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

2,330 papers · page 17 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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1601. **[Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images ↗](https://doi.org/10.1609/aaai.v35i17.17743)**Kang Liu, Benjamin Tan, Siddharth Garg*6 citations*
1602. **[Synthesizing Strategies for Epistemic Goals by Epistemic Model Checking: An Application to Pursuit Evasion Games ↗](https://doi.org/10.1609/aaai.v26i1.8228)**Xiaowei Huang, Ron van der Meyden*6 citations*
1603. **[Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate ↗](https://doi.org/10.1609/aaai.v35i10.17091)**Mirco Mutti, Lorenzo Pratissoli, Marcello Restelli*6 citations*
1604. **[The Automated Vacuum Waste Collection Optimization Problem ↗](https://doi.org/10.1609/aaai.v26i1.8167)**Ramón Béjar, César C. Fernández, Carles Mateu et al.*6 citations*
1605. **[Time-Consistency of Optimization Problems ↗](https://doi.org/10.1609/aaai.v26i1.8391)**Takayuki Osogami, Tetsuro Morimura*6 citations*
1606. **[Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration ↗](https://doi.org/10.1609/aaai.v35i11.17188)**Christian Tomani, Florian Buettner*6 citations*
1607. **[Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery ↗](https://doi.org/10.1609/aaai.v35i1.16087)**Sai Krishna Gottipati, Yashaswi Pathak, Boris Sattarov et al.*6 citations*
1608. **[Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect ↗](https://doi.org/10.1609/aaai.v35i16.17644)**Jun Wang, Max W. Y. Lam, Dan Su et al.*6 citations*
1609. **[Visual Boundary Knowledge Translation for Foreground Segmentation ↗](https://doi.org/10.1609/aaai.v35i2.16222)**Zunlei Feng, Lechao Cheng, Xinchao Wang et al.*6 citations*
1610. **[What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models ↗](https://doi.org/10.1609/aaai.v35i2.16264)**Yangbangyan Jiang, Qianqian Xu, Ke Ma et al.*6 citations*
1611. **[A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions ↗](https://doi.org/10.1609/aaai.v26i1.8276)**Bin Xu, Jiajun Bu, Chun Chen et al.*5 citations*
1612. **[A Few Queries Go a Long Way: Information-Distortion Tradeoffs in Matching ↗](https://doi.org/10.1609/aaai.v35i6.16642)**Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas et al.*5 citations*
1613. **[A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry ↗](https://doi.org/10.1609/aaai.v35i3.16325)**Yao Lu, Xiaoli Xu, Mingyu Ding et al.*5 citations*
1614. **[A Multi-Domain Evaluation of Scaling in a General Episodic Memory ↗](https://doi.org/10.1609/aaai.v26i1.8151)**Nate Derbinsky, Justin Li, John E. Laird*5 citations*
1615. **[A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting ↗](https://doi.org/10.1609/aaai.v35i8.16856)**Chia‐Yuan Chang, Cheng-Wei Lu, Chuan‐Ju Wang*5 citations*
1616. **[A Scalable Two Stage Approach to Computing Optimal Decision Sets ↗](https://doi.org/10.1609/aaai.v35i5.16498)**Alexey Ignatiev, Edward Lam, Peter J. Stuckey et al.*5 citations*
1617. **[A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting ↗](https://doi.org/10.1609/aaai.v35i15.17614)**Kun Qian, Wei Wei, Yu Zhou*5 citations*
1618. **[A Testbed for Learning by Demonstration from Natural Language and RGB-Depth Video ↗](https://doi.org/10.1609/aaai.v26i1.8430)**Young Chol Song, Henry Kautz*5 citations*
1619. **[A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms ↗](https://doi.org/10.1609/aaai.v26i1.8213)**Yisong Wang, Fangzhen Lin, Mingyi Zhang et al.*5 citations*
1620. **[AI-Empowered Decision Support for COVID-19 Social Distancing ↗](https://doi.org/10.1609/aaai.v35i18.18007)**Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng et al.*5 citations*
1621. **[Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality ↗](https://doi.org/10.1609/aaai.v35i14.17475)**Guihong Wan, Haim Schweitzer*5 citations*
1622. **[An Improved Upper Bound for SAT ↗](https://doi.org/10.1609/aaai.v35i5.16487)**Huairui Chu, Mingyu Xiao, Zhe Zhang*5 citations*
1623. **[Applied Machine Learning for Games: A Graduate School Course ↗](https://doi.org/10.1609/aaai.v35i17.17849)**Yilei Zeng, Aayush Shah, Jameson Thai et al.*5 citations*
1624. **[Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees ↗](https://doi.org/10.1609/aaai.v35i9.16999)**Vyacheslav Kungurtsev, Malcolm Egan, Bapi Chatterjee et al.*5 citations*
1625. **[AugSplicing: Synchronized Behavior Detection in Streaming Tensors ↗](https://doi.org/10.1609/aaai.v35i5.16595)**Jiabao Zhang, Shenghua Liu, Wenting Hou et al.*5 citations*
1626. **[AutoText: An End-to-End AutoAI Framework for Text ↗](https://doi.org/10.1609/aaai.v35i18.17993)**Arunima Chaudhary, Alayt Issak, Kiran Kate et al.*5 citations*
1627. **[Automated Mechanism Design for Classification with Partial Verification ↗](https://doi.org/10.1609/aaai.v35i6.16725)**Hanrui Zhang, Yu Cheng, Vincent Conitzer*5 citations*
1628. **[Better Bounds on the Adaptivity Gap of Influence Maximization under Full-adoption Feedback ↗](https://doi.org/10.1609/aaai.v35i13.17433)**Gianlorenzo D’Angelo, Debashmita Poddar, Cosimo Vinci*5 citations*
1629. **[Budget Feasible Mechanisms Over Graphs ↗](https://doi.org/10.1609/aaai.v35i6.16698)**Xiang Liu, Weiwei Wu, Minming Li et al.*5 citations*
1630. **[Business Entity Matching with Siamese Graph Convolutional Networks ↗](https://doi.org/10.1609/aaai.v35i18.18010)**Evgeny Krivosheev, Mattia Atzeni, Кацярына Мирыленка et al.*5 citations*
1631. **[Certifying Top-Down Decision-DNNF Compilers ↗](https://doi.org/10.1609/aaai.v35i7.16776)**Florent Capelli, Jean-Marie Lagniez, Pierre Marquis*5 citations*
1632. **[Classification with Few Tests through Self-Selection ↗](https://doi.org/10.1609/aaai.v35i6.16727)**Hanrui Zhang, Yu Cheng, Vincent Conitzer*5 citations*
1633. **[CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge ↗](https://doi.org/10.1609/aaai.v35i18.18029)**Chenhao Wang, Yubo Chen, Zhipeng Xue et al.*5 citations*
1634. **[Collective Nominal Semantic Role Labeling for Tweets ↗](https://doi.org/10.1609/aaai.v26i1.8349)**Xiaohua Liu, Zhongyang Fu, Furu Wei et al.*5 citations*
1635. **[Combining Machine Learning & Reasoning for Biodiversity Data Intelligence ↗](https://doi.org/10.1609/aaai.v35i17.17750)**Atriya Sen, Beckett Sterner, Nico M. Franz et al.*5 citations*
1636. **[Competitive Analysis for Two-Level Ski-Rental Problem ↗](https://doi.org/10.1609/aaai.v35i13.17429)**Binghan Wu, Wei Bao, Dong Yuan*5 citations*
1637. **[Constraint Logic Programming for Real-World Test Laboratory Scheduling ↗](https://doi.org/10.1609/aaai.v35i7.16789)**Tobias Geibinger, Florian Mischek, Nysret Musliu*5 citations*
1638. **[Context Tree Maximizing ↗](https://doi.org/10.1609/aaai.v26i1.8310)**Phuong Nguyen, Peter Sunehag, Marcus Hütter*5 citations*
1639. **[Coupon Design in Advertising Systems ↗](https://doi.org/10.1609/aaai.v35i6.16717)**Weiran Shen, Pingzhong Tang, Xun Wang et al.*5 citations*
1640. **[DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits ↗](https://doi.org/10.1609/aaai.v35i8.16812)**Mridul Agarwal, Vaneet Aggarwal, Abhishek K. Umrawal et al.*5 citations*
1641. **[Decentralized Multi-Agent Linear Bandits with Safety Constraints ↗](https://doi.org/10.1609/aaai.v35i8.16820)**Sanae Amani, Christos Thrampoulidis*5 citations*
1642. **[Defending against Contagious Attacks on a Network with Resource Reallocation ↗](https://doi.org/10.1609/aaai.v35i6.16649)**Rufan Bai, Haoxing Lin, Xinyu Yang et al.*5 citations*
1643. **[Detection of Digital Manipulation in Facial Images (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17919)**Aman Mehra, Akshay Agarwal, Mayank Vatsa A et al.*5 citations*
1644. **[Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder ↗](https://doi.org/10.1609/aaai.v35i3.16278)**Prashant Kumar, Sabyasachi Sahoo, Vanshil Shah et al.*5 citations*
1645. **[EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition ↗](https://doi.org/10.1609/aaai.v35i18.18028)**Chengyu Wang, Mengli Cheng, Hu Xu et al.*5 citations*
1646. **[Eliminating the Weakest Link: Making Manipulation Intractable? ↗](https://doi.org/10.1609/aaai.v26i1.8254)**Jessica Davies, Nina Narodytska, Toby Walsh*5 citations*
1647. **[Equitable Scheduling on a Single Machine ↗](https://doi.org/10.1609/aaai.v35i13.17404)**Klaus Heeger, Danny Hermelin, George B. Mertzios et al.*5 citations*
1648. **[Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm ↗](https://doi.org/10.1609/aaai.v35i11.17184)**Akira Terauchi, Naoki Mori*5 citations*
1649. **[Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory ↗](https://doi.org/10.1609/aaai.v35i13.17343)**Stefanos Leonardos, Georgios Piliouras*5 citations*
1650. **[Exploring Transfer Learning For End-to-End Spoken Language Understanding ↗](https://doi.org/10.1609/aaai.v35i15.17621)**Subendhu Rongali, Beiye Liu, Liwei Cai et al.*5 citations*
1651. **[Fair and Interpretable Algorithmic Hiring using Evolutionary Many Objective Optimization ↗](https://doi.org/10.1609/aaai.v35i17.17737)**Michael Geden, Joshua Andrews*5 citations*
1652. **[Fairness in Forecasting and Learning Linear Dynamical Systems ↗](https://doi.org/10.1609/aaai.v35i12.17328)**Quan Zhi Zhou, Jakub Mareček, Robert Noel Shorten*5 citations*
1653. **[Fast and Accurate Predictions of IDA*'s Performance ↗](https://doi.org/10.1609/aaai.v26i1.8132)**Levi H. S. Lelis, Sandra Zilles, Robert C. Holte*5 citations*
1654. **[Few-Shot Lifelong Learning ↗](https://doi.org/10.1609/aaai.v35i3.16334)**Pratik Mazumder, Pravendra Pratap Singh, Piyush Rai*5 citations*
1655. **[Frequency Consistent Adaptation for Real World Super Resolution ↗](https://doi.org/10.1609/aaai.v35i2.16259)**Xiaozhong Ji, Guangpin Tao, Yun Cao et al.*5 citations*
1656. **[From Streamlined Combinatorial Search to Efficient Constructive Procedures ↗](https://doi.org/10.1609/aaai.v26i1.8147)**Ronan Joseph Le Bras, Carla Pedro Gomes, Bart Selman*5 citations*
1657. **[Goal Blending for Responsive Shared Autonomy in a Navigating Vehicle ↗](https://doi.org/10.1609/aaai.v35i7.16742)**Yu-Sian Jiang, Garrett Warnell, Peter Stone*5 citations*
1658. **[How RL Agents Behave When Their Actions Are Modified ↗](https://doi.org/10.1609/aaai.v35i13.17378)**Eric D. Langlois, Tom Everitt*5 citations*
1659. **[Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent ↗](https://doi.org/10.1609/aaai.v26i1.8104)**Uthayasanker Thayasivam, Prashant Doshi*5 citations*
1660. **[Inference-Based Deterministic Messaging For Multi-Agent Communication ↗](https://doi.org/10.1609/aaai.v35i13.17339)**Varun Bhatt, Michael Buro*5 citations*
1661. **[Inverse Reinforcement Learning From Like-Minded Teachers ↗](https://doi.org/10.1609/aaai.v35i10.17110)**Ritesh Noothigattu, Tom Yan, Ariel D. Procaccia*5 citations*
1662. **[Learning Games from Videos Guided by Descriptive Complexity ↗](https://doi.org/10.1609/aaai.v26i1.8312)**Łukasz Kaiser*5 citations*
1663. **[Learning Hybrid Relationships for Person Re-identification ↗](https://doi.org/10.1609/aaai.v35i3.16315)**Shuang Liu, Wenmin Huang, Zhong Zhang*5 citations*
1664. **[Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency ↗](https://doi.org/10.1609/aaai.v35i3.16281)**Seokju Lee, Sunghoon Im, Stephen Ching-Feng Lin et al.*5 citations*
1665. **[Learning Term Embeddings for Lexical Taxonomies ↗](https://doi.org/10.1609/aaai.v35i7.16795)**Jingping Liu, Menghui Wang, Chao Wang et al.*5 citations*
1666. **[Learning of Structurally Unambiguous Probabilistic Grammars ↗](https://doi.org/10.1609/aaai.v35i10.17107)**Dolav Nitay, Dana Fisman, Michal Ziv-Ukelson*5 citations*
1667. **[Learning to Check Contract Inconsistencies ↗](https://doi.org/10.1609/aaai.v35i16.17698)**Shuo Zhang, Junzhou Zhao, Pinghui Wang et al.*5 citations*
1668. **[Multi-Proxy Wasserstein Classifier for Image Classification ↗](https://doi.org/10.1609/aaai.v35i10.17045)**Benlin Liu, Yongming Rao, Jiwen Lu et al.*5 citations*
1669. **[Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games ↗](https://doi.org/10.1609/aaai.v35i18.17866)**Kshitija Taywade*5 citations*
1670. **[Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization ↗](https://doi.org/10.1609/aaai.v35i9.16998)**Alan Kuhnle*5 citations*
1671. **[Neural Analogical Matching ↗](https://doi.org/10.1609/aaai.v35i1.16163)**Maxwell Crouse, Constantine Nakos, Ibrahim Abdelaziz et al.*5 citations*
1672. **[Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v35i9.17007)**Antoine Ledent, Waleed Ahmed Abdalglil Mustafa, Yunwen Lei et al.*5 citations*
1673. **[On Finding Optimal Polytrees ↗](https://doi.org/10.1609/aaai.v26i1.8217)**Serge Gaspers, Mikko Koivisto, Mathieu Liedloff et al.*5 citations*
1674. **[Online Action Recognition ↗](https://doi.org/10.1609/aaai.v35i13.17423)**Alejandro Muchada Suárez, Javier Segovia‐Aguas, Carme Torras A et al.*5 citations*
1675. **[Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation ↗](https://doi.org/10.1609/aaai.v35i11.17132)**Prasanna Raut, Omid Sadeghi, Maryam Fazel*5 citations*
1676. **[OpEvo: An Evolutionary Method for Tensor Operator Optimization ↗](https://doi.org/10.1609/aaai.v35i14.17462)**Xiaotian Gao, Wei Cui, Lintao Zhang et al.*5 citations*
1677. **[Pairwise Exemplar Clustering ↗](https://doi.org/10.1609/aaai.v26i1.8291)**Yingzhen Yang, Xinqi Chu, Feng Liang et al.*5 citations*
1678. **[Personalizing Individual Comfort in the Group Setting ↗](https://doi.org/10.1609/aaai.v35i17.17801)**Emil Laftchiev, Diego Romeres, Daniel Nikolaev Nikovski*5 citations*
1679. **[Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs ↗](https://doi.org/10.1609/aaai.v35i13.17448)**Marcel Wienöbst, Max Bannach, Maciej Liśkiewicz*5 citations*
1680. **[Polynomially Decomposable Global Cost Functions in Weighted Constraint Satisfaction ↗](https://doi.org/10.1609/aaai.v26i1.8130)**Jimmy H. M. Lee, Ka Lun Leung, Yi Wu*5 citations*
1681. **[Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits ↗](https://doi.org/10.1609/aaai.v35i9.16961)**Yu-Heng Hung, Ping-Chun Hsieh, Xi Liu et al.*5 citations*
1682. **[Saturated Post-hoc Optimization for Classical Planning ↗](https://doi.org/10.1609/aaai.v35i13.17419)**Jendrik Seipp, Thomas Keller, Malte Helmert*5 citations*
1683. **[Scheduling Conservation Designs via Network Cascade Optimization ↗](https://doi.org/10.1609/aaai.v26i1.8177)**Shan Xue, Alan Fern, Daniel R. Sheldon*5 citations*
1684. **[Science Fiction as an Introduction to AI Research ↗](https://doi.org/10.1609/aaai.v25i3.18838)**Judy Goldsmith, Nicholas Mattei*5 citations*
1685. **[Semi-supervised Sequence Classification through Change Point Detection ↗](https://doi.org/10.1609/aaai.v35i8.16814)**Nauman Ahad, Mark A. Davenport*5 citations*
1686. **[Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach ↗](https://doi.org/10.1609/aaai.v26i1.8399)**Gildas Jeantet, Patrice Perny, Olivier Spanjaard*5 citations*
1687. **[SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models ↗](https://doi.org/10.1609/aaai.v35i18.18022)**Haekyu Park, Zijie J. Wang, Nilaksh Das et al.*5 citations*
1688. **[Solving Dots-And-Boxes ↗](https://doi.org/10.1609/aaai.v26i1.8144)**Joseph Barker, Richard E. Korf*5 citations*
1689. **[Successive Halving Top-k Operator ↗](https://doi.org/10.1609/aaai.v35i18.17931)**Michał Pietruszka, Łukasz Borchmann, Filip Graliński*5 citations*
1690. **[The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets ↗](https://doi.org/10.1609/aaai.v35i14.17557)**Vid Kocijan, Oana-Maria Camburu, Thomas Lukasiewicz*5 citations*
1691. **[The Linear Distance Traveling Tournament Problem ↗](https://doi.org/10.1609/aaai.v26i1.8358)**Richard Hoshino, Ken‐ichi Kawarabayashi*5 citations*
1692. **[The Smoothed Complexity of Computing Kemeny and Slater Rankings ↗](https://doi.org/10.1609/aaai.v35i6.16720)**Lirong Xia, Weiqiang Zheng*5 citations*
1693. **[Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? ↗](https://doi.org/10.1609/aaai.v35i15.17619)**Xuancheng Ren, Xu Sun, Houfeng Wang et al.*5 citations*
1694. **[Two-Sided Fairness in Non-Personalised Recommendations (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17922)**Aadi Swadipto Mondal, Rakesh Bal, Sayan Sinha et al.*5 citations*
1695. **[Variational Inference for Learning Representations of Natural Language Edits ↗](https://doi.org/10.1609/aaai.v35i15.17598)**Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo*5 citations*
1696. **[Visual Concept Reasoning Networks ↗](https://doi.org/10.1609/aaai.v35i9.16995)**Taesup Kim, Sungwoong Kim, Yoshua Bengio*5 citations*
1697. **[Visualizing NLP in Undergraduate Students' Learning about Natural Language ↗](https://doi.org/10.1609/aaai.v35i17.17822)**Cecilia Ovesdotter Alm, Alex Hedges*5 citations*
1698. **[Wasserstein Distributionally Robust Inverse Multiobjective Optimization ↗](https://doi.org/10.1609/aaai.v35i7.16739)**Chaosheng Dong, Bo Zeng*5 citations*
1699. **[A Grounded Cognitive Model for Metaphor Acquisition ↗](https://doi.org/10.1609/aaai.v26i1.8155)**Sushobhan Nayak, Amitabha Mukerjee*4 citations*
1700. **[A Multivariate Complexity Analysis of the Material Consumption Scheduling Problem ↗](https://doi.org/10.1609/aaai.v35i13.17397)**Matthias Bentert, Robert Bredereck, Péter Györgyi et al.*4 citations*

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