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

2,330 papers · page 18 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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1701. **[A New Robust Subspace Recovery Algorithm (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17952)**Guihong Wan, Haim Schweitzer*4 citations*
1702. **[Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization ↗](https://doi.org/10.1609/aaai.v35i9.16956)**Han-Hsien Huang, Mi-Yen Yeh*4 citations*
1703. **[Active Learning from Oracle with Knowledge Blind Spot ↗](https://doi.org/10.1609/aaai.v26i1.8418)**Meng Fang, Xingquan Zhu, Chengqi Zhang*4 citations*
1704. **[Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities ↗](https://doi.org/10.1609/aaai.v35i8.16898)**Alina Ene, Huy Lê Nguyễn, Adrian Vladu*4 citations*
1705. **[Adversarial Linear Contextual Bandits with Graph-Structured Side Observations ↗](https://doi.org/10.1609/aaai.v35i11.17218)**Lingda Wang, Bingcong Li, Huozhi Zhou et al.*4 citations*
1706. **[Adversarial Pose Regression Network for Pose-Invariant Face Recognitions ↗](https://doi.org/10.1609/aaai.v35i3.16289)**Pengyu Li, Biao Wang, Lei Zhang*4 citations*
1707. **[Amnesiac Machine Learning ↗](https://doi.org/10.1609/aaai.v35i13.17371)**Laura Graves, Vineel Nagisetty, Vijay Ganesh*4 citations*
1708. **[An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach ↗](https://doi.org/10.1609/aaai.v26i1.8415)**Guohua Liang*4 citations*
1709. **[An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information ↗](https://doi.org/10.1609/aaai.v35i15.17573)**Zejun Li, Zhongyu Wei, Zhihao Fan et al.*4 citations*
1710. **[Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders ↗](https://doi.org/10.1609/aaai.v35i6.16630)**Bhushan Kotnis, Carolin Lawrence, Mathias Niepert*4 citations*
1711. **[Approximating the Sum Operation for Marginal-MAP Inference ↗](https://doi.org/10.1609/aaai.v26i1.8394)**Qiang Cheng, Feng Chen, Jianwu Dong et al.*4 citations*
1712. **[Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes ↗](https://doi.org/10.1609/aaai.v35i17.17790)**Rajdeep Hazra Banerjee, Abhinav Ravi, Ujjal Kr Dutta*4 citations*
1713. **[Bike-Repositioning Using Volunteers: Crowd Sourcing with Choice Restriction ↗](https://doi.org/10.1609/aaai.v35i13.17407)**Jinjia Huang, Mabel C. Chou, Chung‐Piaw Teo*4 citations*
1714. **[BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds ↗](https://doi.org/10.1609/aaai.v35i4.16453)**Xiang Zhang, Xiao Na Sun, Zhouhui Lian*4 citations*
1715. **[CMAX++ : Leveraging Experience in Planning and Execution using Inaccurate Models ↗](https://doi.org/10.1609/aaai.v35i7.16765)**Anirudh Vemula, James Andrew Bagnell, Maxim A. Likhachev*4 citations*
1716. **[Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection ↗](https://doi.org/10.1609/aaai.v35i11.17131)**Edward Raff, William Fleshman, Richard Zak et al.*4 citations*
1717. **[Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player Games ↗](https://doi.org/10.1609/aaai.v35i6.16701)**David Milec, Jakub Černý, Viliam Lisý et al.*4 citations*
1718. **[Consistent-Separable Feature Representation for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v35i2.16244)**Xingjian He, Jing Liu, Jun Fu et al.*4 citations*
1719. **[Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17932)**Ziyue Qiao, Zhiyuan Ning, Yi Du et al.*4 citations*
1720. **[Contract-based Inter-user Usage Coordination in Free-floating Car Sharing ↗](https://doi.org/10.1609/aaai.v35i13.17354)**Kentaro Takahira, Shigeo Matsubara*4 citations*
1721. **[Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation ↗](https://doi.org/10.1609/aaai.v35i9.16931)**Umang Gupta, Aaron Ferber, Bistra Dilkina et al.*4 citations*
1722. **[Conversational Neuro-Symbolic Commonsense Reasoning ↗](https://doi.org/10.1609/aaai.v35i6.16623)**Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki et al.*4 citations*
1723. **[Counting-MLNs: Learning Relational Structure for Decision Making ↗](https://doi.org/10.1609/aaai.v26i1.8318)**Aniruddh Nath, Matthew Richardson*4 citations*
1724. **[Deep Metric Learning with Graph Consistency ↗](https://doi.org/10.1609/aaai.v35i2.16182)**Binghui Chen, Pengyu Li, Zhaoyi Yan et al.*4 citations*
1725. **[Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with Uncertainty ↗](https://doi.org/10.1609/aaai.v35i5.16506)**Nian-Ze Lee, Jie-Hong Roland Jiang*4 citations*
1726. **[Deterministic Mini-batch Sequencing for Training Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v35i8.16831)**Subhankar Banerjee, Shayok Chakraborty*4 citations*
1727. **[Discovering Fully Oriented Causal Networks ↗](https://doi.org/10.1609/aaai.v35i10.17085)**Osman Ali Mian, Alexander Marx, Jilles Vreeken*4 citations*
1728. **[Discriminative Clustering via Generative Feature Mapping ↗](https://doi.org/10.1609/aaai.v26i1.8305)**Liwei Wang, Xiong Li, Zhuowen Tu A et al.*4 citations*
1729. **[Distant Transfer Learning via Deep Random Walk ↗](https://doi.org/10.1609/aaai.v35i12.17248)**Qiao Xiao, Yu Zhang*4 citations*
1730. **[Effective Slot Filling via Weakly-Supervised Dual-Model Learning ↗](https://doi.org/10.1609/aaai.v35i16.17643)**Jue Wang, Ke Chen, Lidan Shou et al.*4 citations*
1731. **[Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings ↗](https://doi.org/10.1609/aaai.v35i14.17463)**Niels Grüttemeier, Christian Komusiewicz, Nils Morawietz*4 citations*
1732. **[Enabling Fast Instruction-Based Modification of Learned Robot Skills ↗](https://doi.org/10.1609/aaai.v35i7.16757)**Tyler Frasca, Bradley Oosterveld, Meia Chita-Tegmark et al.*4 citations*
1733. **[Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank ↗](https://doi.org/10.1609/aaai.v35i17.17785)**Anxiang Zeng, Han Yu, Hualin He et al.*4 citations*
1734. **[Estimating α-Rank by Maximizing Information Gain ↗](https://doi.org/10.1609/aaai.v35i6.16712)**Tabish Rashid, Cheng Zhang, Kamil Ciosek*4 citations*
1735. **[Facility’s Perspective to Fair Facility Location Problems ↗](https://doi.org/10.1609/aaai.v35i6.16719)**Chenhao Wang, Xiaoying Wu, Minming Li et al.*4 citations*
1736. **[Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks ↗](https://doi.org/10.1609/aaai.v35i14.17525)**Maurício Gruppi, Pin‐Yu Chen, Sibel Adalı*4 citations*
1737. **[Fast Training of Provably Robust Neural Networks by SingleProp ↗](https://doi.org/10.1609/aaai.v35i8.16840)**Akhilan Boopathy, Lily Weng, Sijia Liu et al.*4 citations*
1738. **[Filtering Algorithms Based on the Word-RAM Model ↗](https://doi.org/10.1609/aaai.v26i1.8145)**Philippe Van Kessel, Claude-Guy Quimper*4 citations*
1739. **[Fine-grained Generalization Analysis of Vector-Valued Learning ↗](https://doi.org/10.1609/aaai.v35i12.17238)**Liang Wu, Antoine Ledent, Yunwen Lei et al.*4 citations*
1740. **[From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions ↗](https://doi.org/10.1609/aaai.v35i6.16708)**Gali Noti*4 citations*
1741. **[Frugal Coordinate Descent for Large-Scale NNLS ↗](https://doi.org/10.1609/aaai.v26i1.8432)**Vamsi K. Potluru*4 citations*
1742. **[Game of Gradients: Mitigating Irrelevant Clients in Federated Learning ↗](https://doi.org/10.1609/aaai.v35i10.17093)**Lokesh Nagalapatti, Ramasuri Narayanam*4 citations*
1743. **[Generalized Adversarially Learned Inference ↗](https://doi.org/10.1609/aaai.v35i8.16883)**Yatin Dandi, Homanga Bharadhwaj, Abhishek Kumar et al.*4 citations*
1744. **[Hierarchical Modeling with Tensor Inputs ↗](https://doi.org/10.1609/aaai.v26i1.8283)**Yada Zhu, Jingrui He, Rick Lawrence*4 citations*
1745. **[Human Uncertainty Inference via Deterministic Ensemble Neural Networks ↗](https://doi.org/10.1609/aaai.v35i7.16735)**Yujin Cha, Sang Wan Lee*4 citations*
1746. **[Improved Worst-Case Regret Bounds for Randomized Least-Squares Value Iteration ↗](https://doi.org/10.1609/aaai.v35i8.16813)**Priyank Agrawal, Jinglin Chen, Nan Jiang*4 citations*
1747. **[In-game Residential Home Planning via Visual Context-aware Global Relation Learning ↗](https://doi.org/10.1609/aaai.v35i1.16109)**Lijuan Liu, Yin Yang, Yi Yuan et al.*4 citations*
1748. **[Incentivizing Truthfulness Through Audits in Strategic Classification ↗](https://doi.org/10.1609/aaai.v35i6.16674)**Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik*4 citations*
1749. **[Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization ↗](https://doi.org/10.1609/aaai.v35i5.16497)**Yuya Hikima, Yasunori Akagi, Hideaki Kim et al.*4 citations*
1750. **[Integrating Pre-trained Model into Rule-based Dialogue Management ↗](https://doi.org/10.1609/aaai.v35i18.18023)**Jun Quan, Meng Yang, Qiang Gan et al.*4 citations*
1751. **[Inverse Reinforcement Learning with Explicit Policy Estimates ↗](https://doi.org/10.1609/aaai.v35i11.17141)**Navyata Sanghvi, Shinnosuke Usami, Mohit Kumar Sharma et al.*4 citations*
1752. **[Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters ↗](https://doi.org/10.1609/aaai.v26i1.8139)**Alex S. Fukunaga, Akihiro Kishimoto, Adi Botea*4 citations*
1753. **[Learning Branching Heuristics for Propositional Model Counting ↗](https://doi.org/10.1609/aaai.v35i14.17474)**Pashootan Vaezipoor, Gil Lederman, Yuhuai Wu et al.*4 citations*
1754. **[Learning Rewards From Linguistic Feedback ↗](https://doi.org/10.1609/aaai.v35i7.16749)**Theodore R. Sumers, Mark K. Ho, Robert D. Hawkins et al.*4 citations*
1755. **[Learning the Parameters of Bayesian Networks from Uncertain Data ↗](https://doi.org/10.1609/aaai.v35i13.17447)**Segev Wasserkrug, Radu Marinescu, Sergey Zeltyn et al.*4 citations*
1756. **[Local Search for Diversified Top-k s-plex Search Problem (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17961)**Jun Wu, Minghao Yin*4 citations*
1757. **[Mining EL Bases with Adaptable Role Depth ↗](https://doi.org/10.1609/aaai.v35i7.16790)**Ricardo Guimarães, Ana Ozaki, Cosimo Persia et al.*4 citations*
1758. **[Model-sharing Games: Analyzing Federated Learning Under Voluntary Participation ↗](https://doi.org/10.1609/aaai.v35i6.16669)**Kate Donahue, Jon M. Kleinberg*4 citations*
1759. **[Multi-SpectroGAN: High-Diversity and High-Fidelity Spectrogram Generation with Adversarial Style Combination for Speech Synthesis ↗](https://doi.org/10.1609/aaai.v35i14.17559)**Sanghoon Lee, Hyun-Wook Yoon, Hyeong-Rae Noh et al.*4 citations*
1760. **[Multi-Task Recurrent Modular Networks ↗](https://doi.org/10.1609/aaai.v35i12.17256)**Dongkuan Xu, Wei Xin Cheng, Xin Dong et al.*4 citations*
1761. **[Multi-label Few-shot Learning with Semantic Inference (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17955)**Zhen Wang, Yiqun Duan, Liu Liu et al.*4 citations*
1762. **[Network Satisfaction for Symmetric Relation Algebras with a Flexible Atom ↗](https://doi.org/10.1609/aaai.v35i7.16773)**Manuel Bodirsky, Simon Knäuer*4 citations*
1763. **[Neural Utility Functions ↗](https://doi.org/10.1609/aaai.v35i9.16966)**Porter Jenkins, Ahmad Farag, J. Stockton Jenkins et al.*4 citations*
1764. **[OPRA: An Open-Source Online Preference Reporting and Aggregation System ↗](https://doi.org/10.1609/aaai.v35i18.17996)**Yiwei Chen, Jingwen Qian, Junming Wang et al.*4 citations*
1765. **[On Scalar Embedding of Relative Positions in Attention Models ↗](https://doi.org/10.1609/aaai.v35i16.17654)**Junshuang Wu, Richong Zhang, Yongyi Mao et al.*4 citations*
1766. **[On the Complexity of Finding Justifications for Collective Decisions ↗](https://doi.org/10.1609/aaai.v35i6.16656)**Arthur Boixel, Ronald de Haan*4 citations*
1767. **[On the PTAS for Maximin Shares in an Indivisible Mixed Manna ↗](https://doi.org/10.1609/aaai.v35i6.16695)**Rucha Kulkarni, Ruta Mehta, Setareh Taki*4 citations*
1768. **[Optimal Decision Trees for Nonlinear Metrics ↗](https://doi.org/10.1609/aaai.v35i5.16490)**Emir Demirović, Peter J. Stuckey*4 citations*
1769. **[Pedestrian's Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach ↗](https://doi.org/10.1609/aaai.v35i18.17894)**Omar Hamed, H. Joe Steinhauer*4 citations*
1770. **[Policy Optimization as Online Learning with Mediator Feedback ↗](https://doi.org/10.1609/aaai.v35i10.17083)**Alberto Maria Metelli, Matteo Papini, Pierluca D’Oro et al.*4 citations*
1771. **[Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification ↗](https://doi.org/10.1609/aaai.v35i9.17000)**I-Yuan Kuo, Wen-Li Wei, Jen‐Chun Lin*4 citations*
1772. **[Recursion in Abstract Argumentation is Hard — On the Complexity of Semantics Based on Weak Admissibility ↗](https://doi.org/10.1609/aaai.v35i7.16781)**Wolfgang Dvořák, Markus Ulbricht, Stefan Woltran*4 citations*
1773. **[Relational Classification of Biological Cells in Microscopy Images ↗](https://doi.org/10.1609/aaai.v35i1.16110)**Ping Liu, Mustafa Bilgic*4 citations*
1774. **[Representative Proxy Voting ↗](https://doi.org/10.1609/aaai.v35i6.16643)**Elliot Anshelevich, Zack Fitzsimmons, Rohit Vaish et al.*4 citations*
1775. **[Representing the Unification of Text Featurization using a Context-Free Grammar ↗](https://doi.org/10.1609/aaai.v35i17.17814)**Doruk Kilitcioglu, Serdar Kadıoğlu*4 citations*
1776. **[Satisfiability and Algorithms for Non-uniform Random k-SAT ↗](https://doi.org/10.1609/aaai.v35i5.16507)**Oleksii Omelchenko, Andreĭ A. Bulatov*4 citations*
1777. **[Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17946)**Schyler C. Sun, Chen Li, Zhuangkun Wei et al.*4 citations*
1778. **[Screening for Depressed Individuals by Using Multimodal Social Media Data ↗](https://doi.org/10.1609/aaai.v35i18.17858)**Paulo Mann, Aline Paes, Elton Hiroshi Matsushima*4 citations*
1779. **[SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17945)**Ilia Sucholutsky, Matthias Schonlau*4 citations*
1780. **[Semantics-Aware Inferential Network for Natural Language Understanding ↗](https://doi.org/10.1609/aaai.v35i16.17697)**Shuiliang Zhang, Hai Zhao, Junru Zhou et al.*4 citations*
1781. **[Stochastic Bandits with Graph Feedback in Non-Stationary Environments ↗](https://doi.org/10.1609/aaai.v35i10.17061)**Shiyin Lu, Yao Hu, Lijun Zhang*4 citations*
1782. **[Stochastic Graphical Bandits with Adversarial Corruptions ↗](https://doi.org/10.1609/aaai.v35i10.17060)**Shiyin Lu, Guanghui Wang, Lijun Zhang*4 citations*
1783. **[Strategic Advice Provision in Repeated Human-Agent Interactions ↗](https://doi.org/10.1609/aaai.v26i1.8338)**Amos Azaria, Zinovi Rabinovich, Sarit Kraus et al.*4 citations*
1784. **[Submodel Decomposition Bounds for Influence Diagrams ↗](https://doi.org/10.1609/aaai.v35i13.17442)**Junkyu Lee, Radu Marinescu, Rina Dechter*4 citations*
1785. **[Submodular Span, with Applications to Conditional Data Summarization ↗](https://doi.org/10.1609/aaai.v35i14.17465)**Lilly Kumari, Jeff Bilmes*4 citations*
1786. **[Teaching Machines to Learn by Metaphors ↗](https://doi.org/10.1609/aaai.v26i1.8278)**Omer Levy, Shaul Markovitch*4 citations*
1787. **[Text Embedding Bank for Detailed Image Paragraph Captioning ↗](https://doi.org/10.1609/aaai.v35i18.17892)**Arjun Gupta, Zengming Shen, Thomas S. Huang*4 citations*
1788. **[The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective ↗](https://doi.org/10.1609/aaai.v35i9.16926)**Naman Goel, Alfonso Amayuelas, Amit Deshpande et al.*4 citations*
1789. **[The Sample Complexity of Teaching by Reinforcement on Q-Learning ↗](https://doi.org/10.1609/aaai.v35i12.17306)**Xuezhou Zhang, Shubham Bharti, Yuzhe Ma et al.*4 citations*
1790. **[Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v35i9.16943)**Danijela Horak, Simiao Yu, Gholamreza Salimi‐Khorshidi*4 citations*
1791. **[Unsupervised Learning of Discourse Structures using a Tree Autoencoder ↗](https://doi.org/10.1609/aaai.v35i14.17549)**Patrick Huber, Giuseppe Carenini*4 citations*
1792. **[Unsupervised Model Adaptation for Continual Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16362)**Serban Stan, Mohammad Ghomi Rostami*4 citations*
1793. **[Using Unsupervised Learning for Data-driven Procurement Demand Aggregation ↗](https://doi.org/10.1609/aaai.v35i17.17781)**Eran Shaham, Adam Westerski, Rajaraman Kanagasabai et al.*4 citations*
1794. **[VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services ↗](https://doi.org/10.1609/aaai.v35i18.17991)**Mariana Bernagozzi, Biplav Srivastava, Francesca Rossi et al.*4 citations*
1795. **[Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation ↗](https://doi.org/10.1609/aaai.v35i3.16342)**Sunghyun Park, Kangyeol Kim, Junsoo Lee et al.*4 citations*
1796. **[Visual Relation Detection using Hybrid Analogical Learning ↗](https://doi.org/10.1609/aaai.v35i1.16162)**Kezhen Chen, Ken Forbus*4 citations*
1797. **[What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult ↗](https://doi.org/10.1609/aaai.v35i16.17681)**‪Avishai Zagoury‬‏, Einat Minkov, Idan Szpektor et al.*4 citations*
1798. **[A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems ↗](https://doi.org/10.1609/aaai.v35i13.17424)**Xing Tan, Jimmy Xiangji Huang*3 citations*
1799. **[A Double Phases Generation Network for Yes or No Question Generation (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17962)**Jiayuan Xie, Feng Chen, Yi Cai et al.*3 citations*
1800. **[A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles ↗](https://doi.org/10.1609/aaai.v35i18.18016)**Xiaohu Li, Zehong Cao, Quan Bai*3 citations*

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