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Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

2,019 papers · page 3 of 21 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2023

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  1. T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction ↗Jiahuan Yan, Jintai Chen, Yixuan Wu et al.45 citations
  2. Exploring Temporal Information Dynamics in Spiking Neural Networks ↗Youngeun Kim, Yuhang Li, Hyoungseob Park et al.44 citations
  3. Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning ↗Zhiwen Zuo, Lei Zhao, Ailin Li et al.44 citations
  4. MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction ↗Shuliang Ning, Mengcheng Lan, Yanran Li et al.44 citations
  5. Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation ↗Gaode Chen, Xinghua Zhang, Yijun Su et al.44 citations
  6. DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking ↗Chang Liu, Jie Zhang, Han Fang et al.43 citations
  7. DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness ↗Gang Yan, Hao Wang, Xu Yuan et al.43 citations
  8. Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective ↗Jiangmeng Li, Yanan Zhang, Wenwen Qiang et al.43 citations
  9. End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation ↗Mingrui Wu, Jiaxin Gu, Yunhang Shen et al.43 citations
  10. Fourier-Net: Fast Image Registration with Band-Limited Deformation ↗Xi Jia, Joseph Bartlett, Wei Chen et al.43 citations
  11. Self-Supervised Primal-Dual Learning for Constrained Optimization ↗Seonho Park, Pascal Van Hentenryck43 citations
  12. AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes ↗Zhiqiang Zhou, Chaoli Zhang, Lingna Ma et al.42 citations
  13. GAN Prior Based Null-Space Learning for Consistent Super-resolution ↗Yinhuai Wang, Yujie Hu, Jiwen Yu et al.42 citations
  14. Interactive Concept Bottleneck Models ↗Kushal Chauhan, Rishabh Tiwari, Jan Freyberg et al.42 citations
  15. SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition ↗Rong Hu, Ling Chen, Shenghuan Miao et al.42 citations
  16. Controllable Image Captioning via Prompting ↗Ning Wang, Jiahao Xie, Jihao Wu et al.41 citations
  17. OctFormer: Efficient Octree-Based Transformer for Point Cloud Compression with Local Enhancement ↗Mingyue Cui, Junhua Long, Mingjian Feng et al.41 citations
  18. STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction ↗Shuo Liang, Wei Wei, Xian-Ling Mao et al.41 citations
  19. Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural Network ↗Kanghoon Yoon, Kibum Kim, Jinyoung Moon et al.41 citations
  20. Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement Learning ↗Mingxuan Ju, Yujie Fan, Chuxu Zhang et al.40 citations
  21. NeAF: Learning Neural Angle Fields for Point Normal Estimation ↗Shujuan Li, Junsheng Zhou, Baorui Ma et al.40 citations
  22. Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network ↗Xiaojian Yuan, Kejiang Chen, Jie Zhang et al.40 citations
  23. Quantum Multi-Agent Meta Reinforcement Learning ↗Won Joon Yun, Jihong Park, Joongheon Kim40 citations
  24. The Unreasonable Effectiveness of Deep Evidential Regression ↗N. Meinert, Jakob Gawlikowski, Alexander Lavin40 citations
  25. TransLO: A Window-Based Masked Point Transformer Framework for Large-Scale LiDAR Odometry ↗Jiuming Liu, Guangming Wang, Chaokang Jiang et al.40 citations
  26. Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment ↗Wei Qi Feng, Lie Ju, Lin Wang et al.40 citations
  27. VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning ↗Kashu Yamazaki, Khoa Vo, Quang Sang Truong et al.40 citations
  28. BERT-ERC: Fine-Tuning BERT Is Enough for Emotion Recognition in Conversation ↗Xiangyu Qin, Zhiyu Wu, Tingting Zhang et al.39 citations
  29. Dual Label-Guided Graph Refinement for Multi-View Graph Clustering ↗Yawen Ling, Jianpeng Chen, Yazhou Ren et al.39 citations
  30. Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation ↗Wanjuan Su, Wenbing Tao39 citations
  31. HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image ↗Zhuchen Shao, Yang Chen, Hao Bian et al.39 citations
  32. Improving Scene Text Image Super-resolution via Dual Prior Modulation Network ↗Shipeng Zhu, Zuoyan Zhao, Pengfei Fang et al.39 citations
  33. Lifelong Person Re-identification via Knowledge Refreshing and Consolidation ↗Chunlin Yu, Shi Ye, Zimo Liu et al.39 citations
  34. Novel Motion Patterns Matter for Practical Skeleton-Based Action Recognition ↗Mengyuan Liu, Fanyang Meng, Chen Chen et al.39 citations
  35. Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation ↗Han Huang, Leilei Sun, Bowen Du et al.38 citations
  36. ConvMatch: Rethinking Network Design for Two-View Correspondence Learning ↗Shihua Zhang, Jiayi Ma38 citations
  37. Low-Light Video Enhancement with Synthetic Event Guidance ↗Lin Liu, Junfeng An, Jianzhuang Liu et al.38 citations
  38. Multi-Level Confidence Learning for Trustworthy Multimodal Classification ↗Xiao Zheng, Chang Tang, Zhiguo Wan et al.38 citations
  39. AI Audit: A Card Game to Reflect on Everyday AI Systems ↗Safinah Ali, Vishesh Kumar, Cynthia Breazeal37 citations
  40. Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification ↗Yongguo Ling, Zhun Zhong, Zhiming Luo et al.37 citations
  41. Dynamic Heterogeneous Graph Attention Neural Architecture Search ↗Zeyang Zhang, Ziwei Zhang, Xin Wang et al.37 citations
  42. Graph Ordering Attention Networks ↗Michail Chatzianastasis, Johannes F. Lutzeyer, George Dasoulas et al.37 citations
  43. GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification ↗Mengting Zhou, Zhiguo Gong37 citations
  44. Intersection Coordination with Priority-Based Search for Autonomous Vehicles ↗Jiaoyang Li, The Anh Hoang, Eugene Lin et al.37 citations
  45. LORE: Logical Location Regression Network for Table Structure Recognition ↗Hangdi Xing, Feiyu Gao, Rujiao Long et al.37 citations
  46. Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification ↗Pengyu Xu, Lin Xiao, Bing Liu et al.37 citations
  47. Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks ↗Jintang Li, Zhouxin Yu, Zulun Zhu et al.37 citations
  48. Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval ↗Yizhen Chen, Jie Wang, Lijian Lin et al.37 citations
  49. Temporal-Frequency Co-training for Time Series Semi-supervised Learning ↗Zhen Liu, Qianli Ma, Peitian Ma et al.37 citations
  50. Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation ↗Pengfei Ren, Yuchen Chen, Jiachang Hao et al.37 citations
  51. WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series ↗Fuhao Yang, Xin Li, Min Wang et al.37 citations
  52. Defending against Backdoor Attacks in Natural Language Generation ↗Xiaofei Sun, Xiaoya Li, Yuxian Meng et al.36 citations
  53. Exploring Stroke-Level Modifications for Scene Text Editing ↗Yadong Qu, Qingfeng Tan, Hongtao Xie et al.36 citations
  54. ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification ↗Liang Zeng, Lanqing Li, Ziqi Gao et al.36 citations
  55. Background-Mixed Augmentation for Weakly Supervised Change Detection ↗Rui Huang, Ruofei Wang, Qing Guo et al.35 citations
  56. Out-of-Distribution Detection Is Not All You Need ↗Joris Michel Guerin, Kévin Delmas, Raúl Ferreira et al.35 citations
  57. Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks ↗Weihang Dai, Xiaomeng Li, Kwang-Ting Tim Cheng35 citations
  58. Symmetry-Aware Transformer-Based Mirror Detection ↗Tianyu Huang, Bowen Dong, Jiaying Lin et al.35 citations
  59. Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement ↗Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla et al.35 citations
  60. Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding ↗Qianyu Chen, Xin Li, Kunnan Geng et al.34 citations
  61. EINNs: Epidemiologically-Informed Neural Networks ↗Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan et al.34 citations
  62. Heterogeneous Region Embedding with Prompt Learning ↗Silin Zhou, Dan He, Lisi Chen et al.34 citations
  63. Logic and Commonsense-Guided Temporal Knowledge Graph Completion ↗Guanglin Niu, Bo Li34 citations
  64. MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels ↗Taeryung Lee, Gyeongsik Moon, Kyoung Mu Lee34 citations
  65. Online Hyperparameter Optimization for Class-Incremental Learning ↗Yaoyao Liu, Yingying Li, Bernt Schiele et al.34 citations
  66. Online Semi-supervised Learning with Mix-Typed Streaming Features ↗Di Wu, Shengda Zhuo, Yu Wang et al.34 citations
  67. PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability ↗Shuqi Li, Weiheng Liao, Yuhan Chen et al.34 citations
  68. Safe Multi-View Deep Classification ↗Wei Liu, Yufei Chen, Xiaodong Yue et al.34 citations
  69. Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization ↗Bangyan He, Jian Liu, Yiming Li et al.33 citations
  70. Imperceptible Adversarial Attack via Invertible Neural Networks ↗Zihan Chen, Ziyue Wang, Junjie Huang et al.33 citations
  71. InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting ↗Haizhou Cao, Zhenhao Huang, Tiechui Yao et al.33 citations
  72. Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty ↗Zhenyu Pan, Anshujit Sharma, Jerry Yao-Chieh Hu et al.33 citations
  73. Memory-Aided Contrastive Consensus Learning for Co-salient Object Detection ↗Peng Zheng, Jie Qin, Shuo Wang et al.33 citations
  74. Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection ↗Tao Yang, Jinghao Deng, Xiaojun Quan et al.33 citations
  75. Polarization-Aware Low-Light Image Enhancement ↗Chu Zhou, Minggui Teng, Youwei Lyu et al.33 citations
  76. Real-World Deep Local Motion Deblurring ↗Haoying Li, Ziran Zhang, Tingting Jiang et al.33 citations
  77. A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation ↗Duc-Cuong Dang, Andre Opris, Bahare Salehi et al.32 citations
  78. ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels ↗Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee et al.32 citations
  79. AutoSTL: Automated Spatio-Temporal Multi-Task Learning ↗Zijian Zhang, Xiangyu Zhao, Miao Hao et al.32 citations
  80. Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework ↗Shuai Wang, Yanqing Xu, Zhiguo Wang et al.32 citations
  81. Boosting Graph Neural Networks via Adaptive Knowledge Distillation ↗Zhichun Guo, Chunhui Zhang, Yujie Fan et al.32 citations
  82. Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment ↗Qizhou Wang, Guansong Pang, Mahsa Salehi et al.32 citations
  83. Cyclically Disentangled Feature Translation for Face Anti-spoofing ↗Haixiao Yue, Keyao Wang, Guosheng Zhang et al.32 citations
  84. Efficient Image Captioning for Edge Devices ↗Ning Wang, Jiangrong Xie, Hang Luo et al.32 citations
  85. Efficient Mirror Detection via Multi-Level Heterogeneous Learning ↗Ruozhen He, Jiaying Lin, Rynson W. H. Lau32 citations
  86. Fair Representation Learning for Recommendation: A Mutual Information Perspective ↗Chen Zhao, Wu Le, Pengyang Shao et al.32 citations
  87. Improving Dynamic HDR Imaging with Fusion Transformer ↗Rufeng Chen, Bolun Zheng, Hua Zhang et al.32 citations
  88. Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery ↗Yunchao Liu, Yu Wang, Oanh Vu et al.32 citations
  89. LeNo: Adversarial Robust Salient Object Detection Networks with Learnable Noise ↗He Wang, Lin Wan, He Qing Tang32 citations
  90. Metric Multi-View Graph Clustering ↗Yuze Tan, Yixi Liu, Hongjie Wu et al.32 citations
  91. OMPQ: Orthogonal Mixed Precision Quantization ↗Yuexiao Ma, Taisong Jin, Xiawu Zheng et al.32 citations
  92. On Generalized Degree Fairness in Graph Neural Networks ↗Zemin Liu, Trung‐Kien Nguyen, Yuan Fang32 citations
  93. One-for-All: Proposal Masked Cross-Class Anomaly Detection ↗Xincheng Yao, Chongyang Zhang, Ruoqi Li et al.32 citations
  94. Robust Image Steganography: Hiding Messages in Frequency Coefficients ↗Yuhang Lan, Fei Shang, Jianhua Yang et al.32 citations
  95. Semantic-Aware Superpixel for Weakly Supervised Semantic Segmentation ↗Sangtae Kim, Daeyoung Park, Byonghyo Shim32 citations
  96. Semantics-Aware Dynamic Localization and Refinement for Referring Image Segmentation ↗Zhao Yang, Jiaqi Wang, Yansong Tang et al.32 citations
  97. Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs ↗Jingfei Xia, Mingchen Zhuge, Tiantian Geng et al.32 citations
  98. Solving Math Word Problems concerning Systems of Equations with GPT-3 ↗Mingyu Zong, Bhaskar Krishnamachari32 citations
  99. Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction ↗Pan Deng, Yu Zhao, Junting Liu et al.32 citations
  100. Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task ↗Stan Weixian Lei, Difei Gao, Jay Zhangjie Wu et al.32 citations

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