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# Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 9 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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801. **[A Hybrid Probabilistic Approach for Table Understanding ↗](https://doi.org/10.1609/aaai.v35i5.16562)**Kexuan Sun, Harsha Rayudu, Jay Pujara*23 citations*
802. **[A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large Conferences ↗](https://doi.org/10.1609/aaai.v35i6.16610)**Ivan Stelmakh, Nihar B. Shah, Aarti Singh et al.*23 citations*
803. **[Alpha-Beta Pruning for Games with Simultaneous Moves ↗](https://doi.org/10.1609/aaai.v26i1.8148)**Abdallah Saffidine, Hilmar Finnsson, Michael Buro*23 citations*
804. **[Attribute-Guided Adversarial Training for Robustness to Natural Perturbations ↗](https://doi.org/10.1609/aaai.v35i9.16927)**Tejas Gokhale, Rushil Anirudh, Bhavya Kailkhura et al.*23 citations*
805. **[Compressed Least-Squares Regression on Sparse Spaces ↗](https://doi.org/10.1609/aaai.v26i1.8303)**Mahdi Milani Fard, Yuri Grinberg, Joëlle Pineau et al.*23 citations*
806. **[Convex Kernelized Sorting ↗](https://doi.org/10.1609/aaai.v26i1.8314)**Nemanja Djuric, Mihajlo Grbovic, Slobodan Vučetić*23 citations*
807. **[Degree Planning with PLAN-BERT: Multi-Semester Recommendation Using Future Courses of Interest ↗](https://doi.org/10.1609/aaai.v35i17.17751)**Erzhuo Shao, Shiyuan Guo, Zachary A. Pardos*23 citations*
808. **[Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path ↗](https://doi.org/10.1609/aaai.v35i11.17217)**Lili Wang, Chongyang Gao, Cheng‐Han Huang et al.*23 citations*
809. **[Exact Lifted Inference with Distinct Soft Evidence on Every Object ↗](https://doi.org/10.1609/aaai.v26i1.8402)**Hung Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz*23 citations*
810. **[Exploiting Behavioral Consistence for Universal User Representation ↗](https://doi.org/10.1609/aaai.v35i5.16527)**Jie Gu, Feng Wang, Qinghui Sun et al.*23 citations*
811. **[Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach ↗](https://doi.org/10.1609/aaai.v35i7.16753)**Suping Zhou, Jia Jia, Zhiyong Wu et al.*23 citations*
812. **[Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers ↗](https://doi.org/10.1609/aaai.v35i6.16628)**Philipp Geiger, Christoph-Nikolas Straehle*23 citations*
813. **[Learning from Noisy Labels with Complementary Loss Functions ↗](https://doi.org/10.1609/aaai.v35i11.17213)**Deng-Bao Wang, Yong Jiang Wen, Lujia Pan et al.*23 citations*
814. **[Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning ↗](https://doi.org/10.1609/aaai.v26i1.8302)**Diane Oyen, Terran D.R. Lane*23 citations*
815. **[MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements ↗](https://doi.org/10.1609/aaai.v35i10.17031)**Yang Li, Yu Shen, Jiawei Jiang et al.*23 citations*
816. **[OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport ↗](https://doi.org/10.1609/aaai.v35i10.17113)**Derek Onken, Samy Wu Fung, Xingjian Li et al.*23 citations*
817. **[One-shot Face Reenactment Using Appearance Adaptive Normalization ↗](https://doi.org/10.1609/aaai.v35i4.16427)**Guangming Yao, Yi Yuan, Tianjia Shao et al.*23 citations*
818. **[Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16300)**Fanchao Lin, Hongtao Xie, Yan Li et al.*23 citations*
819. **[Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition ↗](https://doi.org/10.1609/aaai.v35i13.17348)**Thomy Phan, Lenz Belzner, Thomas Gabor et al.*23 citations*
820. **[Semi-Supervised Kernel Matching for Domain Adaptation ↗](https://doi.org/10.1609/aaai.v26i1.8292)**Min Xiao, Yuhong Guo*23 citations*
821. **[Seven Challenges in Parallel SAT Solving ↗](https://doi.org/10.1609/aaai.v26i1.8438)**Youssef Hamadi, Christoph M. Wintersteiger*23 citations*
822. **[Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network ↗](https://doi.org/10.1609/aaai.v35i9.16991)**Jong-Yeong Kim, Dong-Wan Choi*23 citations*
823. **[Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation ↗](https://doi.org/10.1609/aaai.v35i3.16369)**Jilin Tang, Yi Yuan, Tianjia Shao et al.*23 citations*
824. **[Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation ↗](https://doi.org/10.1609/aaai.v35i11.17151)**Jun-Hong Shen, Lin Forrest Yang*23 citations*
825. **[A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints ↗](https://doi.org/10.1609/aaai.v35i9.16979)**Krishna C. Kalagarla, Rahul Jain, Pierluigi Nuzzo*22 citations*
826. **[An Intelligent Battery Controller Using Bias-Corrected Q-learning ↗](https://doi.org/10.1609/aaai.v26i1.8164)**Donghun Lee, Warren B. Powell*22 citations*
827. **[An Object-Based Bayesian Framework for Top-Down Visual Attention ↗](https://doi.org/10.1609/aaai.v26i1.8334)**Ali Borji, Dicky N. Sihite, Laurent Itti*22 citations*
828. **[BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees ↗](https://doi.org/10.1609/aaai.v35i7.16755)**Zhongxuan Cai, Minglong Li, Wanrong Huang et al.*22 citations*
829. **[Conceptualized and Contextualized Gaussian Embedding ↗](https://doi.org/10.1609/aaai.v35i15.17613)**Qian Chen, Fuli Feng, Lijie Wen et al.*22 citations*
830. **[Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning ↗](https://doi.org/10.1609/aaai.v35i4.16447)**Jingran Zhang, Xing Xu, Fumin Shen et al.*22 citations*
831. **[Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models ↗](https://doi.org/10.1609/aaai.v35i12.17240)**Ruiyuan Wu, Anna Scaglione, Hoi-To Wai et al.*22 citations*
832. **[HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders ↗](https://doi.org/10.1609/aaai.v35i17.17762)**Wenting Zhao, Shufeng Kong, Junwen Bai et al.*22 citations*
833. **[HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions ↗](https://doi.org/10.1609/aaai.v35i15.17568)**Shaobo Li, Xiaoguang Li, Lifeng Shang et al.*22 citations*
834. **[Improving Request Compliance through Robot Affect ↗](https://doi.org/10.1609/aaai.v26i1.8384)**Lilia V. Moshkina*22 citations*
835. **[Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs ↗](https://doi.org/10.1609/aaai.v35i9.16937)**Aria HasanzadeZonuzy, Archana Bura, Dileep M. Kalathil et al.*22 citations*
836. **[MCTS Based on Simple Regret ↗](https://doi.org/10.1609/aaai.v26i1.8126)**David Tolpin, Solomon Eyal Shimony*22 citations*
837. **[MetaAugment: Sample-Aware Data Augmentation Policy Learning ↗](https://doi.org/10.1609/aaai.v35i12.17324)**Fengwei Zhou, Jiawei Li, Chuanlong Xie et al.*22 citations*
838. **[Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction ↗](https://doi.org/10.1609/aaai.v35i5.16603)**Qiang Zhou, Jingjing Gu, Xinjiang Lu et al.*22 citations*
839. **[Planning in Factored Action Spaces with Symbolic Dynamic Programming ↗](https://doi.org/10.1609/aaai.v26i1.8364)**Aswin Raghavan, Saket Joshi, Alan Fern et al.*22 citations*
840. **[Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data ↗](https://doi.org/10.1609/aaai.v35i17.17729)**Boyo Chen, Buo‐Fu Chen, Yun-Nung Chen*22 citations*
841. **[Regret Bounds for Batched Bandits ↗](https://doi.org/10.1609/aaai.v35i8.16901)**Hossein Esfandiari, Amin Karbasi, Abbas Mehrabian et al.*22 citations*
842. **[Rejection Sampling for Weighted Jaccard Similarity Revisited ↗](https://doi.org/10.1609/aaai.v35i5.16543)**Xiaoyun Li, Ping Li*22 citations*
843. **[Robust Finite-State Controllers for Uncertain POMDPs ↗](https://doi.org/10.1609/aaai.v35i13.17401)**Murat Cubuktepe, Nils Jansen, Sebastian Junges et al.*22 citations*
844. **[Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model ↗](https://doi.org/10.1609/aaai.v35i11.17221)**Qizhou Wang, Bo Han, Tongliang Liu et al.*22 citations*
845. **[The Complexity of Planning Revisited — A Parameterized Analysis ↗](https://doi.org/10.1609/aaai.v26i1.8361)**Christer Bäckström, Yue Chen, Peter Jönsson et al.*22 citations*
846. **[Usage-Centric Benchmarking of RDF Triple Stores ↗](https://doi.org/10.1609/aaai.v26i1.8448)**Mohamed Morsey, Jens Lehmann, Sören Auer et al.*22 citations*
847. **[Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users ↗](https://doi.org/10.1609/aaai.v35i17.17733)**Moussa Doumbouya, Lisa Einstein, Chris Piech*22 citations*
848. **[A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering ↗](https://doi.org/10.1609/aaai.v26i1.8111)**Tom Chao Zhou, Xiance Si, Edward Y. Chang et al.*21 citations*
849. **[A Scalable Message-Passing Algorithm for Supply Chain Formation ↗](https://doi.org/10.1609/aaai.v26i1.8247)**Toni Penya-Alba, Meritxell Vinyals, Jesús Cerquides et al.*21 citations*
850. **[Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans ↗](https://doi.org/10.1609/aaai.v35i17.17776)**Rohun A. Kshirsagar, Li-Yen Hsu, Charles H. Greenberg et al.*21 citations*
851. **[Analogical Image Translation for Fog Generation ↗](https://doi.org/10.1609/aaai.v35i2.16233)**Rui Gong, Dengxin Dai, Yuhua Chen et al.*21 citations*
852. **[Context Matters: Graph-based Self-supervised Representation Learning for Medical Images ↗](https://doi.org/10.1609/aaai.v35i6.16620)**Li Sun, Ke Yu, Kayhan N. Batmanghelich*21 citations*
853. **[Correlative Channel-Aware Fusion for Multi-View Time Series Classification ↗](https://doi.org/10.1609/aaai.v35i8.16830)**Yue Bai, Lichen Wang, Zhiqiang Tao et al.*21 citations*
854. **[Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16274)**Minsu Kim, Sunghun Joung, Seungryong Kim et al.*21 citations*
855. **[DIBS: Diversity Inducing Information Bottleneck in Model Ensembles ↗](https://doi.org/10.1609/aaai.v35i11.17163)**Samarth Sinha, Homanga Bharadhwaj, Anirudh Goyal et al.*21 citations*
856. **[Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws ↗](https://doi.org/10.1609/aaai.v35i1.16102)**Kookjin Lee, Kevin Carlberg*21 citations*
857. **[Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v35i8.16907)**Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas*21 citations*
858. **[Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback ↗](https://doi.org/10.1609/aaai.v35i18.17998)**Yuchen Cui, Qiping Zhang, Sahil Jain et al.*21 citations*
859. **[Differentially Private and Communication Efficient Collaborative Learning ↗](https://doi.org/10.1609/aaai.v35i8.16887)**Jiahao Ding, Guannan Liang, Jinbo Bi et al.*21 citations*
860. **[DirectQE: Direct Pretraining for Machine Translation Quality Estimation ↗](https://doi.org/10.1609/aaai.v35i14.17506)**Qu Cui, Shujian Huang, Jiahuan Li et al.*21 citations*
861. **[Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization ↗](https://doi.org/10.1609/aaai.v35i9.16928)**Jiaqi Gu, Chenghao Feng, Zheng Zhao et al.*21 citations*
862. **[Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training ↗](https://doi.org/10.1609/aaai.v35i14.17501)**Tao Chen, Haochen Shi, Liyuan Liu et al.*21 citations*
863. **[Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework ↗](https://doi.org/10.1609/aaai.v35i12.17297)**Chuheng Zhang, Yuanying Cai, Longbo Huang et al.*21 citations*
864. **[Learning General Planning Policies from Small Examples Without Supervision ↗](https://doi.org/10.1609/aaai.v35i13.17402)**Guillem Marca Francés, Blai Bonet, Héctor Geffner*21 citations*
865. **[Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching ↗](https://doi.org/10.1609/aaai.v35i16.17694)**Kun Zhang, Le Wu, Guangyi Lv et al.*21 citations*
866. **[Market-Based Explanations of Collective Decisions ↗](https://doi.org/10.1609/aaai.v35i6.16710)**Dominik Peters, Grzegorz Pierczyński, Nisarg Shah et al.*21 citations*
867. **[Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i12.17302)**Shangtong Zhang, Bo Liu, Shimon Whiteson*21 citations*
868. **[Multi-Domain Multi-Task Rehearsal for Lifelong Learning ↗](https://doi.org/10.1609/aaai.v35i10.17068)**Fan Lyu, Shuai Wang, Wei Feng et al.*21 citations*
869. **[Multidimensional Uncertainty-Aware Evidential Neural Networks ↗](https://doi.org/10.1609/aaai.v35i9.16954)**Yibo Hu, Yuzhe Ou, Xujiang Zhao et al.*21 citations*
870. **[Nearest Neighbor Classifier Embedded Network for Active Learning ↗](https://doi.org/10.1609/aaai.v35i11.17205)**Fang Wan, Tianning Yuan, Mengying Fu et al.*21 citations*
871. **[Open Domain Dialogue Generation with Latent Images ↗](https://doi.org/10.1609/aaai.v35i16.17675)**Ze Yang, Wei Wu, Huang Hu et al.*21 citations*
872. **[Out-of-Town Recommendation with Travel Intention Modeling ↗](https://doi.org/10.1609/aaai.v35i5.16581)**Haoran Xin, Xinjiang Lu, Tong Xu et al.*21 citations*
873. **[Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies ↗](https://doi.org/10.1609/aaai.v35i5.16512)**Giulia Zarpellon, Jason Jo, Andrea Lodi et al.*21 citations*
874. **[Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization ↗](https://doi.org/10.1609/aaai.v35i9.16930)**Yinuo Guo, Hualei Zhu, Zeqi Lin et al.*21 citations*
875. **[SCAN: A Spatial Context Attentive Network for Joint Multi-Agent Intent Prediction ↗](https://doi.org/10.1609/aaai.v35i7.16762)**Jasmine Sekhon, Cody Harrison Fleming*21 citations*
876. **[SMT-Based Verification of Hybrid Systems ↗](https://doi.org/10.1609/aaai.v26i1.8442)**Alessandro Cimatti, Sergio Mover, Stefano Tonetta*21 citations*
877. **[Searching for Machine Learning Pipelines Using a Context-Free Grammar ↗](https://doi.org/10.1609/aaai.v35i10.17077)**Radu Marinescu, Akihiro Kishimoto, Parikshit Ram et al.*21 citations*
878. **[Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16307)**Daizong Liu, Shuangjie Xu, Xiaoyang Liu et al.*21 citations*
879. **[Symmetry Breaking for k-Robust Multi-Agent Path Finding ↗](https://doi.org/10.1609/aaai.v35i14.17456)**Zhe Chen, Daniel Harabor, Jiaoyang Li et al.*21 citations*
880. **[TSQA: Tabular Scenario Based Question Answering ↗](https://doi.org/10.1609/aaai.v35i15.17570)**Xiao Li, Yawei Sun, Gong Cheng*21 citations*
881. **[Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v35i3.16375)**Chaoqun Wang, Xuejin Chen, Shaobo Min et al.*21 citations*
882. **[Teaching Problem-Solving in Algorithms and AI ↗](https://doi.org/10.1609/aaai.v26i3.18952)**Lisa A. Torrey*21 citations*
883. **[The Price of Connectivity in Fair Division ↗](https://doi.org/10.1609/aaai.v35i6.16651)**Xiaohui Bei, Ayumi Igarashi, Xinhang Lu et al.*21 citations*
884. **[Towards a Cognitive System that Can Recognize Spatial Regions Based on Context ↗](https://doi.org/10.1609/aaai.v26i1.8157)**Nick Hawes, Matthew Klenk, Kate Lockwood et al.*21 citations*
885. **[Unsupervised Active Learning via Subspace Learning ↗](https://doi.org/10.1609/aaai.v35i9.17013)**Changsheng Li, Kaihang Mao, Lingyan Liang et al.*21 citations*
886. **[VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization ↗](https://doi.org/10.1609/aaai.v35i7.16767)**Kaichen Zhou, Changhao Chen, Bing Wang et al.*21 citations*
887. **[A Graph-based Relevance Matching Model for Ad-hoc Retrieval ↗](https://doi.org/10.1609/aaai.v35i5.16599)**Yufeng Zhang, Jinghao Zhang, Zeyu Cui et al.*20 citations*
888. **[A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations ↗](https://doi.org/10.1609/aaai.v35i16.17707)**Tianyang Zhao, Zhao Yan, Yunbo Cao et al.*20 citations*
889. **[An Automated Engineering Assistant: Learning Parsers for Technical Drawings ↗](https://doi.org/10.1609/aaai.v35i17.17783)**Dries Van Daele, Nicholas Decleyre, Herman Dubois et al.*20 citations*
890. **[Bayesian Optimized Monte Carlo Planning ↗](https://doi.org/10.1609/aaai.v35i13.17411)**John Mern, Anil Yildiz, Zachary N. Sunberg et al.*20 citations*
891. **[C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak ↗](https://doi.org/10.1609/aaai.v35i6.16622)**Congxi Xiao, Jingbo Zhou, Jizhou Huang et al.*20 citations*
892. **[Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model ↗](https://doi.org/10.1609/aaai.v35i17.17815)**Ryan Beal, Stuart E. Middleton, Timothy J. Norman et al.*20 citations*
893. **[Complete Closed Time Intervals-Related Patterns Mining ↗](https://doi.org/10.1609/aaai.v35i5.16531)**Omer David Harel, Robert Moskovitch*20 citations*
894. **[Computing Game-Theoretic Solutions and Applications to Security ↗](https://doi.org/10.1609/aaai.v26i1.8446)**Vincent Conitzer*20 citations*
895. **[Computing the Nucleolus of Matching, Cover and Clique Games ↗](https://doi.org/10.1609/aaai.v26i1.8242)**Ning Chen, Pinyan Lu, Hongyang Zhang*20 citations*
896. **[Constrained Risk-Averse Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v35i13.17393)**Mohamadreza Ahmadi, Ugo Rosolia, Michel D. Ingham et al.*20 citations*
897. **[Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions ↗](https://doi.org/10.1609/aaai.v35i6.16680)**Zhe Feng, Guru Guruganesh, Christopher Liaw et al.*20 citations*
898. **[Coordination Between Individual Agents in Multi-Agent Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i13.17357)**Yang Zhang, Qingyu Yang, Dou An et al.*20 citations*
899. **[Copy That! Editing Sequences by Copying Spans ↗](https://doi.org/10.1609/aaai.v35i15.17606)**Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt*20 citations*
900. **[Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems ↗](https://doi.org/10.1609/aaai.v35i14.17467)**Chuan Wen Luo, Bo Qiao, Wenqian Xing et al.*20 citations*

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