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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 2021: all accepted papers

2,330 papers · page 6 of 24 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)

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501. **[On the Tractability of SHAP Explanations ↗](https://doi.org/10.1609/aaai.v35i7.16806)**Guy Van den Broeck, Anton Lykov, Maximilian Schleich et al.*41 citations*
502. **[The Price of Neutrality for the Ranked Pairs Method ↗](https://doi.org/10.1609/aaai.v26i1.8250)**Markus Brill, Felix Fischer*41 citations*
503. **[Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment ↗](https://doi.org/10.1609/aaai.v35i4.16448)**Minying Zhang, Kai Liu, Yidong Li et al.*41 citations*
504. **[A Parameterized Runtime Analysis of Evolutionary Algorithms for the Euclidean Traveling Salesperson Problem ↗](https://doi.org/10.1609/aaai.v26i1.8273)**Andrew M. Sutton, Frank Neumann*40 citations*
505. **[A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection ↗](https://doi.org/10.1609/aaai.v35i15.17628)**Tian Shi, Liuqing Li, Ping Wang et al.*40 citations*
506. **[Composite Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v35i10.17075)**Xiaofeng Mao, Yuefeng Chen, Shuhui Wang et al.*40 citations*
507. **[Estimating Identifiable Causal Effects through Double Machine Learning ↗](https://doi.org/10.1609/aaai.v35i13.17438)**Yonghan Jung, Jin Wen Tian, Elias Bareinboim*40 citations*
508. **[Learning Accurate and Interpretable Decision Rule Sets from Neural Networks ↗](https://doi.org/10.1609/aaai.v35i5.16555)**Litao Qiao, Weijia Wang, Bill Lin*40 citations*
509. **[Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v35i16.17683)**Runzhe Zhan, Xuebo Liu, Derek F. Wong et al.*40 citations*
510. **[Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching ↗](https://doi.org/10.1609/aaai.v26i1.8324)**Pucktada Treeratpituk, Clyde Lee Giles*40 citations*
511. **[Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation ↗](https://doi.org/10.1609/aaai.v35i10.17122)**Bo Pang, Zhong‐Ping Jiang*40 citations*
512. **[‘Less Than One'-Shot Learning: Learning N Classes From M \< N Samples ↗](https://doi.org/10.1609/aaai.v35i11.17171)**Ilia Sucholutsky, Matthias Schonlau*40 citations*
513. **[AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses ↗](https://doi.org/10.1609/aaai.v35i4.16418)**Zixuan Xu, Banghuai Li, Ye Yuan et al.*39 citations*
514. **[Basing Decisions on Sentences in Decision Diagrams ↗](https://doi.org/10.1609/aaai.v26i1.8221)**Yexiang Xue, Arthur Choi, Adnan Y. Darwiche*39 citations*
515. **[Clustering Ensemble Meets Low-rank Tensor Approximation ↗](https://doi.org/10.1609/aaai.v35i9.16972)**Yuheng Jia, Hui Liu, Junhui Hou et al.*39 citations*
516. **[Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty ↗](https://doi.org/10.1609/aaai.v35i5.16568)**Guifeng Wang, Longbing Cao, Hongke Zhao et al.*39 citations*
517. **[Diverse Knowledge Distillation for End-to-End Person Search ↗](https://doi.org/10.1609/aaai.v35i4.16454)**Xinyu Zhang, Xinlong Wang, Jia-Wang Bian et al.*39 citations*
518. **[ExGAN: Adversarial Generation of Extreme Samples ↗](https://doi.org/10.1609/aaai.v35i8.16834)**Siddharth Bhatia, Arjit Jain, Bryan Hooi*39 citations*
519. **[Improving the Efficiency and Effectiveness for BERT-based Entity Resolution ↗](https://doi.org/10.1609/aaai.v35i15.17562)**Bing Li, Yukai Miao, Yaoshu Wang et al.*39 citations*
520. **[Interactive Narrative: A Novel Application of Artificial Intelligence for Computer Games ↗](https://doi.org/10.1609/aaai.v26i1.8447)**Mark Riedl, Vadim V. Bulitko*39 citations*
521. **[One-shot Graph Neural Architecture Search with Dynamic Search Space ↗](https://doi.org/10.1609/aaai.v35i10.17033)**Yanxi Li, Zean Wen, Yunhe Wang et al.*39 citations*
522. **[PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States ↗](https://doi.org/10.1609/aaai.v26i1.8436)**Eric Shieh, Bo An, Rong Yang et al.*39 citations*
523. **[Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning ↗](https://doi.org/10.1609/aaai.v26i1.8352)**Yan Liu, Sheng-hua Zhong, Wenjie Li*39 citations*
524. **[Security Games with Limited Surveillance ↗](https://doi.org/10.1609/aaai.v26i1.8236)**Bo An, David Kempe, Christopher D. Kiekintveld et al.*39 citations*
525. **[TIME: Text and Image Mutual-Translation Adversarial Networks ↗](https://doi.org/10.1609/aaai.v35i3.16305)**Bingchen Liu, Kunpeng Song, Yizhe Zhu et al.*39 citations*
526. **[Training Binary Neural Network without Batch Normalization for Image Super-Resolution ↗](https://doi.org/10.1609/aaai.v35i2.16263)**Xinrui Jiang, Nannan Wang, Jingwei Xin et al.*39 citations*
527. **[Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective ↗](https://doi.org/10.1609/aaai.v35i4.16441)**Chaoning Zhang, Philipp Benz, Adil Karjauv et al.*39 citations*
528. **[We Don't Speak the Same Language: Interpreting Polarization through Machine Translation ↗](https://doi.org/10.1609/aaai.v35i17.17748)**Ashiqur R. KhudaBukhsh, Rupak Sarkar, Mark S. Kamlet et al.*39 citations*
529. **[ACT: an Attentive Convolutional Transformer for Efficient Text Classification ↗](https://doi.org/10.1609/aaai.v35i15.17566)**Pengfei Li, Peixiang Zhong, Kezhi Mao et al.*38 citations*
530. **[Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers ↗](https://doi.org/10.1609/aaai.v35i2.16231)**Shijie Geng, Peng Gao, Moitreya Chatterjee et al.*38 citations*
531. **[Exploiting Learnable Joint Groups for Hand Pose Estimation ↗](https://doi.org/10.1609/aaai.v35i3.16287)**Moran Li, Yuan Gao, Nong Sang*38 citations*
532. **[Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision ↗](https://doi.org/10.1609/aaai.v35i10.17054)**Xingchao Liu, Mao Ye, Dengyong Zhou et al.*38 citations*
533. **[Predicting Forest Fire Using Remote Sensing Data And Machine Learning ↗](https://doi.org/10.1609/aaai.v35i17.17758)**Suwei Yang, Massimo Lupascu, Kuldeep S. Meel*38 citations*
534. **[Task Aligned Generative Meta-learning for Zero-shot Learning ↗](https://doi.org/10.1609/aaai.v35i10.17057)**Zhe Liu, Yun Li, Lina Yao et al.*38 citations*
535. **[VSQL: Variational Shadow Quantum Learning for Classification ↗](https://doi.org/10.1609/aaai.v35i9.17016)**Guangxi Li, Zhixin Song, Xin Wang*38 citations*
536. **[Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection ↗](https://doi.org/10.1609/aaai.v35i3.16290)**Shuai Li, Jianqiang Huang, Xian‐Sheng Hua et al.*37 citations*
537. **[Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference ↗](https://doi.org/10.1609/aaai.v26i1.8404)**Guy Van den Broeck, Jesse J. Davis*37 citations*
538. **[Continual Learning by Using Information of Each Class Holistically ↗](https://doi.org/10.1609/aaai.v35i9.16952)**Wenpeng Hu, Qi Qin, Mengyu Wang et al.*37 citations*
539. **[Disentangled Information Bottleneck ↗](https://doi.org/10.1609/aaai.v35i10.17120)**Ziqi Pan, Li Niu, Jianfu Zhang et al.*37 citations*
540. **[Distilling Localization for Self-Supervised Representation Learning ↗](https://doi.org/10.1609/aaai.v35i12.17312)**Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau et al.*37 citations*
541. **[Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction ↗](https://doi.org/10.1609/aaai.v35i1.16137)**Xiangyun Tang, Dongliang Liao, Weijie Huang et al.*37 citations*
542. **[Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v26i1.8175)**Adam Vogel, Deepak Ramachandran, Rakesh Gupta et al.*37 citations*
543. **[Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding ↗](https://doi.org/10.1609/aaai.v35i14.17477)**Yi Zhou, Shan Qing Hu, Mingyu Xiao et al.*37 citations*
544. **[Improving Twitter Retrieval by Exploiting Structural Information ↗](https://doi.org/10.1609/aaai.v26i1.8198)**Zhunchen Luo, Miles Osborne, Saša Petrović et al.*37 citations*
545. **[Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions ↗](https://doi.org/10.1609/aaai.v35i5.16559)**Siyu Ren, Kenny Qili Zhu*37 citations*
546. **[Learning from Crowds by Modeling Common Confusions ↗](https://doi.org/10.1609/aaai.v35i7.16730)**Zhendong Chu, Jing Ma, Hongning Wang*37 citations*
547. **[Learning from Demonstration for Goal-Driven Autonomy ↗](https://doi.org/10.1609/aaai.v26i1.8311)**Ben G. Weber, Michael Mateas, Arnav H. Jhala*37 citations*
548. **[Self-Supervised Sketch-to-Image Synthesis ↗](https://doi.org/10.1609/aaai.v35i3.16304)**Bingchen Liu, Yizhe Zhu, Kunpeng Song et al.*37 citations*
549. **[Tri-level Robust Clustering Ensemble with Multiple Graph Learning ↗](https://doi.org/10.1609/aaai.v35i12.17327)**Peng Zhou, Liang Du, Yi-Dong Shen et al.*37 citations*
550. **[An Efficient Transformer Decoder with Compressed Sub-layers ↗](https://doi.org/10.1609/aaai.v35i15.17572)**Yanyang Li, Ye Lin, Tong Xiao et al.*36 citations*
551. **[Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains ↗](https://doi.org/10.1609/aaai.v26i1.8259)**Tim Matthews, Sarvapali D. Ramchurn, Georgios Chalkiadakis*36 citations*
552. **[DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch ↗](https://doi.org/10.1609/aaai.v35i3.16351)**Xiaofeng Ruan, Yufan Liu, Bing Li et al.*36 citations*
553. **[Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing ↗](https://doi.org/10.1609/aaai.v35i14.17550)**Binyuan Hui, Ruiying Geng, Qiyu Ren et al.*36 citations*
554. **[Efficient Approximate Value Iteration for Continuous Gaussian POMDPs ↗](https://doi.org/10.1609/aaai.v26i1.8371)**Jur van den Berg, Sachin Patil, Ron Alterovitz*36 citations*
555. **[Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling ↗](https://doi.org/10.1609/aaai.v35i16.17642)**Jixuan Wang, Kai Wei, Martin Radfar et al.*36 citations*
556. **[If You Like Shapley Then You’ll Love the Core ↗](https://doi.org/10.1609/aaai.v35i6.16721)**Tom Yan, Ariel D. Procaccia*36 citations*
557. **[Influence-Based Abstraction for Multiagent Systems ↗](https://doi.org/10.1609/aaai.v26i1.8253)**Frans Adriaan Oliehoek, Stefan Witwicki, Leslie Pack Kaelbling*36 citations*
558. **[Interpreting Multivariate Shapley Interactions in DNNs ↗](https://doi.org/10.1609/aaai.v35i12.17299)**Hao Zhang, Yichen Xie, Longjie Zheng et al.*36 citations*
559. **[Online Learning in Variable Feature Spaces under Incomplete Supervision ↗](https://doi.org/10.1609/aaai.v35i5.16532)**Yi He, Xu Yuan, Sheng Chen et al.*36 citations*
560. **[Scalable and Safe Multi-Agent Motion Planning with Nonlinear Dynamics and Bounded Disturbances ↗](https://doi.org/10.1609/aaai.v35i13.17340)**Jingkai Chen, Jiaoyang Li, Chuchu Fan et al.*36 citations*
561. **[Shuffling Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v35i11.17136)**Michael Rotman, Lior Wolf*36 citations*
562. **[Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks ↗](https://doi.org/10.1609/aaai.v35i9.16975)**Yuqian Jiang, Suda Bharadwaj, Bo Wu et al.*36 citations*
563. **[Transfer Learning with Graph Co-Regularization ↗](https://doi.org/10.1609/aaai.v26i1.8290)**Mingsheng Long, Jianmin Wang, Guiguang Ding et al.*36 citations*
564. **[Balanced Open Set Domain Adaptation via Centroid Alignment ↗](https://doi.org/10.1609/aaai.v35i9.16977)**Mengmeng Jing, Jingjing Li, Lei Zhu et al.*35 citations*
565. **[CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts ↗](https://doi.org/10.1609/aaai.v35i16.17713)**Peixiang Zhong, Di Wang, Pengfei Li et al.*35 citations*
566. **[Construction of New Medicines via Game Proof Search ↗](https://doi.org/10.1609/aaai.v26i1.8331)**Abraham Heifets, Igor Jurišica*35 citations*
567. **[Cruising with a Battery-Powered Vehicle and Not Getting Stranded ↗](https://doi.org/10.1609/aaai.v26i1.8326)**Sabine Storandt, Stefan Funke*35 citations*
568. **[Deep Portfolio Optimization via Distributional Prediction of Residual Factors ↗](https://doi.org/10.1609/aaai.v35i1.16095)**Kentaro Imajo, Kentaro Minami, Katsuya Ito et al.*35 citations*
569. **[DropLoss for Long-Tail Instance Segmentation ↗](https://doi.org/10.1609/aaai.v35i2.16246)**Ting-I Hsieh, Esther Robb, Hwann-Tzong Chen et al.*35 citations*
570. **[Escaping Local Optima with Non-Elitist Evolutionary Algorithms ↗](https://doi.org/10.1609/aaai.v35i14.17457)**Duc-Cuong Dang, Anton V. Eremeev, Per Kristian Lehre*35 citations*
571. **[Interpretable Graph Capsule Networks for Object Recognition ↗](https://doi.org/10.1609/aaai.v35i2.16237)**Jindong Gu*35 citations*
572. **[Joint Semantic-geometric Learning for Polygonal Building Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16291)**Weijia Li, Wenqian Zhao, Huaping Zhong et al.*35 citations*
573. **[Open-Set Recognition with Gaussian Mixture Variational Autoencoders ↗](https://doi.org/10.1609/aaai.v35i8.16848)**Alexander Cao, Yuan Luo, Diego Klabjan*35 citations*
574. **[PointINet: Point Cloud Frame Interpolation Network ↗](https://doi.org/10.1609/aaai.v35i3.16324)**Fan Lü, Guang Chen, Sanqing Qu et al.*35 citations*
575. **[Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA ↗](https://doi.org/10.1609/aaai.v35i14.17556)**Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim et al.*35 citations*
576. **[Warm Starting CMA-ES for Hyperparameter Optimization ↗](https://doi.org/10.1609/aaai.v35i10.17109)**Masahiro Nomura, Shuhei Watanabe, Youhei Akimoto et al.*35 citations*
577. **[Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce ↗](https://doi.org/10.1609/aaai.v35i1.16097)**Houye Ji, Junxiong Zhu, Xiao Wang et al.*35 citations*
578. **[Compiling Model-Based Diagnosis to Boolean Satisfaction ↗](https://doi.org/10.1609/aaai.v26i1.8222)**Amit Metodi, Roni Stern, Meir Kalech et al.*34 citations*
579. **[Data Augmentation for Abstractive Query-Focused Multi-Document Summarization ↗](https://doi.org/10.1609/aaai.v35i15.17611)**Ramakanth Pasunuru, Aslı Çelikyılmaz, Michel Galley et al.*34 citations*
580. **[Deep Event Stereo Leveraged by Event-to-Image Translation ↗](https://doi.org/10.1609/aaai.v35i2.16171)**Soikat Hasan Ahmed, Hae Woong Jang, S. M. Nadim Uddin et al.*34 citations*
581. **[Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring ↗](https://doi.org/10.1609/aaai.v35i1.16076)**Zhen Chen, Jun Zhang, Shuanlong Che et al.*34 citations*
582. **[DramaQA: Character-Centered Video Story Understanding with Hierarchical QA ↗](https://doi.org/10.1609/aaai.v35i2.16203)**Seong-Ho Choi, Kyoung-Woon On, Yu‐Jung Heo et al.*34 citations*
583. **[Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation ↗](https://doi.org/10.1609/aaai.v35i13.17384)**Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem et al.*34 citations*
584. **[F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16308)**Daizong Liu, Dongdong Yu, Changhu Wang et al.*34 citations*
585. **[Meta-Transfer Learning for Low-Resource Abstractive Summarization ↗](https://doi.org/10.1609/aaai.v35i14.17503)**Yi-Syuan Chen, Hong-Han Shuai*34 citations*
586. **[NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation ↗](https://doi.org/10.1609/aaai.v35i16.17649)**Xiaoyang Wang, Chen Li, Jianqiao Zhao et al.*34 citations*
587. **[On Completeness Classes for Query Evaluation on Linked Data ↗](https://doi.org/10.1609/aaai.v26i1.8209)**Andreas Harth, Sebastian Speiser*34 citations*
588. **[Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning ↗](https://doi.org/10.1609/aaai.v35i2.16236)**Geonmo Gu, Byungsoo Ko, Han‐Gyu Kim*34 citations*
589. **[Simple Robust Grammar Induction with Combinatory Categorial Grammars ↗](https://doi.org/10.1609/aaai.v26i1.8355)**Yonatan Bisk, Julia Hockenmaier*34 citations*
590. **[Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines ↗](https://doi.org/10.1609/aaai.v35i10.17090)**Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi et al.*34 citations*
591. **[Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives ↗](https://doi.org/10.1609/aaai.v35i14.17459)**Benjamin Doerr, Weijie Zheng*34 citations*
592. **[Token-Aware Virtual Adversarial Training in Natural Language Understanding ↗](https://doi.org/10.1609/aaai.v35i9.17022)**Linyang Li, Xipeng Qiu*34 citations*
593. **[Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization ↗](https://doi.org/10.1609/aaai.v35i13.17374)**Shir Gur, Ameen Ali, Lior Wolf*34 citations*
594. **[A Case Study of the Shortcut Effects in Visual Commonsense Reasoning ↗](https://doi.org/10.1609/aaai.v35i4.16428)**Keren Ye, Adriana Kovashka*33 citations*
595. **[A Multi-Path Compilation Approach to Contingent Planning ↗](https://doi.org/10.1609/aaai.v26i1.8392)**Ronen I. Brafman, Guy Shani*33 citations*
596. **[Bias and Variance of Post-processing in Differential Privacy ↗](https://doi.org/10.1609/aaai.v35i12.17333)**Keyu Zhu, Pascal Van Hentenryck, Ferdinando Fioretto*33 citations*
597. **[Computing Optimal Strategies to Commit to in Stochastic Games ↗](https://doi.org/10.1609/aaai.v26i1.8267)**Joshua Letchford, Liam MacDermed, Vincent Conitzer et al.*33 citations*
598. **[Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient Algorithms ↗](https://doi.org/10.1609/aaai.v35i8.16851)**Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada*33 citations*
599. **[DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation ↗](https://doi.org/10.1609/aaai.v35i12.17266)**Zhicong Yan, Gaolei Li, Yuan Tian et al.*33 citations*
600. **[Disentangled Motif-aware Graph Learning for Phrase Grounding ↗](https://doi.org/10.1609/aaai.v35i15.17602)**Zongshen Mu, Siliang Tang, Jie Tan et al.*33 citations*

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