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

1,619 papers · page 11 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Pinpointing Fine-Grained Relationships between Hateful Tweets and Replies ↗Abdullah Albanyan, Eduardo Blanco7 citations
  2. Private Rank Aggregation in Central and Local Models ↗Daniel Alabi, Badih Ghazi, Ravi Kumar et al.7 citations
  3. Propositional Encodings of Acyclicity and Reachability by Using Vertex Elimination ↗Masood Feyzbakhsh Rankooh, Jussi Rintanen7 citations
  4. Reducing Energy Consumption of Pressure Sensor Calibration Using Polynomial HyperNetworks with Fourier Features ↗Muhammad Sarmad, Mishal Fatima, Jawad Tayyub7 citations
  5. Sample Average Approximation for Stochastic Optimization with Dependent Data: Performance Guarantees and Tractability ↗Yafei Wang, Bo Pan, Wei Tu et al.7 citations
  6. Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks ↗Kévin Osanlou, Jeremy Frank, Andrei Bursuc et al.7 citations
  7. Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference ↗Zixia Jia, Zhaohui Yan, Haoyi Wu et al.7 citations
  8. Speeding Up the RUL¯ Dynamic-Controllability-Checking Algorithm for Simple Temporal Networks with Uncertainty ↗Luke Hunsberger, Roberto Posenato7 citations
  9. Style-Guided and Disentangled Representation for Robust Image-to-Image Translation ↗Jaewoong Choi, Dae Ha Kim, Byung Cheol Song7 citations
  10. Subset Approximation of Pareto Regions with Bi-objective A* ↗Nicolás Rivera, Jorge A. Baier, Carlos Hernández7 citations
  11. Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning ↗Manlin Zhang, Jinpeng Wang, Andy Jinhua Ma7 citations
  12. The Computational Gauntlet of Human-Like Learning ↗Pat Langley7 citations
  13. The FF Heuristic for Lifted Classical Planning ↗Augusto B. Corrêa, Florian Pommerening, Malte Helmert et al.7 citations
  14. The Metric Distortion of Multiwinner Voting ↗Ioannis Caragiannis, Nisarg Shah, Alexandros A. Voudouris7 citations
  15. Towards Off-Policy Learning for Ranking Policies with Logged Feedback ↗Teng Xiao, Suhang Wang7 citations
  16. Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation ↗Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto et al.7 citations
  17. When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty ↗Fernando Martínez‐Plumed, David Castellano, Carlos Monserrat-Aranda et al.7 citations
  18. When Can the Defender Effectively Deceive Attackers in Security Games? ↗Thanh Nguyen, Haifeng Xu7 citations
  19. ‘Beach’ to ‘Bitch’: Inadvertent Unsafe Transcription of Kids’ Content on YouTube ↗Krithika Ramesh, Ashiqur R. KhudaBukhsh, Sumeet Kumar7 citations
  20. A Computable Definition of the Spectral Bias ↗Jonas Kiessling, Filip Thor6 citations
  21. A Novel Approach to Solving Goal-Achieving Problems for Board Games ↗Chung-Chin Shih, Ti-Rong Wu, Ting-Han Wei et al.6 citations
  22. Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding ↗Thanh Tran, Kai Wei, Weitong Ruan et al.6 citations
  23. Admissible Policy Teaching through Reward Design ↗Kiarash Banihashem, Adish Kumar Singla, Jiarui Gan et al.6 citations
  24. AsyncFL: Asynchronous Federated Learning Using Majority Voting with Quantized Model Updates (Student Abstract) ↗Suji Jang, Hyuk Lim6 citations
  25. Bi-volution: A Static and Dynamic Coupled Filter ↗Xiwei Hu, Xuanhong Chen, Bingbing Ni et al.6 citations
  26. CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking ↗Bo Chen, Jing Zhang, Xiaokang Zhang et al.6 citations
  27. COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies ↗Doyoung Kim, Hyangsuk Min, Youngeun Nam et al.6 citations
  28. Co-promotion Predictions of Financing Market and Sales Market: A Cooperative-Competitive Attention Approach ↗Lei Zhang, Wang Xiang, Chuang Zhao et al.6 citations
  29. Constraint Sampling Reinforcement Learning: Incorporating Expertise for Faster Learning ↗Tong Mu, Georgios Theocharous, David T. Arbour et al.6 citations
  30. Context-Specific Representation Abstraction for Deep Option Learning ↗Marwa Abdulhai, Dong-Ki Kim, Matthew Riemer et al.6 citations
  31. Cross-Lingual Adversarial Domain Adaptation for Novice Programming ↗Mao Ye, Farzaneh Khoshnevisan, Thomas Price et al.6 citations
  32. Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments ↗Mitas Ray, Lillian J. Ratliff, Dmitriy Drusvyatskiy et al.6 citations
  33. DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions ↗Jonathan Raiman6 citations
  34. Deformable Part Region Learning for Object Detection ↗Seung‐Hwan Bae6 citations
  35. Domain-Lifted Sampling for Universal Two-Variable Logic and Extensions ↗Yuanhong Wang, Timothy van Bremen, Yuyi Wang et al.6 citations
  36. Energy-Based Generative Cooperative Saliency Prediction ↗Jing Zhang, Jianwen Xie, Zilong Zheng et al.6 citations
  37. Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract) ↗Yushi Zeng, Guohua Wang, Haopeng Ren et al.6 citations
  38. Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization ↗Hugh Zhang, Adam K. Lerer, Noam Brown6 citations
  39. Expressivity of Planning with Horn Description Logic Ontologies ↗Stefan Borgwardt, Jörg Hoffmann, Alisa Kovtunova et al.6 citations
  40. Fast Graph Neural Tangent Kernel via Kronecker Sketching ↗Shunhua Jiang, Yunze Man, Zhao Song et al.6 citations
  41. Fast Monte-Carlo Approximation of the Attention Mechanism ↗Hyunjun Kim, JeongGil Ko6 citations
  42. Finite Entailment of Local Queries in the Z Family of Description Logics ↗Bartosz Bednarczyk, Emanuel Kieroński6 citations
  43. Handling Slice Permutations Variability in Tensor Recovery ↗Jingjing Zheng, Xiaoqin Zhang, Wenzhe Wang et al.6 citations
  44. Hedonic Diversity Games: A Complexity Picture with More than Two Colors ↗Robert Ganian, Thekla Hamm, Dušan Knop et al.6 citations
  45. Incorporating Constituent Syntax for Coreference Resolution ↗Fan Jiang, Trevor Cohn6 citations
  46. Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections ↗Zhenzhang Ye, Tarun Yenamandra, Florian Bernard et al.6 citations
  47. Joint Human Pose Estimation and Instance Segmentation with PosePlusSeg ↗Niaz Ahmad, Jawad Khan, Jeremy Yuhyun Kim et al.6 citations
  48. KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation ↗Xin Liu, Dayiheng Liu, Baosong Yang et al.6 citations
  49. Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation ↗Junwen Pan, Qi Bi, Yanzhan Yang et al.6 citations
  50. Learning Bayesian Networks in the Presence of Structural Side Information ↗Ehsan Mokhtarian, Sina Akbari, Fateme Jamshidi et al.6 citations
  51. Learning Expected Emphatic Traces for Deep RL ↗Ray Jiang, Shangtong Zhang, Veronica Chelu et al.6 citations
  52. Learning from Mistakes – a Framework for Neural Architecture Search ↗Bhanu Garg, Li Zhang, Pradyumna Sridhara et al.6 citations
  53. Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing ↗Chenchen Jing, Yunde Jia, Yuwei Wu et al.6 citations
  54. Machine Learning for Online Algorithm Selection under Censored Feedback ↗Alexander Tornede, Viktor Bengs, Eyke Hüllermeier6 citations
  55. Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach ↗Chuang Zhao, Hongke Zhao, Runze Wu et al.6 citations
  56. Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation ↗Yicong He, George Atia6 citations
  57. NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search ↗Wanqi Xue, Bo An, Chai Kiat Yeo6 citations
  58. OA-FSUI2IT: A Novel Few-Shot Cross Domain Object Detection Framework with Object-Aware Few-Shot Unsupervised Image-to-Image Translation ↗Lifan Zhao, Yunlong Meng, Lin Xu6 citations
  59. On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints ↗Carlos Pinzón, Catuscia Palamidessi A, Pablo Piantanida et al.6 citations
  60. Optimal Sampling Gaps for Adaptive Submodular Maximization ↗Shaojie Tang, Jing Yuan6 citations
  61. Optimistic Initialization for Exploration in Continuous Control ↗Sam Lobel, Omer Gottesman, Cameron Allen et al.6 citations
  62. Parameterized Approximation Algorithms for K-center Clustering and Variants ↗Sayan Bandyapadhyay, Zachary Friggstad, Ramin Mousavi6 citations
  63. Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services ↗Amar Prakash Azad, Supriyo Ghosh, Ajay Kumar Gupta et al.6 citations
  64. Planning to Avoid Side Effects ↗Toryn Q. Klassen, Sheila A. McIlraith, Christian Muise et al.6 citations
  65. Pose-Invariant Face Recognition via Adaptive Angular Distillation ↗Zhenduo Zhang, Yongru Chen, Wenming Yang et al.6 citations
  66. PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval ↗Praneeth Vepakomma, Julia Balla, Ramesh Raskar6 citations
  67. RID-Noise: Towards Robust Inverse Design under Noisy Environments ↗Jiaqi Yang, Kebin Fan, Hao Ma et al.6 citations
  68. Random vs. Best-First: Impact of Sampling Strategies on Decision Making in Model-Based Diagnosis ↗Patrick Rodler6 citations
  69. Reinforcement Learning of Causal Variables Using Mediation Analysis ↗Tue Herlau, Rasmus F. Larsen6 citations
  70. STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach ↗Sveva Pepe, Edoardo Barba, Rexhina Blloshmi et al.6 citations
  71. Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data ↗Yu Kang, Tianqiao Liu, Hang Li et al.6 citations
  72. SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) ↗Chen Li, Xiaoguang Yu, Shuangyong Song et al.6 citations
  73. Single-Agent Dynamics in Additively Separable Hedonic Games ↗Felix Brandt, Martin Bullinger, Leo Tappe6 citations
  74. Stereo Neural Vernier Caliper ↗Shichao Li, Zechun Liu, Zhiqiang Shen et al.6 citations
  75. Structural Landmarking and Interaction Modelling: A “SLIM” Network for Graph Classification ↗Yaokang Zhu, Kai Zhang, Jun Wang et al.6 citations
  76. Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract) ↗Chang Ma, Song Zhang, Gehui Shen et al.6 citations
  77. Synthesis from Satisficing and Temporal Goals ↗Suguman Bansal, Lydia E. Kavraki, Moshe Y. Vardi et al.6 citations
  78. The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization ↗Aritra Konar, Nicholas D. Sidiropoulos6 citations
  79. Towards Explainable Action Recognition by Salient Qualitative Spatial Object Relation Chains ↗Hua Hua, Dongxu Li, Ruiqi Li et al.6 citations
  80. TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion ↗Yiheng Sun, Tian Lu, Cong Wang et al.6 citations
  81. Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract) ↗Yutao Dou, Wei Li, Albert Y. Zomaya6 citations
  82. Two Compacted Models for Efficient Model-Based Diagnosis ↗Huisi Zhou, Dantong Ouyang, Xiangfu Zhao et al.6 citations
  83. Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text ↗Amrita Saha, Shafiq Joty, Steven C. H. Hoi6 citations
  84. A Calculus for Computing Structured Justifications for Election Outcomes ↗Arthur Boixel, Ulle Endriss, Ronald de Haan5 citations
  85. A Fusion-Denoising Attack on InstaHide with Data Augmentation ↗Xinjian Luo, Xiaokui Xiao, Yuncheng Wu et al.5 citations
  86. AI-Driven Road Condition Monitoring across Multiple Nations ↗Deeksha Arya, Sanjay Kumar Ghosh, Durga Toshniwal5 citations
  87. Active Sampling for Text Classification with Subinstance Level Queries ↗Shayok Chakraborty, Ankita Singh5 citations
  88. Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence ↗Alina Ene, Huy Lê Nguyễn5 citations
  89. An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity ↗Siddhartha Mishra, Nicholas Monath, Michael Boratko et al.5 citations
  90. AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms ↗Hang Xu, Kai Li, Haobo Fu et al.5 citations
  91. Balanced Self-Paced Learning for AUC Maximization ↗Bin Gu, Chenkang Zhang, Huan Xiong et al.5 citations
  92. Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization ↗Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu et al.5 citations
  93. Beyond GNNs: An Efficient Architecture for Graph Problems ↗Pranjal Awasthi, Abhimanyu Das, Sreenivas Gollapudi5 citations
  94. BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles ↗Yunxiang Zhang, Xiaojun Wan5 citations
  95. Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning ↗Jinghan Sun, Wei Fu Dong, Kai Ma et al.5 citations
  96. Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network ↗Yuqi Ren, Deyi Xiong5 citations
  97. Causal Discovery in Hawkes Processes by Minimum Description Length ↗Amirkasra Jalaldoust, Kateřina Hlaváčková‐Schindler, Claudia Plant5 citations
  98. Class Guided Channel Weighting Network for Fine-Grained Semantic Segmentation ↗Xiang Zhang, Wanqing Zhao, Hangzai Luo et al.5 citations
  99. Clustering Approach to Solve Hierarchical Classification Problem Complexity ↗Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh5 citations
  100. CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing ↗Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau5 citations

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