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

1,619 papers · page 8 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles ↗Zhijie Zhang, Wei Chen, Xiaoming Sun et al.14 citations
  2. Safe Online Convex Optimization with Unknown Linear Safety Constraints ↗Sapana Chaudhary, Dileep M. Kalathil14 citations
  3. Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing ↗Liang Yang, Cheng Chen, Weixun Li et al.14 citations
  4. Texture Reformer: Towards Fast and Universal Interactive Texture Transfer ↗Zhizhong Wang, Lei Zhao, Haibo Chen et al.14 citations
  5. The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection ↗Shubhankar Mohapatra, Sajin Sasy, Xi Qin He et al.14 citations
  6. Training a Resilient Q-network against Observational Interference ↗Chao-Han Huck Yang, I-Te Danny Hung, Yi Ouyang et al.14 citations
  7. Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity ↗Lorenzo Perini, Vincent Vercruyssen, Jesse J. Davis14 citations
  8. Word Level Robustness Enhancement: Fight Perturbation with Perturbation ↗Pei Wen Huang, Yuting Yang, Fuqi Jia et al.14 citations
  9. Zero Stability Well Predicts Performance of Convolutional Neural Networks ↗Liangming Chen, Long Jin, Mingsheng Shang14 citations
  10. Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning ↗Chia‐Yi Hsu, Pin‐Yu Chen, Songtao Lu et al.13 citations
  11. Backdoor Attacks on the DNN Interpretation System ↗Shihong Fang, Anna Choromanska13 citations
  12. Bayesian Persuasion in Sequential Decision-Making ↗Jiarui Gan, Rupak Majumdar, Goran Radanović et al.13 citations
  13. Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs ↗Jiarong Xu, Yizhou Sun, Xin Jiang et al.13 citations
  14. Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows ↗Param Budhraja, Mayank Baranwal, Kunal Garg et al.13 citations
  15. CQA-Face: Contrastive Quality-Aware Attentions for Face Recognition ↗Qiangchang Wang, Guodong Guo13 citations
  16. Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs ↗Ezgi Korkmaz13 citations
  17. DeepHardMark: Towards Watermarking Neural Network Hardware ↗Joseph Clements, Yingjie Lao13 citations
  18. Diagnostics-Guided Explanation Generation ↗Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.13 citations
  19. ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions ↗Koushik Biswas, Sandeep S. Kumar, Shilpak Banerjee et al.13 citations
  20. Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold ↗Jung-Hyun Lee, Gwangsu Kim, Mahbod Olfat et al.13 citations
  21. Geometry-Contrastive Transformer for Generalized 3D Pose Transfer ↗Haoyu Chen, Hao Tang, Zitong Yu et al.13 citations
  22. Graph Filtration Kernels ↗Till Hendrik Schulz, Pascal Welke, Stefan Wrobel13 citations
  23. Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks ↗Rui Ning, Jiang Li, Chunsheng Xin et al.13 citations
  24. Hybrid Instance-Aware Temporal Fusion for Online Video Instance Segmentation ↗Xiang Li, Jinglu Wang, Xiaoli Li et al.13 citations
  25. Information-Theoretic Bias Reduction via Causal View of Spurious Correlation ↗Seonguk Seo, Joon‐Young Lee, Bohyung Han13 citations
  26. Knowledge Sharing via Domain Adaptation in Customs Fraud Detection ↗Sungwon Park, Sundong Kim, Meeyoung Cha13 citations
  27. Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations ↗Hui Shi, Sicun Gao, Yuandong Tian et al.13 citations
  28. Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders ↗Abhishek Banerjee, Uttaran Bhattacharya, Aniket Bera13 citations
  29. MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition ↗Ge Yuan, Huicheng Zheng, Jiayu Dong13 citations
  30. OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression ↗Linfeng Cao, Aofan Jiang, Wei Li et al.13 citations
  31. ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation ↗Jinze Chen, Yang Wang, Yang Cao et al.13 citations
  32. RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning ↗Hansheng Xue, Vijini Mallawaarachchi, Yujia Zhang et al.13 citations
  33. Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough ↗Zhuo Li, Weiqing Min, Jiajun Song et al.13 citations
  34. SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-resolution ↗Jiangning Zhang, Chao Xu, Jian Li et al.13 citations
  35. Shrinking Temporal Attention in Transformers for Video Action Recognition ↗Bonan Li, Pengfei Xiong, Congying Han et al.13 citations
  36. Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration ↗Ziwei Luo, Jing Hu, Xin Wang et al.13 citations
  37. Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics ↗Sean Welleck, Peter West, Jize Cao et al.13 citations
  38. The Complexity of Temporal Vertex Cover in Small-Degree Graphs ↗Thekla Hamm, Nina Klobas, George B. Mertzios et al.13 citations
  39. Tight Neural Network Verification via Semidefinite Relaxations and Linear Reformulations ↗Jianglin Lan, Yang Zheng, Alessio R. Lomuscio13 citations
  40. Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis ↗Taha Belkhouja, Yan Yan, Janardhan Rao Doppa13 citations
  41. Unbiased IoU for Spherical Image Object Detection ↗Feng Dai, Bin Chen, Hang Xu et al.13 citations
  42. A Little Charity Guarantees Fair Connected Graph Partitioning ↗Ioannis Caragiannis, Evi Micha, Nisarg Shah12 citations
  43. A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits ↗Joel Q. L. Chang, Vincent Y. F. Tan12 citations
  44. Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers ↗Minjia Zhang, Niranjan Uma Naresh, Yuxiong He12 citations
  45. Anisotropic Additive Quantization for Fast Inner Product Search ↗Jin Zhang, Qi Liu, Defu Lian et al.12 citations
  46. AnomalyKiTS: Anomaly Detection Toolkit for Time Series ↗Dhaval J. Patel, Giridhar Ganapavarapu, Srideepika Jayaraman et al.12 citations
  47. ApproxASP – a Scalable Approximate Answer Set Counter ↗Mohimenul Kabir, Flavio Everardo, Ankit K Shukla et al.12 citations
  48. Boosting Contrastive Learning with Relation Knowledge Distillation ↗Kai Zheng, Yuanjiang Wang, Ye Yuan12 citations
  49. Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation ↗Yujia Zhang, Lai-Man Po, Xuyuan Xu et al.12 citations
  50. Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark ↗Chenglong Li, Tianhao Zhu, Lei Liu et al.12 citations
  51. DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems ↗Martin Rapp, Ramin Khalili, Kilian Pfeiffer et al.12 citations
  52. Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer ↗Sunwoo Kim, Soo-Hyun Kim, Seungryong Kim12 citations
  53. Deeply Tensor Compressed Transformers for End-to-End Object Detection ↗Peining Zhen, Ziyang Gao, Tianshu Hou et al.12 citations
  54. Efficient Optimal Transport Algorithm by Accelerated Gradient Descent ↗Dongsheng An, Na Lei, Xiaoyin Xu et al.12 citations
  55. End-to-End Line Drawing Vectorization ↗Hanyuan Liu, Chengze Li, Xueting Liu et al.12 citations
  56. End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification ↗Jun-Yi Hang, Min-Ling Zhang, Yanghe Feng et al.12 citations
  57. Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning ↗Jinxin Liu, Donglin Wang, Qiangxing Tian et al.12 citations
  58. Learning Economic Indicators by Aggregating Multi-Level Geospatial Information ↗Sung Won Park, Sungwon Han, Donghyun Ahn et al.12 citations
  59. Learning Temporally and Semantically Consistent Unpaired Video-to-Video Translation through Pseudo-Supervision from Synthetic Optical Flow ↗Kaihong Wang, Kumar Akash, Teruhisa Misu12 citations
  60. Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising ↗Wenbo Zhao, Xianming Liu, Junjun Jiang et al.12 citations
  61. Online Missing Value Imputation and Change Point Detection with the Gaussian Copula ↗Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman et al.12 citations
  62. Optimizing Binary Decision Diagrams with MaxSAT for Classification ↗Hao Hu, Marie‐José Huguet, Mohamed Siala12 citations
  63. Parameter Differentiation Based Multilingual Neural Machine Translation ↗Qian Wang, Jiajun Zhang12 citations
  64. Random Tensor Theory for Tensor Decomposition ↗Mohamed Ouerfelli, Mohamed Tamaazousti, Vincent Rivasseau12 citations
  65. ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising ↗Liuyu Xiang, Jundong Zhou, Jirui Liu et al.12 citations
  66. Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement ↗Yichao Du, Zhirui Zhang, Weizhi Wang et al.12 citations
  67. Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits ↗Guojun Xiong, Jian Li, Rahul Singh12 citations
  68. Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery ↗Hao Zhang, Shuigeng Zhou, Kun Zhang et al.12 citations
  69. STEM: Unsupervised STructural EMbedding for Stance Detection ↗Ron Korenblum Pick, Vladyslav Kozhukhov, Dan Vilenchik et al.12 citations
  70. Search and Learn: Improving Semantic Coverage for Data-to-Text Generation ↗Shailza Jolly, Zi Xuan Zhang, Andreas R. Dengel et al.12 citations
  71. Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions ↗Pan Li He, Patrick Emami, Sanjay Ranka et al.12 citations
  72. Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder ↗Elman Mansimov, Yi Zhang12 citations
  73. Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities ↗Filip Radlinski, Craig E. Boutilier, Deepak Ramachandran et al.12 citations
  74. Transcribing Natural Languages for the Deaf via Neural Editing Programs ↗Dongxu Li, Chenchen Xu, Liu Liu et al.12 citations
  75. VACA: Designing Variational Graph Autoencoders for Causal Queries ↗Pablo Sánchez-Martín, Miriam Rateike, Isabel Valera12 citations
  76. A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems ↗Ali Ugur Guler, Emir Demirović, Jeffrey Chan et al.11 citations
  77. A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes ↗Honghao Wei, Xin Liu, Lei Ying11 citations
  78. ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition ↗Zekai Chen, Xiao Zhang, Xiuzhen Cheng11 citations
  79. Adaptive Hypergraph Neural Network for Multi-Person Pose Estimation ↗Xixia Xu, Qi Zou, Xue Lin11 citations
  80. Algorithmic Fairness Verification with Graphical Models ↗Bishwamittra Ghosh, Debabrota Basu, Kuldeep S. Meel11 citations
  81. Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval ↗Shijie Wang, Zhihui Wang, Haojie Li et al.11 citations
  82. Certified Symmetry and Dominance Breaking for Combinatorial Optimisation ↗Bart Bogaerts, Stephan Gocht, Ciaran McCreesh et al.11 citations
  83. College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion ↗Mohammad Arif Ul Alam11 citations
  84. Conditional Loss and Deep Euler Scheme for Time Series Generation ↗Carl Remlinger, Joseph Mikael, Romuald Élie11 citations
  85. Constraint-Driven Explanations for Black-Box ML Models ↗Aditya A. Shrotri, Nina Narodytska, Alexey Ignatiev et al.11 citations
  86. Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation ↗Yaoru Luo, Guole Liu, Yuanhao Guo et al.11 citations
  87. Dual Decoupling Training for Semi-supervised Object Detection with Noise-Bypass Head ↗Shida Zheng, Chenshu Chen, Xiaowei Cai et al.11 citations
  88. Flexible Instance-Specific Rationalization of NLP Models ↗George Chrysostomou, Νικόλαος Αλέτρας11 citations
  89. Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings ↗Sean Matthews, John Hudzina, Dawn Sepehr11 citations
  90. Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) ↗Jin-Duk Park, Cong Tran, Won-Yong Shin et al.11 citations
  91. Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification ↗Jingbo Sun, Li Yang, Jiaxin Zhang et al.11 citations
  92. Introducing Variational Autoencoders to High School Students ↗Zhuoyue Lyu, Safinah Ali, Cynthia Breazeal11 citations
  93. JPV-Net: Joint Point-Voxel Representations for Accurate 3D Object Detection ↗Nan Song, Tianyuan Jiang, Jian Yao11 citations
  94. Latent Space Explanation by Intervention ↗Itai Gat, Guy Lorberbom, Idan Schwartz et al.11 citations
  95. Latent Time Neural Ordinary Differential Equations ↗Srinivas Anumasa, P. K. Srijith11 citations
  96. Learning Adversarial Markov Decision Processes with Delayed Feedback ↗Tal Lancewicki, Aviv Rosenberg, Yishay Mansour11 citations
  97. Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization ↗Yufei Kuang, Miao Lu, Jie Wang et al.11 citations
  98. Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance ↗Tian Jiang, Meichen Huang, Ignacio Segovia-Domínguez et al.11 citations
  99. Liquid Democracy with Ranked Delegations ↗Markus Brill, Théo Delemazure, Anne-Marie George et al.11 citations
  100. Listwise Learning to Rank Based on Approximate Rank Indicators ↗Thibaut Thonet, Yagmur Gizem Cinar, Éric Gaussier et al.11 citations

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