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

1,619 papers · page 10 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Neural Piecewise-Constant Delay Differential Equations ↗Qunxi Zhu, Yifei Shen, Dongsheng Li et al.9 citations
  2. On Optimizing Interventions in Shared Autonomy ↗Weihao Tan, David Koleczek, Siddhant Pradhan et al.9 citations
  3. On Probabilistic Generalization of Backdoors in Boolean Satisfiability ↗Alexander Semenov, Artem Pavlenko, Чивилихин Даниил Сергеевич et al.9 citations
  4. Online Apprenticeship Learning ↗Lior Shani, Tom Zahavy, Shie Mannor9 citations
  5. Optimize What You Evaluate With: Search Result Diversification Based on Metric Optimization ↗Hai-Tao Yu9 citations
  6. Participatory Budgeting with Donations and Diversity Constraints ↗Jiehua Chen, Martin Lackner, Jan Maly9 citations
  7. Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction ↗Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni et al.9 citations
  8. Probing Linguistic Information for Logical Inference in Pre-trained Language Models ↗Zeming Chen, Qiyue Gao9 citations
  9. RRL: Regional Rotate Layer in Convolutional Neural Networks ↗Zongbo Hao, Tao Zhang, Mingwang Chen et al.9 citations
  10. Reasoning about Causal Models with Infinitely Many Variables ↗Joseph Yehuda Halpern, Spencer Peters9 citations
  11. Scaling Neural Program Synthesis with Distribution-Based Search ↗Nathanaël Fijalkow, Guillaume Lagarde, Théo Matricon et al.9 citations
  12. Signaling in Posted Price Auctions ↗Matteo Castiglioni, Giulia Romano, Alberto Marchesi et al.9 citations
  13. Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization ↗Ahmed Abouzeid, Ole‐Christoffer Granmo, Christian Webersik et al.9 citations
  14. Text-Based Interactive Recommendation via Offline Reinforcement Learning ↗Ruiyi Zhang, Tong Yu, Yilin Shen et al.9 citations
  15. Unit Selection with Causal Diagram ↗Ang Li, Judea Pearl9 citations
  16. Weakly Supervised Neural Symbolic Learning for Cognitive Tasks ↗Jidong Tian, Yitian Li, Wenqing Chen et al.9 citations
  17. “I Don’t Think So”: Summarizing Policy Disagreements for Agent Comparison ↗Yotam Amitai, Ofra Amir9 citations
  18. A Nested Bi-level Optimization Framework for Robust Few Shot Learning ↗Krishnateja Killamsetty, Changbin Li, Chen Zhao et al.8 citations
  19. AI Assisted Data Labeling with Interactive Auto Label ↗Michael J Desmond, Michelle Brachman, Evelyn Duesterwald et al.8 citations
  20. Approval-Based Committee Voting under Incomplete Information ↗Aviram Imber, Jonas Israel, Markus Brill et al.8 citations
  21. Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation ↗Devamanyu Hazarika, Mahdi Namazifar, Dilek Z. Hakkani-Tur8 citations
  22. BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers ↗Roberto Navigli A, Rexhina Blloshmi, Abelardo Carlos Martínez Lorenzo8 citations
  23. Bounds on Causal Effects and Application to High Dimensional Data ↗Ang Li, Judea Pearl8 citations
  24. C3D and Localization Model for Locating and Recognizing the Actions from Untrimmed Videos (Student Abstract) ↗Himanshu Singh, Tirupati Pallewad, Badri Narayan Subudhi et al.8 citations
  25. Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation ↗Evgenii Nikishin, Romina Abachi, Rishabh Agarwal et al.8 citations
  26. Controlling Underestimation Bias in Reinforcement Learning via Quasi-median Operation ↗Wei Wei, Yujia Zhang, Jiye Liang et al.8 citations
  27. Cooperative Multi-Agent Fairness and Equivariant Policies ↗Niko A. Grupen, Bart Selman, D. D. Lee8 citations
  28. Correlation Field for Boosting 3D Object Detection in Structured Scenes ↗Jianhua Sun, Hao-Shu Fang, Xianghui Zhu et al.8 citations
  29. Decentralized Mean Field Games ↗Sriram Ganapathi Subramanian, Matthew Edmund Taylor, Mark Crowley et al.8 citations
  30. Deceptive Decision-Making under Uncertainty ↗Yagiz Savas, Christos K. Verginis, Ufuk Topcu8 citations
  31. Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency ↗Mingfei Sun, Sam Devlin, Katja Hofmann et al.8 citations
  32. Dist2Cycle: A Simplicial Neural Network for Homology Localization ↗Alexandros Dimitrios Keros, Vidit Nanda, Kartic Subr8 citations
  33. FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation ↗Jongwon Jeong, Jeong Woo Choi, Hyunsouk Cho et al.8 citations
  34. Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model ↗Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada et al.8 citations
  35. GEQCA: Generic Qualitative Constraint Acquisition ↗Mohamed-Bachir Belaid, Nassim Belmecheri, Arnaud Gotlieb B et al.8 citations
  36. GoTube: Scalable Statistical Verification of Continuous-Depth Models ↗Sophie Gruenbacher, Mathias Lechner, Ramin Hasani et al.8 citations
  37. How to Distribute Data across Tasks for Meta-Learning? ↗Alexandru Cioba, Michael Bromberg, Qian Wang et al.8 citations
  38. Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction ↗Chang-Yu Tai, Mingyao Li, Lun‐Wei Ku8 citations
  39. Inharmonious Region Localization by Magnifying Domain Discrepancy ↗Jing Liang, Li Niu, Penghao Wu et al.8 citations
  40. Interactive Visualizations of Word Embeddings for K-12 Students ↗Saptarashmi Bandyopadhyay, Jason Xu, Neel Pawar et al.8 citations
  41. Learning Network Architecture for Open-Set Recognition ↗Xuelin Zhang, Xuelian Cheng, Donghao Zhang et al.8 citations
  42. Local Justice and the Algorithmic Allocation of Scarce Societal Resources ↗Sanmay Das8 citations
  43. Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems ↗Yingjie Bi, Haixiang Zhang, Javad Lavaei8 citations
  44. MINIMAL: Mining Models for Universal Adversarial Triggers ↗Yaman Kumar, Swapnil Parekh, Somesh Singh et al.8 citations
  45. On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals ↗Haizhou Shi, Youcai Zhang, Siliang Tang et al.8 citations
  46. Pizza Sharing Is PPA-Hard ↗Argyrios Deligkas, John Fearnley, Themistoklis Melissourgos8 citations
  47. PluGeN: Multi-Label Conditional Generation from Pre-trained Models ↗Maciej Wołczyk, Magdalena Proszewska, Łukasz Maziarka et al.8 citations
  48. Programmatic Reward Design by Example ↗Weichao Zhou, Wenchao Li8 citations
  49. Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models ↗Diana Kim, Ahmed Elgammal, Marian Mazzone8 citations
  50. RareGAN: Generating Samples for Rare Classes ↗Zinan Lin, Hao Liang, Giulia C. Fanti et al.8 citations
  51. Reconfiguring Shortest Paths in Graphs ↗Kshitij Gajjar, Agastya Vibhuti Jha, Manish Kumar et al.8 citations
  52. Recursive Reasoning Graph for Multi-Agent Reinforcement Learning ↗Xiaobai Ma, David Isele, Jayesh K. Gupta et al.8 citations
  53. Restorable Image Operators with Quasi-Invertible Networks ↗Hao Ouyang, Tengfei Wang, Qifeng Chen8 citations
  54. Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer ↗Wenda Xu, Michael Saxon, Misha Sra et al.8 citations
  55. SenTag: A Web-Based Tool for Semantic Annotation of Textual Documents ↗Andrea Loreggia, Simone Mosco, Alberto Zerbinati8 citations
  56. SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning ↗Hongyu Zang, Xin Shane Li, Mingzhong Wang8 citations
  57. State Deviation Correction for Offline Reinforcement Learning ↗Hongchang Zhang, Jianzhun Shao, Yuhang Jiang et al.8 citations
  58. Team Correlated Equilibria in Zero-Sum Extensive-Form Games via Tree Decompositions ↗Brian Hu Zhang, Tüomas Sandholm8 citations
  59. Toward Physically Realizable Quantum Neural Networks ↗Mohsen Heidari, Ananth Y. Grama, Wojciech Szpankowski A8 citations
  60. Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints ↗Langyuan Mo, Haokun Li, Chaoyang Zou et al.8 citations
  61. Towards Automating Model Explanations with Certified Robustness Guarantees ↗Mengdi Huai, Jinduo Liu, Chenglin Miao et al.8 citations
  62. Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion ↗Jinsong Chen, Hu Han, Shiguang Shan8 citations
  63. Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency ↗Zhenhuan Liu, Liang Li, Huajie Jiang et al.8 citations
  64. Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning ↗Bo Pang, Yizhuo Li, Yifan Zhang et al.8 citations
  65. Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees ↗Yaman Kumar, Sriram Krishna, Rajiv Ratn Shah et al.8 citations
  66. What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies ↗Leandro C. Medeiros, David S. Aleixo, Levi H. S. Lelis8 citations
  67. ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing ↗Xiaoting Li, Xiao Liu, Lingwei Chen et al.7 citations
  68. Algorithmic Concept-Based Explainable Reasoning ↗Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan et al.7 citations
  69. An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation ↗Honguk Woo, Hyunsung Lee, Sangwoo Cho7 citations
  70. An Emotion-Based Multi-Task Approach to Fake News Detection (Student Abstract) ↗Arjun Choudhry, Inder Khatri, Minni Jain7 citations
  71. An Extraction and Representation Pipeline for Literary Characters ↗Funing Yang7 citations
  72. Anisotropic Fourier Features for Neural Image-Based Rendering and Relighting ↗Huangjie Yu, Anpei Chen, Xin Chen et al.7 citations
  73. CAISE: Conversational Agent for Image Search and Editing ↗Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon et al.7 citations
  74. Combating Collusion Rings Is Hard but Possible ↗Niclas Boehmer, Robert Bredereck, André Nichterlein7 citations
  75. Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training ↗Estelle M. Massart, Vinayak Abrol7 citations
  76. Cross-Species 3D Face Morphing via Alignment-Aware Controller ↗Xirui Yan, Zhenbo Yu, Bingbing Ni et al.7 citations
  77. Deep Fusing Pre-trained Models into Neural Machine Translation ↗Rongxiang Weng, Heng Yu, Weihua Luo et al.7 citations
  78. Deploying an Artificial Intelligence Application to Detect Flood from Sentinel 1 Data ↗Paolo Fraccaro, Nikola Stoyanov, Zaheed Gaffoor et al.7 citations
  79. Differentially Private Regret Minimization in Episodic Markov Decision Processes ↗Sayak Ray Chowdhury, Xingyu Zhou7 citations
  80. Distributed Learning with Strategic Users: A Repeated Game Approach ↗Abdullah Başar Akbay, Junshan Zhang7 citations
  81. DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction ↗Jiajun Fei, Ziyu Zhu, Wenlei Liu et al.7 citations
  82. ELMA: Energy-Based Learning for Multi-Agent Activity Forecasting ↗Yuke Li, Pin Wang, Lixiong Chen et al.7 citations
  83. Flexible-Window Predictions on Electronic Health Records ↗Mehak Gupta, Raphael Poulain, Thao-Ly Tam Phan et al.7 citations
  84. Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis ↗Liat Ein‐Dor, Ilya Shnayderman, Artem Spector et al.7 citations
  85. GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) ↗Michael Potter, Hamlin Liu, Yash Lala et al.7 citations
  86. Generalized Equivariance and Preferential Labeling for GNN Node Classification ↗Zeyu Sun, Wenjie Zhang, Lili Mou et al.7 citations
  87. Gradual (In)Compatibility of Fairness Criteria ↗Corinna Hertweck, Tim Räz7 citations
  88. Identification of Linear Latent Variable Model with Arbitrary Distribution ↗Zhengming Chen, Feng Kun Xie, Jie Qiao et al.7 citations
  89. LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning ↗Yuan Yang, J. Clayton Kerce, Faramarz Fekri7 citations
  90. Large-Neighbourhood Search for Optimisation in Answer-Set Solving ↗Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz et al.7 citations
  91. Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks ↗Yijie Guo, Qiucheng Wu, Honglak Lee7 citations
  92. Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences ↗Vinayak Gupta, Srikanta Bedathur, Abir De7 citations
  93. Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts ↗Kunpeng Li, Zizhao Zhang, Guanhang Wu et al.7 citations
  94. MDPGT: Momentum-Based Decentralized Policy Gradient Tracking ↗Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan et al.7 citations
  95. Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic ↗Bibo Cai, Xiao Ding, Bowen Chen et al.7 citations
  96. Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer ↗Jiayi Han, Longbin Zeng, Liang Du et al.7 citations
  97. Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic ↗Junyu Zhang, Amrit Singh Bedi, Mengdi Wang et al.7 citations
  98. NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency ↗Yujin Kim, Dogyun Park, Dohee Kim et al.7 citations
  99. New Results in Bounded-Suboptimal Search ↗Maximilian Fickert, Tianyi Gu, Wheeler Ruml7 citations
  100. Parallel and High-Fidelity Text-to-Lip Generation ↗Jinglin Liu, Zhiying Zhu, Yi Ren et al.7 citations

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