Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers
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- Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining ↗Xin Wang, Amin Hosseininasab, Pablo Colunga et al.18 citations
- Visual Consensus Modeling for Video-Text Retrieval ↗Shuqiang Cao, Bairui Wang, Wei Zhang et al.18 citations
- fGOT: Graph Distances Based on Filters and Optimal Transport ↗Hermina Petric Maretić, Mireille El Gheche, Giovanni Chierchia et al.18 citations
- An Exact Algorithm with New Upper Bounds for the Maximum k-Defective Clique Problem in Massive Sparse Graphs ↗Jian Gao, Zhenghang Xu, Ruizhi Li et al.17 citations
- Bayesian Optimization over Permutation Spaces ↗Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa et al.17 citations
- CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation ↗Yu Qiao, Jincheng Zhu, Chengjiang Long et al.17 citations
- Contrastive Instruction-Trajectory Learning for Vision-Language Navigation ↗Xiwen Liang, Fengda Zhu, Yi Zhu et al.17 citations
- Disentangled Spatiotemporal Graph Generative Models ↗Yuanqi Du, Xiaojie Guo, Hengning Cao et al.17 citations
- Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method ↗James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck17 citations
- Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention ↗Kun Yan, Chenbin Zhang, Jun Hou et al.17 citations
- Interpretable Generative Adversarial Networks ↗Chao Li, Kelu Yao, Jin Wang et al.17 citations
- Learning the Physics of Particle Transport via Transformers ↗Oscar Pastor‐Serrano, Zoltán Perkó17 citations
- Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement ↗Fuwei Zhang, Zhao Zhang, Xiang Ao et al.17 citations
- Multi-Scale Distillation from Multiple Graph Neural Networks ↗Chunhai Zhang, Jie Liu, Kai Dang et al.17 citations
- SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation ↗Wanjie Tao, Yu Li, Liangyue Li et al.17 citations
- Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing ↗Joonhyung Park, June Yong Yang, Jinwoo Shin et al.17 citations
- Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds ↗Zhenbo Shi, Zhi Chen, Zhenbo Xu et al.17 citations
- Task-Level Self-Supervision for Cross-Domain Few-Shot Learning ↗Wang Yuan, Zhizhong Zhang, Cong Wang et al.17 citations
- A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse ↗Junyi Li, Bin Gu, Heng Huang16 citations
- AI Driven Accounts Payable Transformation ↗Tarun Tater, Neelamadhav Gantayat, Sampath Dechu et al.16 citations
- Achieving Long-Term Fairness in Sequential Decision Making ↗Yaowei Hu, Lu Zhang16 citations
- Adversarial Bone Length Attack on Action Recognition ↗Nariki Tanaka, Hiroshi Kera, Kazuhiko Kawamoto16 citations
- Adversarial Learning from Crowds ↗Pengpeng Chen, Hailong Sun, Yongqiang Yang et al.16 citations
- Chess as a Testbed for Language Model State Tracking ↗Shubham Toshniwal, Sam Wiseman, Karen Livescu et al.16 citations
- Differentially Private Normalizing Flows for Synthetic Tabular Data Generation ↗Jae Wook Lee, Minjung Kim, Yonghyun Jeong et al.16 citations
- Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates ↗Dan Ley, Umang Bhatt, Adrian Weller16 citations
- Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework ↗Elias B. Khalil, Pashootan Vaezipoor, Bistra Dilkina16 citations
- From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension ↗Nuo Chen, Linjun Shou, Ming Gong et al.16 citations
- How to Find a Good Explanation for Clustering? ↗Sayan Bandyapadhyay, Fedor V. Fomin, Petr A. Golovach et al.16 citations
- Improved Gradient-Based Adversarial Attacks for Quantized Networks ↗Kartik Gupta, Thalaiyasingam Ajanthan16 citations
- Improving Scene Graph Classification by Exploiting Knowledge from Texts ↗Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt et al.16 citations
- Introducing Symmetries to Black Box Meta Reinforcement Learning ↗Louis Kirsch, Sebastian Flennerhag, Hado P. van Hasselt et al.16 citations
- LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data ↗Dilini Rajapaksha, Christoph Bergmeir16 citations
- Learning Disentangled Classification and Localization Representations for Temporal Action Localization ↗Zixin Zhu, Le Wang, Wei Tang et al.16 citations
- MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation ↗Zhongzhi Yu, Yonggan Fu, Sicheng Li et al.16 citations
- MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks ↗Wentao Zhu, Zhuoqian Yang, Ziang Di et al.16 citations
- Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network ↗Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng et al.16 citations
- Non-parametric Online Learning from Human Feedback for Neural Machine Translation ↗Dongqi Wang, Haoran Wei, Zhirui Zhang et al.16 citations
- Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation ↗Nicholas Egan, Oleg Vasilyev, John Bohannon16 citations
- Reference-Based Speech Enhancement via Feature Alignment and Fusion Network ↗Huanjing Yue, Wenxin Duo, Xiulian Peng et al.16 citations
- Reinforcement Learning with Stochastic Reward Machines ↗Jan Corazza, Ivan Gavran, Daniel Neider16 citations
- Rendering-Aware HDR Environment Map Prediction from a Single Image ↗Jun-Peng Xu, Chenyu Zuo, Fang‐Lue Zhang et al.16 citations
- Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence ↗Ana Lučić, Maurits Bleeker, Sami Jullien et al.16 citations
- Robust Optimal Classification Trees against Adversarial Examples ↗Daniël Vos, Sicco Verwer16 citations
- SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems ↗Harrison Lee, Raghav Gupta, Abhinav Rastogi et al.16 citations
- Shard Systems: Scalable, Robust and Persistent Multi-Agent Path Finding with Performance Guarantees ↗Christopher Leet, Jiaoyang Li, Sven Koenig16 citations
- Solving PDE-Constrained Control Problems Using Operator Learning ↗Rakhoon Hwang, Jae Yong Lee, Jin Young Shin et al.16 citations
- TiGAN: Text-Based Interactive Image Generation and Manipulation ↗Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu et al.16 citations
- Transformer Uncertainty Estimation with Hierarchical Stochastic Attention ↗Jiahuan Pei, Cheng Wang, György Szarvas16 citations
- iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control ↗Xiaoyan Cao, Yao Yao, Lanqing Li et al.16 citations
- A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations ↗Krishna Prasad Neupane, Ervine Zheng, Yu Kong et al.15 citations
- A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data ↗Yan Li, Rui Xia, Chunchen Liu et al.15 citations
- Conditional Generative Model Based Predicate-Aware Query Approximation ↗Nikhil Sheoran, Subrata Mitra, Vibhor Porwal et al.15 citations
- Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation ↗Chih-Chun Yang, Wan-Cyuan Fan, Cheng-Fu Yang et al.15 citations
- DetIE: Multilingual Open Information Extraction Inspired by Object Detection ↗Michael Vasilkovsky, Anton Alekseev, Valentin Andreevich Malykh et al.15 citations
- Heterogeneous Peer Effects in the Linear Threshold Model ↗Christopher Tran, Elena Zheleva15 citations
- Input-Specific Robustness Certification for Randomized Smoothing ↗Ruoxin Chen, Jie Li, Junchi Yan et al.15 citations
- Intelligent Online Selling Point Extraction for E-commerce Recommendation ↗Xiaojie Guo, Shugen Wang, Hanqing Zhao et al.15 citations
- Learngene: From Open-World to Your Learning Task ↗Qiufeng Wang, Xin Geng, Shuxia Lin et al.15 citations
- Learning from Label Proportions with Prototypical Contrastive Clustering ↗Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira15 citations
- MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation ↗Chen Zhang, Luis Fernando D’Haro, Thomas Friedrichs et al.15 citations
- Matching Market Design with Constraints ↗Haris Aziz, Péter Bíró, Makoto Yokoo15 citations
- Maximizing Nash Social Welfare in 2-Value Instances ↗Hannaneh Akrami, Bhaskar Ray Chaudhury, Martin Hoefer et al.15 citations
- On the Computation of Necessary and Sufficient Explanations ↗Adnan Y. Darwiche, Chunxi Ji15 citations
- On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets ↗Cheng-Han Chiang, Hung-yi Lee15 citations
- Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings ↗Xiuwen Gong, Dong Yuan, Wei Bao15 citations
- Reverse Differentiation via Predictive Coding ↗Tommaso Salvatori, Yuhang Song, Zhenghua Xu et al.15 citations
- SCALoss: Side and Corner Aligned Loss for Bounding Box Regression ↗Tu Zheng, Shuai Zhao, Yang Liu et al.15 citations
- Sentence Simplification Capabilities of Transfer-Based Models ↗Sanja Štajner, Kim Cheng Sheang, Horacio Saggion15 citations
- SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation ↗Dongzhan Zhou, Xinchi Zhou, Di Hu et al.15 citations
- SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers ↗Lin Liu, Shanxin Yuan, Jianzhuang Liu et al.15 citations
- The Perils of Learning Before Optimizing ↗Chris Cameron, Jason Hartford, Taylor Lundy et al.15 citations
- Training on the Test Set: Mapping the System-Problem Space in AI ↗José Hernández‐Orallo, Wout Schellaert, Fernando Martínez‐Plumed15 citations
- Transcoded Video Restoration by Temporal Spatial Auxiliary Network ↗Li Xu, Gang He, Jinjia Zhou et al.15 citations
- Unsupervised Deep Keyphrase Generation ↗Xianjie Shen, Yinghan Wang, Rui Meng et al.15 citations
- Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks ↗Guangxiang Zhao, Wenkai Yang, Xuancheng Ren et al.15 citations
- A*+BFHS: A Hybrid Heuristic Search Algorithm ↗Zhaoxing Bu, Richard E. Korf14 citations
- AnchorFace: Boosting TAR@FAR for Practical Face Recognition ↗Jiaheng Liu, Haoyu Qin, Yichao Wu et al.14 citations
- Assessing a Single Image in Reference-Guided Image Synthesis ↗Jiayi Guo, Chaoqun Du, Jiangshan Wang et al.14 citations
- Axiomatization of Aggregates in Answer Set Programming ↗Jorge Fandinno, Zachary Hansen, Yuliya Lierler14 citations
- Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning ↗Yuheng Zhang, Hanghang Tong, Yinglong Xia et al.14 citations
- Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae ↗Weilin Luo, Pingjia Liang, Jianfeng Du et al.14 citations
- Consent as a Foundation for Responsible Autonomy ↗Munindar P. Singh14 citations
- Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games ↗Kai Wang, Lily Xu, Andrew Perrault et al.14 citations
- Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance ↗João P. Belo Pereira, Erik S.G. Stroes, Aeilko Having Zwinderman et al.14 citations
- Deep Movement Primitives: Toward Breast Cancer Examination Robot ↗Oluwatoyin Sanni, Giorgio Bonvicini, Muhammad Arshad Khan et al.14 citations
- Discovering State and Action Abstractions for Generalized Task and Motion Planning ↗Aidan Curtis, Tom Silver, Joshua B. Tenenbaum et al.14 citations
- Efficient Compact Bilinear Pooling via Kronecker Product ↗Tan Yu, Yunfeng Cai, Ping Li14 citations
- Forecasting Asset Dependencies to Reduce Portfolio Risk ↗Haoren Zhu, Shih-Yang Liu, Pengfei Zhao et al.14 citations
- GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation ↗Renchunzi Xie, Hongxin Wei, Lei Feng et al.14 citations
- Generalization in Mean Field Games by Learning Master Policies ↗Sarah Perrin, Mathieu Laurière, Julien Pérolat et al.14 citations
- Goal Recognition as Reinforcement Learning ↗Leonardo Amado, Reuth Mirsky, Felipe Rech Meneguzzi14 citations
- Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection ↗Xinpeng Liu, Cewu Lu, Cewu Lu14 citations
- Improving Bayesian Neural Networks by Adversarial Sampling ↗Jiaru Zhang, Hua Yang, Tao Song et al.14 citations
- InsCLR: Improving Instance Retrieval with Self-Supervision ↗Zelu Deng, Yujie Zhong, Sheng Guo et al.14 citations
- Leashing the Inner Demons: Self-Detoxification for Language Models ↗Canwen Xu, Zexue He, Zhankui He et al.14 citations
- Lifelong Generative Modelling Using Dynamic Expansion Graph Model ↗Fei Ye, Adrian G. Borş14 citations
- Market Design for Drone Traffic Management ↗Sven Seuken, Paul Friedrich, Ludwig Dierks14 citations
- NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming ↗Luke Kenworthy, Siddharth Nayak, Christopher Chin et al.14 citations
- Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data ↗Xiao-Ming Wu, Xin Luo, Yu-Wei Zhan et al.14 citations
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