Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers
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- Learning to Evolve on Dynamic Graphs (Student Abstract) ↗Xintao Xiang, Tiancheng Huang, Donglin Wang1 citation
- Learning to Learn Transferable Attack ↗Shuman Fang, Jie Li, Xianming Lin et al.1 citation
- Learning to Rank Articles for Molecular Queries ↗Galia Nordon, Aviram Magen, Ido Guy et al.1 citation
- Learning to Search in Local Branching ↗Defeng Liu, Matteo Fischetti, Andrea Lodi1 citation
- Learning-Augmented Algorithms for Online Steiner Tree ↗Chenyang Xu, Benjamin Moseley1 citation
- Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization ↗Pierre Liotet, Francesco Vidaich, Alberto Maria Metelli et al.1 citation
- Linear-Time Verification of Data-Aware Dynamic Systems with Arithmetic ↗Paolo Felli, Marco Montali, Sarah Winkler1 citation
- Locally Fair Partitioning ↗Pankaj Agarwal, Shao-Heng Ko, Kamesh Munagala et al.1 citation
- MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter ↗Yoonseok Hong, Shounan An, Sunwoo Im et al.1 citation
- Max-Min Grouped Bandits ↗Zhenlin Wang, Jonathan Scarlett1 citation
- Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract) ↗Ka Ming Wong, Richard Tzong‐Han Tsai1 citation
- Model-Based Image Signal Processors via Learnable Dictionaries ↗Marcos V. Conde, Steven McDonagh, Matteo Maggioni et al.1 citation
- Multi-Leader Congestion Games with an Adversary ↗Tobias Harks, Mona Henle, Max Klimm et al.1 citation
- Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) ↗Jie Yang, Chin‐Teng Lin1 citation
- Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information ↗Janis Kalofolias, Jilles Vreeken1 citation
- NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract) ↗Robert Clark Wu, Nayan Saxena, Rohan Jain1 citation
- Nice Perfume. How Long Did You Marinate in It? Multimodal Sarcasm Explanation ↗Poorav Desai, Tanmoy Chakraborty, Md Shad Akhtar1 citation
- Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning ↗Jishnu Ray Chowdhury, Yong Zhuang, Shuyi Wang1 citation
- On Causally Disentangled Representations ↗Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth Nallure Balasubramanian1 citation
- On Improving Resource Allocations by Sharing ↗Robert Bredereck, Andrzej Kaczmarczyk, Junjie Luo et al.1 citation
- On the Complexity of Inductively Learning Guarded Clauses ↗Andrei Draghici, Georg Gottlob, Matthias Lanzinger1 citation
- On the Practical Robustness of the Nesterov’s Accelerated Quasi-Newton Method ↗S. Indrapriyadarsini, Hiroshi Ninomiya, Takeshi Kamio et al.1 citation
- On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract) ↗Agnieszka Słowik, Léon Bottou, Sean B. Holden et al.1 citation
- OneRel: Joint Entity and Relation Extraction with One Module in One Step ↗Yu-Ming Shang, Heyan Huang, Xian-Ling Mao1 citation
- Online Elicitation of Necessarily Optimal Matchings ↗Jannik Peters1 citation
- Online Task Assignment Problems with Reusable Resources ↗Hanna Sumita, Shinji Ito, Kei Takemura et al.1 citation
- Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction ↗Marc P. Rigter, Danial Dervovic, Parisa Hassanzadeh et al.1 citation
- Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract) ↗Songwei Shan, Qi Tan, Yiu Chung Lau et al.1 citation
- PMAL: Open Set Recognition via Robust Prototype Mining ↗Jing Lu, Yunxu Xu, Hao Li et al.1 citation
- PageRank for Edges: Axiomatic Characterization ↗Natalia Kucharczuk, Tomasz Wąs, Oskar Skibski1 citation
- Planning with Explanations for Finding Desired Meeting Points on Graphs ↗Keisuke Otaki1 citation
- Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation ↗Patrick Huber, Linzi Xing, Giuseppe Carenini1 citation
- Predicting Physical World Destinations for Commands Given to Self-Driving Cars ↗Dusan Grujicic, Thierry Deruyttere, Marie‐Francine Moens et al.1 citation
- Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks ↗Seungyong Moon, Gaon An, Hyun Oh Song1 citation
- Procedural Text Understanding via Scene-Wise Evolution ↗Jialong Tang, Hongyu Lin, Meng Liao et al.1 citation
- Procrastinated Tree Search: Black-Box Optimization with Delayed, Noisy, and Multi-Fidelity Feedback ↗Junxiong Wang, Debabrota Basu, Immanuel Trummer1 citation
- Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) ↗Yongqi Wu, Xingjun Wang, Chen Chen et al.1 citation
- RES: An Interpretable Replicability Estimation System for Research Publications ↗Zhuoer Wang, Qizhang Feng, Mohinish Chatterjee et al.1 citation
- Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) ↗Hitesh Vaidya, Travis Desell, Alexander G. Ororbia1 citation
- Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment ↗Tieliang Gong, Yuxin Dong, Hong Chen et al.1 citation
- Resolving Inconsistencies in Simple Temporal Problems: A Parameterized Approach ↗Konrad K. Dabrowski, Peter Jönsson, Sebastian Ordyniak et al.1 citation
- Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models ↗Steven Y. Feng, Kevin Lu, Zhuofu Tao et al.1 citation
- Reward-Weighted Regression Converges to a Global Optimum ↗Miroslav Štrupl, Francesco Faccio, Dylan R. Ashley et al.1 citation
- Robust Tests in Online Decision-Making ↗Gi-Soo Kim, Jane Paik Kim, Hyun‐Joon Yang1 citation
- Role of Human-AI Interaction in Selective Prediction ↗Elizabeth Bondi, Raphaël Koster, Hannah Sheahan et al.1 citation
- Rushing and Strolling among Answer Sets – Navigation Made Easy ↗Johannes K. Fichte, Sarah Alice Gaggl, Dominik Rusovac1 citation
- Safe Distillation Box ↗Jingwen Ye, Yining Mao, Jie Song et al.1 citation
- Safe Subgame Resolving for Extensive Form Correlated Equilibrium ↗Chun Kai Ling, Fei Fang1 citation
- Scaling Up Influence Functions ↗Andrea Schioppa, Polina Zablotskaia, David Vilar et al.1 citation
- Search Strategies for Topological Network Optimization ↗Michael D. Moffitt1 citation
- Secretary Matching with Vertex Arrivals and No Rejections ↗Mohak Goyal1 citation
- Shrub Ensembles for Online Classification ↗Sebastian Buschjäger, Sibylle Hess, Katharina J. Morik1 citation
- Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset ↗Matěj Kocián, Jakub Náplava, Daniel Stancl et al.1 citation
- Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media ↗Ning Lu, Zhen Yang, Jian Huang et al.1 citation
- Social Aware Assignment of Passengers in Ridesharing (Student Abstract) ↗Chaya Levinger, Noam Hazon, Amos Azaria1 citation
- Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) ↗Atharv Sonwane, Gautam M. Shroff, Lovekesh Vig et al.1 citation
- Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation ↗Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su et al.1 citation
- Strictly Proper Contract Functions Can Be Arbitrage-Free ↗Eric Neyman, Tim Roughgarden1 citation
- TRF: Learning Kernels with Tuned Random Features ↗Alistair P. Shilton, Sunil Gupta, Santu Rana et al.1 citation
- TempoQR: Temporal Question Reasoning over Knowledge Graphs ↗Costas Mavromatis, Prasanna Lakkur Subramanyam, Vassilis N. Ioannidis et al.1 citation
- Texture Generation Using Dual-Domain Feature Flow with Multi-View Hallucinations ↗Seunggyu Chang, Jungchan Cho, Songhwai Oh1 citation
- The Secretary Problem with Competing Employers on Random Edge Arrivals ↗Xiaohui Bei, Shengyu Zhang1 citation
- Top-Down Deep Clustering with Multi-Generator GANs ↗Daniel P. M. de Mello, Renato Assunção, Fabrício Murai1 citation
- Towards Automating the Generation of Human-Robot Interaction Scenarios ↗Matthew C. Fontaine1 citation
- Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces ↗Andres G. Jaramillo, Marco E. Benalcázar, Sebastian Sardiña et al.1 citation
- Towards Multimodal Vision-Language Models Generating Non-generic Text ↗Wes Robbins1 citation
- Two-Price Equilibrium ↗Michal Feldman, Galia Shabtai, Aner Wolfenfeld1 citation
- Using Multimodal Data and AI to Dynamically Map Flood Risk ↗Lydia Bryan-Smith1 citation
- Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) ↗Elizabeth Akinyi Ondula, Bhaskar Krishnamachari1 citation
- VECA: A New Benchmark and Toolkit for General Cognitive Development ↗Kwanyoung Park, Hyunseok Oh, Youngki Lee1 citation
- Visual Definition Modeling: Challenging Vision & Language Models to Define Words and Objects ↗Bianca Scarlini, Tommaso Pasini, Roberto Navigli A1 citation
- Worst-Case Voting When the Stakes Are High ↗Anson Kahng, Gregory Kehne1 citation
- A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) ↗Xiuyu Huang, Nan Zhou, Kup‐Sze Choi
- A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle (Student Abstract) ↗Vahid Naghashi, Abdoulaye Baniré Diallo
- A Probabilistic Framework for Land Deformation Prediction (Student Abstract) ↗Rongfan Li, Fan Zhou, Goce Trajcevski et al.
- A Scalable Parallel Algorithm for Balanced Sampling (Student Abstract) ↗Alexander Lee, Stefan Walzer-Goldfeld, Shukry Zablah et al.
- A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract) ↗S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya et al.
- Actionable Model-Centric Explanations (Student Abstract) ↗Cecilia G. Morales, Nicholas Gisolfi, Robert Edman et al.
- An Ontological Approach towards Automatic Creation of Infographics from Formal Text (Student Abstract) ↗Devin Garg, Tanuj Agarwal, Chiranjoy Chattopadhyay
- Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract) ↗Haopeng Ren, Yi Cai, Yushi Zeng
- Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) ↗Jason Wang, Kaiqun Fu, Zhiqian Chen et al.
- Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract) ↗Yuqi Bu, Jiayuan Xie, Liuwu Li et al.
- Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract) ↗Xiangping Zheng, Xun Liang, Bo Wu
- Code Representation Learning Using Prüfer Sequences (Student Abstract) ↗Tenzin Jinpa, Yong Ming Gao
- Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) ↗Guanyu Wang, Xovee Xu, Ting Zhong et al.
- Contrastive Personalization Approach to Suspect Identification (Student Abstract) ↗Devansh Gupta, Drishti Bhasin, Sarthak Bhagat et al.
- Criticality-Based Advice in Reinforcement Learning (Student Abstract) ↗Yitzhak Spielberg, Amos Azaria
- Do We Need a New Large-Scale Quality Assessment Database for Generative Inpainting Based 3D View Synthesis? (Student Abstract) ↗Sadbhawna, Vinit Jakhetiya, Badri Narayan Subudhi et al.
- FORCE: A Framework of Rule-Based Conversational Recommender System ↗Jun Quan, Ze Wei, Qiang Gan et al.
- Fast Heuristic Detection of Offensive Words in Wordwheel Puzzles ↗Anand D. Blum, R. Mitchell Parry
- From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) ↗Lei Zhang, Zhiqian Chen, Chang‐Tien Lu et al.
- Game Balancing in Dominion: An Approach to Identifying Problematic Game Elements ↗Cassandra Ford, Merrick Ohata
- Game Design for Better Security of Combination Locks ↗Jean Pierre Astudillo Guerra, Karim Ahmed, Ryan Maher et al.
- INDEPROP: Information-Preserving De-propagandization of News Articles (Student Abstract) ↗Aaryan Bhagat, Faraaz Mallick, Neel Karia et al.
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