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International Joint Conference on Artificial Intelligence 2023: all accepted papers

846 papers · page 1 of 9 · the most cited first · ← International Joint Conference on Artificial Intelligence 2023

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  1. Transformers in Time Series: A Survey ↗Qingsong Wen, Tian Zhou, Chaoli Zhang et al.1,196 citations
  2. Pyramid Diffusion Models for Low-light Image Enhancement ↗Dewei Zhou, Zongxin Yang, Yi Ping Yang160 citations
  3. RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search ↗Yang Bai, Min Cao, Daming Gao et al.125 citations
  4. Communication-Efficient Stochastic Gradient Descent Ascent with Momentum Algorithms ↗Yihan Zhang, Meikang Qiu, Hongchang Gao124 citations
  5. MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment ↗Zicheng Zhang, Wei Sun, Xiongkuo Min et al.118 citations
  6. Temporal Knowledge Graph Completion: A Survey ↗Borui Cai, Yong Xiang, Longxiang Gao et al.109 citations
  7. Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation ↗Zhiqiang Shen, Peng Cao, Hua Yang et al.108 citations
  8. DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models ↗Sicheng Yang, Zhiyong Wu, Minglei Li et al.94 citations
  9. On Efficient Transformer-Based Image Pre-training for Low-Level Vision ↗Wenbo Li, Xin Lu, Shengju Qian et al.91 citations
  10. Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities ↗Chuang Liu, Yibing Zhan, Jia Xin Wu et al.88 citations
  11. A Survey on Efficient Training of Transformers ↗Bohan Zhuang, Jing Liu, Zizheng Pan et al.77 citations
  12. Incomplete Multi-view Clustering via Prototype-based Imputation ↗Haobin Li, Yunfan Li, Mouxing Yang et al.73 citations
  13. Dual Personalization on Federated Recommendation ↗Chunxu Zhang, Guodong Long, Tianyi Zhou et al.71 citations
  14. HDFormer: High-order Directed Transformer for 3D Human Pose Estimation ↗Hanyuan Chen, Jun-Yan He, Wangmeng Xiang et al.71 citations
  15. FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity ↗Nannan Wu, Li Yu, Xuefeng Jiang et al.65 citations
  16. Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification ↗Conghao Xiong, Hao Chen, Joseph J.�Y. Sung et al.61 citations
  17. Denoised Self-Augmented Learning for Social Recommendation ↗Tianle Wang, Lianghao Xia, Chao Huang60 citations
  18. Graph-based Molecular Representation Learning ↗Zhichun Guo, Kehan Guo, Bozhao Nan et al.59 citations
  19. A Systematic Survey of Chemical Pre-trained Models ↗Jun Xia, Yanqiao Zhu, Yuanqi Du et al.57 citations
  20. Federated Graph Semantic and Structural Learning ↗Wenke Huang, Guancheng Wan, Mang Ye et al.57 citations
  21. Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond ↗Zhu Liu, Jinyuan Liu, Guanyao Wu et al.56 citations
  22. Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training ↗Ziyu Guo, Renrui Zhang, Longtian Qiu et al.56 citations
  23. On the Paradox of Learning to Reason from Data ↗Honghua Zhang, Liunian Harold Li, Tao Meng et al.55 citations
  24. Part Aware Contrastive Learning for Self-Supervised Action Recognition ↗Yilei Hua, Wenhan Wu, Ce Zheng et al.54 citations
  25. Deep Multi-view Subspace Clustering with Anchor Graph ↗Chenhang Cui, Yazhou Ren, Jingyu Pu et al.52 citations
  26. State-wise Safe Reinforcement Learning: A Survey ↗Weiye Zhao, Tairan He, Rui Chen et al.52 citations
  27. A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III) ↗Simon Wietheger, Benjamin Doerr48 citations
  28. Generative Diffusion Models on Graphs: Methods and Applications ↗Cheng-Yi Liu, Wenqi Fan, Yunqing Liu et al.48 citations
  29. Strip Attention for Image Restoration ↗Yuning Cui, Yi Tao, Luoxi Jing et al.48 citations
  30. SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs ↗Sheng Tian, Jihai Dong, Jintang Li et al.47 citations
  31. OptIForest: Optimal Isolation Forest for Anomaly Detection ↗Haolong Xiang, Xuyun Zhang, Hongsheng Hu et al.46 citations
  32. A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects ↗Yang Deng, Wenqiang Lei, Wai Pang Lam et al.45 citations
  33. Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening ↗Mingsong Li, Yikun Liu, Tao Xiao et al.45 citations
  34. Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms ↗Chao Bian, Yawen Zhou, Miqing Li et al.43 citations
  35. Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data ↗Shengchao Chen, Guodong Long, Tao Shen et al.42 citations
  36. Survey on Online Streaming Continual Learning ↗Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes et al.41 citations
  37. Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment ↗Peng Jin, Hao Li, Zesen Cheng et al.41 citations
  38. The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem ↗Sacha Cerf, Benjamin Doerr, Benjamin Hebras et al.41 citations
  39. A Large-Scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement ↗Zinuo Li, Xuhang Chen, Shuqiang Wang et al.40 citations
  40. A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram ↗Ming-Liang Zhang, Fei Yin, Cheng‐Lin Liu40 citations
  41. GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control ↗Yilin Liu, Guiyang Luo, Quan Yuan et al.39 citations
  42. A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges ↗Usman Gohar, Lu Cheng38 citations
  43. Prompt Learns Prompt: Exploring Knowledge-Aware Generative Prompt Collaboration For Video Captioning ↗Liqi Yan, Cheng Han, Zenglin Xu et al.38 citations
  44. Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks ↗Yuchen Wang, Kexin Shi, Chengzhuo Lu et al.38 citations
  45. Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition ↗Boqiang Zhang, Hongtao Xie, Yuxin Wang et al.37 citations
  46. SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction ↗Ziyuan Zhao, Peisheng Qian, Xulei Yang et al.37 citations
  47. CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation ↗Tao Lei, Rui Sun, Xuan Wang et al.36 citations
  48. Optimizing Crop Management with Reinforcement Learning and Imitation Learning ↗Ran Tao, Pan Zhao, Jing Wu et al.36 citations
  49. ProMix: Combating Label Noise via Maximizing Clean Sample Utility ↗Ruixuan Xiao, Yiwen Dong, Haobo Wang et al.36 citations
  50. StockFormer: Learning Hybrid Trading Machines with Predictive Coding ↗Siyu Gao, Yunbo Wang, Xiaokang Yang36 citations
  51. ViT-CX: Causal Explanation of Vision Transformers ↗Weiyan Xie, Xiaohui Li, Caleb Chen Cao et al.36 citations
  52. Intent-aware Recommendation via Disentangled Graph Contrastive Learning ↗Yuling Wang, Xiao Wang, Xiangzhou Huang et al.35 citations
  53. Locate, Refine and Restore: A Progressive Enhancement Network for Camouflaged Object Detection ↗Xiaofei Li, Jiaxin Yang, Shuohao Li et al.35 citations
  54. Open-world Semi-supervised Novel Class Discovery ↗Jiaming Liu, Yangqiming Wang, Tongze Zhang et al.35 citations
  55. A Survey on Masked Autoencoder for Visual Self-supervised Learning ↗Chaoning Zhang, Chenshuang Zhang, Junha Song et al.34 citations
  56. Decoding the Underlying Meaning of Multimodal Hateful Memes ↗Ming Shan Hee, Wen-Haw Chong, Roy Ka-Wei Lee34 citations
  57. Diffusion Models for Non-autoregressive Text Generation: A Survey ↗Yifan Li, Kun Zhou, Wayne Xin Zhao et al.34 citations
  58. Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges ↗Phuong Quynh Le, Meike Nauta, Van Bach Nguyen et al.33 citations
  59. FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment ↗Jiahao Liu, Jiang Wu, Jinyu Chen et al.33 citations
  60. TPS++: Attention-Enhanced Thin-Plate Spline for Scene Text Recognition ↗Tianlun Zheng, Zhineng Chen, Jinfeng Bai et al.33 citations
  61. CostFormer:Cost Transformer for Cost Aggregation in Multi-view Stereo ↗Weitao Chen, Hongbin Xu, Zhipeng Zhou et al.32 citations
  62. Evaluating GPT-3 Generated Explanations for Hateful Content Moderation ↗Han Wang, Ming Shan Hee, Md Rabiul Awal et al.32 citations
  63. OSP2B: One-Stage Point-to-Box Network for 3D Siamese Tracking ↗Jiahao Nie, Zhiwei He, Yuxiang Yang et al.32 citations
  64. PowerBEV: A Powerful Yet Lightweight Framework for Instance Prediction in Bird’s-Eye View ↗Peizheng Li, Shuxiao Ding, Xieyuanli Chen et al.32 citations
  65. Safe Reinforcement Learning via Probabilistic Logic Shields ↗Wen-Chi Yang, Giuseppe Marra, Gavin Rens et al.32 citations
  66. Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion ↗Shangqi Deng, Liang-Jian Deng, Xiao Wu et al.31 citations
  67. Improving LaCAM for Scalable Eventually Optimal Multi-Agent Pathfinding ↗Keisuke Okumura31 citations
  68. Learnable Surrogate Gradient for Direct Training Spiking Neural Networks ↗Shuang Shii Lian, Jiangrong Shen, Qianhui Liu et al.31 citations
  69. NeuPSL: Neural Probabilistic Soft Logic ↗Connor Pryor, Charles Dickens, Eriq Augustine et al.30 citations
  70. Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction ↗Pengcheng Lei, Faming Fang, Guixu Zhang et al.29 citations
  71. Federated Probabilistic Preference Distribution Modelling with Compactness Co-Clustering for Privacy-Preserving Multi-Domain Recommendation ↗Weiming Liu, Chaochao Chen, Xinting Liao et al.29 citations
  72. Gapformer: Graph Transformer with Graph Pooling for Node Classification ↗Chuang Liu, Yibing Zhan, Xueqi Ma et al.29 citations
  73. Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning ↗Yinda Chen, Wei Huang, S. Kevin Zhou et al.28 citations
  74. Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement ↗Hang Guo, Tao Dai, Guanghao Meng et al.28 citations
  75. A Survey on User Behavior Modeling in Recommender Systems ↗Zhicheng He, Weiwen Liu, Wei Guo et al.27 citations
  76. Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning ↗Hao Dong, Zhiyuan Ning, Pengyang Wang et al.27 citations
  77. Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation ↗Shaofei Huang, Han Li, Yuqing Wang et al.27 citations
  78. CADParser: A Learning Approach of Sequence Modeling for B-Rep CAD ↗Shengdi Zhou, Tianyi Tang, Bin Zhou26 citations
  79. RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation ↗Ke Fan, Chang‐An Wang, Yabiao Wang et al.26 citations
  80. Recent Advances in Direct Speech-to-text Translation ↗Chen Xu, Rong Ye, Qianqian Dong et al.26 citations
  81. SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation ↗Shuyi Ouyang, Hongyi Wang, Shiao Xie et al.26 citations
  82. c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization ↗Shuhei Watanabe, Frank Hutter26 citations
  83. Hierarchical Prompt Learning for Compositional Zero-Shot Recognition ↗Henan Wang, Muli Yang, Kun Wei et al.25 citations
  84. RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation ↗Qucheng Peng, Zhengming Ding, Lingjuan Lyu et al.25 citations
  85. VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning ↗Xiaofan Li, Yachao Zhang, Shiran Bian et al.25 citations
  86. A Pathway Towards Responsible AI Generated Content ↗Lingjuan Lyu24 citations
  87. Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification ↗Zheng Gong, Guifeng Wang, Ying Qiu Sun et al.24 citations
  88. Discrepancy-Guided Reconstruction Learning for Image Forgery Detection ↗Zenan Shi, Haipeng Chen, Long Chen et al.24 citations
  89. FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer ↗Chenghao Liu, Xiaoyang Qu, Jianzong Wang et al.24 citations
  90. SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation ↗Xuewei Li, Tom Wu, Zhongang Qi et al.24 citations
  91. Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG ↗Heng Liang, Yucheng Liu, Haichao Wang et al.24 citations
  92. Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention ↗Xiangcheng Liu, Tianyi Wu, Guodong Guo23 citations
  93. FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks ↗Xinyu Fu, Irwin King23 citations
  94. Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs ↗Mingyang Chen, Wen Zhang, Yuxia Geng et al.23 citations
  95. Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction ↗L. Liu, Feng F. Huang, Xuan Liu et al.23 citations
  96. Reducing Communication for Split Learning by Randomized Top-k Sparsification ↗Fei Zheng, Chaochao Chen, Lingjuan Lyu et al.23 citations
  97. ALL-E: Aesthetics-guided Low-light Image Enhancement ↗Ling Li, Dong Liang, Yuanhang Gao et al.22 citations
  98. Artificial Intelligence, Bias, and Ethics ↗Aylin Caliskan22 citations
  99. CSGCL: Community-Strength-Enhanced Graph Contrastive Learning ↗Han Chen, Ziwen Zhao, Yuhua Li et al.22 citations
  100. Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint ↗Haoming Li, Xinzhuo Lin, Yang Min Zhou et al.22 citations

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