Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers
- Scalable Spatiotemporal Graph Neural Networks ↗Andrea Cini, Ivan Marisca, Filippo Maria Bianchi et al.72 citations
- Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification ↗Jijie Wu, Dongliang Chang, Aneeshan Sain et al.71 citations
- DC-Former: Diverse and Compact Transformer for Person Re-identification ↗Wen Li, Cheng Zou, Meng Wang et al.71 citations
- Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers ↗Chengliang Liu, Jie Wen, Xiaoling Luo et al.71 citations
- Next POI Recommendation with Dynamic Graph and Explicit Dependency ↗Feiyu Yin, Yong Liu, Zhiqi Shen et al.70 citations
- Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense ↗Yang Yu, Qi Liu, Likang Wu et al.70 citations
- Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging ↗Li Yuan, Yi Cai, Jin Wang et al.69 citations
- Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection ↗Yang Qiao, Liqiang Jing, Xuemeng Song et al.69 citations
- SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition ↗Wei Li, Luyao Zhu, Rui Mao et al.69 citations
- Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations ↗Jiahang Zhang, Lilang Lin, Jiaying Liu68 citations
- Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs ↗Fang Wu, Dragomir Radev, Stan Ziqing Li68 citations
- TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty ↗Zhengming J. Zhang, Renran Tian, Zhengming Ding68 citations
- Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction ↗Zhankun Xiong, Shichao Liu, Feng Huang et al.67 citations
- Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating ↗Yixin Liu, Yizhen Zheng, Daokun Zhang et al.66 citations
- Contrastive Learning Reduces Hallucination in Conversations ↗Weiwei Sun, Zhengliang Shi, Shen Gao et al.66 citations
- Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis ↗Wan-Cyuan Fan, Yen‐Chun Chen, Dongdong Chen et al.66 citations
- Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction ↗Guangyin Jin, Lingbo Liu, Fuxian Li et al.66 citations
- DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video ↗Zhimeng Zhang, Zhipeng Hu, Wenjin Deng et al.65 citations
- Hierarchical Contrast for Unsupervised Skeleton-Based Action Representation Learning ↗Jianfeng Dong, Shengkai Sun, Zhonglin Liu et al.65 citations
- BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning ↗Xu Xiao, Chenfei Wu, Shachar Rosenman et al.64 citations
- CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying ↗Weihuang Liu, Xiaodong Cun, Chi‐Man Pun et al.64 citations
- Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions ↗Han Fang, Yupeng Qiu, Kejiang Chen et al.64 citations
- Multi-Stream Representation Learning for Pedestrian Trajectory Prediction ↗Yuxuan Wu, Le Wang, Sanping Zhou et al.63 citations
- SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images ↗Ryota Tanaka, Kyosuke Nishida, Kosuke Nishida et al.63 citations
- Universal Information Extraction as Unified Semantic Matching ↗Jie Lou, Yaojie Lu, Dai Dai et al.63 citations
- Continuous Trajectory Generation Based on Two-Stage GAN ↗Wenjun Jiang, Wayne Xin Zhao, Jingyuan Wang et al.62 citations
- Detecting Multivariate Time Series Anomalies with Zero Known Label ↗Qihang Zhou, Jiming Chen, Haoyu Liu et al.62 citations
- DropMessage: Unifying Random Dropping for Graph Neural Networks ↗Taoran Fang, Zhiqing Xiao, Chunping Wang et al.62 citations
- MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification ↗Yukang Zhang, Yan Yan, Jie Li et al.62 citations
- TopicFM: Robust and Interpretable Topic-Assisted Feature Matching ↗Khang Truong Giang, Soohwan Song, Sungho Jo62 citations
- CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models ↗Akshita Jha, Chandan K. A. Reddy61 citations
- Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning ↗Na Dong, Yongqiang Zhang, Mingli Ding et al.61 citations
- MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding ↗Meihuizi Jia, Lei Shen, Xin Shen et al.61 citations
- RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking ↗Xuefeng Zhu, Tianyang Xu, Zhangyong Tang et al.61 citations
- FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation ↗Jae-hun Shim, Hyunwoo Yu, Kyeongbo Kong et al.60 citations
- See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection ↗Lianwei Wu, Pusheng Liu, Yanning Zhang60 citations
- Towards Good Practices for Missing Modality Robust Action Recognition ↗Sangmin Woo, Sumin Lee, Yeonju Park et al.60 citations
- A Set of Control Points Conditioned Pedestrian Trajectory Prediction ↗Inhwan Bae, Hae‐Gon Jeon58 citations
- A Survey on Model Compression and Acceleration for Pretrained Language Models ↗Canwen Xu, Julian McAuley58 citations
- Adaptive Dynamic Filtering Network for Image Denoising ↗Hao Shen, Zhong‐Qiu Zhao, Wandi Zhang58 citations
- BEST: BERT Pre-training for Sign Language Recognition with Coupling Tokenization ↗Weichao Zhao, Hezhen Hu, Wengang Zhou et al.58 citations
- Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer ↗Sunan He, Taian Guo, Tao Dai et al.58 citations
- READ: Large-Scale Neural Scene Rendering for Autonomous Driving ↗Zhuopeng Li, Li Lü, Jianke Zhu58 citations
- AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning ↗Enneng Yang, Junwei Pan, Ximei Wang et al.57 citations
- Dual-Domain Attention for Image Deblurring ↗Yuning Cui, Yi Tao, Wenqi Ren et al.57 citations
- MicroAST: Towards Super-fast Ultra-Resolution Arbitrary Style Transfer ↗Zhizhong Wang, Lei Zhao, Zhiwen Zuo et al.56 citations
- Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning ↗Xian Zhong, Zipeng Li, Shuqin Chen et al.56 citations
- Substructure Aware Graph Neural Networks ↗Dingyi Zeng, Wanlong Liu, Wenyu Chen et al.56 citations
- Trafformer: Unify Time and Space in Traffic Prediction ↗Di Jin, Jiayi Shi, Rui Wang et al.56 citations
- Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning ↗Hongzhan Lin, Pengyao Yi, Jing Ma et al.56 citations
- Attribute and Structure Preserving Graph Contrastive Learning ↗Jialu Chen, Gang Kou55 citations
- On the Vulnerability of Backdoor Defenses for Federated Learning ↗Pei Chun Fang, Jinghui Chen55 citations
- Towards Voice Reconstruction from EEG during Imagined Speech ↗Young-Eun Lee, Seo‐Hyun Lee, Sangho Kim et al.55 citations
- VIDM: Video Implicit Diffusion Models ↗Kangfu Mei, Vishal M. Patel55 citations
- Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos ↗Jianwei Li, Zitong Yu, Jingang Shi54 citations
- Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text ↗Liam D. Dugan, Daphne Ippolito, Arun Kirubarajan et al.54 citations
- Reducing ANN-SNN Conversion Error through Residual Membrane Potential ↗Zecheng Hao, Tong Bu, Jianhao Ding et al.54 citations
- Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction ↗Wei Fu Dong, Huaijiang Sun, Bin Li et al.53 citations
- Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference ↗Yabin Wang, Zhiheng Ma, Zhiwu Huang et al.53 citations
- MMTN: Multi-Modal Memory Transformer Network for Image-Report Consistent Medical Report Generation ↗Yiming Cao, Lizhen Cui, Lei Zhang et al.53 citations
- Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences ↗Zhou Yujie, Haodong Duan, Anyi Rao et al.53 citations
- Federated Generative Model on Multi-Source Heterogeneous Data in IoT ↗Zuobin Xiong, Wei Li, Zhipeng Cai52 citations
- Runtime Analysis for the NSGA-II: Provable Speed-Ups from Crossover ↗Benjamin Doerr, Zhongdi Qu52 citations
- From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds ↗Benjamin Doerr, Zhongdi Qu51 citations
- GLT-T: Global-Local Transformer Voting for 3D Single Object Tracking in Point Clouds ↗Jiahao Nie, Zhiwei He, Yuxiang Yang et al.51 citations
- Generalized Category Discovery with Decoupled Prototypical Network ↗Wenbin An, Feng Tian, Qinghua Zheng et al.51 citations
- Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis ↗Sein Kim, Namkyeong Lee, Junseok Lee et al.51 citations
- SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud ↗Yan Wang, Junbo Yin, Wei Li et al.51 citations
- SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control ↗Wenlu Du, Junyi Ye, Jingyi Gu et al.51 citations
- SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting ↗Lei Chen, Du Fei, Yuan Hu et al.51 citations
- ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks ↗Jiangrong Shen, Qi Xu, Jian K. Liu et al.50 citations
- I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs ↗Dongjin Lee, Kijung Shin50 citations
- NL2LTL – a Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) Formulas ↗Francesco Fuggitti, Tathagata Chakraborti50 citations
- Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem ↗Yan Jin, Yuandong Ding, Xuanhao Pan et al.50 citations
- Revisiting the Spatial and Temporal Modeling for Few-Shot Action Recognition ↗Jiazheng Xing, Mengmeng Wang, Yong Liu et al.50 citations
- T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation ↗Cuiying Huo, Di Jin, Yawen Li et al.50 citations
- WSiP: Wave Superposition Inspired Pooling for Dynamic Interactions-Aware Trajectory Prediction ↗Renzhi Wang, Senzhang Wang, Hao Yan et al.50 citations
- Industry-Scale Orchestrated Federated Learning for Drug Discovery ↗Martijn Oldenhof, Gergely Ács, Balázs Pejó et al.49 citations
- Adversarial Alignment for Source Free Object Detection ↗Qiaosong Chu, Shuyan Li, Guangyi Chen et al.48 citations
- Complement Sparsification: Low-Overhead Model Pruning for Federated Learning ↗Xiaopeng Jiang, Cristian Borcea48 citations
- DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations ↗Yuanfeng Ji, Lu Zhang, Jiaxiang Wu et al.48 citations
- GLCC: A General Framework for Graph-Level Clustering ↗Wei Ju, Yiyang Gu, Binqi Chen et al.48 citations
- SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification ↗Rundong Zuo, Guozhong Li, Byron Koon Kau Choi et al.48 citations
- Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles ↗Xianghua Zeng, Hao Ming Peng, Angsheng Li47 citations
- H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman Problem ↗Xuanhao Pan, Yan Jin, Yuandong Ding et al.47 citations
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs ↗Yuanning Cui, Yuxin Wang, Zequn Sun et al.47 citations
- MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series ↗Qianwen Meng, Hangwei Qian, Yong Liu et al.47 citations
- RADIANT: Radar-Image Association Network for 3D Object Detection ↗Yunfei Long, Abhinav Kumar, Daniel Morris et al.47 citations
- The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications ↗Serena Booth, W. Bradley Knox, Julie Shah et al.47 citations
- CEE-Net: Complementary End-to-End Network for 3D Human Pose Generation and Estimation ↗Haolun Li, Chi‐Man Pun46 citations
- Delving into the Adversarial Robustness of Federated Learning ↗Jie Zhang, Bo Li, Chen Chen et al.46 citations
- HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design ↗Hui Wei, Zhixiang Wang, Xuemei Jia et al.46 citations
- PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models ↗Peixuan Li, Pengzhou Cheng, Fangqi Li et al.46 citations
- Safe Reinforcement Learning via Shielding under Partial Observability ↗Steven Carr, Nils Jansen, Sebastian Junges et al.46 citations
- Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering ↗Zongmo Huang, Yazhou Ren, Xiaorong Pu et al.46 citations
- Domain-General Crowd Counting in Unseen Scenarios ↗Zhipeng Du, Jiankang Deng, Miaojing Shi45 citations
- GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM ↗Silin Zhou, Jing Li, Hao Wang et al.45 citations
- Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis ↗Shanshan Wang, Zhen Zeng, Xun Yang et al.45 citations
- Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis ↗Thi Kieu Khanh Ho, Narges Armanfard45 citations
- Semi-attention Partition for Occluded Person Re-identification ↗Mengxi Jia, Yifan Sun, Yunpeng Zhai et al.45 citations
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