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

2,019 papers · page 2 of 21 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2023](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/)

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101. **[Scalable Spatiotemporal Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v37i6.25880)**Andrea Cini, Ivan Marisca, Filippo Maria Bianchi et al.*72 citations*
102. **[Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification ↗](https://doi.org/10.1609/aaai.v37i3.25383)**Jijie Wu, Dongliang Chang, Aneeshan Sain et al.*71 citations*
103. **[DC-Former: Diverse and Compact Transformer for Person Re-identification ↗](https://doi.org/10.1609/aaai.v37i2.25226)**Wen Li, Cheng Zou, Meng Wang et al.*71 citations*
104. **[Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers ↗](https://doi.org/10.1609/aaai.v37i7.26060)**Chengliang Liu, Jie Wen, Xiaoling Luo et al.*71 citations*
105. **[Next POI Recommendation with Dynamic Graph and Explicit Dependency ↗](https://doi.org/10.1609/aaai.v37i4.25608)**Feiyu Yin, Yong Liu, Zhiqi Shen et al.*70 citations*
106. **[Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense ↗](https://doi.org/10.1609/aaai.v37i4.25611)**Yang Yu, Qi Liu, Likang Wu et al.*70 citations*
107. **[Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging ↗](https://doi.org/10.1609/aaai.v37i9.26309)**Li Yuan, Yi Cai, Jin Wang et al.*69 citations*
108. **[Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection ↗](https://doi.org/10.1609/aaai.v37i8.26138)**Yang Qiao, Liqiang Jing, Xuemeng Song et al.*69 citations*
109. **[SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition ↗](https://doi.org/10.1609/aaai.v37i11.26541)**Wei Li, Luyao Zhu, Rui Mao et al.*69 citations*
110. **[Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations ↗](https://doi.org/10.1609/aaai.v37i3.25451)**Jiahang Zhang, Lilang Lin, Jiaying Liu*68 citations*
111. **[Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs ↗](https://doi.org/10.1609/aaai.v37i4.25662)**Fang Wu, Dragomir Radev, Stan Ziqing Li*68 citations*
112. **[TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty ↗](https://doi.org/10.1609/aaai.v37i3.25463)**Zhengming J. Zhang, Renran Tian, Zhengming Ding*68 citations*
113. **[Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25665)**Zhankun Xiong, Shichao Liu, Feng Huang et al.*67 citations*
114. **[Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating ↗](https://doi.org/10.1609/aaai.v37i4.25573)**Yixin Liu, Yizhen Zheng, Daokun Zhang et al.*66 citations*
115. **[Contrastive Learning Reduces Hallucination in Conversations ↗](https://doi.org/10.1609/aaai.v37i11.26596)**Weiwei Sun, Zhengliang Shi, Shen Gao et al.*66 citations*
116. **[Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis ↗](https://doi.org/10.1609/aaai.v37i1.25133)**Wan-Cyuan Fan, Yen‐Chun Chen, Dongdong Chen et al.*66 citations*
117. **[Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction ↗](https://doi.org/10.1609/aaai.v37i12.26669)**Guangyin Jin, Lingbo Liu, Fuxian Li et al.*66 citations*
118. **[DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video ↗](https://doi.org/10.1609/aaai.v37i3.25464)**Zhimeng Zhang, Zhipeng Hu, Wenjin Deng et al.*65 citations*
119. **[Hierarchical Contrast for Unsupervised Skeleton-Based Action Representation Learning ↗](https://doi.org/10.1609/aaai.v37i1.25127)**Jianfeng Dong, Shengkai Sun, Zhonglin Liu et al.*65 citations*
120. **[BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning ↗](https://doi.org/10.1609/aaai.v37i9.26263)**Xu Xiao, Chenfei Wu, Shachar Rosenman et al.*64 citations*
121. **[CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying ↗](https://doi.org/10.1609/aaai.v37i2.25263)**Weihuang Liu, Xiaodong Cun, Chi‐Man Pun et al.*64 citations*
122. **[Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions ↗](https://doi.org/10.1609/aaai.v37i4.25633)**Han Fang, Yupeng Qiu, Kejiang Chen et al.*64 citations*
123. **[Multi-Stream Representation Learning for Pedestrian Trajectory Prediction ↗](https://doi.org/10.1609/aaai.v37i3.25389)**Yuxuan Wu, Le Wang, Sanping Zhou et al.*63 citations*
124. **[SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images ↗](https://doi.org/10.1609/aaai.v37i11.26598)**Ryota Tanaka, Kyosuke Nishida, Kosuke Nishida et al.*63 citations*
125. **[Universal Information Extraction as Unified Semantic Matching ↗](https://doi.org/10.1609/aaai.v37i11.26563)**Jie Lou, Yaojie Lu, Dai Dai et al.*63 citations*
126. **[Continuous Trajectory Generation Based on Two-Stage GAN ↗](https://doi.org/10.1609/aaai.v37i4.25557)**Wenjun Jiang, Wayne Xin Zhao, Jingyuan Wang et al.*62 citations*
127. **[Detecting Multivariate Time Series Anomalies with Zero Known Label ↗](https://doi.org/10.1609/aaai.v37i4.25623)**Qihang Zhou, Jiming Chen, Haoyu Liu et al.*62 citations*
128. **[DropMessage: Unifying Random Dropping for Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v37i4.25545)**Taoran Fang, Zhiqing Xiao, Chunping Wang et al.*62 citations*
129. **[MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification ↗](https://doi.org/10.1609/aaai.v37i3.25459)**Yukang Zhang, Yan Yan, Jie Li et al.*62 citations*
130. **[TopicFM: Robust and Interpretable Topic-Assisted Feature Matching ↗](https://doi.org/10.1609/aaai.v37i2.25341)**Khang Truong Giang, Soohwan Song, Sungho Jo*62 citations*
131. **[CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models ↗](https://doi.org/10.1609/aaai.v37i12.26739)**Akshita Jha, Chandan K. A. Reddy*61 citations*
132. **[Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning ↗](https://doi.org/10.1609/aaai.v37i1.25129)**Na Dong, Yongqiang Zhang, Mingli Ding et al.*61 citations*
133. **[MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding ↗](https://doi.org/10.1609/aaai.v37i7.25971)**Meihuizi Jia, Lei Shen, Xin Shen et al.*61 citations*
134. **[RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking ↗](https://doi.org/10.1609/aaai.v37i3.25500)**Xuefeng Zhu, Tianyang Xu, Zhangyong Tang et al.*61 citations*
135. **[FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v37i2.25321)**Jae-hun Shim, Hyunwoo Yu, Kyeongbo Kong et al.*60 citations*
136. **[See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection ↗](https://doi.org/10.1609/aaai.v37i11.26609)**Lianwei Wu, Pusheng Liu, Yanning Zhang*60 citations*
137. **[Towards Good Practices for Missing Modality Robust Action Recognition ↗](https://doi.org/10.1609/aaai.v37i3.25378)**Sangmin Woo, Sumin Lee, Yeonju Park et al.*60 citations*
138. **[A Set of Control Points Conditioned Pedestrian Trajectory Prediction ↗](https://doi.org/10.1609/aaai.v37i5.25759)**Inhwan Bae, Hae‐Gon Jeon*58 citations*
139. **[A Survey on Model Compression and Acceleration for Pretrained Language Models ↗](https://doi.org/10.1609/aaai.v37i9.26255)**Canwen Xu, Julian McAuley*58 citations*
140. **[Adaptive Dynamic Filtering Network for Image Denoising ↗](https://doi.org/10.1609/aaai.v37i2.25317)**Hao Shen, Zhong‐Qiu Zhao, Wandi Zhang*58 citations*
141. **[BEST: BERT Pre-training for Sign Language Recognition with Coupling Tokenization ↗](https://doi.org/10.1609/aaai.v37i3.25470)**Weichao Zhao, Hezhen Hu, Wengang Zhou et al.*58 citations*
142. **[Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer ↗](https://doi.org/10.1609/aaai.v37i1.25159)**Sunan He, Taian Guo, Tao Dai et al.*58 citations*
143. **[READ: Large-Scale Neural Scene Rendering for Autonomous Driving ↗](https://doi.org/10.1609/aaai.v37i2.25238)**Zhuopeng Li, Li Lü, Jianke Zhu*58 citations*
144. **[AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v37i9.26275)**Enneng Yang, Junwei Pan, Ximei Wang et al.*57 citations*
145. **[Dual-Domain Attention for Image Deblurring ↗](https://doi.org/10.1609/aaai.v37i1.25122)**Yuning Cui, Yi Tao, Wenqi Ren et al.*57 citations*
146. **[MicroAST: Towards Super-fast Ultra-Resolution Arbitrary Style Transfer ↗](https://doi.org/10.1609/aaai.v37i3.25374)**Zhizhong Wang, Lei Zhao, Zhiwen Zuo et al.*56 citations*
147. **[Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning ↗](https://doi.org/10.1609/aaai.v37i3.25484)**Xian Zhong, Zipeng Li, Shuqin Chen et al.*56 citations*
148. **[Substructure Aware Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v37i9.26318)**Dingyi Zeng, Wanlong Liu, Wenyu Chen et al.*56 citations*
149. **[Trafformer: Unify Time and Space in Traffic Prediction ↗](https://doi.org/10.1609/aaai.v37i7.25980)**Di Jin, Jiayi Shi, Rui Wang et al.*56 citations*
150. **[Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning ↗](https://doi.org/10.1609/aaai.v37i4.25651)**Hongzhan Lin, Pengyao Yi, Jing Ma et al.*56 citations*
151. **[Attribute and Structure Preserving Graph Contrastive Learning ↗](https://doi.org/10.1609/aaai.v37i6.25858)**Jialu Chen, Gang Kou*55 citations*
152. **[On the Vulnerability of Backdoor Defenses for Federated Learning ↗](https://doi.org/10.1609/aaai.v37i10.26393)**Pei Chun Fang, Jinghui Chen*55 citations*
153. **[Towards Voice Reconstruction from EEG during Imagined Speech ↗](https://doi.org/10.1609/aaai.v37i5.25745)**Young-Eun Lee, Seo‐Hyun Lee, Sangho Kim et al.*55 citations*
154. **[VIDM: Video Implicit Diffusion Models ↗](https://doi.org/10.1609/aaai.v37i8.26094)**Kangfu Mei, Vishal M. Patel*55 citations*
155. **[Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos ↗](https://doi.org/10.1609/aaai.v37i1.25217)**Jianwei Li, Zitong Yu, Jingang Shi*54 citations*
156. **[Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text ↗](https://doi.org/10.1609/aaai.v37i11.26501)**Liam D. Dugan, Daphne Ippolito, Arun Kirubarajan et al.*54 citations*
157. **[Reducing ANN-SNN Conversion Error through Residual Membrane Potential ↗](https://doi.org/10.1609/aaai.v37i1.25071)**Zecheng Hao, Tong Bu, Jianhao Ding et al.*54 citations*
158. **[Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction ↗](https://doi.org/10.1609/aaai.v37i5.25754)**Wei Fu Dong, Huaijiang Sun, Bin Li et al.*53 citations*
159. **[Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference ↗](https://doi.org/10.1609/aaai.v37i8.26216)**Yabin Wang, Zhiheng Ma, Zhiwu Huang et al.*53 citations*
160. **[MMTN: Multi-Modal Memory Transformer Network for Image-Report Consistent Medical Report Generation ↗](https://doi.org/10.1609/aaai.v37i1.25100)**Yiming Cao, Lizhen Cui, Lei Zhang et al.*53 citations*
161. **[Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences ↗](https://doi.org/10.1609/aaai.v37i3.25495)**Zhou Yujie, Haodong Duan, Anyi Rao et al.*53 citations*
162. **[Federated Generative Model on Multi-Source Heterogeneous Data in IoT ↗](https://doi.org/10.1609/aaai.v37i9.26252)**Zuobin Xiong, Wei Li, Zhipeng Cai*52 citations*
163. **[Runtime Analysis for the NSGA-II: Provable Speed-Ups from Crossover ↗](https://doi.org/10.1609/aaai.v37i10.26461)**Benjamin Doerr, Zhongdi Qu*52 citations*
164. **[From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds ↗](https://doi.org/10.1609/aaai.v37i10.26462)**Benjamin Doerr, Zhongdi Qu*51 citations*
165. **[GLT-T: Global-Local Transformer Voting for 3D Single Object Tracking in Point Clouds ↗](https://doi.org/10.1609/aaai.v37i2.25287)**Jiahao Nie, Zhiwei He, Yuxiang Yang et al.*51 citations*
166. **[Generalized Category Discovery with Decoupled Prototypical Network ↗](https://doi.org/10.1609/aaai.v37i11.26475)**Wenbin An, Feng Tian, Qinghua Zheng et al.*51 citations*
167. **[Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis ↗](https://doi.org/10.1609/aaai.v37i4.25643)**Sein Kim, Namkyeong Lee, Junseok Lee et al.*51 citations*
168. **[SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud ↗](https://doi.org/10.1609/aaai.v37i3.25370)**Yan Wang, Junbo Yin, Wei Li et al.*51 citations*
169. **[SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control ↗](https://doi.org/10.1609/aaai.v37i12.26729)**Wenlu Du, Junyi Ye, Jingyi Gu et al.*51 citations*
170. **[SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting ↗](https://doi.org/10.1609/aaai.v37i1.25105)**Lei Chen, Du Fei, Yuan Hu et al.*51 citations*
171. **[ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks ↗](https://doi.org/10.1609/aaai.v37i1.25079)**Jiangrong Shen, Qi Xu, Jian K. Liu et al.*50 citations*
172. **[I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs ↗](https://doi.org/10.1609/aaai.v37i7.26019)**Dongjin Lee, Kijung Shin*50 citations*
173. **[NL2LTL – a Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) Formulas ↗](https://doi.org/10.1609/aaai.v37i13.27068)**Francesco Fuggitti, Tathagata Chakraborti*50 citations*
174. **[Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem ↗](https://doi.org/10.1609/aaai.v37i7.25982)**Yan Jin, Yuandong Ding, Xuanhao Pan et al.*50 citations*
175. **[Revisiting the Spatial and Temporal Modeling for Few-Shot Action Recognition ↗](https://doi.org/10.1609/aaai.v37i3.25403)**Jiazheng Xing, Mengmeng Wang, Yong Liu et al.*50 citations*
176. **[T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation ↗](https://doi.org/10.1609/aaai.v37i4.25553)**Cuiying Huo, Di Jin, Yawen Li et al.*50 citations*
177. **[WSiP: Wave Superposition Inspired Pooling for Dynamic Interactions-Aware Trajectory Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25592)**Renzhi Wang, Senzhang Wang, Hao Yan et al.*50 citations*
178. **[Industry-Scale Orchestrated Federated Learning for Drug Discovery ↗](https://doi.org/10.1609/aaai.v37i13.26847)**Martijn Oldenhof, Gergely Ács, Balázs Pejó et al.*49 citations*
179. **[Adversarial Alignment for Source Free Object Detection ↗](https://doi.org/10.1609/aaai.v37i1.25119)**Qiaosong Chu, Shuyan Li, Guangyi Chen et al.*48 citations*
180. **[Complement Sparsification: Low-Overhead Model Pruning for Federated Learning ↗](https://doi.org/10.1609/aaai.v37i7.25977)**Xiaopeng Jiang, Cristian Borcea*48 citations*
181. **[DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations ↗](https://doi.org/10.1609/aaai.v37i7.25970)**Yuanfeng Ji, Lu Zhang, Jiaxiang Wu et al.*48 citations*
182. **[GLCC: A General Framework for Graph-Level Clustering ↗](https://doi.org/10.1609/aaai.v37i4.25559)**Wei Ju, Yiyang Gu, Binqi Chen et al.*48 citations*
183. **[SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification ↗](https://doi.org/10.1609/aaai.v37i9.26359)**Rundong Zuo, Guozhong Li, Byron Koon Kau Choi et al.*48 citations*
184. **[Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles ↗](https://doi.org/10.1609/aaai.v37i10.26390)**Xianghua Zeng, Hao Ming Peng, Angsheng Li*47 citations*
185. **[H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman Problem ↗](https://doi.org/10.1609/aaai.v37i8.26120)**Xuanhao Pan, Yan Jin, Yuandong Ding et al.*47 citations*
186. **[Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v37i4.25539)**Yuanning Cui, Yuxin Wang, Zequn Sun et al.*47 citations*
187. **[MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series ↗](https://doi.org/10.1609/aaai.v37i8.26098)**Qianwen Meng, Hangwei Qian, Yong Liu et al.*47 citations*
188. **[RADIANT: Radar-Image Association Network for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v37i2.25270)**Yunfei Long, Abhinav Kumar, Daniel Morris et al.*47 citations*
189. **[The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications ↗](https://doi.org/10.1609/aaai.v37i5.25733)**Serena Booth, W. Bradley Knox, Julie Shah et al.*47 citations*
190. **[CEE-Net: Complementary End-to-End Network for 3D Human Pose Generation and Estimation ↗](https://doi.org/10.1609/aaai.v37i1.25214)**Haolun Li, Chi‐Man Pun*46 citations*
191. **[Delving into the Adversarial Robustness of Federated Learning ↗](https://doi.org/10.1609/aaai.v37i9.26331)**Jie Zhang, Bo Li, Chen Chen et al.*46 citations*
192. **[HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design ↗](https://doi.org/10.1609/aaai.v37i12.26777)**Hui Wei, Zhixiang Wang, Xuemei Jia et al.*46 citations*
193. **[PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models ↗](https://doi.org/10.1609/aaai.v37i12.26750)**Peixuan Li, Pengzhou Cheng, Fangqi Li et al.*46 citations*
194. **[Safe Reinforcement Learning via Shielding under Partial Observability ↗](https://doi.org/10.1609/aaai.v37i12.26723)**Steven Carr, Nils Jansen, Sebastian Junges et al.*46 citations*
195. **[Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v37i7.25960)**Zongmo Huang, Yazhou Ren, Xiaorong Pu et al.*46 citations*
196. **[Domain-General Crowd Counting in Unseen Scenarios ↗](https://doi.org/10.1609/aaai.v37i1.25131)**Zhipeng Du, Jiankang Deng, Miaojing Shi*45 citations*
197. **[GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM ↗](https://doi.org/10.1609/aaai.v37i4.25624)**Silin Zhou, Jing Li, Hao Wang et al.*45 citations*
198. **[Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis ↗](https://doi.org/10.1609/aaai.v37i1.25082)**Shanshan Wang, Zhen Zeng, Xun Yang et al.*45 citations*
199. **[Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis ↗](https://doi.org/10.1609/aaai.v37i7.25952)**Thi Kieu Khanh Ho, Narges Armanfard*45 citations*
200. **[Semi-attention Partition for Occluded Person Re-identification ↗](https://doi.org/10.1609/aaai.v37i1.25180)**Mengxi Jia, Yifan Sun, Yunpeng Zhai et al.*45 citations*

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