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

1,619 papers · page 7 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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601. **[Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining ↗](https://doi.org/10.1609/aaai.v36i11.21542)**Xin Wang, Amin Hosseininasab, Pablo Colunga et al.*18 citations*
602. **[Visual Consensus Modeling for Video-Text Retrieval ↗](https://doi.org/10.1609/aaai.v36i1.19891)**Shuqiang Cao, Bairui Wang, Wei Zhang et al.*18 citations*
603. **[fGOT: Graph Distances Based on Filters and Optimal Transport ↗](https://doi.org/10.1609/aaai.v36i7.20738)**Hermina Petric Maretić, Mireille El Gheche, Giovanni Chierchia et al.*18 citations*
604. **[An Exact Algorithm with New Upper Bounds for the Maximum k-Defective Clique Problem in Massive Sparse Graphs ↗](https://doi.org/10.1609/aaai.v36i9.21257)**Jian Gao, Zhenghang Xu, Ruizhi Li et al.*17 citations*
605. **[Bayesian Optimization over Permutation Spaces ↗](https://doi.org/10.1609/aaai.v36i6.20604)**Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa et al.*17 citations*
606. **[CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20107)**Yu Qiao, Jincheng Zhu, Chengjiang Long et al.*17 citations*
607. **[Contrastive Instruction-Trajectory Learning for Vision-Language Navigation ↗](https://doi.org/10.1609/aaai.v36i2.20050)**Xiwen Liang, Fengda Zhu, Yi Zhu et al.*17 citations*
608. **[Disentangled Spatiotemporal Graph Generative Models ↗](https://doi.org/10.1609/aaai.v36i6.20607)**Yuanqi Du, Xiaojie Guo, Hengning Cao et al.*17 citations*
609. **[Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method ↗](https://doi.org/10.1609/aaai.v36i7.20685)**James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck*17 citations*
610. **[Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention ↗](https://doi.org/10.1609/aaai.v36i3.20205)**Kun Yan, Chenbin Zhang, Jun Hou et al.*17 citations*
611. **[Interpretable Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v36i2.20015)**Chao Li, Kelu Yao, Jin Wang et al.*17 citations*
612. **[Learning the Physics of Particle Transport via Transformers ↗](https://doi.org/10.1609/aaai.v36i11.21466)**Oscar Pastor‐Serrano, Zoltán Perkó*17 citations*
613. **[Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement ↗](https://doi.org/10.1609/aaai.v36i4.20355)**Fuwei Zhang, Zhao Zhang, Xiang Ao et al.*17 citations*
614. **[Multi-Scale Distillation from Multiple Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v36i4.20354)**Chunhai Zhang, Jie Liu, Kai Dang et al.*17 citations*
615. **[SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation ↗](https://doi.org/10.1609/aaai.v36i8.20824)**Wanjie Tao, Yu Li, Liangyue Li et al.*17 citations*
616. **[Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing ↗](https://doi.org/10.1609/aaai.v36i7.20766)**Joonhyung Park, June Yong Yang, Jinwoo Shin et al.*17 citations*
617. **[Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds ↗](https://doi.org/10.1609/aaai.v36i8.20802)**Zhenbo Shi, Zhi Chen, Zhenbo Xu et al.*17 citations*
618. **[Task-Level Self-Supervision for Cross-Domain Few-Shot Learning ↗](https://doi.org/10.1609/aaai.v36i3.20230)**Wang Yuan, Zhizhong Zhang, Cong Wang et al.*17 citations*
619. **[A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse ↗](https://doi.org/10.1609/aaai.v36i7.20706)**Junyi Li, Bin Gu, Heng Huang*16 citations*
620. **[AI Driven Accounts Payable Transformation ↗](https://doi.org/10.1609/aaai.v36i11.21506)**Tarun Tater, Neelamadhav Gantayat, Sampath Dechu et al.*16 citations*
621. **[Achieving Long-Term Fairness in Sequential Decision Making ↗](https://doi.org/10.1609/aaai.v36i9.21188)**Yaowei Hu, Lu Zhang*16 citations*
622. **[Adversarial Bone Length Attack on Action Recognition ↗](https://doi.org/10.1609/aaai.v36i2.20132)**Nariki Tanaka, Hiroshi Kera, Kazuhiko Kawamoto*16 citations*
623. **[Adversarial Learning from Crowds ↗](https://doi.org/10.1609/aaai.v36i5.20467)**Pengpeng Chen, Hailong Sun, Yongqiang Yang et al.*16 citations*
624. **[Chess as a Testbed for Language Model State Tracking ↗](https://doi.org/10.1609/aaai.v36i10.21390)**Shubham Toshniwal, Sam Wiseman, Karen Livescu et al.*16 citations*
625. **[Differentially Private Normalizing Flows for Synthetic Tabular Data Generation ↗](https://doi.org/10.1609/aaai.v36i7.20697)**Jae Wook Lee, Minjung Kim, Yonghyun Jeong et al.*16 citations*
626. **[Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates ↗](https://doi.org/10.1609/aaai.v36i7.20702)**Dan Ley, Umang Bhatt, Adrian Weller*16 citations*
627. **[Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework ↗](https://doi.org/10.1609/aaai.v36i4.20293)**Elias B. Khalil, Pashootan Vaezipoor, Bistra Dilkina*16 citations*
628. **[From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension ↗](https://doi.org/10.1609/aaai.v36i10.21293)**Nuo Chen, Linjun Shou, Ming Gong et al.*16 citations*
629. **[How to Find a Good Explanation for Clustering? ↗](https://doi.org/10.1609/aaai.v36i4.20306)**Sayan Bandyapadhyay, Fedor V. Fomin, Petr A. Golovach et al.*16 citations*
630. **[Improved Gradient-Based Adversarial Attacks for Quantized Networks ↗](https://doi.org/10.1609/aaai.v36i6.20637)**Kartik Gupta, Thalaiyasingam Ajanthan*16 citations*
631. **[Improving Scene Graph Classification by Exploiting Knowledge from Texts ↗](https://doi.org/10.1609/aaai.v36i2.20116)**Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt et al.*16 citations*
632. **[Introducing Symmetries to Black Box Meta Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i7.20681)**Louis Kirsch, Sebastian Flennerhag, Hado P. van Hasselt et al.*16 citations*
633. **[LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data ↗](https://doi.org/10.1609/aaai.v36i11.21469)**Dilini Rajapaksha, Christoph Bergmeir*16 citations*
634. **[Learning Disentangled Classification and Localization Representations for Temporal Action Localization ↗](https://doi.org/10.1609/aaai.v36i3.20277)**Zixin Zhu, Le Wang, Wei Tang et al.*16 citations*
635. **[MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation ↗](https://doi.org/10.1609/aaai.v36i8.20879)**Zhongzhi Yu, Yonggan Fu, Sicheng Li et al.*16 citations*
636. **[MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks ↗](https://doi.org/10.1609/aaai.v36i3.20274)**Wentao Zhu, Zhuoqian Yang, Ziang Di et al.*16 citations*
637. **[Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network ↗](https://doi.org/10.1609/aaai.v36i5.20492)**Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng et al.*16 citations*
638. **[Non-parametric Online Learning from Human Feedback for Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v36i10.21395)**Dongqi Wang, Haoran Wei, Zhirui Zhang et al.*16 citations*
639. **[Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation ↗](https://doi.org/10.1609/aaai.v36i10.21304)**Nicholas Egan, Oleg Vasilyev, John Bohannon*16 citations*
640. **[Reference-Based Speech Enhancement via Feature Alignment and Fusion Network ↗](https://doi.org/10.1609/aaai.v36i10.21419)**Huanjing Yue, Wenxin Duo, Xiulian Peng et al.*16 citations*
641. **[Reinforcement Learning with Stochastic Reward Machines ↗](https://doi.org/10.1609/aaai.v36i6.20594)**Jan Corazza, Ivan Gavran, Daniel Neider*16 citations*
642. **[Rendering-Aware HDR Environment Map Prediction from a Single Image ↗](https://doi.org/10.1609/aaai.v36i3.20190)**Jun-Peng Xu, Chenyu Zuo, Fang‐Lue Zhang et al.*16 citations*
643. **[Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence ↗](https://doi.org/10.1609/aaai.v36i11.21558)**Ana Lučić, Maurits Bleeker, Sami Jullien et al.*16 citations*
644. **[Robust Optimal Classification Trees against Adversarial Examples ↗](https://doi.org/10.1609/aaai.v36i8.20829)**Daniël Vos, Sicco Verwer*16 citations*
645. **[SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems ↗](https://doi.org/10.1609/aaai.v36i10.21341)**Harrison Lee, Raghav Gupta, Abhinav Rastogi et al.*16 citations*
646. **[Shard Systems: Scalable, Robust and Persistent Multi-Agent Path Finding with Performance Guarantees ↗](https://doi.org/10.1609/aaai.v36i9.21170)**Christopher Leet, Jiaoyang Li, Sven Koenig*16 citations*
647. **[Solving PDE-Constrained Control Problems Using Operator Learning ↗](https://doi.org/10.1609/aaai.v36i4.20373)**Rakhoon Hwang, Jae Yong Lee, Jin Young Shin et al.*16 citations*
648. **[TiGAN: Text-Based Interactive Image Generation and Manipulation ↗](https://doi.org/10.1609/aaai.v36i3.20270)**Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu et al.*16 citations*
649. **[Transformer Uncertainty Estimation with Hierarchical Stochastic Attention ↗](https://doi.org/10.1609/aaai.v36i10.21364)**Jiahuan Pei, Cheng Wang, György Szarvas*16 citations*
650. **[iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control ↗](https://doi.org/10.1609/aaai.v36i11.21440)**Xiaoyan Cao, Yao Yao, Lanqing Li et al.*16 citations*
651. **[A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations ↗](https://doi.org/10.1609/aaai.v36i7.20756)**Krishna Prasad Neupane, Ervine Zheng, Yu Kong et al.*15 citations*
652. **[A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data ↗](https://doi.org/10.1609/aaai.v36i7.20707)**Yan Li, Rui Xia, Chunchen Liu et al.*15 citations*
653. **[Conditional Generative Model Based Predicate-Aware Query Approximation ↗](https://doi.org/10.1609/aaai.v36i8.20800)**Nikhil Sheoran, Subrata Mitra, Vibhor Porwal et al.*15 citations*
654. **[Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation ↗](https://doi.org/10.1609/aaai.v36i3.20210)**Chih-Chun Yang, Wan-Cyuan Fan, Cheng-Fu Yang et al.*15 citations*
655. **[DetIE: Multilingual Open Information Extraction Inspired by Object Detection ↗](https://doi.org/10.1609/aaai.v36i10.21393)**Michael Vasilkovsky, Anton Alekseev, Valentin Andreevich Malykh et al.*15 citations*
656. **[Heterogeneous Peer Effects in the Linear Threshold Model ↗](https://doi.org/10.1609/aaai.v36i4.20336)**Christopher Tran, Elena Zheleva*15 citations*
657. **[Input-Specific Robustness Certification for Randomized Smoothing ↗](https://doi.org/10.1609/aaai.v36i6.20579)**Ruoxin Chen, Jie Li, Junchi Yan et al.*15 citations*
658. **[Intelligent Online Selling Point Extraction for E-commerce Recommendation ↗](https://doi.org/10.1609/aaai.v36i11.21501)**Xiaojie Guo, Shugen Wang, Hanqing Zhao et al.*15 citations*
659. **[Learngene: From Open-World to Your Learning Task ↗](https://doi.org/10.1609/aaai.v36i8.20833)**Qiufeng Wang, Xin Geng, Shuxia Lin et al.*15 citations*
660. **[Learning from Label Proportions with Prototypical Contrastive Clustering ↗](https://doi.org/10.1609/aaai.v36i2.20112)**Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira*15 citations*
661. **[MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation ↗](https://doi.org/10.1609/aaai.v36i10.21420)**Chen Zhang, Luis Fernando D’Haro, Thomas Friedrichs et al.*15 citations*
662. **[Matching Market Design with Constraints ↗](https://doi.org/10.1609/aaai.v36i11.21495)**Haris Aziz, Péter Bíró, Makoto Yokoo*15 citations*
663. **[Maximizing Nash Social Welfare in 2-Value Instances ↗](https://doi.org/10.1609/aaai.v36i5.20402)**Hannaneh Akrami, Bhaskar Ray Chaudhury, Martin Hoefer et al.*15 citations*
664. **[On the Computation of Necessary and Sufficient Explanations ↗](https://doi.org/10.1609/aaai.v36i5.20498)**Adnan Y. Darwiche, Chunxi Ji*15 citations*
665. **[On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets ↗](https://doi.org/10.1609/aaai.v36i10.21295)**Cheng-Han Chiang, Hung-yi Lee*15 citations*
666. **[Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings ↗](https://doi.org/10.1609/aaai.v36i6.20628)**Xiuwen Gong, Dong Yuan, Wei Bao*15 citations*
667. **[Reverse Differentiation via Predictive Coding ↗](https://doi.org/10.1609/aaai.v36i7.20788)**Tommaso Salvatori, Yuhang Song, Zhenghua Xu et al.*15 citations*
668. **[SCALoss: Side and Corner Aligned Loss for Bounding Box Regression ↗](https://doi.org/10.1609/aaai.v36i3.20265)**Tu Zheng, Shuai Zhao, Yang Liu et al.*15 citations*
669. **[Sentence Simplification Capabilities of Transfer-Based Models ↗](https://doi.org/10.1609/aaai.v36i11.21477)**Sanja Štajner, Kim Cheng Sheang, Horacio Saggion*15 citations*
670. **[SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation ↗](https://doi.org/10.1609/aaai.v36i3.20266)**Dongzhan Zhou, Xinchi Zhou, Di Hu et al.*15 citations*
671. **[SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers ↗](https://doi.org/10.1609/aaai.v36i2.20067)**Lin Liu, Shanxin Yuan, Jianzhuang Liu et al.*15 citations*
672. **[The Perils of Learning Before Optimizing ↗](https://doi.org/10.1609/aaai.v36i4.20284)**Chris Cameron, Jason Hartford, Taylor Lundy et al.*15 citations*
673. **[Training on the Test Set: Mapping the System-Problem Space in AI ↗](https://doi.org/10.1609/aaai.v36i11.21487)**José Hernández‐Orallo, Wout Schellaert, Fernando Martínez‐Plumed*15 citations*
674. **[Transcoded Video Restoration by Temporal Spatial Auxiliary Network ↗](https://doi.org/10.1609/aaai.v36i3.20192)**Li Xu, Gang He, Jinjia Zhou et al.*15 citations*
675. **[Unsupervised Deep Keyphrase Generation ↗](https://doi.org/10.1609/aaai.v36i10.21381)**Xianjie Shen, Yinghan Wang, Rui Meng et al.*15 citations*
676. **[Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v36i8.20904)**Guangxiang Zhao, Wenkai Yang, Xuancheng Ren et al.*15 citations*
677. **[A*+BFHS: A Hybrid Heuristic Search Algorithm ↗](https://doi.org/10.1609/aaai.v36i9.21253)**Zhaoxing Bu, Richard E. Korf*14 citations*
678. **[AnchorFace: Boosting TAR@FAR for Practical Face Recognition ↗](https://doi.org/10.1609/aaai.v36i2.20063)**Jiaheng Liu, Haoyu Qin, Yichao Wu et al.*14 citations*
679. **[Assessing a Single Image in Reference-Guided Image Synthesis ↗](https://doi.org/10.1609/aaai.v36i1.19956)**Jiayi Guo, Chaoqun Du, Jiangshan Wang et al.*14 citations*
680. **[Axiomatization of Aggregates in Answer Set Programming ↗](https://doi.org/10.1609/aaai.v36i5.20504)**Jorge Fandinno, Zachary Hansen, Yuliya Lierler*14 citations*
681. **[Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i8.20897)**Yuheng Zhang, Hanghang Tong, Yinglong Xia et al.*14 citations*
682. **[Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae ↗](https://doi.org/10.1609/aaai.v36i9.21221)**Weilin Luo, Pingjia Liang, Jianfeng Du et al.*14 citations*
683. **[Consent as a Foundation for Responsible Autonomy ↗](https://doi.org/10.1609/aaai.v36i11.21494)**Munindar P. Singh*14 citations*
684. **[Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games ↗](https://doi.org/10.1609/aaai.v36i5.20457)**Kai Wang, Lily Xu, Andrew Perrault et al.*14 citations*
685. **[Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance ↗](https://doi.org/10.1609/aaai.v36i7.20769)**João P. Belo Pereira, Erik S.G. Stroes, Aeilko Having Zwinderman et al.*14 citations*
686. **[Deep Movement Primitives: Toward Breast Cancer Examination Robot ↗](https://doi.org/10.1609/aaai.v36i11.21472)**Oluwatoyin Sanni, Giorgio Bonvicini, Muhammad Arshad Khan et al.*14 citations*
687. **[Discovering State and Action Abstractions for Generalized Task and Motion Planning ↗](https://doi.org/10.1609/aaai.v36i5.20475)**Aidan Curtis, Tom Silver, Joshua B. Tenenbaum et al.*14 citations*
688. **[Efficient Compact Bilinear Pooling via Kronecker Product ↗](https://doi.org/10.1609/aaai.v36i3.20225)**Tan Yu, Yunfeng Cai, Ping Li*14 citations*
689. **[Forecasting Asset Dependencies to Reduce Portfolio Risk ↗](https://doi.org/10.1609/aaai.v36i4.20361)**Haoren Zhu, Shih-Yang Liu, Pengfei Zhao et al.*14 citations*
690. **[GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v36i8.20851)**Renchunzi Xie, Hongxin Wei, Lei Feng et al.*14 citations*
691. **[Generalization in Mean Field Games by Learning Master Policies ↗](https://doi.org/10.1609/aaai.v36i9.21173)**Sarah Perrin, Mathieu Laurière, Julien Pérolat et al.*14 citations*
692. **[Goal Recognition as Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i9.21198)**Leonardo Amado, Reuth Mirsky, Felipe Rech Meneguzzi*14 citations*
693. **[Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection ↗](https://doi.org/10.1609/aaai.v36i2.20075)**Xinpeng Liu, Cewu Lu, Cewu Lu*14 citations*
694. **[Improving Bayesian Neural Networks by Adversarial Sampling ↗](https://doi.org/10.1609/aaai.v36i9.21250)**Jiaru Zhang, Hua Yang, Tao Song et al.*14 citations*
695. **[InsCLR: Improving Instance Retrieval with Self-Supervision ↗](https://doi.org/10.1609/aaai.v36i1.19930)**Zelu Deng, Yujie Zhong, Sheng Guo et al.*14 citations*
696. **[Leashing the Inner Demons: Self-Detoxification for Language Models ↗](https://doi.org/10.1609/aaai.v36i10.21406)**Canwen Xu, Zexue He, Zhankui He et al.*14 citations*
697. **[Lifelong Generative Modelling Using Dynamic Expansion Graph Model ↗](https://doi.org/10.1609/aaai.v36i8.20867)**Fei Ye, Adrian G. Borş*14 citations*
698. **[Market Design for Drone Traffic Management ↗](https://doi.org/10.1609/aaai.v36i11.21493)**Sven Seuken, Paul Friedrich, Ludwig Dierks*14 citations*
699. **[NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming ↗](https://doi.org/10.1609/aaai.v36i9.21218)**Luke Kenworthy, Siddharth Nayak, Christopher Chin et al.*14 citations*
700. **[Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data ↗](https://doi.org/10.1609/aaai.v36i4.20346)**Xiao-Ming Wu, Xin Luo, Yu-Wei Zhan et al.*14 citations*

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