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

1,619 papers · page 9 of 17 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2022](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/)

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801. **[MLink: Linking Black-Box Models for Collaborative Multi-Model Inference ↗](https://doi.org/10.1609/aaai.v36i9.21180)**Mu Yuan, Lan Zhang, Xiang‐Yang Li*11 citations*
802. **[Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21590)**Hubert Baniecki, Przemysław Biecek*11 citations*
803. **[Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers ↗](https://doi.org/10.1609/aaai.v36i1.19941)**Zunlei Feng, Jiacong Hu, Sai Wu et al.*11 citations*
804. **[Natural Black-Box Adversarial Examples against Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i8.20876)**Mengran Yu, Shiliang Sun*11 citations*
805. **[Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels ↗](https://doi.org/10.1609/aaai.v36i8.20806)**Amila Silva, Ling Luo, Shanika A. Karunasekera et al.*11 citations*
806. **[Path-Specific Objectives for Safer Agent Incentives ↗](https://doi.org/10.1609/aaai.v36i9.21186)**Sebastian Farquhar, Ryan Carey, Tom Everitt*11 citations*
807. **[PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model ↗](https://doi.org/10.1609/aaai.v36i11.21480)**Zhiyuan Wang, Xovee Xu, Goce Trajcevski et al.*11 citations*
808. **[Probing Word Syntactic Representations in the Brain by a Feature Elimination Method ↗](https://doi.org/10.1609/aaai.v36i10.21427)**Xiaohan Zhang, Shaonan Wang, Nan Lin et al.*11 citations*
809. **[Proportional Public Decisions ↗](https://doi.org/10.1609/aaai.v36i5.20454)**Piotr Skowron, Adrian Gόrecki*11 citations*
810. **[Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability ↗](https://doi.org/10.1609/aaai.v36i10.21371)**Kyle Richardson, Ashish Sabharwal*11 citations*
811. **[Recovering the Propensity Score from Biased Positive Unlabeled Data ↗](https://doi.org/10.1609/aaai.v36i6.20624)**Walter Gerych, Thomas Hartvigsen, Luke Buquicchio et al.*11 citations*
812. **[Risk-Aware Stochastic Shortest Path ↗](https://doi.org/10.1609/aaai.v36i9.21222)**Tobias Meggendorfer*11 citations*
813. **[SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss ↗](https://doi.org/10.1609/aaai.v36i4.20375)**Konstantin Klemmer, Tianlin Xu, Beatrice Acciaio et al.*11 citations*
814. **[Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations ↗](https://doi.org/10.1609/aaai.v36i8.20914)**Zhuangdi Zhu, Kaixiang Lin, Bo Dai et al.*11 citations*
815. **[Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations ↗](https://doi.org/10.1609/aaai.v36i9.21190)**Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez et al.*11 citations*
816. **[Sim2Real Object-Centric Keypoint Detection and Description ↗](https://doi.org/10.1609/aaai.v36i5.20482)**Chengliang Zhong, Chao Yang, Fuchun Sun et al.*11 citations*
817. **[Smartphone-Based Game Development to Introduce K12 Students in Applied Artificial Intelligence ↗](https://doi.org/10.1609/aaai.v36i11.21554)**Sara Guerreiro-Santalla, Alma Mallo, Tamara Baamonde et al.*11 citations*
818. **[Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding ↗](https://doi.org/10.1609/aaai.v36i10.21411)**Xu Xiao, Libo Qin, Kaiji Chen et al.*11 citations*
819. **[UNISON: Unpaired Cross-Lingual Image Captioning ↗](https://doi.org/10.1609/aaai.v36i10.21310)**Jiahui Gao, Yi Xin Zhou, Philip L. H. Yu et al.*11 citations*
820. **[Wasserstein Unsupervised Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i6.20645)**Shuncheng He, Yuhang Jiang, Hongchang Zhang et al.*11 citations*
821. **[Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness ↗](https://doi.org/10.1609/aaai.v36i9.21182)**Carolyn Ashurst, Ryan Carey, Silvia Chiappa et al.*11 citations*
822. **[A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i9.21171)**Xueguang Lyu, Andrea Baisero, Yuchen Xiao et al.*10 citations*
823. **[A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection ↗](https://doi.org/10.1609/aaai.v36i10.21405)**Zhipeng Xie, Yumin Tu*10 citations*
824. **[A Synthetic Prediction Market for Estimating Confidence in Published Work ↗](https://doi.org/10.1609/aaai.v36i11.21733)**Sarah Michele Rajtmajer, Christopher H. Griffin, Jian Feng Wu et al.*10 citations*
825. **[An Experience Report of Executive-Level Artificial Intelligence Education in the United Arab Emirates ↗](https://doi.org/10.1609/aaai.v36i11.21555)**David Johnson, Mohammad Alsharid, Rasheed El-Bouri et al.*10 citations*
826. **[ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems ↗](https://doi.org/10.1609/aaai.v36i8.20809)**Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar et al.*10 citations*
827. **[Backprop-Free Reinforcement Learning with Active Neural Generative Coding ↗](https://doi.org/10.1609/aaai.v36i1.19876)**Alexander G. Ororbia, Ankur Mali*10 citations*
828. **[Bayesian Optimisation for Active Monitoring of Air Pollution ↗](https://doi.org/10.1609/aaai.v36i11.21448)**Sigrid Passano Hellan, Christopher G. Lucas, Nigel Goddard*10 citations*
829. **[Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations ↗](https://doi.org/10.1609/aaai.v36i10.21333)**Aditya A. Kalyanpur, Tom Breloff, David A. Ferrucci*10 citations*
830. **[Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites ↗](https://doi.org/10.1609/aaai.v36i11.21529)**Zakaria Mehrab, Mandy Wilson, Serina Y. Chang et al.*10 citations*
831. **[Deconvolutional Density Network: Modeling Free-Form Conditional Distributions ↗](https://doi.org/10.1609/aaai.v36i6.20567)**Bing Chen, Mazharul Islam, Jisuo Gao et al.*10 citations*
832. **[ER: Equivariance Regularizer for Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v36i5.20490)**Zongsheng Cao, Qianqian Xu, Zhiyong Yang et al.*10 citations*
833. **[Equal Bits: Enforcing Equally Distributed Binary Network Weights ↗](https://doi.org/10.1609/aaai.v36i2.20039)**Yunqiang Li, Silvia L. Pintea, Jan C. van Gemert*10 citations*
834. **[Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v36i11.21577)**Nicholas Halliwell*10 citations*
835. **[Fixation Maximization in the Positional Moran Process ↗](https://doi.org/10.1609/aaai.v36i9.21160)**Joachim Brendborg, Panagiotis Karras, Andreas Pavlogiannis et al.*10 citations*
836. **[Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v36i11.21699)**Kaleab Belay*10 citations*
837. **[Hierarchical Context Tagging for Utterance Rewriting ↗](https://doi.org/10.1609/aaai.v36i10.21331)**Lisa M. Jin, Linfeng Song, Lifeng Jin et al.*10 citations*
838. **[Idiomatic Expression Paraphrasing without Strong Supervision ↗](https://doi.org/10.1609/aaai.v36i10.21433)**Jianing Zhou, Ziheng Zeng, Hongyu Gong et al.*10 citations*
839. **[Interpretable Low-Resource Legal Decision Making ↗](https://doi.org/10.1609/aaai.v36i11.21438)**Rohan V Bhambhoria, Hui Liu, Samuel Dahan et al.*10 citations*
840. **[KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-training ↗](https://doi.org/10.1609/aaai.v36i10.21418)**Weizhe Yuan, Pengfei Liu*10 citations*
841. **[LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19887)**Jiarui Cai, Yizhou Wang, Hung-Min Hsu et al.*10 citations*
842. **[Learning to Identify Top Elo Ratings: A Dueling Bandits Approach ↗](https://doi.org/10.1609/aaai.v36i8.20860)**Xue Yan, Yali Du, Binxin Ru et al.*10 citations*
843. **[Making Translations to Classical Planning Competitive with Other HTN Planners ↗](https://doi.org/10.1609/aaai.v36i9.21203)**Gregor Behnke, Florian Pollitt, Daniel Höller et al.*10 citations*
844. **[Model-Based Diagnosis of Multi-Agent Systems: A Survey ↗](https://doi.org/10.1609/aaai.v36i11.21498)**Meir Kalech, Avraham Natan*10 citations*
845. **[Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion ↗](https://doi.org/10.1609/aaai.v36i5.20480)**Tianqi Tang, Heming Du, Xin Feng Yu et al.*10 citations*
846. **[Multi-Unit Auction in Social Networks with Budgets ↗](https://doi.org/10.1609/aaai.v36i5.20458)**Mingyu Xiao, Yuchao Song, Bakh Khoussainov*10 citations*
847. **[Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation ↗](https://doi.org/10.1609/aaai.v36i3.20175)**Shengsen Wu, Liang Chen, Yihang Lou et al.*10 citations*
848. **[PYLON: A PyTorch Framework for Learning with Constraints ↗](https://doi.org/10.1609/aaai.v36i11.21711)**Kareem Ahmed, Tao Li, Thy Ton et al.*10 citations*
849. **[Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows ↗](https://doi.org/10.1609/aaai.v36i11.21437)**Sourabh Balgi, Jose M. Peña, Adel Daoud*10 citations*
850. **[Predictive Maintenance for General Aviation Using Convolutional Transformers ↗](https://doi.org/10.1609/aaai.v36i11.21538)**Hong Yan Yang, Aidan LaBella, Travis Desell*10 citations*
851. **[Prototype-Based Explanations for Graph Neural Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21660)**Yong-Min Shin, Sunwoo Kim, Eun Bi Yoon et al.*10 citations*
852. **[REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos ↗](https://doi.org/10.1609/aaai.v36i2.20089)**Xianzheng Ma, Hossein Rahmani, Zhipeng Fan et al.*10 citations*
853. **[Real-Time Driver-Request Assignment in Ridesourcing ↗](https://doi.org/10.1609/aaai.v36i4.20299)**Hao Wang, Xiaohui Bei*10 citations*
854. **[Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i3.20145)**Hualiang Wang, Huanpeng Chu, Siming Fu et al.*10 citations*
855. **[Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime ↗](https://doi.org/10.1609/aaai.v36i8.20893)**Rui Zhang, Shihua Zhang*10 citations*
856. **[Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification ↗](https://doi.org/10.1609/aaai.v36i7.20777)**Anshuka Rangi, Long Tran-Thanh, Haifeng Xu et al.*10 citations*
857. **[Self-Supervised Object Localization with Joint Graph Partition ↗](https://doi.org/10.1609/aaai.v36i2.20127)**Yukun Su, Guosheng Lin, Yun Hao et al.*10 citations*
858. **[Subspace Differential Privacy ↗](https://doi.org/10.1609/aaai.v36i4.20315)**Jie Gao, Ruobin Gong, Fang-Yi Yu*10 citations*
859. **[TAG: Learning Timed Automata from Logs ↗](https://doi.org/10.1609/aaai.v36i4.20311)**Lénaïg Cornanguer, Christine Largouët, Laurence Rozé et al.*10 citations*
860. **[Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing ↗](https://doi.org/10.1609/aaai.v36i2.20079)**Zhili Liu, Jianhua Han, Lanqing Hong et al.*10 citations*
861. **[Tractable Abstract Argumentation via Backdoor-Treewidth ↗](https://doi.org/10.1609/aaai.v36i5.20501)**Wolfgang Dvořák, Markus Hecher, Matthias König et al.*10 citations*
862. **[TrustAL: Trustworthy Active Learning Using Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v36i7.20688)**Beong-woo Kwak, Youngwook Kim, Yu Jin Kim et al.*10 citations*
863. **[Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction ↗](https://doi.org/10.1609/aaai.v36i10.21342)**Dongfang Li, Baotian Hu, Qingcai Chen et al.*10 citations*
864. **[Universal and Tight Online Algorithms for Generalized-Mean Welfare ↗](https://doi.org/10.1609/aaai.v36i5.20406)**Siddharth Barman, Arindam Khan, Arnab Maiti*10 citations*
865. **[Unsupervised Editing for Counterfactual Stories ↗](https://doi.org/10.1609/aaai.v36i10.21290)**Jiangjie Chen, Chun Gan, Sijie Cheng et al.*10 citations*
866. **[Unsupervised Reinforcement Learning in Multiple Environments ↗](https://doi.org/10.1609/aaai.v36i7.20754)**Mirco Mutti, Mattia Mancassola, Marcello Restelli*10 citations*
867. **[Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models ↗](https://doi.org/10.1609/aaai.v36i11.21707)**Abigail Swenor*10 citations*
868. **[What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator ↗](https://doi.org/10.1609/aaai.v36i8.20820)**Hongyao Tang, Zhaopeng Meng, Jianye Hao et al.*10 citations*
869. **[A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback ↗](https://doi.org/10.1609/aaai.v36i4.20285)**Semih Çaycı, Yilin Zheng, Atilla Eryılmaz*9 citations*
870. **[An Optimal Transport Approach to Deep Metric Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21604)**Jason Dou, Lei Luo, Raymond Mingrui Yang*9 citations*
871. **[Bounding Quality in Diverse Planning ↗](https://doi.org/10.1609/aaai.v36i9.21216)**Michael Katz, Shirin Sohrabi, Octavian Udrea*9 citations*
872. **[Compilation of Aggregates in ASP Systems ↗](https://doi.org/10.1609/aaai.v36i5.20527)**Giuseppe Mazzotta, Francesco Ricca, Carmine Dodaro*9 citations*
873. **[Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection ↗](https://doi.org/10.1609/aaai.v36i1.19932)**Jinpeng Dong, Yuhao Huang, Songyi Zhang et al.*9 citations*
874. **[Cross-Modal Coherence for Text-to-Image Retrieval ↗](https://doi.org/10.1609/aaai.v36i10.21285)**Malihe Alikhani, Fangda Han, Hareesh Ravi et al.*9 citations*
875. **[CrowdFL: A Marketplace for Crowdsourced Federated Learning ↗](https://doi.org/10.1609/aaai.v36i11.21715)**Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim et al.*9 citations*
876. **[Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers ↗](https://doi.org/10.1609/aaai.v36i11.21706)**Eshika Saxena*9 citations*
877. **[DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions ↗](https://doi.org/10.1609/aaai.v36i11.21562)**Lin Ni, Qiming Bao, Xiaoxuan Li et al.*9 citations*
878. **[DeformRS: Certifying Input Deformations with Randomized Smoothing ↗](https://doi.org/10.1609/aaai.v36i6.20546)**Motasem Alfarra, Adel Bibi, Naeemullah Khan et al.*9 citations*
879. **[Demystifying the Chinese Social Credit System: A Case Study on AI-Powered Control Systems in China ↗](https://doi.org/10.1609/aaai.v36i11.21698)**Vishakha Agrawal*9 citations*
880. **[Designing a Human-in-the-Loop System for Object Detection in Floor Plans ↗](https://doi.org/10.1609/aaai.v36i11.21522)**Johannes Jakubik, Patrick Hemmer, Michael Vössing et al.*9 citations*
881. **[Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model ↗](https://doi.org/10.1609/aaai.v36i7.20773)**Xin Qiu, Risto P Miikkulainen*9 citations*
882. **[Differential Assessment of Black-Box AI Agents ↗](https://doi.org/10.1609/aaai.v36i9.21223)**Rashmeet Kaur Nayyar, Pulkit Verma, Siddharth Srivastava*9 citations*
883. **[Dual Task Framework for Improving Persona-Grounded Dialogue Dataset ↗](https://doi.org/10.1609/aaai.v36i10.21338)**Minju Kim, Beong-woo Kwak, Youngwook Kim et al.*9 citations*
884. **[Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge ↗](https://doi.org/10.1609/aaai.v36i10.21421)**Haodi Zhang, Zhichao Zeng, Keting Lu et al.*9 citations*
885. **[Enforcement Heuristics for Argumentation with Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i5.20497)**Dennis Craandijk, Floris Bex*9 citations*
886. **[Flex Distribution for Bounded-Suboptimal Multi-Agent Path Finding ↗](https://doi.org/10.1609/aaai.v36i9.21162)**Shao-Hung Chan, Jiaoyang Li, Graeme Gange et al.*9 citations*
887. **[Fractional Adaptive Linear Units ↗](https://doi.org/10.1609/aaai.v36i8.20882)**Julio Zamora, Anthony D. Rhodes, Lama Nachman*9 citations*
888. **[Generalized Dynamic Cognitive Hierarchy Models for Strategic Driving Behavior ↗](https://doi.org/10.1609/aaai.v36i5.20452)**Atrisha Sarkar, Kate S. Larson, Krzysztof Czarnecki*9 citations*
889. **[Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering ↗](https://doi.org/10.1609/aaai.v36i10.21382)**Peng Jia Shi, Patrick Ng, Feng Nan et al.*9 citations*
890. **[Heterogeneous Facility Location with Limited Resources ↗](https://doi.org/10.1609/aaai.v36i5.20427)**Argyrios Deligkas, Aris Filos-Ratsikas, Alexandros A. Voudouris*9 citations*
891. **[Hierarchical Image Generation via Transformer-Based Sequential Patch Selection ↗](https://doi.org/10.1609/aaai.v36i3.20199)**Xiaogang Xu, Ning Xu*9 citations*
892. **[Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration ↗](https://doi.org/10.1609/aaai.v36i10.21392)**Marco Valentino, Mokanarangan Thayaparan, Deborah Mendes Ferreira et al.*9 citations*
893. **[Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21670)**Bibek Upadhayay, Vahid Behzadan*9 citations*
894. **[Imbalance-Aware Uplift Modeling for Observational Data ↗](https://doi.org/10.1609/aaai.v36i6.20581)**Xuanying Chen, Zhining Liu, Li Yu et al.*9 citations*
895. **[Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations ↗](https://doi.org/10.1609/aaai.v36i2.20123)**Zhan Shi, Yilin Shen, Hongxia Jin et al.*9 citations*
896. **[Learning Logic Programs Though Divide, Constrain, and Conquer ↗](https://doi.org/10.1609/aaai.v36i6.20596)**Andrew Cropper*9 citations*
897. **[Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i8.20915)**Roy Zohar, Shie Mannor, Guy Tennenholtz*9 citations*
898. **[Machine Learning for Utility Prediction in Argument-Based Computational Persuasion ↗](https://doi.org/10.1609/aaai.v36i5.20499)**Ivan Donadello, Anthony Hunter, Stefano Teso et al.*9 citations*
899. **[Monotone Abstractions in Ontology-Based Data Management ↗](https://doi.org/10.1609/aaai.v36i5.20495)**Gianluca Cima, Marco Console, Maurizio Lenzerini B et al.*9 citations*
900. **[Multi-Knowledge Aggregation and Transfer for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20077)**Yuang Liu, Wei Zhang, Jun Wang*9 citations*

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