Ameen Ali, Lior Wolf34 citations
  94. A Case Study of the Shortcut Effects in Visual Commonsense Reasoning ↗Keren Ye, Adriana Kovashka33 citations
  95. A Multi-Path Compilation Approach to Contingent Planning ↗Ronen I. Brafman, Guy Shani33 citations
  96. Bias and Variance of Post-processing in Differential Privacy ↗Keyu Zhu, Pascal Van Hentenryck, Ferdinando Fioretto33 citations
  97. Computing Optimal Strategies to Commit to in Stochastic Games ↗Joshua Letchford, Liam MacDermed, Vincent Conitzer et al.33 citations
  98. Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient Algorithms ↗Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada33 citations
  99. DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation ↗Zhicong Yan, Gaolei Li, Yuan Tian et al.33 citations
  100. Disentangled Motif-aware Graph Learning for Phrase Grounding ↗Zongshen Mu, Siliang Tang, Jie Tan et al.33 citations

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