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

2,330 papers · page 15 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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1401. **[Fair and Efficient Allocations under Subadditive Valuations ↗](https://doi.org/10.1609/aaai.v35i6.16665)**Bhaskar Ray Chaudhury, Jugal Garg, Ruta Mehta*8 citations*
1402. **[Fairness and Welfare Through Redistribution When Utility Is Transferable ↗](https://doi.org/10.1609/aaai.v26i1.8263)**Ruggiero Cavallo*8 citations*
1403. **[Faster Stackelberg Planning via Symbolic Search and Information Sharing ↗](https://doi.org/10.1609/aaai.v35i13.17425)**Álvaro Torralba, Patrick Speicher, Robert Künnemann et al.*8 citations*
1404. **[GANs Unplugged ↗](https://doi.org/10.1609/aaai.v35i17.17845)**Patrick Virtue*8 citations*
1405. **[Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v35i18.17900)**Charles A. Kantor, Léonard Boussioux, Brice Rauby et al.*8 citations*
1406. **[HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference ↗](https://doi.org/10.1609/aaai.v35i9.16997)**Jakob Kruse, Gianluca Detommaso, Ullrich Köthe et al.*8 citations*
1407. **[Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence ↗](https://doi.org/10.1609/aaai.v35i15.17560)**Wenqiang Lei, Yisong Miao, Runpeng Xie et al.*8 citations*
1408. **[HetSeq: Distributed GPU Training on Heterogeneous Infrastructure ↗](https://doi.org/10.1609/aaai.v35i17.17813)**Yifan Ding, Nicholas Botzer, Tim Weninger*8 citations*
1409. **[Heuristic Search Comes of Age ↗](https://doi.org/10.1609/aaai.v26i1.8440)**Nathan Sturtevant, Ariel Felner, Maxim A. Likhachev et al.*8 citations*
1410. **[IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution ↗](https://doi.org/10.1609/aaai.v35i18.18003)**Mark D. Feblowitz, Oktie Hassanzadeh, Michael Katz et al.*8 citations*
1411. **[Improved Mutual Information Estimation ↗](https://doi.org/10.1609/aaai.v35i10.17089)**Youssef Mroueh, Igor Melnyk, Pierre Dognin et al.*8 citations*
1412. **[Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness ↗](https://doi.org/10.1609/aaai.v35i8.16843)**Anh Bui, Trung Le, He Zhao et al.*8 citations*
1413. **[Increasing Iterate Averaging for Solving Saddle-Point Problems ↗](https://doi.org/10.1609/aaai.v35i9.16923)**Yuan Gao, Christian Kroer, Donald Goldfarb*8 citations*
1414. **[LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching ↗](https://doi.org/10.1609/aaai.v35i15.17592)**Boer Lyu, Chen Lü, Su Zhu et al.*8 citations*
1415. **[Landmark Generation in HTN Planning ↗](https://doi.org/10.1609/aaai.v35i13.17405)**Daniel Höller, Pascal Bercher*8 citations*
1416. **[Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation ↗](https://doi.org/10.1609/aaai.v35i12.17249)**Jianwen Xie, Zilong Zheng, Xiaolin Fang et al.*8 citations*
1417. **[Learning Deep Generative Models for Queuing Systems ↗](https://doi.org/10.1609/aaai.v35i10.17112)**César Ojeda, Kostadin Cvejoski, Bodgan Georgiev et al.*8 citations*
1418. **[Mercer Features for Efficient Combinatorial Bayesian Optimization ↗](https://doi.org/10.1609/aaai.v35i8.16886)**Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa*8 citations*
1419. **[Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia ↗](https://doi.org/10.1609/aaai.v35i18.18008)**Hongchao Jiang, Yanci Zhang, Zhiwei Zeng et al.*8 citations*
1420. **[Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection ↗](https://doi.org/10.1609/aaai.v35i17.17755)**Dongbo Xi, Bowen Song, Fuzhen Zhuang et al.*8 citations*
1421. **[Multi-Dimensional Explanation of Target Variables from Documents ↗](https://doi.org/10.1609/aaai.v35i14.17483)**Diego Antognini, Claudiu Musat, Boi V. Faltings*8 citations*
1422. **[Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee ↗](https://doi.org/10.1609/aaai.v35i14.17460)**Chao Feng, Chao Qian*8 citations*
1423. **[Multi-type Disentanglement without Adversarial Training ↗](https://doi.org/10.1609/aaai.v35i11.17146)**Lei Sha, Thomas Lukasiewicz*8 citations*
1424. **[Necessary and Sufficient Conditions for Avoiding Reopenings in Best First Suboptimal Search with General Bounding Functions ↗](https://doi.org/10.1609/aaai.v35i5.16485)**Jingwei Chen, Nathan Sturtevant*8 citations*
1425. **[Nutri-bullets: Summarizing Health Studies by Composing Segments ↗](https://doi.org/10.1609/aaai.v35i15.17624)**Darsh Shah, Lili Yu, Tao Lei et al.*8 citations*
1426. **[PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation ↗](https://doi.org/10.1609/aaai.v35i5.16539)**Minseok Kim, Hwanjun Song, Doyoung Kim et al.*8 citations*
1427. **[Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates ↗](https://doi.org/10.1609/aaai.v26i1.8378)**Rudolph Triebel, Rohan Paul, Daniela L. Rus et al.*8 citations*
1428. **[Programmatic Strategies for Real-Time Strategy Games ↗](https://doi.org/10.1609/aaai.v35i1.16114)**Julian R. H. Mariño, Rubens O. Moraes, Tassiana C. Oliveira et al.*8 citations*
1429. **[Projection-free Online Learning in Dynamic Environments ↗](https://doi.org/10.1609/aaai.v35i11.17208)**Yuanyu Wan, Bo Xue, Lijun Zhang*8 citations*
1430. **[Protecting the Protected Group: Circumventing Harmful Fairness ↗](https://doi.org/10.1609/aaai.v35i6.16654)**Omer Ben-Porat, Fedor Sandomirskiy, Moshe Tennenholtz*8 citations*
1431. **[Reinforcement Learning of Sequential Price Mechanisms ↗](https://doi.org/10.1609/aaai.v35i6.16659)**Gianluca Brero, Alon Eden, Matthias Gerstgrasser et al.*8 citations*
1432. **[Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model ↗](https://doi.org/10.1609/aaai.v35i3.16358)**Liangchen Song, Jialian Wu, Ming Zhu Yang et al.*8 citations*
1433. **[Scalable Affinity Propagation for Massive Datasets ↗](https://doi.org/10.1609/aaai.v35i11.17160)**Hiroaki Shiokawa*8 citations*
1434. **[Self-Paced Two-dimensional PCA ↗](https://doi.org/10.1609/aaai.v35i9.17020)**Jiangxin Li, Zhao Kang, Chong Peng et al.*8 citations*
1435. **[Self-correcting Q-learning ↗](https://doi.org/10.1609/aaai.v35i12.17334)**Rong Zhu, Mattia Rigotti*8 citations*
1436. **[Semantic Consistency Networks for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v35i4.16392)**Wenwen Wei, Ping Wei, Nanning Zheng*8 citations*
1437. **[Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition ↗](https://doi.org/10.1609/aaai.v35i2.16210)**Chongyang Ding, Kai Liu, Jari Korhonen et al.*8 citations*
1438. **[Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i13.17413)**Andrea Micheli, Alessandro Valentini*8 citations*
1439. **[Teaching the Old Dog New Tricks: Supervised Learning with Constraints ↗](https://doi.org/10.1609/aaai.v35i5.16491)**Fabrizio Detassis, Michele Lombardi, Michela Milano*8 citations*
1440. **[Terrace-based Food Counting and Segmentation ↗](https://doi.org/10.1609/aaai.v35i3.16337)**Huu-Thanh Nguyen, Chong‐Wah Ngo*8 citations*
1441. **[The Complexity Landscape of Claim-Augmented Argumentation Frameworks ↗](https://doi.org/10.1609/aaai.v35i7.16782)**Wolfgang Dvořák, Alexander Greßler, Anna Rapberger et al.*8 citations*
1442. **[The Power of Literal Equivalence in Model Counting ↗](https://doi.org/10.1609/aaai.v35i5.16503)**Yong Lai, Kuldeep S. Meel, Roland H. C. Yap*8 citations*
1443. **[The Value-Improvement Path: Towards Better Representations for Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i8.16880)**Will Dabney, André da Motta Salles Barreto, Mark Rowland et al.*8 citations*
1444. **[Towards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning ↗](https://doi.org/10.1609/aaai.v35i15.17564)**Dawei Li, Danqing Huang, Tingting Ma et al.*8 citations*
1445. **[User Driven Model Adjustment via Boolean Rule Explanations ↗](https://doi.org/10.1609/aaai.v35i7.16737)**Elizabeth Daly, Massimiliano Mattetti, Öznur Alkan et al.*8 citations*
1446. **[Using Expectations to Drive Cognitive Behavior ↗](https://doi.org/10.1609/aaai.v26i1.8159)**Unmesh Kurup, Christian J. Lebiere, Anthony Stentz et al.*8 citations*
1447. **[Using Online Planning and Acting to Recover from Cyberattacks on Software-defined Networks ↗](https://doi.org/10.1609/aaai.v35i17.17806)**Sunandita Patra, Alexander Velazquez, Myong H. Kang et al.*8 citations*
1448. **[Vector Quantized Bayesian Neural Network Inference for Data Streams ↗](https://doi.org/10.1609/aaai.v35i10.17124)**Namuk Park, Taekyu Lee, Songkuk Kim*8 citations*
1449. **[Weakly-supervised Temporal Action Localization by Uncertainty Modeling ↗](https://doi.org/10.1609/aaai.v35i3.16280)**Pilhyeon Lee, Jinglu Wang, Yan Lu et al.*8 citations*
1450. **[Weighting-based Variable Neighborhood Search for Optimal Camera Placement ↗](https://doi.org/10.1609/aaai.v35i14.17471)**Zhouxing Su, Qingyun Zhang, Zhipeng Lü et al.*8 citations*
1451. **[Zera-Shot Sentiment Analysis for Code-Mixed Data ↗](https://doi.org/10.1609/aaai.v35i18.17967)**Siddharth Yadav, Tanmoy Chakraborty*8 citations*
1452. **[A Mouse-Trajectory Based Model for Predicting Query-URL Relevance ↗](https://doi.org/10.1609/aaai.v26i1.8109)**Hengjie Song, Ruoxue Liao, Xiangliang Zhang et al.*7 citations*
1453. **[A Simple Framework for Cognitive Planning ↗](https://doi.org/10.1609/aaai.v35i7.16786)**Jorge Luis Fernandez Davila, Dominique Longin, Emiliano Lorini et al.*7 citations*
1454. **[A Trace-restricted Kronecker-Factored Approximation to Natural Gradient ↗](https://doi.org/10.1609/aaai.v35i9.16921)**Kaixin Gao, Xiaolei Liu, Zheng‐Hai Huang et al.*7 citations*
1455. **[Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback ↗](https://doi.org/10.1609/aaai.v35i11.17224)**Siwei Wang, Haoyun Wang, Longbo Huang*7 citations*
1456. **[Adaptive Beam Search Decoding for Discrete Keyphrase Generation ↗](https://doi.org/10.1609/aaai.v35i14.17546)**Xiaoli Huang, Tongge Xu, Lvan Jiao et al.*7 citations*
1457. **[Almost Envy-freeness, Envy-rank, and Nash Social Welfare Matchings ↗](https://doi.org/10.1609/aaai.v35i6.16675)**Alireza Farhadi, MohammadTaghi Hajiaghayi, Mohamad Latifian et al.*7 citations*
1458. **[An Information-Theoretic Framework for Unifying Active Learning Problems ↗](https://doi.org/10.1609/aaai.v35i10.17102)**Quoc Phong Nguyen, Bryan Kian Hsiang Low, Patrick Jaillet*7 citations*
1459. **[Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing ↗](https://doi.org/10.1609/aaai.v35i2.16265)**Sheng Jin, Qin Zhou, Hongxun Yao et al.*7 citations*
1460. **[Automated Reasoning and Learning for Automated Payroll Management ↗](https://doi.org/10.1609/aaai.v35i17.17774)**Sebastijan Dumančić, Wannes Meert, Stijn Goethals et al.*7 citations*
1461. **[Bayesian Distributional Policy Gradients ↗](https://doi.org/10.1609/aaai.v35i10.17024)**Luchen Li, A. Aldo Faisal*7 citations*
1462. **[Binary Matrix Factorisation via Column Generation ↗](https://doi.org/10.1609/aaai.v35i5.16500)**Réka Á. Kovács, Oktay Günlük, Raphael Hauser*7 citations*
1463. **[Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping ↗](https://doi.org/10.1609/aaai.v35i9.16949)**Ming-En Hsieh, Vincent S. M. Tseng*7 citations*
1464. **[Branch and Price for Bus Driver Scheduling with Complex Break Constraints ↗](https://doi.org/10.1609/aaai.v35i13.17408)**Lucas Kletzander, Nysret Musliu, Pascal Van Hentenryck*7 citations*
1465. **[Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation ↗](https://doi.org/10.1609/aaai.v35i16.17645)**Ke Wang, Guandan Chen, Zhongqiang Huang et al.*7 citations*
1466. **[Change or Not: A Simple Approach for Plug and Play Language Models on Sentiment Control ↗](https://doi.org/10.1609/aaai.v35i18.17964)**Chen Xu, Jianyu Zhao, Rang Li et al.*7 citations*
1467. **[Classification Under Human Assistance ↗](https://doi.org/10.1609/aaai.v35i7.16738)**Abir De, Nastaran Okati, Ali Zarezade et al.*7 citations*
1468. **[Coalition Formation in Multi-defender Security Games ↗](https://doi.org/10.1609/aaai.v35i6.16704)**Dolev Mutzari, Jiarui Gan, Sarit Kraus*7 citations*
1469. **[Conditional Inference under Disjunctive Rationality ↗](https://doi.org/10.1609/aaai.v35i7.16774)**Richard Booth, Ivan Jose ́ Varzinczak*7 citations*
1470. **[Coupling Spatiotemporal Disease Modeling with Diagnosis ↗](https://doi.org/10.1609/aaai.v26i1.8180)**Martin Mubangizi, Caterine Ikae, Athina Spiliopoulou et al.*7 citations*
1471. **[Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements ↗](https://doi.org/10.1609/aaai.v26i1.8156)**Evan Krause, Paul Schermerhorn, Matthias J. Scheutz*7 citations*
1472. **[Deep Recurrent Belief Propagation Network for POMDPs ↗](https://doi.org/10.1609/aaai.v35i11.17227)**Yuhui Wang, Xiaoyang Tan*7 citations*
1473. **[Demodalizing Face Recognition with Synthetic Samples ↗](https://doi.org/10.1609/aaai.v35i4.16439)**Zhonghua Zhai, Pengju Yang, Xiaofeng Zhang et al.*7 citations*
1474. **[Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination ↗](https://doi.org/10.1609/aaai.v35i4.16459)**Zhijie Zhang, Yan Liu, Junjie Chen et al.*7 citations*
1475. **[Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure ↗](https://doi.org/10.1609/aaai.v35i5.16516)**Jin Chen, Tiezheng Ge, Gangwei Jiang et al.*7 citations*
1476. **[Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent ↗](https://doi.org/10.1609/aaai.v35i10.17092)**Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee et al.*7 citations*
1477. **[Epistemic Logic of Know-Who ↗](https://doi.org/10.1609/aaai.v35i13.17367)**Sophia Epstein, Pavel Naumov*7 citations*
1478. **[Evaluating Temporal Plans in Incomplete Domains ↗](https://doi.org/10.1609/aaai.v26i1.8359)**Daniel Morwood, Daniel Bryce*7 citations*
1479. **[Extreme k-Center Clustering ↗](https://doi.org/10.1609/aaai.v35i5.16513)**MohammadHossein Bateni, Hossein Esfandiari, Manuela Fischer et al.*7 citations*
1480. **[Flow-based Generative Models for Learning Manifold to Manifold Mappings ↗](https://doi.org/10.1609/aaai.v35i12.17318)**Xingjian Zhen, Rudrasis Chakraborty, Liu Yang et al.*7 citations*
1481. **[FontRL: Chinese Font Synthesis via Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i3.16318)**Yitian Liu, Zhouhui Lian*7 citations*
1482. **[Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v35i18.17936)**Yunpeng Ren, Ziao Wang, Yiyuan Wang et al.*7 citations*
1483. **[I'm Doing as Well as I Can: Modeling People as Rational Finite Automata ↗](https://doi.org/10.1609/aaai.v26i1.8403)**Joe Halpern, Rafael Pass, Lior Seeman*7 citations*
1484. **[LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17971)**Zhengkun Zhang, Jun Wang, Zhe Sun et al.*7 citations*
1485. **[Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases ↗](https://doi.org/10.1609/aaai.v35i12.17232)**Chris Wendler, Andisheh Amrollahi, Bastian Seifert et al.*7 citations*
1486. **[Learning To Scale Mixed-Integer Programs ↗](https://doi.org/10.1609/aaai.v35i5.16482)**Timo Berthold, Gregor Hendel*7 citations*
1487. **[Learning to Recommend from Sparse Data via Generative User Feedback ↗](https://doi.org/10.1609/aaai.v35i5.16570)**Wenlin Wang*7 citations*
1488. **[Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning ↗](https://doi.org/10.1609/aaai.v35i5.16519)**Yongrui Chen, Xinnan Guo, Chaojie Wang et al.*7 citations*
1489. **[MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces ↗](https://doi.org/10.1609/aaai.v35i16.17695)**Linhai Zhang, Deyu Zhou, Yulan He et al.*7 citations*
1490. **[MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems ↗](https://doi.org/10.1609/aaai.v35i2.16214)**Xuan Dong, Xiaoyan Hu, Weixin Li et al.*7 citations*
1491. **[Maximin Fairness with Mixed Divisible and Indivisible Goods ↗](https://doi.org/10.1609/aaai.v35i6.16653)**Xiaohui Bei, Shengxin Liu, Xinhang Lu et al.*7 citations*
1492. **[Memory-Gated Recurrent Networks ↗](https://doi.org/10.1609/aaai.v35i12.17308)**Yaquan Zhang, Qi Wu, Nanbo Peng et al.*7 citations*
1493. **[Multi-View Representation Learning with Manifold Smoothness ↗](https://doi.org/10.1609/aaai.v35i10.17026)**Shu Li, Wei Wang, Wentao Li et al.*7 citations*
1494. **[NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v35i10.17121)**Rameswar Panda, Michele Merler, Mayoore S. Jaiswal et al.*7 citations*
1495. **[Neural Sequence-to-grid Module for Learning Symbolic Rules ↗](https://doi.org/10.1609/aaai.v35i9.16994)**Segwang Kim, Hyoungwook Nam, Joonyoung Kim et al.*7 citations*
1496. **[Online Non-Monotone DR-Submodular Maximization ↗](https://doi.org/10.1609/aaai.v35i11.17186)**Nguyễn Kim Thắng, Abhinav Srivastav*7 citations*
1497. **[Ontology-Based Data Access with Dynamic TBoxes in DL-Lite ↗](https://doi.org/10.1609/aaai.v26i1.8223)**Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini B et al.*7 citations*
1498. **[Opportunities and Challenges for Constraint Programming ↗](https://doi.org/10.1609/aaai.v26i1.8450)**Barry O’Sullivan*7 citations*
1499. **[Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization ↗](https://doi.org/10.1609/aaai.v35i13.17376)**Kentaro Kanamori, Takuya Takagi, Ken Kobayashi et al.*7 citations*
1500. **[Outlier Impact Characterization for Time Series Data ↗](https://doi.org/10.1609/aaai.v35i13.17379)**Jianbo Li, Lecheng Zheng, Yada Zhu et al.*7 citations*

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