Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers
- MLink: Linking Black-Box Models for Collaborative Multi-Model Inference ↗Mu Yuan, Lan Zhang, Xiang‐Yang Li11 citations
- Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) ↗Hubert Baniecki, Przemysław Biecek11 citations
- Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers ↗Zunlei Feng, Jiacong Hu, Sai Wu et al.11 citations
- Natural Black-Box Adversarial Examples against Deep Reinforcement Learning ↗Mengran Yu, Shiliang Sun11 citations
- Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels ↗Amila Silva, Ling Luo, Shanika A. Karunasekera et al.11 citations
- Path-Specific Objectives for Safer Agent Incentives ↗Sebastian Farquhar, Ryan Carey, Tom Everitt11 citations
- PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model ↗Zhiyuan Wang, Xovee Xu, Goce Trajcevski et al.11 citations
- Probing Word Syntactic Representations in the Brain by a Feature Elimination Method ↗Xiaohan Zhang, Shaonan Wang, Nan Lin et al.11 citations
- Proportional Public Decisions ↗Piotr Skowron, Adrian Gόrecki11 citations
- Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability ↗Kyle Richardson, Ashish Sabharwal11 citations
- Recovering the Propensity Score from Biased Positive Unlabeled Data ↗Walter Gerych, Thomas Hartvigsen, Luke Buquicchio et al.11 citations
- Risk-Aware Stochastic Shortest Path ↗Tobias Meggendorfer11 citations
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss ↗Konstantin Klemmer, Tianlin Xu, Beatrice Acciaio et al.11 citations
- Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations ↗Zhuangdi Zhu, Kaixiang Lin, Bo Dai et al.11 citations
- Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations ↗Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez et al.11 citations
- Sim2Real Object-Centric Keypoint Detection and Description ↗Chengliang Zhong, Chao Yang, Fuchun Sun et al.11 citations
- Smartphone-Based Game Development to Introduce K12 Students in Applied Artificial Intelligence ↗Sara Guerreiro-Santalla, Alma Mallo, Tamara Baamonde et al.11 citations
- Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding ↗Xu Xiao, Libo Qin, Kaiji Chen et al.11 citations
- UNISON: Unpaired Cross-Lingual Image Captioning ↗Jiahui Gao, Yi Xin Zhou, Philip L. H. Yu et al.11 citations
- Wasserstein Unsupervised Reinforcement Learning ↗Shuncheng He, Yuhang Jiang, Hongchang Zhang et al.11 citations
- Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness ↗Carolyn Ashurst, Ryan Carey, Silvia Chiappa et al.11 citations
- A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning ↗Xueguang Lyu, Andrea Baisero, Yuchen Xiao et al.10 citations
- A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection ↗Zhipeng Xie, Yumin Tu10 citations
- A Synthetic Prediction Market for Estimating Confidence in Published Work ↗Sarah Michele Rajtmajer, Christopher H. Griffin, Jian Feng Wu et al.10 citations
- An Experience Report of Executive-Level Artificial Intelligence Education in the United Arab Emirates ↗David Johnson, Mohammad Alsharid, Rasheed El-Bouri et al.10 citations
- ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems ↗Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar et al.10 citations
- Backprop-Free Reinforcement Learning with Active Neural Generative Coding ↗Alexander G. Ororbia, Ankur Mali10 citations
- Bayesian Optimisation for Active Monitoring of Air Pollution ↗Sigrid Passano Hellan, Christopher G. Lucas, Nigel Goddard10 citations
- Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations ↗Aditya A. Kalyanpur, Tom Breloff, David A. Ferrucci10 citations
- Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites ↗Zakaria Mehrab, Mandy Wilson, Serina Y. Chang et al.10 citations
- Deconvolutional Density Network: Modeling Free-Form Conditional Distributions ↗Bing Chen, Mazharul Islam, Jisuo Gao et al.10 citations
- ER: Equivariance Regularizer for Knowledge Graph Completion ↗Zongsheng Cao, Qianqian Xu, Zhiyong Yang et al.10 citations
- Equal Bits: Enforcing Equally Distributed Binary Network Weights ↗Yunqiang Li, Silvia L. Pintea, Jan C. van Gemert10 citations
- Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs ↗Nicholas Halliwell10 citations
- Fixation Maximization in the Positional Moran Process ↗Joachim Brendborg, Panagiotis Karras, Andreas Pavlogiannis et al.10 citations
- Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks ↗Kaleab Belay10 citations
- Hierarchical Context Tagging for Utterance Rewriting ↗Lisa M. Jin, Linfeng Song, Lifeng Jin et al.10 citations
- Idiomatic Expression Paraphrasing without Strong Supervision ↗Jianing Zhou, Ziheng Zeng, Hongyu Gong et al.10 citations
- Interpretable Low-Resource Legal Decision Making ↗Rohan V Bhambhoria, Hui Liu, Samuel Dahan et al.10 citations
- KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-training ↗Weizhe Yuan, Pengfei Liu10 citations
- LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition ↗Jiarui Cai, Yizhou Wang, Hung-Min Hsu et al.10 citations
- Learning to Identify Top Elo Ratings: A Dueling Bandits Approach ↗Xue Yan, Yali Du, Binxin Ru et al.10 citations
- Making Translations to Classical Planning Competitive with Other HTN Planners ↗Gregor Behnke, Florian Pollitt, Daniel Höller et al.10 citations
- Model-Based Diagnosis of Multi-Agent Systems: A Survey ↗Meir Kalech, Avraham Natan10 citations
- Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion ↗Tianqi Tang, Heming Du, Xin Feng Yu et al.10 citations
- Multi-Unit Auction in Social Networks with Budgets ↗Mingyu Xiao, Yuchao Song, Bakh Khoussainov10 citations
- Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation ↗Shengsen Wu, Liang Chen, Yihang Lou et al.10 citations
- PYLON: A PyTorch Framework for Learning with Constraints ↗Kareem Ahmed, Tao Li, Thy Ton et al.10 citations
- Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows ↗Sourabh Balgi, Jose M. Peña, Adel Daoud10 citations
- Predictive Maintenance for General Aviation Using Convolutional Transformers ↗Hong Yan Yang, Aidan LaBella, Travis Desell10 citations
- Prototype-Based Explanations for Graph Neural Networks (Student Abstract) ↗Yong-Min Shin, Sunwoo Kim, Eun Bi Yoon et al.10 citations
- REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos ↗Xianzheng Ma, Hossein Rahmani, Zhipeng Fan et al.10 citations
- Real-Time Driver-Request Assignment in Ridesourcing ↗Hao Wang, Xiaohui Bei10 citations
- Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation ↗Hualiang Wang, Huanpeng Chu, Siming Fu et al.10 citations
- Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime ↗Rui Zhang, Shihua Zhang10 citations
- Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification ↗Anshuka Rangi, Long Tran-Thanh, Haifeng Xu et al.10 citations
- Self-Supervised Object Localization with Joint Graph Partition ↗Yukun Su, Guosheng Lin, Yun Hao et al.10 citations
- Subspace Differential Privacy ↗Jie Gao, Ruobin Gong, Fang-Yi Yu10 citations
- TAG: Learning Timed Automata from Logs ↗Lénaïg Cornanguer, Christine Largouët, Laurence Rozé et al.10 citations
- Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing ↗Zhili Liu, Jianhua Han, Lanqing Hong et al.10 citations
- Tractable Abstract Argumentation via Backdoor-Treewidth ↗Wolfgang Dvořák, Markus Hecher, Matthias König et al.10 citations
- TrustAL: Trustworthy Active Learning Using Knowledge Distillation ↗Beong-woo Kwak, Youngwook Kim, Yu Jin Kim et al.10 citations
- Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction ↗Dongfang Li, Baotian Hu, Qingcai Chen et al.10 citations
- Universal and Tight Online Algorithms for Generalized-Mean Welfare ↗Siddharth Barman, Arindam Khan, Arnab Maiti10 citations
- Unsupervised Editing for Counterfactual Stories ↗Jiangjie Chen, Chun Gan, Sijie Cheng et al.10 citations
- Unsupervised Reinforcement Learning in Multiple Environments ↗Mirco Mutti, Mattia Mancassola, Marcello Restelli10 citations
- Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models ↗Abigail Swenor10 citations
- What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator ↗Hongyao Tang, Zhaopeng Meng, Jianye Hao et al.10 citations
- A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback ↗Semih Çaycı, Yilin Zheng, Atilla Eryılmaz9 citations
- An Optimal Transport Approach to Deep Metric Learning (Student Abstract) ↗Jason Dou, Lei Luo, Raymond Mingrui Yang9 citations
- Bounding Quality in Diverse Planning ↗Michael Katz, Shirin Sohrabi, Octavian Udrea9 citations
- Compilation of Aggregates in ASP Systems ↗Giuseppe Mazzotta, Francesco Ricca, Carmine Dodaro9 citations
- Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection ↗Jinpeng Dong, Yuhao Huang, Songyi Zhang et al.9 citations
- Cross-Modal Coherence for Text-to-Image Retrieval ↗Malihe Alikhani, Fangda Han, Hareesh Ravi et al.9 citations
- CrowdFL: A Marketplace for Crowdsourced Federated Learning ↗Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim et al.9 citations
- Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers ↗Eshika Saxena9 citations
- DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions ↗Lin Ni, Qiming Bao, Xiaoxuan Li et al.9 citations
- DeformRS: Certifying Input Deformations with Randomized Smoothing ↗Motasem Alfarra, Adel Bibi, Naeemullah Khan et al.9 citations
- Demystifying the Chinese Social Credit System: A Case Study on AI-Powered Control Systems in China ↗Vishakha Agrawal9 citations
- Designing a Human-in-the-Loop System for Object Detection in Floor Plans ↗Johannes Jakubik, Patrick Hemmer, Michael Vössing et al.9 citations
- Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model ↗Xin Qiu, Risto P Miikkulainen9 citations
- Differential Assessment of Black-Box AI Agents ↗Rashmeet Kaur Nayyar, Pulkit Verma, Siddharth Srivastava9 citations
- Dual Task Framework for Improving Persona-Grounded Dialogue Dataset ↗Minju Kim, Beong-woo Kwak, Youngwook Kim et al.9 citations
- Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge ↗Haodi Zhang, Zhichao Zeng, Keting Lu et al.9 citations
- Enforcement Heuristics for Argumentation with Deep Reinforcement Learning ↗Dennis Craandijk, Floris Bex9 citations
- Flex Distribution for Bounded-Suboptimal Multi-Agent Path Finding ↗Shao-Hung Chan, Jiaoyang Li, Graeme Gange et al.9 citations
- Fractional Adaptive Linear Units ↗Julio Zamora, Anthony D. Rhodes, Lama Nachman9 citations
- Generalized Dynamic Cognitive Hierarchy Models for Strategic Driving Behavior ↗Atrisha Sarkar, Kate S. Larson, Krzysztof Czarnecki9 citations
- Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering ↗Peng Jia Shi, Patrick Ng, Feng Nan et al.9 citations
- Heterogeneous Facility Location with Limited Resources ↗Argyrios Deligkas, Aris Filos-Ratsikas, Alexandros A. Voudouris9 citations
- Hierarchical Image Generation via Transformer-Based Sequential Patch Selection ↗Xiaogang Xu, Ning Xu9 citations
- Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration ↗Marco Valentino, Mokanarangan Thayaparan, Deborah Mendes Ferreira et al.9 citations
- Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) ↗Bibek Upadhayay, Vahid Behzadan9 citations
- Imbalance-Aware Uplift Modeling for Observational Data ↗Xuanying Chen, Zhining Liu, Li Yu et al.9 citations
- Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations ↗Zhan Shi, Yilin Shen, Hongxia Jin et al.9 citations
- Learning Logic Programs Though Divide, Constrain, and Conquer ↗Andrew Cropper9 citations
- Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning ↗Roy Zohar, Shie Mannor, Guy Tennenholtz9 citations
- Machine Learning for Utility Prediction in Argument-Based Computational Persuasion ↗Ivan Donadello, Anthony Hunter, Stefano Teso et al.9 citations
- Monotone Abstractions in Ontology-Based Data Management ↗Gianluca Cima, Marco Console, Maurizio Lenzerini B et al.9 citations
- Multi-Knowledge Aggregation and Transfer for Semantic Segmentation ↗Yuang Liu, Wei Zhang, Jun Wang9 citations
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