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

Combating Sampling Bias: A Self-Training Method in Credit Risk Models ↗Jingxian Liao, Wei Wang, Chun Jason Xue et al.5 citations
Cross-Domain Collaborative Normalization via Structural Knowledge ↗Haifeng Xia, Zhengming Ding5 citations
Decompose the Sounds and Pixels, Recompose the Events ↗Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li et al.5 citations
Deep Clustering of Text Representations for Supervision-Free Probing of Syntax ↗Vikram Gupta, Haoyue Shi, Kevin Gimpel et al.5 citations
Deep Confidence Guided Distance for 3D Partial Shape Registration ↗Dvir Ginzburg, Dan Raviv5 citations
DiPS: Differentiable Policy for Sketching in Recommender Systems ↗Aritra Ghosh, Saayan Mitra, Andrew Lan5 citations
Differentially Describing Groups of Graphs ↗Corinna Coupette, Sebastian Dalleiger, Jilles Vreeken5 citations
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes ↗Florent Delgrange, Ann Nowé, Guillermo A. Pérez5 citations
Efficiency of Ad Auctions with Price Displaying ↗Matteo Castiglioni, Diodato Ferraioli, Nicola Gatti et al.5 citations
Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets ↗Yunxia Wang, Fuyuan Cao, Kui Yu et al.5 citations
Efficient Riemannian Meta-Optimization by Implicit Differentiation ↗Xiaomeng Fan, Yuwei Wu, Zhi Feng Gao et al.5 citations
Elastic-Link for Binarized Neural Networks ↗Jie Hu, Ziheng Wu, Vince Junkai Tan et al.5 citations
Encoding Multi-Valued Decision Diagram Constraints as Binary Constraint Trees ↗Ruiwei Wang, Roland H. C. Yap5 citations
Entropy Estimation via Normalizing Flow ↗Ziqiao Ao, Jinglai Li5 citations
Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract) ↗Haoyang Yu, Xovee Xu, Ting Zhong et al.5 citations
Fourier Representations for Black-Box Optimization over Categorical Variables ↗Hamid Dadkhahi, Jesús Ríos, Karthikeyan Shanmugam et al.5 citations
Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation ↗Keyu Wu, Min Wu, Zhenghua Chen et al.5 citations
HoD-Net: High-Order Differentiable Deep Neural Networks and Applications ↗Siyuan Shen, Tianjia Shao, Kun Zhou et al.5 citations
Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics ↗Rostislav Horčı́k, Daniel Fišer, Álvaro Torralba5 citations
How Good Are Low-Rank Approximations in Gaussian Process Regression? ↗Constantinos Daskalakis, Πέτρος Δελλαπόρτας, Aristeidis Panos5 citations
Identifiability of Linear AMP Chain Graph Models ↗Yuhao Wang, Arnab Bhattacharyya5 citations
Instance Selection: A Bayesian Decision Theory Perspective ↗Qingqiang Chen, Fuyuan Cao, Ying Xing et al.5 citations
Invariant Action Effect Model for Reinforcement Learning ↗Zheng-Mao Zhu, Shengyi Jiang, Yu-Ren Liu et al.5 citations
Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds ↗Brendan Juba, Roni Stern5 citations
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract) ↗Hongbin Ye, Ningyu Zhang, Zhen Bi et al.5 citations
Logit Perturbation ↗Mengyang Li, Fengguang Su, Ou Wu et al.5 citations
MMA: Multi-Camera Based Global Motion Averaging ↗Hainan Cui, Shuhan Shen5 citations
MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) ↗Jie Liu, Lingyun Song, Li Gao et al.5 citations
Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment ↗Lukas Graf, Tobias Harks, Kostas Kollias et al.5 citations
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification ↗Zhipeng Huang, Jiawei Liu, Liang Li et al.5 citations
Modeling Attrition in Recommender Systems with Departing Bandits ↗Omer Ben-Porat, Lee Cohen, Liu Leqi et al.5 citations
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers ↗Payam Karisani5 citations
Operator-Potential Heuristics for Symbolic Search ↗Daniel Fišer, Álvaro Torralba, Jörg Hoffmann5 citations
Optimal Local Explainer Aggregation for Interpretable Prediction ↗Qiaomei Li, Rachel Cummings, Yonatan Dov Mintz5 citations
Optimal Tensor Transport ↗Tanguy Kerdoncuff, Rémi Emonet, Michaël Perrot et al.5 citations
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing ↗Bing Han, Cheng Wang, Kaushik Roy5 citations
P^3-Net: Part Mobility Parsing from Point Cloud Sequences via Learning Explicit Point Correspondence ↗Yahao Shi, Xinyu Cao, Feixiang Lu et al.5 citations
PlanVerb: Domain-Independent Verbalization and Summary of Task Plans ↗Gerard Canal, Senka Krivić, Paul Luff et al.5 citations
Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction ↗Jiawei Lu, He Wang, Tianjia Shao et al.5 citations
PosterBot: A System for Generating Posters of Scientific Papers with Neural Models ↗Sheng Yong Xu, Xiaojun Wan5 citations
Reducing Flipping Errors in Deep Neural Networks ↗Xiang Deng, Yun Xiao, Bo Long et al.5 citations
Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability ↗Aviv Tamar, Daniel Soudry, Ev Zisselman5 citations
Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs ↗Siow Meng Low, Akshat Kumar, Scott Sanner5 citations
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements ↗Ziye Ma, Yingjie Bi, Javad Lavaei et al.5 citations
Sparsification of Decomposable Submodular Functions ↗Akbar Rafiey, Yuichi Yoshida5 citations
StoryQ—an Online Environment for Machine Learning of Text Classification ↗William Finzer, Jie Chao, Carolyn Penstein Rosé et al.5 citations
Sublinear Time Approximation of Text Similarity Matrices ↗Archan Ray, Nicholas Monath, Andrew McCallum et al.5 citations
Teaching Humans When to Defer to a Classifier via Exemplars ↗Hussein Mozannar, Arvind Satyanarayan, David A. Sontag5 citations
The Importance of Hyperparameter Optimisation for Facial Recognition Applications ↗Hannah M. Claus5 citations
Towards Bridging Sample Complexity and Model Capacity ↗Shibin Mei, Chenglong Zhao, Shengchao Yuan et al.5 citations
Using Conditional Independence for Belief Revision ↗Matthew James Lynn, James P. Delgrande, Pavlos Peppas5 citations
Using Public Data to Predict Demand for Mobile Health Clinics ↗Haipeng Chen, Susobhan Ghosh, Gregory Fan et al.5 citations
Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula ↗Sagar Malhotra, Luciano Serafini5 citations
Zeroth-Order Optimization for Composite Problems with Functional Constraints ↗Zichong Li, Pin‐Yu Chen, Sijia Liu et al.5 citations
6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing ↗Dmitrii Zhemchuzhnikov, Ilia Igashov, Sergei Grudinin4 citations
A Complete Criterion for Value of Information in Soluble Influence Diagrams ↗Chris van Merwijk, Ryan Carey, Tom Everitt4 citations
A Demonstration of Compositional, Hierarchical Interactive Task Learning ↗Aaron Mininger, John E. Laird4 citations
A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues ↗Qian Lin, Hwee Tou Ng4 citations
AI Snap! Blocks for Speech Input and Output, Computer Vision, Word Embeddings, and Neural Net Creation, Training, and Use ↗Ken Kahn, Ramana Prasad, Gayathri Veera4 citations
AI-Assisted Controls Change Management for Cybersecurity in the Cloud ↗Harshal Tupsamudre, Arun Kumar, Vikas Agarwal et al.4 citations
Adaptive Pairwise Weights for Temporal Credit Assignment ↗Zeyu Zheng, Risto Vuorio, Richard L. Lewis et al.4 citations
An Online Learning Approach to Sequential User-Centric Selection Problems ↗Junpu Chen, Xie Hong4 citations
Bayesian Model-Based Offline Reinforcement Learning for Product Allocation ↗Porter Jenkins, Hua Wei, J. Stockton Jenkins et al.4 citations
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) ↗Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand4 citations
ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India ↗Raghu Vamshi Hemadri, Amarjot Singh, AJEET KUMAR SINGH4 citations
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations ↗Konstantinos P. Panousis, Anastasios Antoniadis, Sotirios Chatzis4 citations
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation ↗Qin Wang, Jiayang Chen, Yuzhe Zhou et al.4 citations
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems ↗Hao Wang, Yifei Ma, Hao Ding et al.4 citations
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection ↗Guang Yang, Juan Cao, Qiang Sheng et al.4 citations
Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction ↗Zongzhao Li, Xiangyu Zhu, Zhen Lei et al.4 citations
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training ↗Xianglin Yang, Yun Hui Lin, Ruofan Liu et al.4 citations
Dimensionality and Coordination in Voting: The Distortion of STV ↗Ioannis Anagnostides, Dimitris A. Fotakis, Panagiotis Patsilinakos4 citations
Distribution Aware VoteNet for 3D Object Detection ↗Junxiong Liang, Pei An, Jie Ma4 citations
Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation ↗Jicong Fan4 citations
Entailment Relation Aware Paraphrase Generation ↗Abhilasha Sancheti, Balaji Vasan Srinivasan, Rachel Rudinger4 citations
EqGNN: Equalized Node Opportunity in Graphs ↗Uriel Singer, Kira Radinsky4 citations
Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients ↗Ringo Baumann, Anna Rapberger, Markus Ulbricht4 citations
Explainable Shapley-Based Allocation (Student Abstract) ↗Meir Nizri, Noam Hazon, Amos Azaria4 citations
Exploiting Mixed Unlabeled Data for Detecting Samples of Seen and Unseen Out-of-Distribution Classes ↗Yixuan Sun, Wei Wang4 citations
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies ↗Parikshit Ram, Kaushik Sinha4 citations
Gaussian Process Bandits with Aggregated Feedback ↗Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong4 citations
Gradient Based Activations for Accurate Bias-Free Learning ↗Vinod K Kurmi, Rishabh Sharma, Yash Vardhan Sharma et al.4 citations
Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction ↗Guoliang Zhao, Yuxun Zhou, Zhanbo Xu et al.4 citations
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) ↗Piotr Gaiński, Łukasz Maziarka, Tomasz Danel et al.4 citations
I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding ↗Sirisha Rambhatla, Zhengping Che, Yan Liu4 citations
Improving Local Search Algorithms via Probabilistic Configuration Checking ↗Weilin Luo, Rongzhen Ye, Hai Wan et al.4 citations
Inferring Lexicographically-Ordered Rewards from Preferences ↗Alihan Hüyük, William R. Zame, Mihaela van der Schaar4 citations
Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models ↗Luxin Zhang, Pascal Germain, Yacine Kessaci et al.4 citations
KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss ↗Yuhan Chen, Takashi Matsubara, Takaharu Yaguchi4 citations
Knowledge Distillation via Constrained Variational Inference ↗Ardavan Saeedi, Yuria Utsumi, Li Sun et al.4 citations
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems ↗Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal et al.4 citations
Laneformer: Object-Aware Row-Column Transformers for Lane Detection ↗Jianhua Han, Xiajun Deng, Xinyue Cai et al.4 citations
Learning Losses for Strategic Classification ↗Tosca Lechner, Ruth Urner4 citations
Learning Not to Learn: Nature versus Nurture In Silico ↗Robert Tjarko Lange, Henning Sprekeler4 citations
Learning the Optimal Recommendation from Explorative Users ↗Fan Yao, Chuanhao Li, Denis Nekipelov et al.4 citations
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error ↗Anamay Chaturvedi, Matthew Jones, Huy Lê Nguyễn4 citations
Logic Rule Guided Attribution with Dynamic Ablation ↗Jianqiao An, Yuandu Lai, Yahong Han4 citations
Measuring Students’ Engagement with Digital Interactive Textbooks by Analyzing Clickstream Data ↗Breanne Crockett4 citations
Micronutrient Deficiency Prediction via Publicly Available Satellite Data ↗Elizabeth Bondi, Haipeng Chen, Christopher De Weir Golden et al.4 citations
Modification-Fair Cluster Editing ↗Vincent Froese, Leon Kellerhals, Rolf Niedermeier4 citations

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

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