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Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers

1,619 papers · page 15 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Teaching AI with the Hands-On AI Projects for the Classroom Series ↗Nancye Blair Black2 citations
  2. The Complexity of Learning Approval-Based Multiwinner Voting Rules ↗Ioannis Caragiannis, Karl Fehrs2 citations
  3. The Complexity of Proportionality Degree in Committee Elections ↗Łukasz Janeczko, Piotr Faliszewski2 citations
  4. The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning ↗Daniel Kienitz, Ekaterina Komendantskaya, Michael A. Lones2 citations
  5. The Semi-random Likelihood of Doctrinal Paradoxes ↗Ao Liu, Lirong Xia2 citations
  6. The SoftCumulative Constraint with Quadratic Penalty ↗Yanick Ouellet, Claude-Guy Quimper2 citations
  7. Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods ↗Xin Guo, Anran Hu, Junzi Zhang2 citations
  8. Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) ↗Ruibin Chen, Miao Zhang, Xin Zheng et al.2 citations
  9. Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube ↗Garrett E. Katz, Naveed Tahir2 citations
  10. Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract) ↗Nayan Saxena, Robert Clark Wu, Rohan Jain2 citations
  11. Towards Robust Off-Policy Learning for Runtime Uncertainty ↗Da Xu, Yuting Ye, Chuanwei Ruan et al.2 citations
  12. Transformer with Memory Replay ↗Rui Liu, Barzan Mozafari2 citations
  13. Understanding Enthymemes in Deductive Argumentation Using Semantic Distance Measures ↗Anthony Hunter2 citations
  14. Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias ↗Jonas Schouterden, Jessa Bekker, Jesse J. Davis et al.2 citations
  15. Unsupervised Identification of Materials with Hyperspectral Images ↗Mira Welner2 citations
  16. Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games (Student Abstract) ↗Hansin Ahuja, Lynnette Hui Xian Ng, Kokil Jaidka2 citations
  17. VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models ↗Robert Wolfe, Aylin Caliskan2 citations
  18. Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract) ↗Amil V. Dravid, Aggelos K. Katsaggelos2 citations
  19. Wind Prediction under Random Data Corruption (Student Abstract) ↗Conner Flansburg, Dimitrios I. Diochnos2 citations
  20. A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) ↗Eiman Alnuaimi, Elia Cereda, Rafail Psiakis et al.1 citation
  21. A Fast Algorithm for PAC Combinatorial Pure Exploration ↗Noa Ben-David, Sivan Sabato A1 citation
  22. A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions ↗Anthony GX-Chen, Veronica Chelu, Blake A. Richards et al.1 citation
  23. A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) ↗Wenxin Tai1 citation
  24. A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) ↗Fan Meng, Handan Sun, Danya Xu et al.1 citation
  25. A Variant of Concurrent Constraint Programming on GPU ↗Pierre J. Talbot, Frédéric Pinel, Pascal Bouvry1 citation
  26. ASP-Based Declarative Process Mining ↗Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi1 citation
  27. Adaptive Kernel Graph Neural Network ↗Mingxuan Ju, Shifu Hou, Yujie Fan et al.1 citation
  28. Adaptive Safe Behavior Generation for Heterogeneous Autonomous Vehicles Using Parametric-Control Barrier Functions (Student Abstract) ↗Yiwei Lyu, Wenhao Luo, John M. Dolan1 citation
  29. AdaptivePose: Human Parts as Adaptive Points ↗Yabo Xiao, Xiaojuan Wang, Dongdong Yu et al.1 citation
  30. Adversarial Attack for Asynchronous Event-Based Data ↗Wooju Lee, Hyun Myung1 citation
  31. An Algorithmic Theory of Markets and Their Application to Decentralized Markets ↗Denizalp Goktas1 citation
  32. An Interactive Explanatory AI System for Industrial Quality Control ↗Dennis Müller, Michael März, Stephan Scheele et al.1 citation
  33. Analysis of Pure Literal Elimination Rule for Non-uniform Random (MAX) k-SAT Problem with an Arbitrary Degree Distribution ↗Oleksii Omelchenko, Andreĭ A. Bulatov1 citation
  34. Anatomizing Bias in Facial Analysis ↗Richa Singh, Puspita Majumdar, Surbhi Mittal et al.1 citation
  35. Answering Queries with Negation over Existential Rules ↗Stefan Ellmauthaler, Markus Krötzsch, Stephan Mennicke1 citation
  36. Anytime Guarantees under Heavy-Tailed Data ↗Matthew J. Holland1 citation
  37. Artificial Intelligence Approaches to Build Ticket to Ride Maps ↗Iain Nicholas Smith, Cǎlin Anton1 citation
  38. Augmentation-Free Self-Supervised Learning on Graphs ↗Namkyeong Lee, Junseok Lee, Chanyoung Park1 citation
  39. Automated Synthesis of Generalized Invariant Strategies via Counterexample-Guided Strategy Refinement ↗Kailun Luo, Yongmei Liu1 citation
  40. BERTMap: A BERT-Based Ontology Alignment System ↗Yuan He, Jiaoyan Chen, Denvar Antonyrajah et al.1 citation
  41. BScNets: Block Simplicial Complex Neural Networks ↗Yuzhou Chen, Yulia R. Gel, H. Vincent Poor1 citation
  42. Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels ↗Deepak Babu Sam, Abhinav Agarwalla, R. Venkatesh Babu1 citation
  43. Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning ↗Giseung Park, Sungho Choi, Youngchul Sung1 citation
  44. Building Goal-Oriented Dialogue Systems with Situated Visual Context ↗Sanchit Agarwal, Jan Jeżabek, Arijit Biswas et al.1 citation
  45. CCA: An ML Pipeline for Cloud Anomaly Troubleshooting ↗Lili Georgieva, Ioana Giurgiu, Serge Monney et al.1 citation
  46. Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical Variables ↗Lifeng Zhang, Shimo Yang, Hongxun Jiang1 citation
  47. Classifying Emails into Human vs Machine Category ↗Changsung Kang, Hongwei Shang, Jean-Marc Langlois1 citation
  48. Competing for Resources: Estimating Adversary Strategy for Effective Plan Generation ↗Lukáš Chrpa, Pavel Rytíř, Rostislav Horčı́k et al.1 citation
  49. Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study ↗Tesshu Hanaka, Yasuaki Kobayashi, Kazuhiro Kurita et al.1 citation
  50. Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss ↗Yantao Gong, Cao Liu, Fan Yang et al.1 citation
  51. Conjugated Discrete Distributions for Distributional Reinforcement Learning ↗Björn Lindenberg, Jonas Nordqvist, Karl‐Olof Lindahl1 citation
  52. Context-Aware Transfer Attacks for Object Detection ↗Zikui Cai, Xinxin Xie, Shasha Li et al.1 citation
  53. Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) ↗Václav Blažej, Dušan Knop, Šimon Schierreich1 citation
  54. Creating Interactive Crowds with Reinforcement Learning ↗Ariel Kwiatkowski1 citation
  55. Crowdsourcing with Meta-Knowledge Transfer (Student Abstract) ↗Sunyue Xu, Jing Zhang1 citation
  56. Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification ↗Jiawei Liu, Zhipeng Huang, Liang Li et al.1 citation
  57. Deep Learning Based Side Channel Attacks on Lightweight Cryptography (Student Abstract) ↗Alexander Benjamin, Jack Herzoff, Liljana Babinkostova et al.1 citation
  58. Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract) ↗Ruijiang Han, Wei Wang, Yuxi Long et al.1 citation
  59. Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) ↗Anirudh Cowlagi, Pratik Chaudhari1 citation
  60. Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks ↗Aleksei Kuvshinov, Daniel Knobloch, Daniel Fabian Kulzer et al.1 citation
  61. Dynamic Algorithmic Impact Assessment to Promote an Ethical Use of AI in Businesses ↗Shefeh Prisilia Mbuy1 citation
  62. Dynamic Incentive Mechanism Design for COVID-19 Social Distancing ↗Xuan Rong Zane Ho, Wei Yang Bryan Lim, Hongchao Jiang et al.1 citation
  63. Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) ↗Guangyu Meng, Qisheng Jiang, Kaiqun Fu et al.1 citation
  64. EasySED: Trusted Sound Event Detection with Self-Distillation ↗Qingsong Zhou, Kele Xu, Ming Feng1 citation
  65. EasySM: A Data-Driven Intelligent Decision Support System for Server Merge ↗Manhu Qu, Jie Huang, Hao Deng et al.1 citation
  66. Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract) ↗Zhuoming Zheng, Yi Cai, Liuwu Li1 citation
  67. Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation ↗Huifeng Yao, Xiaowei Hu, Xiaomeng Li1 citation
  68. Ensemble Semi-supervised Entity Alignment via Cycle-Teaching ↗Kexuan Xin, Zequn Sun, Wen Hua et al.1 citation
  69. Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) ↗Hannah Miller1 citation
  70. Episodic Policy Gradient Training ↗Hung Lê, Majid Abdolshah, Thommen K. George et al.1 citation
  71. Equilibrium Learning in Auction Markets ↗Stefan Heidekrüger1 citation
  72. Equity Promotion in Online Resource Allocation ↗Pan Xu, Yifan Xu1 citation
  73. Estimation of Local Average Treatment Effect by Data Combination ↗Kazuhiko Shinoda, Takahiro Hoshino1 citation
  74. Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? ↗Weina Jin, Xiaoxiao Li, Ghassan Hamarneh1 citation
  75. Explainable Planner Selection for Classical Planning ↗Patrick Ferber, Jendrik Seipp1 citation
  76. Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games ↗Gabriele Farina, Tüomas Sandholm1 citation
  77. First-Order Convex Fitting and Its Application to Economics and Optimization ↗Quinlan Dawkins, Minbiao Han, Haifeng Xu1 citation
  78. FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition ↗Ola Suleiman Ahmad, Freddy Lécué1 citation
  79. From Actions to Programs as Abstract Actual Causes ↗Bita Banihashemi, Shakil M. Khan, Mikhail Soutchanski B1 citation
  80. From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) ↗Bhanu Garg, Kijun Kim, Sudhanshu Ranjan1 citation
  81. Graph Neural Controlled Differential Equations for Traffic Forecasting ↗Jeongwhan Choi, Hwangyong Choi, Jeehyun Hwang et al.1 citation
  82. Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs ↗Ender Tekin, Qian You, Devin Conathan et al.1 citation
  83. How Private Is Your RL Policy? An Inverse RL Based Analysis Framework ↗Kritika Prakash, Fiza Husain, Praveen Paruchuri et al.1 citation
  84. How to Reduce Action Space for Planning Domains? (Student Abstract) ↗Harsha Kokel, Junkyu Lee, Michael Katz et al.1 citation
  85. Hybrid Graph Neural Networks for Few-Shot Learning ↗Tianyuan Yu, Sen He, Yi-Zhe Song et al.1 citation
  86. Hybrid Neural Networks for On-Device Directional Hearing ↗Anran Wang, Maruchi Kim, Hao Zhang et al.1 citation
  87. Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel ↗Shota Saito1 citation
  88. Inconsistent Planning: When in Doubt, Toss a Coin! ↗Yuriy Dementiev, Fedor V. Fomin, Artur Ignatiev1 citation
  89. Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images ↗Naren Nallapareddy, Soumya Ray1 citation
  90. Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit ↗Nikolai Karpov, Qin Zhang1 citation
  91. Integer and Constraint Programming Revisited for Mutually Orthogonal Latin Squares (Student Abstract) ↗Noah Rubin, Curtis Bright, Brett Stevens et al.1 citation
  92. Interpretable Clustering via Multi-Polytope Machines ↗Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen et al.1 citation
  93. Interpretable Privacy Preservation of Text Representations Using Vector Steganography ↗Geetanjali Bihani1 citation
  94. Knowledge Compilation Meets Logical Separability ↗Junming Qiu, Wenqing Li, Zhanhao Xiao et al.1 citation
  95. LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks ↗Adam Goodge, Bryan Hooi, See Kiong Ng et al.1 citation
  96. Label Hallucination for Few-Shot Classification ↗Yiren Jian, Lorenzo Torresani1 citation
  97. Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) ↗Zhiyuan Wang, Fan Zhou, Kunpeng Zhang et al.1 citation
  98. Leaping through Time with Gradient-Based Adaptation for Recommendation ↗Nuttapong Chairatanakul, Hoang Nt, Xin Liu et al.1 citation
  99. Learning Token-Based Representation for Image Retrieval ↗Hui Wu, Min Wang, Wengang Zhou et al.1 citation
  100. Learning from the Tangram to Solve Mini Visual Tasks ↗Yizhou Zhao, Liang Qiu, Pan Lu et al.1 citation

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