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

2,330 papers · page 13 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

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  1. EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease ↗Brendan Rappazzo, Morgan E. Eisenlord, Olivia Graham et al.12 citations
  2. Equivalent Causal Models ↗Sander Beckers12 citations
  3. Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks ↗Yang Song, Qiyu Kang, Wee Peng Tay12 citations
  4. GENSYNTH: Synthesizing Datalog Programs without Language Bias ↗Jonathan Mendelson, Aaditya Naik, Mukund Raghothaman et al.12 citations
  5. Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction ↗Yao Zhang, Xu Zhang, Jun Wang et al.12 citations
  6. Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection ↗Wei Wang, Piji Li, Hai-Tao Zheng12 citations
  7. Hierarchical Coherence Modeling for Document Quality Assessment ↗Dongliang Liao, Jin Xu, Gongfu Li et al.12 citations
  8. How Do We Move: Modeling Human Movement with System Dynamics ↗Hua Wei, Dongkuan Xu, Junjie Liang et al.12 citations
  9. Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints ↗Xin Li, Xiangrui Li, Deng Pan et al.12 citations
  10. JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase ↗Wanying Ding, Vinay K. Chaudhri, Naren Chittar et al.12 citations
  11. Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty ↗Jierun Chen, Song Wen, S.-H. Gary Chan12 citations
  12. Knowledge Refinery: Learning from Decoupled Label ↗Qianggang Ding, Sifan Wu, Tao Dai et al.12 citations
  13. Learning to Learn: Algorithmic Inspirations from Human Problem Solving ↗Ashish Kapoor, Bongshin Lee, Desney S. Tan et al.12 citations
  14. Non-Model-Based Search Guidance for Set Partitioning Problems ↗Serdar Kadıoğlu, Yuri Malitsky, Meinolf Sellmann12 citations
  15. On the Relation of Constraint Answer Set Programming Languages and Algorithms ↗Yuliya Lierler12 citations
  16. Predicting Flashover Occurrence using Surrogate Temperature Data ↗Eugene Yujun Fu, Wai Cheong Tam, Jun Wang et al.12 citations
  17. Relative Variational Intrinsic Control ↗Kate Baumli, David Warde-Farley, Steven Hansen et al.12 citations
  18. SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation ↗Zhigang Li, Yinlin Hu, Mathieu Salzmann et al.12 citations
  19. Sample Complexity of Policy Gradient Finding Second-Order Stationary Points ↗Long Yang, Qian Zheng, Gang Pan12 citations
  20. StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling ↗Eugene Seo, Rebecca Hutchinson, Xiao Fu et al.12 citations
  21. TDAF: Top-Down Attention Framework for Vision Tasks ↗Bo Pang, Yizhuo Li, Jiefeng Li et al.12 citations
  22. The Contour to Classification Game ↗Irene A. Lee, Safinah Ali12 citations
  23. Towards Generalized Implementation of Wasserstein Distance in GANs ↗Minkai Xu12 citations
  24. UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark ↗Nicholas Lourie, Ronan Joseph Le Bras, Chandra Bhagavatula et al.12 citations
  25. Unanswerable Question Correction in Question Answering over Personal Knowledge Base ↗An-Zi Yen, Hen‐Hsen Huang, Hsin‐Hsi Chen12 citations
  26. Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks ↗Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias12 citations
  27. Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion ↗Josh Roy, George Konidaris12 citations
  28. Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning ↗Blai Bonet, Héctor Geffner12 citations
  29. Writing Polishment with Simile: Task, Dataset and A Neural Approach ↗Jiayi Zhang, Zhi Ming Cui, Xiaoqiang Xia et al.12 citations
  30. A Dynamic Rationalization of Distance Rationalizability ↗Craig E. Boutilier, Ariel D. Procaccia11 citations
  31. A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models ↗Lei Chen, Fajie Yuan, Jiaxi Yang et al.11 citations
  32. Accurate and Robust Feature Importance Estimation under Distribution Shifts ↗Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Rushil Anirudh et al.11 citations
  33. Automated Storytelling via Causal, Commonsense Plot Ordering ↗Prithviraj Ammanabrolu, Wesley Cheung, William Broniec et al.11 citations
  34. Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect Theory ↗Ran Tian, Liting Sun, Masayoshi Tomizuka11 citations
  35. CPCGAN: A Controllable 3D Point Cloud Generative Adversarial Network with Semantic Label Generating ↗Ximing Yang, Yuan Wu, Kaiyi Zhang et al.11 citations
  36. Comparison Lift: Bandit-based Experimentation System for Online Advertising ↗Tong Geng, Xiliang Lin, Harikesh S. Nair et al.11 citations
  37. Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters ↗Weichao Lan, Liang Lan11 citations
  38. Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling ↗Meng-Hsuan Yu, Juntao Li, Zhangming Chan et al.11 citations
  39. Covering Number as a Complexity Measure for POMDP Planning and Learning ↗Zongzhang Zhang, Michael L. Littman, Xiaoping Chen11 citations
  40. Dividing a Graphical Cake ↗Xiaohui Bei, Warut Suksompong11 citations
  41. Evidence Aware Neural Pornographic Text Identification for Child Protection ↗Kaisong Song, Yangyang Kang, Wei Guang Gao et al.11 citations
  42. Exploring Explainable Selection to Control Abstractive Summarization ↗Haonan Wang, Yang Gao, Yu Bai et al.11 citations
  43. Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications ↗Haw-Shiuan Chang, Amol Agrawal, Andrew McCallum11 citations
  44. Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract) ↗Jinqi Luo, Tao Bai, Jun Zhao11 citations
  45. Generative Partial Visual-Tactile Fused Object Clustering ↗Tao Zhang, Yang Cong, Gan Sun et al.11 citations
  46. Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use ↗Zi-Yi Dou, Anamika Barman‐Adhikari, Fei Fang et al.11 citations
  47. Heart Rate Topic Models ↗Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed11 citations
  48. Hindsight and Sequential Rationality of Correlated Play ↗Dustin Morrill, Ryan D'Orazio, Reca Sarfati et al.11 citations
  49. Improving Continuous-Time Conflict Based Search ↗Андрейчук Антон Андреевич, Konstantin Yakovlev, Eli Boyarski et al.11 citations
  50. Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification ↗Jinhua Du, Yan Huang, Karo Moilanen11 citations
  51. Learning Dynamics Models with Stable Invariant Sets ↗Naoya Takeishi, Yoshinobu Kawahara11 citations
  52. Learning Qualitative Models by Demonstration ↗Thomas R. Hinrichs, Kenneth D. Forbus11 citations
  53. Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks ↗Zhiliang Tian, Wei Bi, Zihan Zhang et al.11 citations
  54. Logic Guided Genetic Algorithms (Student Abstract) ↗Dhananjay Ashok, Joseph Scott, Sebastian J. Wetzel et al.11 citations
  55. Model Uncertainty Guides Visual Object Tracking ↗Lijun Zhou, Antoine Ledent, Qintao Hu et al.11 citations
  56. Parameterized Complexity of Small Decision Tree Learning ↗Sebastian Ordyniak, Stefan Szeider11 citations
  57. Projection-free Online Learning over Strongly Convex Sets ↗Yuanyu Wan, Lijun Zhang11 citations
  58. RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices ↗Wei Niu, Mengshu Sun, Zhengang Li et al.11 citations
  59. SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration ↗Mengzuo Huang, Feng Li, Wuhe Zou et al.11 citations
  60. Sample-Specific Output Constraints for Neural Networks ↗Mathis Brosowsky, Florian Keck, Olaf Dünkel et al.11 citations
  61. Searching for Optimal Off-Line Exploration Paths in Grid Environments for a Robot with Limited Visibility ↗Alberto Quattrini Li, Francesco Amigoni A, Nicola Basilico11 citations
  62. Sense Sentiment Similarity: An Analysis ↗Mitra Mohtarami, Hadi Amiri, Man Lan et al.11 citations
  63. Solving Temporal Problems Using SMT: Weak Controllability ↗Alessandro Cimatti, Andrea Micheli, Marco Roveri11 citations
  64. Stability Via Convexity and LP Duality in OCF Games ↗Yair Zick, Evangelos Markakis, Edith Elkind11 citations
  65. Symbolic Search for Optimal Total-Order HTN Planning ↗Gregor Behnke, David Speck11 citations
  66. Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff ↗Jiawei Liu, Zhe Gao, Yangyang Kang et al.11 citations
  67. Towards Enabling Learnware to Handle Unseen Jobs ↗Yujie Zhang, Yu-Hu Yan, Peng Zhao et al.11 citations
  68. Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data ↗Qi Zhang, Longbing Cao, Chongyang Shi et al.11 citations
  69. Turbocharging Treewidth-Bounded Bayesian Network Structure Learning ↗Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider11 citations
  70. Visual Saliency Estimation through Manifold Learning ↗Richard Jiang, Danny Crookes11 citations
  71. Visual Saliency Map from Tensor Analysis ↗Bing Li, Weihua Xiong, Weiming Hu11 citations
  72. *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task ↗Dmitry Tsarkov, Tibor Tihon, Nathan Scales et al.10 citations
  73. A Bayesian Approach to the Data Description Problem ↗Alireza Ghasemi, Hamid Reza Rabiee, Mohammad Taghi Manzuri et al.10 citations
  74. A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle ↗Yasmine Karoui, Amanda A. Boatswain Jacques, Abdoulaye Baniré Diallo et al.10 citations
  75. A Recipe for Global Convergence Guarantee in Deep Neural Networks ↗Kenji Kawaguchi, Qingyun Sun10 citations
  76. A Sharp Leap from Quantified Boolean Formula to Stochastic Boolean Satisfiability Solving ↗Pei-Wei Chen, Yu‐Ching Huang, Jie-Hong Roland Jiang10 citations
  77. Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention ↗Hongyu Gong, Alberto Valido, Katherine M. Ingram et al.10 citations
  78. Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing ↗Johan Björck, Brendan Rappazzo, Qinru Shi et al.10 citations
  79. Adversarial Training and Provable Robustness: A Tale of Two Objectives ↗Jiameng Fan, Wenchao Li10 citations
  80. Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment ↗Mengying Fu, Tianning Yuan, Fang Wan et al.10 citations
  81. An Efficient Higher-Order Consistency Algorithm for Table Constraints ↗Anastasia Paparrizou, Kostas Stergiou10 citations
  82. An LP-Based Approach for Goal Recognition as Planning ↗Luísa R. A. Santos, Felipe Rech Meneguzzi, Ramon Fraga Pereira et al.10 citations
  83. Apparently Irrational Choice as Optimal Sequential Decision Making ↗Haiyang Chen, Hyung Jin Chang, Andrew Howes10 citations
  84. Approximate Policy Iteration with Linear Action Models ↗Hengshuai Yao, Csaba Szepesvári10 citations
  85. Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks ↗Huimin Zeng, Chen Zhu, Tom Goldstein et al.10 citations
  86. Collaborative Group Learning ↗Shaoxiong Feng, Hongshen Chen, Xuancheng Ren et al.10 citations
  87. Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback ↗Yihan Du, Yuko Kuroki, Wei Chen10 citations
  88. Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces ↗Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra10 citations
  89. Computationally Tractable Riemannian Manifolds for Graph Embeddings ↗Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea10 citations
  90. Court Opinion Generation from Case Fact Description with Legal Basis ↗Quanzhi Li, Qiong Zhang10 citations
  91. Debiasing Evaluations That Are Biased by Evaluations ↗Jingyan Wang, Ivan Stelmakh, Yuting Wei et al.10 citations
  92. Deep Wasserstein Graph Discriminant Learning for Graph Classification ↗Tong Zhang, Yun Wang, Zhen Cui et al.10 citations
  93. DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning ↗Bo Cui, Guyue Hu, Shan Yu10 citations
  94. DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning ↗Mohammadhosein Hasanbeig, Natasha Yogananda Jeppu, Alessandro Abate et al.10 citations
  95. Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model ↗Wenkai Zhang, Hongyu Lin, Xianpei Han et al.10 citations
  96. Differentially Private Stochastic Coordinate Descent ↗Georgios Damaskinos, Celestine Dünner, Rachid Guerraoui et al.10 citations
  97. Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding ↗Siyu Liao, Chunhua Deng, Miao Yin et al.10 citations
  98. Efficient Classification with Adaptive KNN ↗Puning Zhao, Lifeng Lai10 citations
  99. Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data ↗Amila Silva, Ling Luo, Shanika A. Karunasekera et al.10 citations
  100. Explicitly Modeled Attention Maps for Image Classification ↗Andong Tan, Duc Tam Nguyen, Maximilian Dax et al.10 citations

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