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title: "Proceedings of the AAAI Conference on Artificial Intelligence"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers

1,619 papers · page 1 of 17 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2022](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/)

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1. **[UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer ↗](https://doi.org/10.1609/aaai.v36i3.20144)**Haonan Wang, Peng Cao, Jiaqi Wang et al.*1,111 citations*
2. **[TS2Vec: Towards Universal Representation of Time Series ↗](https://doi.org/10.1609/aaai.v36i8.20881)**Zhihan Yue, Yujing Wang, Juanyong Duan et al.*802 citations*
3. **[FedProto: Federated Prototype Learning across Heterogeneous Clients ↗](https://doi.org/10.1609/aaai.v36i8.20819)**Yue Tan, Guodong Long, Lu Liu et al.*761 citations*
4. **[SplitFed: When Federated Learning Meets Split Learning ↗](https://doi.org/10.1609/aaai.v36i8.20825)**Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Ahmet Camtepe et al.*720 citations*
5. **[Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions ↗](https://doi.org/10.1609/aaai.v36i2.20072)**Wenyu Liu, Gaofeng Ren, Runsheng Yu et al.*604 citations*
6. **[Low-Light Image Enhancement with Normalizing Flow ↗](https://doi.org/10.1609/aaai.v36i3.20162)**Yufei Wang, Renjie Wan, Wenhan Yang et al.*533 citations*
7. **[TransFG: A Transformer Architecture for Fine-Grained Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19967)**Ju He, Jie-Neng Chen, Shuai Liu et al.*525 citations*
8. **[Anchor DETR: Query Design for Transformer-Based Detector ↗](https://doi.org/10.1609/aaai.v36i3.20158)**Yingming Wang, Xiangyu Zhang, Tong Yang et al.*482 citations*
9. **[Unified Named Entity Recognition as Word-Word Relation Classification ↗](https://doi.org/10.1609/aaai.v36i10.21344)**Jingye Li, Hao Fei, Jiang Liu et al.*394 citations*
10. **[An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗](https://doi.org/10.1609/aaai.v36i3.20215)**Zhengyuan Yang, Zhe Gan, Jianfeng Wang et al.*326 citations*
11. **[Shape-Adaptive Selection and Measurement for Oriented Object Detection ↗](https://doi.org/10.1609/aaai.v36i1.19975)**Liping Hou, Ke Lü, Jian Xue et al.*298 citations*
12. **[SSAST: Self-Supervised Audio Spectrogram Transformer ↗](https://doi.org/10.1609/aaai.v36i10.21315)**Yuan Gong, Cheng-I Lai, Yu-An Chung et al.*284 citations*
13. **[Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v36i2.20028)**Shuo Li, Fang Liu, Licheng Jiao*280 citations*
14. **[I Can Find You! Boundary-Guided Separated Attention Network for Camouflaged Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20273)**Hongwei Zhu, Peng Li, Haoran Xie et al.*248 citations*
15. **[Deep Graph Clustering via Dual Correlation Reduction ↗](https://doi.org/10.1609/aaai.v36i7.20726)**Yue Liu, Wenxuan Tu, Sihang Zhou et al.*237 citations*
16. **[Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer ↗](https://doi.org/10.1609/aaai.v36i3.20155)**Tao Wang, Hong Liu, Pinhao Song et al.*230 citations*
17. **[DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism ↗](https://doi.org/10.1609/aaai.v36i10.21350)**Jinglin Liu, Chengxi Li, Yi Ren et al.*219 citations*
18. **[Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment ↗](https://doi.org/10.1609/aaai.v36i1.19959)**Guangxing Han, Shiyuan Huang, Jiawei Ma et al.*211 citations*
19. **[Attribute-Based Progressive Fusion Network for RGBT Tracking ↗](https://doi.org/10.1609/aaai.v36i3.20187)**Yun Xiao, Mengmeng Yang, Chenglong Li et al.*208 citations*
20. **[Vision Transformers Are Robust Learners ↗](https://doi.org/10.1609/aaai.v36i2.20103)**Sayak Paul, Pin‐Yu Chen*208 citations*
21. **[Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors ↗](https://doi.org/10.1609/aaai.v36i7.20723)**Suyuan Liu, Siwei Wang, Pei Zhang et al.*207 citations*
22. **[Dual Contrastive Learning for General Face Forgery Detection ↗](https://doi.org/10.1609/aaai.v36i2.20130)**Ke Sun, Taiping Yao, Chen Shen et al.*197 citations*
23. **[OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression ↗](https://doi.org/10.1609/aaai.v36i1.19942)**Chunyang Fu, Ge Li, Rui Yin Song et al.*196 citations*
24. **[Towards a Rigorous Evaluation of Time-Series Anomaly Detection ↗](https://doi.org/10.1609/aaai.v36i7.20680)**Siwon Kim, Kukjin Choi, Hyun-Soo Choi et al.*194 citations*
25. **[Behind the Curtain: Learning Occluded Shapes for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20194)**Qiangeng Xu, Yiqi Zhong, Ulrich Neumann*192 citations*
26. **[Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer ↗](https://doi.org/10.1609/aaai.v36i3.20202)**Yifan Xu, Zhijie Zhang, Mengdan Zhang et al.*192 citations*
27. **[Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19957)**Tianyu Guo, Hong Liu, Zhan Chen et al.*180 citations*
28. **[TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v36i2.20109)**Linhao Qu, Shaolei Liu, Manning Wang et al.*179 citations*
29. **[Topology-Aware Convolutional Neural Network for Efficient Skeleton-Based Action Recognition ↗](https://doi.org/10.1609/aaai.v36i3.20191)**Kailin Xu, Fanfan Ye, Qiaoyong Zhong et al.*177 citations*
30. **[TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v36i4.20330)**Yushan Liu, Yunpu Ma, Marcel E. Hildebrandt et al.*169 citations*
31. **[Graph Structure Learning with Variational Information Bottleneck ↗](https://doi.org/10.1609/aaai.v36i4.20335)**Qingyun Sun, Jianxin Li, Hao Ming Peng et al.*162 citations*
32. **[HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images ↗](https://doi.org/10.1609/aaai.v36i1.19993)**Meirui Jiang, Zi-Rui Wang, Qi Dou*162 citations*
33. **[TransZero: Attribute-Guided Transformer for Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v36i1.19909)**Shiming Chen, Ziming Hong, Yang Liu et al.*162 citations*
34. **[MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition ↗](https://doi.org/10.1609/aaai.v36i1.19999)**Zhanghan Ke, Jiayu Sun, Kaican Li et al.*160 citations*
35. **[Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding ↗](https://doi.org/10.1609/aaai.v36i3.20252)**Zizhao Zhang, Han Zhang, Long Zhao et al.*159 citations*
36. **[SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection ↗](https://doi.org/10.1609/aaai.v36i1.19897)**Chen Chen, Zhe Chen, Jing Zhang et al.*159 citations*
37. **[Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning ↗](https://doi.org/10.1609/aaai.v36i1.19954)**Qiqi Gu, Shen Chen, Taiping Yao et al.*158 citations*
38. **[UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery ↗](https://doi.org/10.1609/aaai.v36i1.19986)**Yecheng Huang, Jiaxin Chen, Di Huang*157 citations*
39. **[End-to-End Transformer Based Model for Image Captioning ↗](https://doi.org/10.1609/aaai.v36i3.20160)**Yiyu Wang, Jungang Xu, Yingfei Sun*156 citations*
40. **[Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection ↗](https://doi.org/10.1609/aaai.v36i2.20074)**Xianpeng Liu, Nan Xue, Tianfu Wu*156 citations*
41. **[Preparing High School Teachers to Integrate AI Methods into STEM Classrooms ↗](https://doi.org/10.1609/aaai.v36i11.21557)**Irene A. Lee, Beatriz Perret*156 citations*
42. **[Unsupervised Underwater Image Restoration: From a Homology Perspective ↗](https://doi.org/10.1609/aaai.v36i1.19944)**Zhenqi Fu, Huangxing Lin, Yang Yan et al.*155 citations*
43. **[AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators ↗](https://doi.org/10.1609/aaai.v36i8.20871)**Yihang Yin, Qingzhong Wang, Siyu Huang et al.*154 citations*
44. **[BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents ↗](https://doi.org/10.1609/aaai.v36i10.21322)**Teakgyu Hong, Donghyun Kim, Mingi Ji et al.*147 citations*
45. **[CEM: Commonsense-Aware Empathetic Response Generation ↗](https://doi.org/10.1609/aaai.v36i10.21373)**Sahand Sabour, Chujie Zheng, Minlie Huang*146 citations*
46. **[Edge-Aware Guidance Fusion Network for RGB–Thermal Scene Parsing ↗](https://doi.org/10.1609/aaai.v36i3.20269)**Wujie Zhou, Shaohua Dong, Caie Xu et al.*143 citations*
47. **[Active Learning for Domain Adaptation: An Energy-Based Approach ↗](https://doi.org/10.1609/aaai.v36i8.20850)**Binhui Xie, Longhui Yuan, Shuang Li et al.*140 citations*
48. **[Detail-Preserving Transformer for Light Field Image Super-resolution ↗](https://doi.org/10.1609/aaai.v36i3.20153)**Shunzhou Wang, Tianfei Zhou, Yao Lu et al.*140 citations*
49. **[AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification ↗](https://doi.org/10.1609/aaai.v36i4.20370)**Ammarah Farooq, Muhammad Awais, Josef Kittler et al.*138 citations*
50. **[AFDetV2: Rethinking the Necessity of the Second Stage for Object Detection from Point Clouds ↗](https://doi.org/10.1609/aaai.v36i1.19980)**Yihan Hu, Zhuangzhuang Ding, Runzhou Ge et al.*137 citations*
51. **[Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20108)**Jie Qin, Jie Wu, Xuefeng Xiao et al.*135 citations*
52. **[DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer ↗](https://doi.org/10.1609/aaai.v36i2.20014)**Buyu Li, Yongchi Zhao, Zhelun Shi et al.*135 citations*
53. **[Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding ↗](https://doi.org/10.1609/aaai.v36i3.20163)**Zhenzhi Wang, Limin Wang, Tao Wu et al.*135 citations*
54. **[Semantically Contrastive Learning for Low-Light Image Enhancement ↗](https://doi.org/10.1609/aaai.v36i2.20046)**Dong Liang, Ling Li, Mingqiang Wei et al.*132 citations*
55. **[FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations ↗](https://doi.org/10.1609/aaai.v36i1.19990)**Yonghyun Jeong, Doyeon Kim, Youngmin Ro et al.*131 citations*
56. **[Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity ↗](https://doi.org/10.1609/aaai.v36i8.20856)**Jie Xu, Chao Li, Yazhou Ren et al.*129 citations*
57. **[Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers ↗](https://doi.org/10.1609/aaai.v36i4.20314)**Shangbin Feng, Zhaoxuan Tan, Rui Li et al.*128 citations*
58. **[Multi-Modal Answer Validation for Knowledge-Based VQA ↗](https://doi.org/10.1609/aaai.v36i3.20174)**Jialin Wu, Jiasen Lu, Ashish Sabharwal et al.*128 citations*
59. **[RETRACTED: Pan-Sharpening with Customized Transformer and Invertible Neural Network ↗](https://doi.org/10.1609/aaai.v36i3.20267)**Man Zhou, Jie Huang, Yanchi Fang et al.*128 citations*
60. **[Dynamic Spatial Propagation Network for Depth Completion ↗](https://doi.org/10.1609/aaai.v36i2.20055)**Yuankai Lin, Tao Cheng, Qi Zhong et al.*127 citations*
61. **[JAKET: Joint Pre-training of Knowledge Graph and Language Understanding ↗](https://doi.org/10.1609/aaai.v36i10.21417)**Donghan Yu, Chenguang Zhu, Yiming Yang et al.*126 citations*
62. **[Contrast and Generation Make BART a Good Dialogue Emotion Recognizer ↗](https://doi.org/10.1609/aaai.v36i10.21348)**Shimin Li, Hang Yan, Xipeng Qiu*124 citations*
63. **[LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening ↗](https://doi.org/10.1609/aaai.v36i1.19996)**Zi-Rong Jin, Tian-Jing Zhang, Tai-Xiang Jiang et al.*122 citations*
64. **[CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes ↗](https://doi.org/10.1609/aaai.v36i1.19982)**Hao Huang, Yongtao Wang, Zhaoyu Chen et al.*120 citations*
65. **[SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds ↗](https://doi.org/10.1609/aaai.v36i1.19969)**Qingdong He, Zhengning Wang, Hao Zeng et al.*120 citations*
66. **[Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i3.20183)**Aoran Xiao, Jiaxing Huang, Dayan Guan et al.*120 citations*
67. **[A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction ↗](https://doi.org/10.1609/aaai.v36i11.21444)**Joshua Fan, Junwen Bai, Zhiyun Li et al.*119 citations*
68. **[DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media ↗](https://doi.org/10.1609/aaai.v36i4.20385)**Mengzhu Sun, Xi Zhang, Jiaqi Zheng et al.*119 citations*
69. **[A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning ↗](https://doi.org/10.1609/aaai.v36i8.20894)**Sai Qian Zhang, Jieyu Lin, Qi Zhang*118 citations*
70. **[FCA: Learning a 3D Full-Coverage Vehicle Camouflage for Multi-View Physical Adversarial Attack ↗](https://doi.org/10.1609/aaai.v36i2.20141)**Donghua Wang, Tingsong Jiang, Jialiang Sun et al.*117 citations*
71. **[FedSoft: Soft Clustered Federated Learning with Proximal Local Updating ↗](https://doi.org/10.1609/aaai.v36i7.20785)**Yichen Ruan, Carlee Joe‐Wong*117 citations*
72. **[D-vlog: Multimodal Vlog Dataset for Depression Detection ↗](https://doi.org/10.1609/aaai.v36i11.21483)**Jeewoo Yoon, Chaewon Kang, Seungbae Kim et al.*116 citations*
73. **[Deep One-Class Classification via Interpolated Gaussian Descriptor ↗](https://doi.org/10.1609/aaai.v36i1.19915)**Yuanhong Chen, Yu Tian, Guansong Pang et al.*116 citations*
74. **[ProtGNN: Towards Self-Explaining Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v36i8.20898)**Zaixi Zhang, Qi Liu, Hao Wang et al.*116 citations*
75. **[Simple Unsupervised Graph Representation Learning ↗](https://doi.org/10.1609/aaai.v36i7.20748)**Yujie Mo, Liang Peng, Jie Xu et al.*116 citations*
76. **[Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP ↗](https://doi.org/10.1609/aaai.v36i6.20610)**Sepideh Esmaeilpour, Bing Liu, Eric Robertson et al.*116 citations*
77. **[GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction ↗](https://doi.org/10.1609/aaai.v36i4.20377)**Shuangli Li, Jingbo Zhou, Tong Xu et al.*114 citations*
78. **[Knowledge Bridging for Empathetic Dialogue Generation ↗](https://doi.org/10.1609/aaai.v36i10.21347)**Qintong Li, Piji Li, Zhaochun Ren et al.*114 citations*
79. **[Towards Transferable Adversarial Attacks on Vision Transformers ↗](https://doi.org/10.1609/aaai.v36i3.20169)**Zhipeng Wei, Jingjing Chen, Micah Goldblum et al.*114 citations*
80. **[Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily ↗](https://doi.org/10.1609/aaai.v36i4.20340)**Tao Wang, Di Jin, Rui Wang et al.*113 citations*
81. **[Video as Conditional Graph Hierarchy for Multi-Granular Question Answering ↗](https://doi.org/10.1609/aaai.v36i3.20184)**Junbin Xiao, Angela Yao, Zhiyuan Liu et al.*113 citations*
82. **[CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting ↗](https://doi.org/10.1609/aaai.v36i11.21479)**Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen et al.*112 citations*
83. **[Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v36i6.20595)**Francesco Croce, Maksym Andriushchenko, Naman Deep Singh et al.*112 citations*
84. **[Frozen Pretrained Transformers as Universal Computation Engines ↗](https://doi.org/10.1609/aaai.v36i7.20729)**Kevin Lu, Aditya Grover, Pieter Abbeel et al.*111 citations*
85. **[One-Shot Talking Face Generation from Single-Speaker Audio-Visual Correlation Learning ↗](https://doi.org/10.1609/aaai.v36i3.20154)**Suzhen Wang, Lincheng Li, Yu Ding et al.*111 citations*
86. **[GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection ↗](https://doi.org/10.1609/aaai.v36i10.21320)**Wanwei He, Yinpei Dai, Yinhe Zheng et al.*109 citations*
87. **[ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations ↗](https://doi.org/10.1609/aaai.v36i4.20392)**Zhuohan Yu, Yifu Lu, Yunhe Wang et al.*109 citations*
88. **[STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction ↗](https://doi.org/10.1609/aaai.v36i4.20322)**Jiahao Ji, Jingyuan Wang, Zhe Jiang et al.*107 citations*
89. **[Efficient Non-local Contrastive Attention for Image Super-resolution ↗](https://doi.org/10.1609/aaai.v36i3.20179)**Bin Xia, Yucheng Hang, Yapeng Tian et al.*106 citations*
90. **[Multi-View Intent Disentangle Graph Networks for Bundle Recommendation ↗](https://doi.org/10.1609/aaai.v36i4.20359)**Sen Zhao, Wei Wei, Ding Zou et al.*106 citations*
91. **[Molecular Contrastive Learning with Chemical Element Knowledge Graph ↗](https://doi.org/10.1609/aaai.v36i4.20313)**Fang Yin, Qiang Zhang, Haihong Yang et al.*105 citations*
92. **[Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining ↗](https://doi.org/10.1609/aaai.v36i3.20263)**Minghang Zheng, Yanjie Huang, Qingchao Chen et al.*104 citations*
93. **[ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification ↗](https://doi.org/10.1609/aaai.v36i10.21292)**Junfan Chen, Richong Zhang, Yongyi Mao et al.*103 citations*
94. **[Do Feature Attribution Methods Correctly Attribute Features? ↗](https://doi.org/10.1609/aaai.v36i9.21196)**Yilun Zhou, Serena Booth, Marco Túlio Ribeiro et al.*103 citations*
95. **[TEACh: Task-Driven Embodied Agents That Chat ↗](https://doi.org/10.1609/aaai.v36i2.20097)**Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava et al.*103 citations*
96. **[Invariant Information Bottleneck for Domain Generalization ↗](https://doi.org/10.1609/aaai.v36i7.20703)**Binbin Li, Yifei Shen, Yezhen Wang et al.*102 citations*
97. **[MAPF-LNS2: Fast Repairing for Multi-Agent Path Finding via Large Neighborhood Search ↗](https://doi.org/10.1609/aaai.v36i9.21266)**Jiaoyang Li, Zhe Chen, Daniel Harabor et al.*102 citations*
98. **[Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution ↗](https://doi.org/10.1609/aaai.v36i1.19946)**Guangwei Gao, Wenjie Li, Juncheng Li et al.*101 citations*
99. **[Temporal Knowledge Graph Completion Using Box Embeddings ↗](https://doi.org/10.1609/aaai.v36i7.20746)**Johannes Messner, Ralph Abboud, İsmail İlkan Ceylan*100 citations*
100. **[Sequence Level Contrastive Learning for Text Summarization ↗](https://doi.org/10.1609/aaai.v36i10.21409)**Shusheng Xu, Xingxing Zhang, Yi Wu et al.*98 citations*

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