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

1,619 papers · page 12 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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1101. **[Combating Sampling Bias: A Self-Training Method in Credit Risk Models ↗](https://doi.org/10.1609/aaai.v36i11.21528)**Jingxian Liao, Wei Wang, Chun Jason Xue et al.*5 citations*
1102. **[Cross-Domain Collaborative Normalization via Structural Knowledge ↗](https://doi.org/10.1609/aaai.v36i3.20181)**Haifeng Xia, Zhengming Ding*5 citations*
1103. **[Decompose the Sounds and Pixels, Recompose the Events ↗](https://doi.org/10.1609/aaai.v36i2.20111)**Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li et al.*5 citations*
1104. **[Deep Clustering of Text Representations for Supervision-Free Probing of Syntax ↗](https://doi.org/10.1609/aaai.v36i10.21317)**Vikram Gupta, Haoyue Shi, Kevin Gimpel et al.*5 citations*
1105. **[Deep Confidence Guided Distance for 3D Partial Shape Registration ↗](https://doi.org/10.1609/aaai.v36i1.19951)**Dvir Ginzburg, Dan Raviv*5 citations*
1106. **[DiPS: Differentiable Policy for Sketching in Recommender Systems ↗](https://doi.org/10.1609/aaai.v36i6.20625)**Aritra Ghosh, Saayan Mitra, Andrew Lan*5 citations*
1107. **[Differentially Describing Groups of Graphs ↗](https://doi.org/10.1609/aaai.v36i4.20312)**Corinna Coupette, Sebastian Dalleiger, Jilles Vreeken*5 citations*
1108. **[Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v36i6.20602)**Florent Delgrange, Ann Nowé, Guillermo A. Pérez*5 citations*
1109. **[Efficiency of Ad Auctions with Price Displaying ↗](https://doi.org/10.1609/aaai.v36i5.20423)**Matteo Castiglioni, Diodato Ferraioli, Nicola Gatti et al.*5 citations*
1110. **[Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets ↗](https://doi.org/10.1609/aaai.v36i8.20836)**Yunxia Wang, Fuyuan Cao, Kui Yu et al.*5 citations*
1111. **[Efficient Riemannian Meta-Optimization by Implicit Differentiation ↗](https://doi.org/10.1609/aaai.v36i4.20287)**Xiaomeng Fan, Yuwei Wu, Zhi Feng Gao et al.*5 citations*
1112. **[Elastic-Link for Binarized Neural Networks ↗](https://doi.org/10.1609/aaai.v36i1.19977)**Jie Hu, Ziheng Wu, Vince Junkai Tan et al.*5 citations*
1113. **[Encoding Multi-Valued Decision Diagram Constraints as Binary Constraint Trees ↗](https://doi.org/10.1609/aaai.v36i4.20300)**Ruiwei Wang, Roland H. C. Yap*5 citations*
1114. **[Entropy Estimation via Normalizing Flow ↗](https://doi.org/10.1609/aaai.v36i9.21237)**Ziqiao Ao, Jinglai Li*5 citations*
1115. **[Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21687)**Haoyang Yu, Xovee Xu, Ting Zhong et al.*5 citations*
1116. **[Fourier Representations for Black-Box Optimization over Categorical Variables ↗](https://doi.org/10.1609/aaai.v36i9.21255)**Hamid Dadkhahi, Jesús Ríos, Karthikeyan Shanmugam et al.*5 citations*
1117. **[Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation ↗](https://doi.org/10.1609/aaai.v36i8.20847)**Keyu Wu, Min Wu, Zhenghua Chen et al.*5 citations*
1118. **[HoD-Net: High-Order Differentiable Deep Neural Networks and Applications ↗](https://doi.org/10.1609/aaai.v36i8.20799)**Siyuan Shen, Tianjia Shao, Kun Zhou et al.*5 citations*
1119. **[Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics ↗](https://doi.org/10.1609/aaai.v36i9.21212)**Rostislav Horčı́k, Daniel Fišer, Álvaro Torralba*5 citations*
1120. **[How Good Are Low-Rank Approximations in Gaussian Process Regression? ↗](https://doi.org/10.1609/aaai.v36i6.20598)**Constantinos Daskalakis, Πέτρος Δελλαπόρτας, Aristeidis Panos*5 citations*
1121. **[Identifiability of Linear AMP Chain Graph Models ↗](https://doi.org/10.1609/aaai.v36i9.21247)**Yuhao Wang, Arnab Bhattacharyya*5 citations*
1122. **[Instance Selection: A Bayesian Decision Theory Perspective ↗](https://doi.org/10.1609/aaai.v36i6.20578)**Qingqiang Chen, Fuyuan Cao, Ying Xing et al.*5 citations*
1123. **[Invariant Action Effect Model for Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i8.20913)**Zheng-Mao Zhu, Shengyi Jiang, Yu-Ren Liu et al.*5 citations*
1124. **[Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds ↗](https://doi.org/10.1609/aaai.v36i9.21215)**Brendan Juba, Roni Stern*5 citations*
1125. **[Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21686)**Hongbin Ye, Ningyu Zhang, Zhen Bi et al.*5 citations*
1126. **[Logit Perturbation ↗](https://doi.org/10.1609/aaai.v36i2.20024)**Mengyang Li, Fengguang Su, Ou Wu et al.*5 citations*
1127. **[MMA: Multi-Camera Based Global Motion Averaging ↗](https://doi.org/10.1609/aaai.v36i1.19927)**Hainan Cui, Shuhan Shen*5 citations*
1128. **[MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21639)**Jie Liu, Lingyun Song, Li Gao et al.*5 citations*
1129. **[Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment ↗](https://doi.org/10.1609/aaai.v36i5.20438)**Lukas Graf, Tobias Harks, Kostas Kollias et al.*5 citations*
1130. **[Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification ↗](https://doi.org/10.1609/aaai.v36i1.19987)**Zhipeng Huang, Jiawei Liu, Liang Li et al.*5 citations*
1131. **[Modeling Attrition in Recommender Systems with Departing Bandits ↗](https://doi.org/10.1609/aaai.v36i6.20554)**Omer Ben-Porat, Lee Cohen, Liu Leqi et al.*5 citations*
1132. **[Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers ↗](https://doi.org/10.1609/aaai.v36i7.20668)**Payam Karisani*5 citations*
1133. **[Operator-Potential Heuristics for Symbolic Search ↗](https://doi.org/10.1609/aaai.v36i9.21210)**Daniel Fišer, Álvaro Torralba, Jörg Hoffmann*5 citations*
1134. **[Optimal Local Explainer Aggregation for Interpretable Prediction ↗](https://doi.org/10.1609/aaai.v36i11.21458)**Qiaomei Li, Rachel Cummings, Yonatan Dov Mintz*5 citations*
1135. **[Optimal Tensor Transport ↗](https://doi.org/10.1609/aaai.v36i7.20672)**Tanguy Kerdoncuff, Rémi Emonet, Michaël Perrot et al.*5 citations*
1136. **[Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing ↗](https://doi.org/10.1609/aaai.v36i6.20640)**Bing Han, Cheng Wang, Kaushik Roy*5 citations*
1137. **[P^3-Net: Part Mobility Parsing from Point Cloud Sequences via Learning Explicit Point Correspondence ↗](https://doi.org/10.1609/aaai.v36i2.20122)**Yahao Shi, Xinyu Cao, Feixiang Lu et al.*5 citations*
1138. **[PlanVerb: Domain-Independent Verbalization and Summary of Task Plans ↗](https://doi.org/10.1609/aaai.v36i9.21204)**Gerard Canal, Senka Krivić, Paul Luff et al.*5 citations*
1139. **[Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction ↗](https://doi.org/10.1609/aaai.v36i2.20080)**Jiawei Lu, He Wang, Tianjia Shao et al.*5 citations*
1140. **[PosterBot: A System for Generating Posters of Scientific Papers with Neural Models ↗](https://doi.org/10.1609/aaai.v36i11.21738)**Sheng Yong Xu, Xiaojun Wan*5 citations*
1141. **[Reducing Flipping Errors in Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v36i6.20603)**Xiang Deng, Yun Xiao, Bo Long et al.*5 citations*
1142. **[Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability ↗](https://doi.org/10.1609/aaai.v36i8.20818)**Aviv Tamar, Daniel Soudry, Ev Zisselman*5 citations*
1143. **[Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs ↗](https://doi.org/10.1609/aaai.v36i9.21220)**Siow Meng Low, Akshat Kumar, Scott Sanner*5 citations*
1144. **[Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements ↗](https://doi.org/10.1609/aaai.v36i7.20734)**Ziye Ma, Yingjie Bi, Javad Lavaei et al.*5 citations*
1145. **[Sparsification of Decomposable Submodular Functions ↗](https://doi.org/10.1609/aaai.v36i9.21275)**Akbar Rafiey, Yuichi Yoshida*5 citations*
1146. **[StoryQ—an Online Environment for Machine Learning of Text Classification ↗](https://doi.org/10.1609/aaai.v36i11.21567)**William Finzer, Jie Chao, Carolyn Penstein Rosé et al.*5 citations*
1147. **[Sublinear Time Approximation of Text Similarity Matrices ↗](https://doi.org/10.1609/aaai.v36i7.20779)**Archan Ray, Nicholas Monath, Andrew McCallum et al.*5 citations*
1148. **[Teaching Humans When to Defer to a Classifier via Exemplars ↗](https://doi.org/10.1609/aaai.v36i5.20469)**Hussein Mozannar, Arvind Satyanarayan, David A. Sontag*5 citations*
1149. **[The Importance of Hyperparameter Optimisation for Facial Recognition Applications ↗](https://doi.org/10.1609/aaai.v36i11.21701)**Hannah M. Claus*5 citations*
1150. **[Towards Bridging Sample Complexity and Model Capacity ↗](https://doi.org/10.1609/aaai.v36i2.20092)**Shibin Mei, Chenglong Zhao, Shengchao Yuan et al.*5 citations*
1151. **[Using Conditional Independence for Belief Revision ↗](https://doi.org/10.1609/aaai.v36i5.20524)**Matthew James Lynn, James P. Delgrande, Pavlos Peppas*5 citations*
1152. **[Using Public Data to Predict Demand for Mobile Health Clinics ↗](https://doi.org/10.1609/aaai.v36i11.21513)**Haipeng Chen, Susobhan Ghosh, Gregory Fan et al.*5 citations*
1153. **[Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula ↗](https://doi.org/10.1609/aaai.v36i5.20525)**Sagar Malhotra, Luciano Serafini*5 citations*
1154. **[Zeroth-Order Optimization for Composite Problems with Functional Constraints ↗](https://doi.org/10.1609/aaai.v36i7.20709)**Zichong Li, Pin‐Yu Chen, Sijia Liu et al.*5 citations*
1155. **[6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing ↗](https://doi.org/10.1609/aaai.v36i4.20396)**Dmitrii Zhemchuzhnikov, Ilia Igashov, Sergei Grudinin*4 citations*
1156. **[A Complete Criterion for Value of Information in Soluble Influence Diagrams ↗](https://doi.org/10.1609/aaai.v36i9.21242)**Chris van Merwijk, Ryan Carey, Tom Everitt*4 citations*
1157. **[A Demonstration of Compositional, Hierarchical Interactive Task Learning ↗](https://doi.org/10.1609/aaai.v36i11.21728)**Aaron Mininger, John E. Laird*4 citations*
1158. **[A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues ↗](https://doi.org/10.1609/aaai.v36i10.21349)**Qian Lin, Hwee Tou Ng*4 citations*
1159. **[AI Snap! Blocks for Speech Input and Output, Computer Vision, Word Embeddings, and Neural Net Creation, Training, and Use ↗](https://doi.org/10.1609/aaai.v36i11.21568)**Ken Kahn, Ramana Prasad, Gayathri Veera*4 citations*
1160. **[AI-Assisted Controls Change Management for Cybersecurity in the Cloud ↗](https://doi.org/10.1609/aaai.v36i11.21537)**Harshal Tupsamudre, Arun Kumar, Vikas Agarwal et al.*4 citations*
1161. **[Adaptive Pairwise Weights for Temporal Credit Assignment ↗](https://doi.org/10.1609/aaai.v36i8.20909)**Zeyu Zheng, Risto Vuorio, Richard L. Lewis et al.*4 citations*
1162. **[An Online Learning Approach to Sequential User-Centric Selection Problems ↗](https://doi.org/10.1609/aaai.v36i6.20572)**Junpu Chen, Xie Hong*4 citations*
1163. **[Bayesian Model-Based Offline Reinforcement Learning for Product Allocation ↗](https://doi.org/10.1609/aaai.v36i11.21523)**Porter Jenkins, Hua Wei, J. Stockton Jenkins et al.*4 citations*
1164. **[CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21652)**Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand*4 citations*
1165. **[ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India ↗](https://doi.org/10.1609/aaai.v36i11.21449)**Raghu Vamshi Hemadri, Amarjot Singh, AJEET KUMAR SINGH*4 citations*
1166. **[Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations ↗](https://doi.org/10.1609/aaai.v36i7.20763)**Konstantinos P. Panousis, Anastasios Antoniadis, Sotirios Chatzis*4 citations*
1167. **[Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation ↗](https://doi.org/10.1609/aaai.v36i4.20386)**Qin Wang, Jiayang Chen, Yuzhe Zhou et al.*4 citations*
1168. **[Context Uncertainty in Contextual Bandits with Applications to Recommender Systems ↗](https://doi.org/10.1609/aaai.v36i8.20831)**Hao Wang, Yifei Ma, Hao Ding et al.*4 citations*
1169. **[DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection ↗](https://doi.org/10.1609/aaai.v36i11.21482)**Guang Yang, Juan Cao, Qiang Sheng et al.*4 citations*
1170. **[Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction ↗](https://doi.org/10.1609/aaai.v36i2.20044)**Zongzhao Li, Xiangyu Zhu, Zhen Lei et al.*4 citations*
1171. **[DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training ↗](https://doi.org/10.1609/aaai.v36i5.20473)**Xianglin Yang, Yun Hui Lin, Ruofan Liu et al.*4 citations*
1172. **[Dimensionality and Coordination in Voting: The Distortion of STV ↗](https://doi.org/10.1609/aaai.v36i5.20404)**Ioannis Anagnostides, Dimitris A. Fotakis, Panagiotis Patsilinakos*4 citations*
1173. **[Distribution Aware VoteNet for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v36i2.20049)**Junxiong Liang, Pei An, Jie Ma*4 citations*
1174. **[Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation ↗](https://doi.org/10.1609/aaai.v36i6.20612)**Jicong Fan*4 citations*
1175. **[Entailment Relation Aware Paraphrase Generation ↗](https://doi.org/10.1609/aaai.v36i10.21376)**Abhilasha Sancheti, Balaji Vasan Srinivasan, Rachel Rudinger*4 citations*
1176. **[EqGNN: Equalized Node Opportunity in Graphs ↗](https://doi.org/10.1609/aaai.v36i8.20808)**Uriel Singer, Kira Radinsky*4 citations*
1177. **[Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients ↗](https://doi.org/10.1609/aaai.v36i5.20486)**Ringo Baumann, Anna Rapberger, Markus Ulbricht*4 citations*
1178. **[Explainable Shapley-Based Allocation (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21648)**Meir Nizri, Noam Hazon, Amos Azaria*4 citations*
1179. **[Exploiting Mixed Unlabeled Data for Detecting Samples of Seen and Unseen Out-of-Distribution Classes ↗](https://doi.org/10.1609/aaai.v36i8.20814)**Yixuan Sun, Wei Wang*4 citations*
1180. **[Federated Nearest Neighbor Classification with a Colony of Fruit-Flies ↗](https://doi.org/10.1609/aaai.v36i7.20775)**Parikshit Ram, Kaushik Sinha*4 citations*
1181. **[Gaussian Process Bandits with Aggregated Feedback ↗](https://doi.org/10.1609/aaai.v36i8.20892)**Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong*4 citations*
1182. **[Gradient Based Activations for Accurate Bias-Free Learning ↗](https://doi.org/10.1609/aaai.v36i7.20687)**Vinod K Kurmi, Rishabh Sharma, Yash Vardhan Sharma et al.*4 citations*
1183. **[Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction ↗](https://doi.org/10.1609/aaai.v36i4.20395)**Guoliang Zhao, Yuxun Zhou, Zhanbo Xu et al.*4 citations*
1184. **[HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21611)**Piotr Gaiński, Łukasz Maziarka, Tomasz Danel et al.*4 citations*
1185. **[I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding ↗](https://doi.org/10.1609/aaai.v36i7.20776)**Sirisha Rambhatla, Zhengping Che, Yan Liu*4 citations*
1186. **[Improving Local Search Algorithms via Probabilistic Configuration Checking ↗](https://doi.org/10.1609/aaai.v36i9.21269)**Weilin Luo, Rongzhen Ye, Hai Wan et al.*4 citations*
1187. **[Inferring Lexicographically-Ordered Rewards from Preferences ↗](https://doi.org/10.1609/aaai.v36i5.20516)**Alihan Hüyük, William R. Zame, Mihaela van der Schaar*4 citations*
1188. **[Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models ↗](https://doi.org/10.1609/aaai.v36i8.20890)**Luxin Zhang, Pascal Germain, Yacine Kessaci et al.*4 citations*
1189. **[KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss ↗](https://doi.org/10.1609/aaai.v36i6.20582)**Yuhan Chen, Takashi Matsubara, Takaharu Yaguchi*4 citations*
1190. **[Knowledge Distillation via Constrained Variational Inference ↗](https://doi.org/10.1609/aaai.v36i7.20786)**Ardavan Saeedi, Yuria Utsumi, Li Sun et al.*4 citations*
1191. **[LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems ↗](https://doi.org/10.1609/aaai.v36i11.21736)**Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal et al.*4 citations*
1192. **[Laneformer: Object-Aware Row-Column Transformers for Lane Detection ↗](https://doi.org/10.1609/aaai.v36i1.19961)**Jianhua Han, Xiajun Deng, Xinyue Cai et al.*4 citations*
1193. **[Learning Losses for Strategic Classification ↗](https://doi.org/10.1609/aaai.v36i7.20696)**Tosca Lechner, Ruth Urner*4 citations*
1194. **[Learning Not to Learn: Nature versus Nurture In Silico ↗](https://doi.org/10.1609/aaai.v36i7.20691)**Robert Tjarko Lange, Henning Sprekeler*4 citations*
1195. **[Learning the Optimal Recommendation from Explorative Users ↗](https://doi.org/10.1609/aaai.v36i9.21178)**Fan Yao, Chuanhao Li, Denis Nekipelov et al.*4 citations*
1196. **[Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error ↗](https://doi.org/10.1609/aaai.v36i6.20565)**Anamay Chaturvedi, Matthew Jones, Huy Lê Nguyễn*4 citations*
1197. **[Logic Rule Guided Attribution with Dynamic Ablation ↗](https://doi.org/10.1609/aaai.v36i1.19881)**Jianqiao An, Yuandu Lai, Yahong Han*4 citations*
1198. **[Measuring Students’ Engagement with Digital Interactive Textbooks by Analyzing Clickstream Data ↗](https://doi.org/10.1609/aaai.v36i11.21702)**Breanne Crockett*4 citations*
1199. **[Micronutrient Deficiency Prediction via Publicly Available Satellite Data ↗](https://doi.org/10.1609/aaai.v36i11.21512)**Elizabeth Bondi, Haipeng Chen, Christopher De Weir Golden et al.*4 citations*
1200. **[Modification-Fair Cluster Editing ↗](https://doi.org/10.1609/aaai.v36i6.20617)**Vincent Froese, Leon Kellerhals, Rolf Niedermeier*4 citations*

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