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Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers

2,867 papers · page 3 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

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  1. Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation ↗Debaditya Shome, Pritam Sarkar, Ali Etemad40 citations
  2. Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations ↗Yufeng Huang, Jiji Tang, Zhuo Chen et al.40 citations
  3. TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection ↗Tianxiang Chen, Zhentao Tan, Qi Chu et al.40 citations
  4. U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting ↗Xiang Ma, Xuemei Li, Lexin Fang et al.40 citations
  5. Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention ↗Saebom Leem, Hyunseok Seo39 citations
  6. Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification ↗Chengliang Liu, Jinlong Jia, Jie Wen et al.39 citations
  7. CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare ↗Akash Ghosh, Arkadeep Acharya, Raghav Jain et al.39 citations
  8. Data Roaming and Quality Assessment for Composed Image Retrieval ↗Matan Levy, Rami Ben‐Ari, Nir Darshan et al.39 citations
  9. DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity ↗Yeying Jin, Wei Ye, Wenhan Yang et al.39 citations
  10. Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond ↗Dimitrios Kollias, Viktoriia Sharmanska, Stefanos P. Zafeiriou39 citations
  11. GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time ↗Haoran Ye, Jiarui Wang, Helan Liang et al.39 citations
  12. Runtime Analysis of the SMS-EMOA for Many-Objective Optimization ↗Weijie Zheng, Benjamin Doerr39 citations
  13. SECap: Speech Emotion Captioning with Large Language Model ↗Yaoxun Xu, Hangting Chen, Jianwei Yu et al.39 citations
  14. Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition ↗Qianrui Zhou, Hua Xu, Hao Li et al.39 citations
  15. Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification ↗Zhiwei Zhao, Bin Liu, Yan Lu et al.39 citations
  16. Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis ↗Caoyun Fan, Jindou Chen, Yaohui Jin et al.38 citations
  17. Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening ↗Hebaixu Wang, Meiqi Gong, Xiaoguang Mei et al.38 citations
  18. FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly ↗Yuhan Li, Yishun Dou, Yue Shi et al.38 citations
  19. Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning ↗Alexey Skrynnik, Андрейчук Антон Андреевич, Maria V. Nesterova et al.38 citations
  20. Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering ↗Tingting Wu, Songhe Feng, Jiazheng Yuan38 citations
  21. T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering ↗Lei Wang, Yi Hu, Jiabang He et al.38 citations
  22. Co-designing AI Education Curriculum with Cross-Disciplinary High School Teachers ↗Benjamin Xie, Parth Sarin, Jacob Wolf et al.37 citations
  23. Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models ↗Ruichen Wang, Zekang Chen, Chen Chen et al.37 citations
  24. Debiasing Multimodal Sarcasm Detection with Contrastive Learning ↗Mengzhao Jia, Xie Can, Liqiang Jing37 citations
  25. Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser ↗Qingyuan Cai, Xuecai Hu, Saihui Hou et al.37 citations
  26. Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation ↗Guy Yariv, Itai Gat, Sagie Benaim et al.37 citations
  27. Frequency-Adaptive Pan-Sharpening with Mixture of Experts ↗Xuanhua He, Keyu Yan, Rui Li et al.37 citations
  28. Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models ↗Yuqi Zhu, Jia Li, Ge Li et al.37 citations
  29. Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning ↗Pin‐Yu Chen37 citations
  30. Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering ↗Jingyu Pu, Chenhang Cui, Xinyue Chen et al.36 citations
  31. Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning ↗Mengmeng Sheng, Zeren Sun, Zhenhuang Cai et al.36 citations
  32. Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model ↗Decheng Liu, Xijun Wang, Chunlei Peng et al.36 citations
  33. Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge ↗Xuan Shen, Peiyan Dong, Lei Lu et al.36 citations
  34. DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion ↗Ha-Yeong Choi, Sang-Hoon Lee, Seong–Whan Lee36 citations
  35. HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning ↗Xingtong Yu, Yuan Fang, Zemin Liu et al.36 citations
  36. Root Cause Analysis in Microservice Using Neural Granger Causal Discovery ↗Cheng‐Ming Lin, Ching Chang, Wei‐Yao Wang et al.36 citations
  37. SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research ↗Liangtai Sun, Han Yang, Zihan Zhao et al.36 citations
  38. Urban Region Embedding via Multi-View Contrastive Prediction ↗Zechen Li, Weiming Huang, Kai Zhao et al.36 citations
  39. V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models ↗Heng Wang, Jianbo Ma, Santiago Pascual et al.36 citations
  40. When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection ↗Dongmin Kim, Sunghyun Park, Jaegul Choo36 citations
  41. Federated Learning with Extremely Noisy Clients via Negative Distillation ↗Yang Lu, Lin Chen, Yonggang Zhang et al.35 citations
  42. Improving Audio-Visual Segmentation with Bidirectional Generation ↗Dawei Hao, Yuxin Mao, Bowen He et al.35 citations
  43. Multi-Label Supervised Contrastive Learning ↗Pingyue Zhang, Mengyue Wu35 citations
  44. Occluded Person Re-identification via Saliency-Guided Patch Transfer ↗Lei Tan, Jiaer Xia, Wenfeng Liu et al.35 citations
  45. Rethinking Reverse Distillation for Multi-Modal Anomaly Detection ↗Zhihao Gu, Jiangning Zhang, Liang Liu et al.35 citations
  46. SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge ↗Rishi Hazra, Pedro Zuidberg Dos Martires, Luc De Raedt35 citations
  47. Barely Supervised Learning for Graph-Based Fraud Detection ↗Hang Yu, Zhengyang Liu, Xiangfeng Luo34 citations
  48. DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization ↗Aritra Bhowmick, Mert Kosan, Zexi Huang et al.34 citations
  49. DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval ↗Xiangpeng Yang, Linchao Zhu, Xiaohan Wang et al.34 citations
  50. FedMut: Generalized Federated Learning via Stochastic Mutation ↗Ming Hu, Yue Cao, Anran Li et al.34 citations
  51. How Teachers Can Use Large Language Models and Bloom’s Taxonomy to Create Educational Quizzes ↗Sabina Elkins, Ekaterina Kochmar, Jackie Chi Kit Cheung et al.34 citations
  52. LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs ↗Yan Wang, Zhixuan Chu, Xin Ouyang et al.34 citations
  53. Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation ↗Weiming Liu, Chaochao Chen, Xinting Liao et al.34 citations
  54. Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models ↗Yubin Wang, Xinyang Jiang, De Cheng et al.34 citations
  55. Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation ↗Tianhao Huang, Xuan Pan, Xiangrui Cai et al.34 citations
  56. MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs ↗Ke Liang, Lingyuan Meng, Sihang Zhou et al.34 citations
  57. No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation ↗Nimesh Agrawal, Anuj Kumar Sirohi, Sandeep Kumar et al.34 citations
  58. QAGait: Revisit Gait Recognition from a Quality Perspective ↗Zengbin Wang, Saihui Hou, Man Zhang et al.34 citations
  59. STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation ↗Liangcai Su, Junwei Pan, Ximei Wang et al.34 citations
  60. StegaStyleGAN: Towards Generic and Practical Generative Image Steganography ↗Wenkang Su, Jiangqun Ni, Yiyan Sun34 citations
  61. Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders ↗Yaohua Zha, Huizhen Ji, Jinmin Li et al.34 citations
  62. DiffBEV: Conditional Diffusion Model for Bird’s Eye View Perception ↗Jiayu Zou, Kun Tian, Zheng Zhu et al.33 citations
  63. MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning ↗Ying Mo, Jian Yang, Jiahao Liu et al.33 citations
  64. Orthogonal Dictionary Guided Shape Completion Network for Point Cloud ↗Pingping Cai, Deja Scott, Xiaoguang Li et al.33 citations
  65. Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer ↗Yao‐Ting Wang, Weisong Liu, Guangyao Li et al.33 citations
  66. A Non-parametric Graph Clustering Framework for Multi-View Data ↗Shengju Yu, Siwei Wang, Zhibin Dong et al.32 citations
  67. Automatic Radiology Reports Generation via Memory Alignment Network ↗Hongyu Shen, Mingtao Pei, Juncai Liu et al.32 citations
  68. Decoupled Contrastive Learning for Long-Tailed Recognition ↗Shiyu Xuan, Shiliang Steven Zhang32 citations
  69. Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction ↗Yu Zang, Zhe Xue, Shilong Ou et al.32 citations
  70. EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer ↗Fei Wang, Dan Guo, Kun Li et al.32 citations
  71. FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning ↗Xinyuan Ji, Zhaowei Zhu, Xi Wei et al.32 citations
  72. Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation ↗Jing Liu, Lele Sun, Weizhi Nie et al.32 citations
  73. Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance ↗Qi Bi, Shaodi You, Theo Gevers32 citations
  74. Robust Node Classification on Graph Data with Graph and Label Noise ↗Yonghua Zhu, Lei Feng, Zhenyun Deng et al.32 citations
  75. VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook ↗Wenbin Zou, Hongxia Gao, Ye Tian et al.32 citations
  76. Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties ↗Taylor Sorensen, Liwei Jiang, Jena D. Hwang et al.32 citations
  77. DVANet: Disentangling View and Action Features for Multi-View Action Recognition ↗Nyle Siddiqui, Praveen Tirupattur, Mubarak A. Shah31 citations
  78. Diffusion Language-Shapelets for Semi-supervised Time-Series Classification ↗Zhen Liu, Wenbin Pei, Disen Lan et al.31 citations
  79. Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift ↗Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang et al.31 citations
  80. Learning Generalized Medical Image Segmentation from Decoupled Feature Queries ↗Qi Bi, Jingjun Yi, Hao Zheng et al.31 citations
  81. Less Is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation ↗Zhiyi Pan, Nan Zhang, Wei Gao et al.31 citations
  82. Multi-Domain Incremental Learning for Face Presentation Attack Detection ↗Keyao Wang, Guosheng Zhang, Haixiao Yue et al.31 citations
  83. SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction ↗Zelin Peng, Zhengqin Xu, Zhilin Zeng et al.31 citations
  84. Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations ↗Xuesong Nie, Yunfeng Yan, Siyuan Li et al.31 citations
  85. What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection ↗Xiaohui Zhang, Jiangyan Yi, Chenglong Wang et al.31 citations
  86. Adaptive Hardness Negative Sampling for Collaborative Filtering ↗Riwei Lai, Rui Chen, Qilong Han et al.30 citations
  87. Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval ↗Yu Liu, Guihe Qin, Haipeng Chen et al.30 citations
  88. DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing ↗Conglong Li, Zhewei Yao, Xiaoxia Wu et al.30 citations
  89. EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce ↗Yangning Li, Shirong Ma, Xiaobin Wang et al.30 citations
  90. End-to-End RGB-D Image Compression via Exploiting Channel-Modality Redundancy ↗Huiming Zheng, Wei Gao30 citations
  91. Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models ↗Mingzhao Yang, Shangchao Su, Bin Li et al.30 citations
  92. FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework ↗Dongyue Guo, Zheng Zhang, Zhen Yan et al.30 citations
  93. GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion ↗Le Cheng, Peican Zhu, Keke Tang et al.30 citations
  94. LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation ↗Bin Shang, Yinliang Zhao, Jun Liu et al.30 citations
  95. LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model ↗Linmei Hu, Hongyu He, Duokang Wang et al.30 citations
  96. Navigating Open Set Scenarios for Skeleton-Based Action Recognition ↗Kunyu Peng, Cheng Yin, Junwei Zheng et al.30 citations
  97. Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation ↗Xiaoyi Bao, Jie Qin, Siyang Sun et al.30 citations
  98. SwitchTab: Switched Autoencoders Are Effective Tabular Learners ↗Jing Wu, Suiyao Chen, Qi Zhao et al.30 citations
  99. Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning ↗Xinyi Wu, Wentao Ma, Dan Guo et al.30 citations
  100. Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding ↗Zhe Chen, Daniel Harabor, Jiaoyang Li et al.30 citations

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