Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers
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- XRand: Differentially Private Defense against Explanation-Guided Attacks ↗Truc Nguyen, Phung Lai, Hai Phan et al.13 citations
- Zero-Cost Operation Scoring in Differentiable Architecture Search ↗Lichuan Xiang, Łukasz Dudziak, Mohamed S. Abdelfattah et al.13 citations
- Adversarial Self-Attention for Language Understanding ↗Hongqiu Wu, Ruixue Ding, Hai Yan Zhao et al.12 citations
- Augmenting Flight Training with AI to Efficiently Train Pilots ↗Michael Guevarra, Srijita Das, Christabel Wayllace et al.12 citations
- AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution ↗Yuxuan Zhao, Qi Sun, Zhuolun He et al.12 citations
- Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation ↗Daehan Kim, Minseok Seo, Kwanyong Park et al.12 citations
- CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning ↗Zihan Li, Weibin Wu, Yuxin Su et al.12 citations
- Complexity of Safety and coSafety Fragments of Linear Temporal Logic ↗Alessandro Artale, Luca Geatti, Nicola Gigante et al.12 citations
- Customer Service Combining Human Operators and Virtual Agents: A Call for Multidisciplinary AI Research ↗Sarit Kraus, Yaniv Oshrat, Yonatan Aumann et al.12 citations
- Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution ↗Xiaogang Xu, Ruixing Wang, Chi‐Wing Fu et al.12 citations
- Delving Deep into Pixel Alignment Feature for Accurate Multi-View Human Mesh Recovery ↗Kai Jia, Hongwen Zhang, Liang An et al.12 citations
- Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health Case ↗Kaushik Roy, Vedant Khandelwal, Raxit Goswami et al.12 citations
- Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations ↗Jinqiang Yu, Alexey Ignatiev, Peter J. Stuckey et al.12 citations
- Enabling Knowledge Refinement upon New Concepts in Abductive Learning ↗Yuxuan Huang, Wang-Zhou Dai, Yuan Ying Jiang et al.12 citations
- End-to-End Learning for Optimization via Constraint-Enforcing Approximators ↗Rares Cristian, Pavithra Harsha, Georgia Perakis et al.12 citations
- Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items ↗Huajie Chen, Jiyuan He, Weisheng Xu et al.12 citations
- Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders ↗Defu Cao, James Enouen, Yujing Wang et al.12 citations
- Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning ↗Jiasheng Si, Yingjie Zhu, Deyu Zhou12 citations
- Fast Online Hashing with Multi-Label Projection ↗Wenzhe Jia, Yuan Cao, Junwei Liu et al.12 citations
- Flora: Dual-Frequency LOss-Compensated ReAl-Time Monocular 3D Video Reconstruction ↗Likang Wang, Yue Gong, Qirui Wang et al.12 citations
- Frequency Domain Disentanglement for Arbitrary Neural Style Transfer ↗Dongyang Li, Hao Luo, Pichao Wang et al.12 citations
- How to Cut a Discrete Cake Fairly ↗Ayumi Igarashi12 citations
- HybridPrompt: Bridging Language Models and Human Priors in Prompt Tuning for Visual Question Answering ↗Zhiyuan Ma, Zhihuan Yu, Jianjun Li et al.12 citations
- Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting ↗Pengyue Hou, Jie Han, Xingyu Li12 citations
- Inferring Patient Zero on Temporal Networks via Graph Neural Networks ↗Xiaolei Ru, Jack Murdoch Moore, Xin-Ya Zhang et al.12 citations
- InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling ↗Xiaobao Wu, Xinshuai Dong, Thong Nguyen et al.12 citations
- Learning Chemical Rules of Retrosynthesis with Pre-training ↗Yinjie Jiang, Ying Wei, Fei Ling Wu et al.12 citations
- Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction ↗Chanyoung Chung, Joyce Jiyoung Whang12 citations
- Learning Second-Order Attentive Context for Efficient Correspondence Pruning ↗Xinyi Ye, Weiyue Zhao, Hao Feng Lu et al.12 citations
- MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL ↗Yingwen Fu, Wenjie Ou, Yu Zhou et al.12 citations
- MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning ↗Yanan Wu, Tengfei Liang, Songhe Feng et al.12 citations
- Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning ↗Zifan Wu, Chao Yu, Chen Chen et al.12 citations
- Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap ↗Carlos Mougan, Dan Saattrup Nielsen12 citations
- Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer ↗Zhixiang Su, Di Wang, Chunyan Miao et al.12 citations
- NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension ↗Xin He, Jiangchao Yao, Yuxin Wang et al.12 citations
- Optimal Decision Diagrams for Classification ↗Alexandre M. Florio, Pedro Martins, Maximilian Schiffer et al.12 citations
- PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration ↗Dingxin Zhang, Jianhui Yu, Chaoyi Zhang et al.12 citations
- Participatory Budgeting Designs for the Real World ↗Roy Fairstein, Gerdus Benadè, Kobi Gal12 citations
- Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery ↗Zhili Li, Yiqun Xie, Xiaowei Jia et al.12 citations
- PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples ↗Shengshan Hu, Junwei Zhang, Wei Liu et al.12 citations
- Practical Markov Boundary Learning without Strong Assumptions ↗Xingyu Wu, Bingbing Jiang, Tianhao Wu et al.12 citations
- Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual ↗Seyed Ali Haji Esmaeili, Sharmila Duppala, Davidson Cheng et al.12 citations
- Reachability Games Modulo Theories with a Bounded Safety Player ↗Marco Faella, Gennaro Parlato12 citations
- Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs ↗Mingyu Guo, Max Ward, Aneta Neumann et al.12 citations
- Soft Target-Enhanced Matching Framework for Deep Entity Matching ↗Wenzhou Dou, Derong Shen, Xiangmin Zhou et al.12 citations
- Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution ↗Mengshun Hu, Kui Jiang, Zhixiang Nie et al.12 citations
- Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image Registration ↗Meng Li, Yahan Yu, Yi Huai Yang et al.12 citations
- Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network ↗Tong Li, Jiale Deng, Yanyan Shen et al.12 citations
- Unfooling Perturbation-Based Post Hoc Explainers ↗Zachariah Carmichael, Walter J. Scheirer12 citations
- Video Event Extraction via Tracking Visual States of Arguments ↗Guang Yang, Manling Li, Jiajie Zhang et al.12 citations
- Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data ↗Andrei Margeloiu, Nikola Simidjievski, Píetro Lió et al.12 citations
- Weighted Policy Constraints for Offline Reinforcement Learning ↗Zhiyong Peng, Changlin Han, Yadong Liu et al.12 citations
- Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption ↗Matthias Mitterreiter, Marcel Koch, Joachim Giesen et al.12 citations
- Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning ↗Jiashun Cheng, Man Li, Jia Li et al.12 citations
- Xaitk-Saliency: An Open Source Explainable AI Toolkit for Saliency ↗Brian Hu, Paul Tunison, Brandon RichardWebster et al.12 citations
- 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation ↗Zutao Jiang, Guansong Lu, Xiaodan Liang et al.11 citations
- A Model-Agnostic Heuristics for Selective Classification ↗Andrea Pugnana, Salvatore Ruggieri11 citations
- A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images ↗Kai Hu, Zhuoyuan Wu, Zhuoyao Zhong et al.11 citations
- Adaptive Texture Filtering for Single-Domain Generalized Segmentation ↗Xinhui Li, Mingjia Li, Yaxing Wang et al.11 citations
- Bayesian Optimization-Based Combinatorial Assignment ↗Jakob Weissteiner, Jakob Heiss, Julien Siems et al.11 citations
- CMVAE: Causal Meta VAE for Unsupervised Meta-Learning ↗Guodong Qi, Huimin Yu11 citations
- CP-Rec: Contextual Prompting for Conversational Recommender Systems ↗Keyu Chen, Shiliang Sun11 citations
- Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator ↗Qiannan Zhang, Shichao Pei, Qiang Yang et al.11 citations
- Defending Black-Box Skeleton-Based Human Activity Classifiers ↗He Wang, Yunfeng Diao, Zichang Tan et al.11 citations
- Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks ↗Chao Li, Hao Xu, Kun He11 citations
- Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout ↗Hongjun Wang, Jiyuan Chen, Tong Pan et al.11 citations
- Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding ↗Mingyang Chen, Wen Zhang, Zhen Yao et al.11 citations
- FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning ↗Haiyun Li, Jixin Zhang, Ning Xu et al.11 citations
- Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification ↗Xin Wei, Wei Du, Huan Wan et al.11 citations
- Feature-Level Debiased Natural Language Understanding ↗Yougang Lyu, Piji Li, Yechang Yang et al.11 citations
- Improving Robust Fariness via Balance Adversarial Training ↗Chunyu Sun, Chenye Xu, Chengyuan Yao et al.11 citations
- Improving Training and Inference of Face Recognition Models via Random Temperature Scaling ↗Lei Shang, Mouxiao Huang, Wu Shi et al.11 citations
- Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering ↗Duy M. H. Nguyen, Hoang Nguyen, Truong T. N. Mai et al.11 citations
- Learning Dynamic Latent Spaces for Lifelong Generative Modelling ↗Fei Ye, Adrian G. Borş11 citations
- Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement ↗Naishan Zheng, Jie Huang, Man Zhou et al.11 citations
- Leveraging Old Knowledge to Continually Learn New Classes in Medical Images ↗Evelyn Yi Lyn Chee, Mong Li Lee, Wynne Hsu11 citations
- MPMQA: Multimodal Question Answering on Product Manuals ↗Liang Zhang, Anwen Hu, Jing Zhang et al.11 citations
- Minimax AUC Fairness: Efficient Algorithm with Provable Convergence ↗Zhenhuan Yang, Yan Lok Ko, Kush R. Varshney et al.11 citations
- Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning ↗Sunyuan Qiang, Jiayi Hou, Jun Wan et al.11 citations
- Moral Machine or Tyranny of the Majority? ↗Michael Feffer, Hoda Heidari, Zachary C. Lipton11 citations
- Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase ↗Lintao Wang, Kun Hu, Lei Bai et al.11 citations
- Neural Integro-Differential Equations ↗Emanuele Zappala, Antonio H. de O. Fonseca, Andrew H. Moberly et al.11 citations
- Occupancy Planes for Single-View RGB-D Human Reconstruction ↗Xiaoming Zhao, Yuan-Ting Hu, Zhongzheng Ren et al.11 citations
- Parametric Surface Constrained Upsampler Network for Point Cloud ↗Pingping Cai, Zhenyao Wu, Xinyi Wu et al.11 citations
- Performance Disparities between Accents in Automatic Speech Recognition (Student Abstract) ↗Alex DiChristofano, Henry Shuster, Shefali Chandra et al.11 citations
- PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction ↗Fengshuo Bai, Hongming Zhang, Tianyang Tao et al.11 citations
- ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition ↗Ling Ge, Chunming Hu, Guanghui Ma et al.11 citations
- Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses ↗Amro Abbas, Stéphane Deny11 citations
- Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners ↗Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim et al.11 citations
- Question Decomposition Tree for Answering Complex Questions over Knowledge Bases ↗Xiang Huang, Sitao Cheng, Yiheng Shu et al.11 citations
- READ: Aggregating Reconstruction Error into Out-of-Distribution Detection ↗Wenyu Jiang, Yuxin Ge, Hao Cheng et al.11 citations
- Reachability Analysis of Neural Network Control Systems ↗Chi Zhang, Wenjie Ruan, Peipei Xu11 citations
- Rethinking Rotation Invariance with Point Cloud Registration ↗Jianhui Yu, Chaoyi Zhang, Weidong Cai11 citations
- Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction ↗Bo Li, Wei Ye, Jinglei Zhang et al.11 citations
- SVFI: Spiking-Based Video Frame Interpolation for High-Speed Motion ↗Lujie Xia, Jing Hui Zhao, Ruiqin Xiong et al.11 citations
- Scalable Bayesian Meta-Learning through Generalized Implicit Gradients ↗Yilang Zhang, Bingcong Li, Shijian Gao et al.11 citations
- Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling ↗Jinhai Yang, Mengxi Guo, Shijie Zhao et al.11 citations
- Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity ↗Pritam Sarkar, Ali Etemad11 citations
- Self-Supervised Image Local Forgery Detection by JPEG Compression Trace ↗Xiuli Bi, Wuqing Yan, Bo Liu et al.11 citations
- Self-Supervised Video Representation Learning via Latent Time Navigation ↗Di Yang, Yaohui Wang, Quan Kong et al.11 citations
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