Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers
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- Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams ↗Erdem Bıyık, Anusha Lalitha, Rajarshi Saha et al.3 citations
- Prevailing in the Dark: Information Walls in Strategic Games ↗Pavel Naumov, Wenxuan Zhang3 citations
- Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning ↗Abdus Salam Azad, Edward Kim, Qiancheng Wu et al.3 citations
- Robust Action Gap Increasing with Clipped Advantage Learning ↗Zhe Zhang, Yaozhong Gan, Xiaoyang Tan3 citations
- Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities ↗Willa Potosnak3 citations
- Robustification of Online Graph Exploration Methods ↗Franziska Carola Eberle, Alexander Lindermayr, Nicole Megow et al.3 citations
- SAS: Self-Augmentation Strategy for Language Model Pre-training ↗Yifei Xu, Jingqiao Zhang, He Ru et al.3 citations
- Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation ↗Olivier Graffeuille, Yun Sing Koh, Jörg Simon Wicker et al.3 citations
- Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model ↗Cheng Chen, Canzhe Zhao, Shuai Li3 citations
- Stochastic Goal Recognition Design Problems with Suboptimal Agents ↗Christabel Wayllace, William Yeoh3 citations
- Target Languages (vs. Inductive Biases) for Learning to Act and Plan ↗Héctor Geffner3 citations
- Text Revision By On-the-Fly Representation Optimization ↗Jingjing Li, Zichao Li, Tao Ge et al.3 citations
- The King Is Naked: On the Notion of Robustness for Natural Language Processing ↗Emanuele La Malfa, Marta Kwiatkowska3 citations
- The Strange Role of Information Asymmetry in Auctions—Does More Accurate Value Estimation Benefit a Bidder? ↗Haifeng Xu, Ruggiero Cavallo3 citations
- Theory of and Experiments on Minimally Invasive Stability Preservation in Changing Two-Sided Matching Markets ↗Niclas Boehmer, Klaus Heeger, Rolf Niedermeier3 citations
- Towards an Effective Orthogonal Dictionary Convolution Strategy ↗Yishi Li, Kunran Xu, Rui Lai et al.3 citations
- Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract) ↗Youngkyoung Kim, Misoo Kim, Eunseok Lee3 citations
- Undercover Boolean Matrix Factorization with MaxSAT ↗Florent Avellaneda, Roger Villemaire3 citations
- With False Friends Like These, Who Can Notice Mistakes? ↗Lue Tao, Lei Feng, Jinfeng Yi et al.3 citations
- Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph ↗Liyan Xu, Xuchao Zhang, Bo Zong et al.3 citations
- A Fast Local Search Algorithm for the Latin Square Completion Problem ↗Shiwei Pan, Yiyuan Wang, Minghao Yin2 citations
- A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) ↗Yaning Zhang, Liangqing Wu, Yangyang Wang et al.2 citations
- A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) ↗Junchi Bin, Choudhury A. Rahman, Shane Rogers et al.2 citations
- A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract) ↗Nicholas Halliwell, Fabien L. Gandon, Freddy Lécué2 citations
- A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce ↗Lianghua Huang, Yu Liu, Bin Wang et al.2 citations
- AdaLoss: A Computationally-Efficient and Provably Convergent Adaptive Gradient Method ↗Xiaoxia Wu, Yuege Xie, Simon S. Du et al.2 citations
- Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation ↗Jogendra Nath Kundu, Akshay R Kulkarni, Suvaansh Bhambri et al.2 citations
- An Adversarial Framework for Generating Unseen Images by Activation Maximization ↗Yang Zhang, Wang Zhou, Gaoyuan Zhang et al.2 citations
- An Algorithmic Introduction to Savings Circles ↗Rediet Abebe, Adam Eck, Christian Ikeokwu et al.2 citations
- An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion ↗Huisheng Mao, Baozheng Zhang, Hua Xu et al.2 citations
- Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) ↗Renaud Bernatchez, Audrey Durand, Flavie Lavoie‐Cardinal2 citations
- Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks ↗Simone Marullo, Matteo Tiezzi, Marco Gori et al.2 citations
- Blocking Influence at Collective Level with Hard Constraints (Student Abstract) ↗Zonghan Zhang, Subhodip Biswas, Fanglan Chen et al.2 citations
- CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance ↗Anoop Karnik Dasika, Praveen Paruchuri2 citations
- Chaining Value Functions for Off-Policy Learning ↗Simon Schmitt, John S. Shawe-Taylor, Hado P. van Hasselt2 citations
- Characterization of Incentive Compatibility of an Ex-ante Constrained Player ↗Bonan Ni, Pingzhong Tang2 citations
- Characterizing the Program Expressive Power of Existential Rule Languages ↗Heng Zhang, Guifei Jiang2 citations
- Chunk Dynamic Updating for Group Lasso with ODEs ↗Diyang Li, Bin Gu2 citations
- Complexity of Deliberative Coalition Formation ↗Edith Elkind, Abheek Ghosh, Paul W. Goldberg2 citations
- Conditional Abstract Dialectical Frameworks ↗Jesse Heyninck, Matthias Thimm, Gabriele Kern-Isberner et al.2 citations
- Deciding Unsolvability in Temporal Planning under Action Non-Self-Overlapping ↗Stefan Panjkovic, Andrea Micheli, Alessandro Cimatti2 citations
- Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process ↗Huafeng Liu, Tong Zhou, Jiaqi Wang2 citations
- Efficient Attribute (α,β)-Core Detection in Large Bipartite Graphs (Student Abstract) ↗Yanping Wu, Renjie Sun, Chen Chen et al.2 citations
- Efficient Decentralized Stochastic Gradient Descent Method for Nonconvex Finite-Sum Optimization Problems ↗Wenkang Zhan, Gang Wu, Hongchang Gao2 citations
- Efficient Deep Learning for Multi Agent Pathfinding ↗Natalie Abreu2 citations
- Exploiting Invariance in Training Deep Neural Networks ↗Chengxi Ye, Xiong Hui Zhou, Tristan McKinney et al.2 citations
- Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) ↗Yi Liang, Shuai Zhao, Cheng Bo et al.2 citations
- Extended Goal Recognition Design with First-Order Computation Tree Logic ↗Tsz-Chiu Au2 citations
- Fair and Truthful Giveaway Lotteries ↗Tal Arbiv, Yonatan Aumann2 citations
- FairFoody: Bringing In Fairness in Food Delivery ↗Anjali Gupta, Rahul Yadav, Ashish Nair et al.2 citations
- FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack Resistance (Student Abstract) ↗Woocheol Kim, Hyuk Lim2 citations
- Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics ↗Zirou Qiu, Chen Chen, MADHAV V. MARATHE et al.2 citations
- From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs ↗Weijie Liu, Hui Qian, Chao Zhang et al.2 citations
- Generalized Stochastic Matching ↗Alireza Farhadi, Jacob Gilbert, MohammadTaghi Hajiaghayi2 citations
- Graph-Based Point Tracker for 3D Object Tracking in Point Clouds ↗Minseong Park, Hongje Seong, Wonje Jang et al.2 citations
- HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks ↗Lin Jie Kong, Wei Sun, Fanhua Shang et al.2 citations
- How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild ↗Pablo A. M. Casares, Bao Sheng Loe, John Burden et al.2 citations
- How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues ↗Manon Revel, Tao Lin, Daniel Halpern2 citations
- Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems ↗Frederik Baymler Mathiesen, Bin Yang, Jilin Hu2 citations
- Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) ↗Jeffrey Fairbanks, Andres Orbe, Christine Patterson et al.2 citations
- Identifying Early Warning Signals from News Using Network Community Detection ↗Nataliya Le Vine, Eric Boxer, Mustafa Dinani et al.2 citations
- Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem ↗Masoud Seddighin, Saeed Seddighin2 citations
- Increasing the Diversity of Deep Generative Models ↗Sebastian Berns2 citations
- Is There a Strongest Die in a Set of Dice with the Same Mean Pips? ↗Shang Lu, Shuji Kijima2 citations
- Iterative Calculus of Voting under Plurality ↗Fabricio Vasselai2 citations
- KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification ↗Lingfeng Shen, Shoushan Li, Ying Chen2 citations
- KOALA: A Kalman Optimization Algorithm with Loss Adaptivity ↗Aram Davtyan, Sepehr Sameni, Llukman Çerkezi et al.2 citations
- Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) ↗Ze Fu, Junhao Feng, Changmeng Zheng et al.2 citations
- Learning Influence Adoption in Heterogeneous Networks ↗Vincent Conitzer, Debmalya Panigrahi, Hanrui Zhang2 citations
- Learning by Competition of Self-Interested Reinforcement Learning Agents ↗Stephen Chung2 citations
- Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) ↗Yu Liu, Xovee Xu, Ting Zhong et al.2 citations
- Local and Global Convergence of General Burer-Monteiro Tensor Optimizations ↗Shuang Li, Qiuwei Li2 citations
- Lower Bounds on Intermediate Results in Bottom-Up Knowledge Compilation ↗Alexis de Colnet, Stefan Mengel2 citations
- Ludus: An Optimization Framework to Balance Auto Battler Cards ↗Nathaniel Budijono, Phoebe Goldman, Jack Maloney et al.2 citations
- Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification ↗Hirokazu Kiyomaru, Sadao Kurohashi2 citations
- Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors ↗Maryam Tabar, Dongwon Lee, David Peter Hughes et al.2 citations
- Multi-Dimension Attention for Multi-Turn Dialog Generation (Student Abstract) ↗Billal Belainine, Fatiha Sadat, Mounir Boukadoum2 citations
- Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks ↗Jun-Tae Lee, Hyunsin Park, Sungrack Yun et al.2 citations
- Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models ↗Changyu Chen, Avinandan Bose, Shih-Fen Cheng et al.2 citations
- Neural Networks Classify through the Class-Wise Means of Their Representations ↗Mohamed El Amine Seddik, Mohamed Tamaazousti2 citations
- NukCP: An Improved Local Search Algorithm for Maximum k-Club Problem ↗Jiejiang Chen, Yiyuan Wang, Shaowei Cai et al.2 citations
- OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning ↗Sheng Liu, Kevin Lin, Lijuan Wang et al.2 citations
- Online Search with Best-Price and Query-Based Predictions ↗Spyros Angelopoulos, Shahin Kamali, Dehou Zhang2 citations
- Outlier Detection in Wind Turbine Frequency Converters Using Long-Term Sensor Data ↗Nils Schwenzfeier, Markus Heikamp, Ole Meyer et al.2 citations
- PEA*+IDA*: An Improved Hybrid Memory-Restricted Algorithm ↗Frederico Messa, André Grahl Pereira2 citations
- Participatory Machine Learning Models in Feminicide News Alert Detection ↗Amelia Lee Doğan2 citations
- Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model ↗Jialian Li, Tongzheng Ren, Dong Yan et al.2 citations
- Predictive Student Modelling in an Online Reading Platform ↗Effat Farhana, Teomara A. Rutherford, Collin F. Lynch2 citations
- Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce ↗Heng-Yi Li, Yabo Ni, Anxiang Zeng et al.2 citations
- Provable Sensor Sets for Epidemic Detection over Networks with Minimum Delay ↗Jack Heavey, Jiaming Cui, Chen Chen et al.2 citations
- Random Mapping Method for Large-Scale Terrain Modeling ↗Xu Liu, Decai Li, Yuqing He2 citations
- Reforming an Envy-Free Matching ↗Takehiro Ito, Yuni Iwamasa, Naonori Kakimura et al.2 citations
- SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment ↗Maurício Gruppi, Sibel Adalı, Pin‐Yu Chen2 citations
- Sequential Blocked Matching ↗Nicholas Bishop, Hau Chan, Debmalya Mandal et al.2 citations
- Smoothing Advantage Learning ↗Yaozhong Gan, Zhe Zhang, Xiaoyang Tan2 citations
- Socially Intelligent Affective AI ↗Aarti Malhotra2 citations
- Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments ↗Honguk Woo, Gwangpyo Yoo, Minjong Yoo2 citations
- TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs ↗Shubham Gupta, Sahil Manchanda, Srikanta Bedathur et al.2 citations
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