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# Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers

1,619 papers · page 13 of 17 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2022](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/)

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1201. **[Mutual Understanding in Human-Machine Teaming ↗](https://doi.org/10.1609/aaai.v36i11.21585)**Rohan Paleja*4 citations*
1202. **[Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields ↗](https://doi.org/10.1609/aaai.v36i3.20171)**Benjamin Wu, Chao Liu, Benjamin Eckart et al.*4 citations*
1203. **[Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video ↗](https://doi.org/10.1609/aaai.v36i1.19882)**Jinseok Bae, Ho‐Jun Jang, Cheol-Hui Min et al.*4 citations*
1204. **[On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations ↗](https://doi.org/10.1609/aaai.v36i7.20712)**Li-Chung Lin, Cheng-Hung Liu, Chih‐Ming Chen et al.*4 citations*
1205. **[Optimization for Classical Machine Learning Problems on the GPU ↗](https://doi.org/10.1609/aaai.v36i7.20692)**Sören Laue, Mark Blacher, Joachim Giesen*4 citations*
1206. **[Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration ↗](https://doi.org/10.1609/aaai.v36i3.20159)**Yinhuai Wang, Yujie Hu, Jian Zhang*4 citations*
1207. **[Planning with Biological Neurons and Synapses ↗](https://doi.org/10.1609/aaai.v36i1.19875)**Francesco d’Amore, Daniel Mitropolsky, Pierluigi Crescenzi et al.*4 citations*
1208. **[Planning with Participation Constraints ↗](https://doi.org/10.1609/aaai.v36i5.20462)**Hanrui Zhang, Yu Cheng, Vincent Conitzer*4 citations*
1209. **[PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space ↗](https://doi.org/10.1609/aaai.v36i4.20351)**Shiyao Yan, Zequn Zhang, Xian Sun et al.*4 citations*
1210. **[Predicting the Influence of Fake and Real News Spreaders (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21690)**Amy Zhang, Aaron Brookhouse, Daniel Hammer et al.*4 citations*
1211. **[Pretrained Cost Model for Distributed Constraint Optimization Problems ↗](https://doi.org/10.1609/aaai.v36i9.21164)**Yanchen Deng, Shufeng Kong, Bo An*4 citations*
1212. **[ReX: An Efficient Approach to Reducing Memory Cost in Image Classification ↗](https://doi.org/10.1609/aaai.v36i2.20106)**Xuwei Qian, Renlong Hang, Qingshan Liu*4 citations*
1213. **[Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms ↗](https://doi.org/10.1609/aaai.v36i8.20877)**Runpeng Yu, Hong Ping Zhu, Kaican Li et al.*4 citations*
1214. **[Reinforcement Learning Explainability via Model Transforms (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21608)**Mira Finkelstein, Lucy Liu, Yoav Kolumbus et al.*4 citations*
1215. **[Reinforcement Learning for Datacenter Congestion Control ↗](https://doi.org/10.1609/aaai.v36i11.21535)**Chen Tessler, Yuval Shpigelman, Gal Dalal et al.*4 citations*
1216. **[SCIR-Net: Structured Color Image Representation Based 3D Object Detection Network from Point Clouds ↗](https://doi.org/10.1609/aaai.v36i4.20371)**Qingdong He, Hao Zeng, Yi Zeng et al.*4 citations*
1217. **[SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models ↗](https://doi.org/10.1609/aaai.v36i7.20714)**Zhen Lin, Lucas M. Glass, Michael Brandon Westover et al.*4 citations*
1218. **[Self-Supervised Enhancement of Latent Discovery in GANs ↗](https://doi.org/10.1609/aaai.v36i7.20667)**Adarsh Kappiyath, Silpa Vadakkeeveetil Sreelatha, S. Sumitra*4 citations*
1219. **[Semantic Feature Discovery with Code Mining and Semantic Type Detection ↗](https://doi.org/10.1609/aaai.v36i11.21735)**Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele et al.*4 citations*
1220. **[Sharp Analysis of Random Fourier Features in Classification ↗](https://doi.org/10.1609/aaai.v36i7.20708)**Li Zhu*4 citations*
1221. **[Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data ↗](https://doi.org/10.1609/aaai.v36i11.21729)**Nader Nader, Rafael Alexandrou, Iasonas Iasonas et al.*4 citations*
1222. **[Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements ↗](https://doi.org/10.1609/aaai.v36i11.21700)**Georgia Channing*4 citations*
1223. **[Split Moves for Monte-Carlo Tree Search ↗](https://doi.org/10.1609/aaai.v36i9.21265)**Jakub Kowalski, Maksymilian Mika, Wojciech Pawlik et al.*4 citations*
1224. **[TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning ↗](https://doi.org/10.1609/aaai.v36i11.21514)**Yuzhou Chen, Yuliya Marchetti, Elena Sizikova et al.*4 citations*
1225. **[The Complexity of Subelection Isomorphism Problems ↗](https://doi.org/10.1609/aaai.v36i5.20430)**Piotr Faliszewski, Krzysztof Sornat, Stanisław Szufa*4 citations*
1226. **[The Price of Selfishness: Conjunctive Query Entailment for ALCSelf Is 2EXPTIME-Hard ↗](https://doi.org/10.1609/aaai.v36i5.20488)**Bartosz Bednarczyk, Sebastian Rudolph*4 citations*
1227. **[Towards Debiasing DNN Models from Spurious Feature Influence ↗](https://doi.org/10.1609/aaai.v36i9.21185)**Mengnan Du, Ruixiang Tang, Weijie Fu et al.*4 citations*
1228. **[Towards Fully Sparse Training: Information Restoration with Spatial Similarity ↗](https://doi.org/10.1609/aaai.v36i3.20198)**Weixiang Xu, Xiangyu He, Ke Cheng et al.*4 citations*
1229. **[Truth-Tracking via Approval Voting: Size Matters ↗](https://doi.org/10.1609/aaai.v36i5.20403)**Tahar Allouche, Jérôme Lang, Florian Yger*4 citations*
1230. **[Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints ↗](https://doi.org/10.1609/aaai.v36i8.20880)**Jinyang Yuan, Bin Li, Xiangyang Xue*4 citations*
1231. **[VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization ↗](https://doi.org/10.1609/aaai.v36i1.19908)**Minghui Chen, Wen Cheng, Feng Zheng et al.*4 citations*
1232. **[VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21669)**Toki Takahashi, Ryota Higa, Katsuhide Fujita et al.*4 citations*
1233. **[A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs ↗](https://doi.org/10.1609/aaai.v36i9.21226)**Noah Patton, Jihwan Jeong, Mike Gimelfarb et al.*3 citations*
1234. **[A Goal-Driven Natural Language Interface for Creating Application Integration Workflows ↗](https://doi.org/10.1609/aaai.v36i11.21712)**Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti et al.*3 citations*
1235. **[A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application ↗](https://doi.org/10.1609/aaai.v36i11.21541)**Maeda F. Hanafi, Yannis Katsis, Martín Santillán Cooper et al.*3 citations*
1236. **[A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce ↗](https://doi.org/10.1609/aaai.v36i11.21516)**Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar et al.*3 citations*
1237. **[A* Search and Bound-Sensitive Heuristics for Oversubscription Planning ↗](https://doi.org/10.1609/aaai.v36i9.21217)**Michael Katz, Emil Keyder*3 citations*
1238. **[ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations ↗](https://doi.org/10.1609/aaai.v36i11.21722)**Kausik Lakkaraju, Thahimum Hassan, Vedant Khandelwal et al.*3 citations*
1239. **[Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning ↗](https://doi.org/10.1609/aaai.v36i11.21543)**Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt et al.*3 citations*
1240. **[Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning ↗](https://doi.org/10.1609/aaai.v36i1.19903)**Jin Chen, Xiaofeng Ji, Xinxiao Wu*3 citations*
1241. **[Algorithmic Bayesian Persuasion with Combinatorial Actions ↗](https://doi.org/10.1609/aaai.v36i5.20433)**Kaito Fujii, Shinsaku Sakaue*3 citations*
1242. **[An Axiomatic Approach to Revising Preferences ↗](https://doi.org/10.1609/aaai.v36i5.20509)**Adrian Haret, Johannes Peter Wallner*3 citations*
1243. **[An Experimental Design Approach for Regret Minimization in Logistic Bandits ↗](https://doi.org/10.1609/aaai.v36i7.20741)**Blake Mason, Kwang-Sung Jun, Lalit Jain*3 citations*
1244. **[An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks ↗](https://doi.org/10.1609/aaai.v36i1.19989)**Haedong Jeong, Jiyeon Han, Jaesik Choi*3 citations*
1245. **[Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21630)**Dušan Knop, Šimon Schierreich, Ondřej Suchý*3 citations*
1246. **[Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms ↗](https://doi.org/10.1609/aaai.v36i11.21475)**Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani et al.*3 citations*
1247. **[Better Parameter-Free Stochastic Optimization with ODE Updates for Coin-Betting ↗](https://doi.org/10.1609/aaai.v36i6.20573)**Keyi Chen, John C. Langford, Francesco Orabona*3 citations*
1248. **[BigCQ: Generating a Synthetic Set of Competency Questions Formalized into SPARQL-OWL (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21676)**Dawid Wiśniewski, Jędrzej Potoniec, Agnieszka Ławrynowicz*3 citations*
1249. **[Boosting Active Learning via Improving Test Performance ↗](https://doi.org/10.1609/aaai.v36i8.20834)**Tianyang Wang, Xingjian Li, Pengkun Yang et al.*3 citations*
1250. **[Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech ↗](https://doi.org/10.1609/aaai.v36i10.21335)**Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff et al.*3 citations*
1251. **[Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs ↗](https://doi.org/10.1609/aaai.v36i4.20339)**Chunpai Wang, Daniel B. Neill, Feng Chen*3 citations*
1252. **[Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding ↗](https://doi.org/10.1609/aaai.v36i4.20363)**Ibrahim Abdelaziz, Julian Dolby, Jamie Patricia McCusker et al.*3 citations*
1253. **[Choices Are Not Independent: Stackelberg Security Games with Nested Quantal Response Models ↗](https://doi.org/10.1609/aaai.v36i5.20448)**Tien Mai, Arunesh Sinha*3 citations*
1254. **[Classical Planning with Avoid Conditions ↗](https://doi.org/10.1609/aaai.v36i9.21232)**Marcel Steinmetz, Jörg Hoffmann, Alisa Kovtunova et al.*3 citations*
1255. **[Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings ↗](https://doi.org/10.1609/aaai.v36i8.20891)**Matthew S. Zhang, Murat A. Erdogdu, Animesh Garg*3 citations*
1256. **[Creating Interpretable Data-Driven Approaches for Tropical Cyclones Forecasting ↗](https://doi.org/10.1609/aaai.v36i11.21583)**Fan Meng*3 citations*
1257. **[DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems ↗](https://doi.org/10.1609/aaai.v36i9.21281)**Huan Xiong*3 citations*
1258. **[DevianceNet: Learning to Predict Deviance from a Large-Scale Geo-Tagged Dataset ↗](https://doi.org/10.1609/aaai.v36i11.21463)**Jin-Hwi Park, Young-Jae Park, Junoh Lee et al.*3 citations*
1259. **[Discovering Interpretable Data-to-Sequence Generators ↗](https://doi.org/10.1609/aaai.v36i4.20343)**Boris Wiegand, Dietrich Klakow, Jilles Vreeken*3 citations*
1260. **[Distributed Randomized Sketching Kernel Learning ↗](https://doi.org/10.1609/aaai.v36i8.20870)**Rong Yin, Yong Liu, Dan Meng*3 citations*
1261. **[Dynamic Manifold Learning for Land Deformation Forecasting ↗](https://doi.org/10.1609/aaai.v36i4.20398)**Fan Zhou, Rongfan Li, Qiang Gao et al.*3 citations*
1262. **[Efficient Algorithms for General Isotone Optimization ↗](https://doi.org/10.1609/aaai.v36i8.20835)**Xiwen Wang, Jiaxi Ying, José Vinícius de Miranda Cardoso et al.*3 citations*
1263. **[Efficient Encoding of Cost Optimal Delete-Free Planning as SAT ↗](https://doi.org/10.1609/aaai.v36i9.21228)**Masood Feyzbakhsh Rankooh, Jussi Rintanen*3 citations*
1264. **[Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications ↗](https://doi.org/10.1609/aaai.v36i4.20297)**Rohan Ramanath, S. Sathiya Keerthi, Yao Pan et al.*3 citations*
1265. **[Enhancing Counterfactual Classification Performance via Self-Training ↗](https://doi.org/10.1609/aaai.v36i6.20621)**Ruijiang Gao, Max Biggs, Wei Sun et al.*3 citations*
1266. **[Error-Based Knockoffs Inference for Controlled Feature Selection ↗](https://doi.org/10.1609/aaai.v36i8.20905)**Xuebin Zhao, Hong Chen, Yingjie Wang et al.*3 citations*
1267. **[Explainable and Local Correction of Classification Models Using Decision Trees ↗](https://doi.org/10.1609/aaai.v36i8.20816)**Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi et al.*3 citations*
1268. **[Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents ↗](https://doi.org/10.1609/aaai.v36i10.21358)**Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula*3 citations*
1269. **[Facilitating Human-Wildlife Cohabitation through Conflict Prediction ↗](https://doi.org/10.1609/aaai.v36i11.21518)**Susobhan Ghosh, Pradeep Reddy Varakantham, Aniket Bhatkhande et al.*3 citations*
1270. **[Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation ↗](https://doi.org/10.1609/aaai.v36i7.20728)**Alexander Long, Alan Blair, Herke van Hoof*3 citations*
1271. **[Faster Algorithms for Weak Backdoors ↗](https://doi.org/10.1609/aaai.v36i4.20288)**Serge Gaspers, Andrew Kaploun*3 citations*
1272. **[Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs ↗](https://doi.org/10.1609/aaai.v36i6.20558)**Fanchen Bu, Dong Eui Chang*3 citations*
1273. **[First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics ↗](https://doi.org/10.1609/aaai.v36i5.20534)**David Toman, Grant Weddell*3 citations*
1274. **[Formal Semantics and Formally Verified Validation for Temporal Planning ↗](https://doi.org/10.1609/aaai.v36i9.21197)**Mohammad Abdulaziz, Lukas Koller*3 citations*
1275. **[Formula Synthesis in Propositional Dynamic Logic with Shuffle ↗](https://doi.org/10.1609/aaai.v36i9.21227)**Sophie Pinchinat, Sasha Rubin, François Schwarzentruber*3 citations*
1276. **[From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables ↗](https://doi.org/10.1609/aaai.v36i10.21340)**Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh et al.*3 citations*
1277. **[Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21636)**Menglin Li, Kwan Hui Lim*3 citations*
1278. **[Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v36i6.20655)**Guillermo Infante, Anders Jönsson, Vicenç Gómez*3 citations*
1279. **[Gradient Temporal Difference with Momentum: Stability and Convergence ↗](https://doi.org/10.1609/aaai.v36i6.20601)**Rohan Deb, Shalabh Bhatnagar*3 citations*
1280. **[Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning ↗](https://doi.org/10.1609/aaai.v36i6.20593)**Thilini Cooray, Ngai Man Cheung*3 citations*
1281. **[I AM A.I. Gradient Descent – an Open-Source Digital Game for Inquiry-Based CLIL Learning ↗](https://doi.org/10.1609/aaai.v36i11.21553)**Carina Geldhauser, Andreas Daniel Matt, Christian Stussak*3 citations*
1282. **[Incorporating Item Frequency for Differentially Private Set Union ↗](https://doi.org/10.1609/aaai.v36i9.21183)**Ricardo Silva Carvalho, Ke Wang, Lovedeep Gondara*3 citations*
1283. **[Inference and Learning with Model Uncertainty in Probabilistic Logic Programs ↗](https://doi.org/10.1609/aaai.v36i9.21245)**Victor Verreet, Vincent Derkinderen, Pedro Zuidberg Dos Martires et al.*3 citations*
1284. **[Language Modelling via Learning to Rank ↗](https://doi.org/10.1609/aaai.v36i10.21308)**Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz*3 citations*
1285. **[Latent Space Simulation for Carbon Capture Design Optimization ↗](https://doi.org/10.1609/aaai.v36i11.21511)**Brian R. Bartoldson, Rui Wang, Yucheng Fu et al.*3 citations*
1286. **[Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics ↗](https://doi.org/10.1609/aaai.v36i6.20626)**Pierre Gillot, Pekka Parviainen*3 citations*
1287. **[Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving ↗](https://doi.org/10.1609/aaai.v36i1.20000)**Inhan Kim, Joonyeong Lee, Daijin Kim*3 citations*
1288. **[Learning Parameterized Task Structure for Generalization to Unseen Entities ↗](https://doi.org/10.1609/aaai.v36i7.20718)**Anthony Liu, Sungryull Sohn, Mahdi Qazwini et al.*3 citations*
1289. **[Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion ↗](https://doi.org/10.1609/aaai.v36i6.20622)**Ruiqi Gao, Jianwen Xie, Siyuan Huang et al.*3 citations*
1290. **[Learning to Transfer with von Neumann Conditional Divergence ↗](https://doi.org/10.1609/aaai.v36i8.20797)**Ammar Shaker, Shujian Yu, Daniel Oñoro-Rubio*3 citations*
1291. **[Local Differential Privacy for Belief Functions ↗](https://doi.org/10.1609/aaai.v36i9.21241)**Qiyu Li, Chunlai Zhou, Biao Qin et al.*3 citations*
1292. **[Memotion Analysis through the Lens of Joint Embedding (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21616)**Nethra Gunti, Sathyanarayanan Ramamoorthy, Parth Patwa et al.*3 citations*
1293. **[Multimodal Adversarially Learned Inference with Factorized Discriminators ↗](https://doi.org/10.1609/aaai.v36i6.20580)**Wenxue Chen, Jianke Zhu*3 citations*
1294. **[Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning ↗](https://doi.org/10.1609/aaai.v36i11.21439)**Xiangrui Cai, Jinsheng Tao, Shichao Wang et al.*3 citations*
1295. **[On Paraconsistent Belief Revision in LP ↗](https://doi.org/10.1609/aaai.v36i5.20532)**Nicolas Schwind, Sébastien Konieczny, Ramón Pino Pérez*3 citations*
1296. **[On Semantic Cognition, Inductive Generalization, and Language Models ↗](https://doi.org/10.1609/aaai.v36i11.21584)**Kanishka Misra*3 citations*
1297. **[On Testing for Discrimination Using Causal Models ↗](https://doi.org/10.1609/aaai.v36i5.20494)**Hana Chockler, Joseph Yehuda Halpern*3 citations*
1298. **[PESTO: Switching Point Based Dynamic and Relative Positional Encoding for Code-Mixed Languages (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21587)**Mohsin Ali, Sai Teja Kandukuri, Sumanth Manduru et al.*3 citations*
1299. **[PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions ↗](https://doi.org/10.1609/aaai.v36i11.21519)**Sujatha Das Gollapalli, See-Kiong Ng, Ying Kiat Tham et al.*3 citations*
1300. **[Partial Wasserstein Covering ↗](https://doi.org/10.1609/aaai.v36i7.20671)**Keisuke Kawano, Satoshi Koide, Keisuke Otaki*3 citations*

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