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

2,867 papers · page 14 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

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  1. Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features ↗Neha Kalibhat, Kanika Narang, Hamed Firooz et al.8 citations
  2. Meta-Reinforcement Learning via Exploratory Task Clustering ↗Zhendong Chu, Renqin Cai, Hongning Wang8 citations
  3. MindMap: Constructing Evidence Chains for Multi-Step Reasoning in Large Language Models ↗Y. Wu, Xu Han, Wei Song et al.8 citations
  4. Multi-Modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation ↗Xiawei Li, Qingyuan Xu, Jing Zhang et al.8 citations
  5. Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting ↗Qi Zhang, Yunfei Gong, Daijie Chen et al.8 citations
  6. MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion ↗Shulei Ji, Xinyu Yang8 citations
  7. Neural Gaussian Similarity Modeling for Differential Graph Structure Learning ↗Xiaolong Fan, Maoguo Gong, Yue Wu et al.8 citations
  8. Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints ↗Shufan Wang, Guojun Xiong, Jian Li8 citations
  9. PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance ↗Taicai Chen, Yue Duan, Li Dong et al.8 citations
  10. PMAC: Personalized Multi-Agent Communication ↗Xiangrui Meng, Ying Cong Ryan Shea Tan8 citations
  11. PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation ↗Yue-Jiang Dong, Yuan-Chen Guo, Ying-Tian Liu et al.8 citations
  12. Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off ↗Yu-An Liu, Ruqing Zhang, Mingkun Zhang et al.8 citations
  13. PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations ↗Rui She, Sijie Wang, Qiyu Kang et al.8 citations
  14. Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring ↗Peng Tang, Zhiqiang Xu, Chunlai Zhou et al.8 citations
  15. Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion ↗Cunhang Fan, Yujie Chen, Jun Xue et al.8 citations
  16. REGLO: Provable Neural Network Repair for Global Robustness Properties ↗Feisi Fu, Zhilu Wang, Weichao Zhou et al.8 citations
  17. Repeated Fair Allocation of Indivisible Items ↗Ayumi Igarashi, Martin Lackner, Oliviero Nardi et al.8 citations
  18. Rethinking Causal Relationships Learning in Graph Neural Networks ↗Hang Gao, Chengyu Yao, Jiangmeng Li et al.8 citations
  19. RoPDA: Robust Prompt-Based Data Augmentation for Low-Resource Named Entity Recognition ↗Sihan Song, Furao Shen, Jian Ying Zhao8 citations
  20. Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations ↗Benjamin Doerr, Aymen Echarghaoui, Mohammed Jamal et al.8 citations
  21. S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment ↗Sheng Zhang, Muzammal Naseer, Guangyi Chen et al.8 citations
  22. SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly ↗Liuwan Zhu, Rui Ning, Li Jiang et al.8 citations
  23. SEIT: Structural Enhancement for Unsupervised Image Translation in Frequency Domain ↗Zhifeng Zhu, Yaochen Li, Yifan Li et al.8 citations
  24. SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER ↗Hang Zheng, Qingsong Li, Shen Chen et al.8 citations
  25. SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models ↗Manish Nagireddy, Lamogha Chiazor, Moninder Singh et al.8 citations
  26. Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs ↗Dongjin Lee, Juho Lee, Kijung Shin8 citations
  27. Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception ↗Xiao Wang, Wentao Wu, Chenglong Li et al.8 citations
  28. SuperJunction: Learning-Based Junction Detection for Retinal Image Registration ↗Yu Wang, Xiaoye Wang, Zaiwang Gu et al.8 citations
  29. TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification ↗Rui Fang Song, Fausto Giunchiglia, Yingji Li et al.8 citations
  30. TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples ↗Seffi Cohen, Ofir Arbili, Yisroel Mirsky et al.8 citations
  31. Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation ↗Yuyan Chen, Yichen Yuan, Panjun Liu et al.8 citations
  32. Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction ↗Zhixuan Chu, Mengxuan Hu, Qing Cui et al.8 citations
  33. Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch Guidance ↗Zexin Hu, Kun Hu, Clinton Mo et al.8 citations
  34. Towards Understanding Future: Consistency Guided Probabilistic Modeling for Action Anticipation ↗Zhao Xie, Yadong Shi, Kewei Wu et al.8 citations
  35. Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series ↗Kun Ning Zhu, Chunhui Zhao8 citations
  36. TriSampler: A Better Negative Sampling Principle for Dense Retrieval ↗Yang Zhen, Zhou Shao, Yuxiao Dong et al.8 citations
  37. United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit ↗Uri Stern, Daniel Shwartz, Daphna Weinshall8 citations
  38. Unsupervised Extractive Summarization with Learnable Length Control Strategies ↗Renlong Jie, Xiaojun Meng, Xin Jiang et al.8 citations
  39. VIXEN: Visual Text Comparison Network for Image Difference Captioning ↗Alexander Black, Jing Shi, Yifei Fan et al.8 citations
  40. Video-Context Aligned Transformer for Video Question Answering ↗Linlin Zong, Jiahui Wan, Xianchao Zhang et al.8 citations
  41. WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets ↗Zhirui Yang, Yulan Hu, Sheng Ouyang et al.8 citations
  42. WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection ↗Jun Wei, S. Kevin Zhou, Shuguang Robert Cui et al.8 citations
  43. When Do Program-of-Thought Works for Reasoning? ↗Zhen Bi, Ningyu Zhang, Yinuo Jiang et al.8 citations
  44. You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification ↗Yongqiang Zheng, Xia Li8 citations
  45. ZOOM: Learning Video Mirror Detection with Extremely-Weak Supervision ↗Ke Xu, Tsun Wai Siu, Rynson W. H. Lau8 citations
  46. A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems ↗Qingsong Wang, Zehui Liu, Chunfeng Cui et al.7 citations
  47. A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning ↗Xiaoming Hu, Zilei Wang7 citations
  48. A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility ↗E Chen, Yang Cao, Yifei Ge7 citations
  49. A Model for Estimating the Economic Costs of Computer Vision Systems That Use Deep Learning ↗Neil Thompson, Martin Fleming, Benny J. Tang et al.7 citations
  50. A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation ↗Haofeng Yuan, Lichang Fang, Shiji Song7 citations
  51. A Unified Knowledge Transfer Network for Generalized Category Discovery ↗Wenkai Shi, Wenbin An, Feng Tian et al.7 citations
  52. ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation ↗Yuewen Sun, Erli Wang, Biwei Huang et al.7 citations
  53. AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing ↗Zhiyuan Ma, Guoli Jia, Bowen Zhou7 citations
  54. Adapted Weighted Aggregation in Federated Learning ↗Yitong Tang7 citations
  55. Almost Envy-Free Allocations of Indivisible Goods or Chores with Entitlements ↗Max Springer, MohammadTaghi Hajiaghayi, Hadi Yami7 citations
  56. An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment ↗Zhixue Fang, Xinrong Guo, Jingyin Lin et al.7 citations
  57. CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization ↗Yuang Cai, Yuyu Yuan7 citations
  58. CTO-SLAM: Contour Tracking for Object-Level Robust 4D SLAM ↗Xiaohan Li, Dong Liu, Jun Wu7 citations
  59. Causal Representation Learning via Counterfactual Intervention ↗Xiutian Li, Siqi Sun, Rui Feng7 citations
  60. Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning ↗Dashan Gao, Sheng Wan, Lixin Fan et al.7 citations
  61. ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models ↗Maitreya Patel, Tejas Gokhale, Chitta R. Baral et al.7 citations
  62. ConditionVideo: Training-Free Condition-Guided Video Generation ↗Bo Peng, Xinyuan Chen, Yaohui Wang et al.7 citations
  63. Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments ↗Churan Zhi, Junbao Zhuo, Shuhui Wang7 citations
  64. Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer ↗Cheng Tan, Zhangyang Gao, Lirong Wu et al.7 citations
  65. Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering ↗Jing Zhang, Xiaoqiang Liu, Mingzhe Chen et al.7 citations
  66. Curved Representation Space of Vision Transformers ↗Juyeop Kim, Junha Park, Songkuk Kim et al.7 citations
  67. DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos ↗Chunjie Luo, Fei Luo, Yusen Wang et al.7 citations
  68. DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting ↗Yun Zhong, Yiannis Demiris7 citations
  69. Debiased Novel Category Discovering and Localization ↗Juexiao Feng, Yuhong Yang, Yanchun Xie et al.7 citations
  70. Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera ↗Chengxu Liu, Xuan Wang, Yuanting Fan et al.7 citations
  71. Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees ↗Weijia Zhang, Chun Kai Ling, Xuanhui Zhang7 citations
  72. Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network ↗Zida Chen, Ziran Zhang, Haoying Li et al.7 citations
  73. DeepPointMap: Advancing LiDAR SLAM with Unified Neural Descriptors ↗Xiaze Zhang, Ziheng Ding, Jing Qi et al.7 citations
  74. Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning ↗Chengzhengxu Li, Xiaoming Liu, Yichen Wang et al.7 citations
  75. DiffRAW: Leveraging Diffusion Model to Generate DSLR-Comparable Perceptual Quality sRGB from Smartphone RAW Images ↗Mingxin Yi, Kai Zhang, Peng Liu et al.7 citations
  76. Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning ↗Gaurab Pokharel, Sanmay Das, Patrick J. Fowler7 citations
  77. Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression ↗Xuanlong Yu, Gianni Franchi, Jindong Gu et al.7 citations
  78. Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation ↗Xinshu Li, Lina Yao7 citations
  79. Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration ↗Xiaofeng Yang, Fayao Liu, Yi Xu et al.7 citations
  80. Does Any AI-Based Activity Contribute to Develop AI Conception? A Case Study with Italian Fifth and Sixth Grade Classes ↗Matteo Baldoni, Cristina Baroglio A, Monica Bucciarelli et al.7 citations
  81. Dynamic Budget Throttling in Repeated Second-Price Auctions ↗Zhaohua Chen, Chang Wang, Qian Wang et al.7 citations
  82. E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning ↗Wangkun Xu, Jianhong Wang, Fei Teng7 citations
  83. EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks ↗Jiafeng Li, Zelin Li, Ying Wen7 citations
  84. Electron Microscopy Images as Set of Fragments for Mitochondrial Segmentation ↗Naisong Luo, Rui Sun, Yuwen Pan et al.7 citations
  85. Enhancing Evolving Domain Generalization through Dynamic Latent Representations ↗Binghui Xie, Yongqiang Chen, Jiaqi Wang et al.7 citations
  86. Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data ↗Jinwei Zeng, Yu Liu, Jingtao Ding et al.7 citations
  87. Exploring Channel-Aware Typical Features for Out-of-Distribution Detection ↗Rundong He, Yue Feng Yuan, Zhongyi Han et al.7 citations
  88. Expressive Forecasting of 3D Whole-Body Human Motions ↗Pengxiang Ding, Qiongjie Cui, Haofan Wang et al.7 citations
  89. Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes ↗Ruihao Gong, Yang Yong, Zining Wang et al.7 citations
  90. FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging ↗Dalong Chen, Jianjia Zhang, Wei‐Shi Zheng et al.7 citations
  91. FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting ↗Shu‐Ling Cheng, Chin-Yuan Yeh, Ting‐An Chen et al.7 citations
  92. Foundations of Autonomous Vehicles: A Curriculum Model for Developing Competencies in Artificial Intelligence and the Internet of Things for Grades 7–10 ↗Elham Khorasani Buxton, Elahe Javadi, Matthew Hagaman7 citations
  93. Frequency Shuffling and Enhancement for Open Set Recognition ↗Lijun Liu, Rui Wang, Yuan Wang et al.7 citations
  94. From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery ↗Yuhan Chen, Nuwa Xi, Yanrui Du et al.7 citations
  95. Geometry-Guided Domain Generalization for Monocular 3D Object Detection ↗Fan Yang, Hui Chen, Yuwei He et al.7 citations
  96. HOP to the Next Tasks and Domains for Continual Learning in NLP ↗Umberto Michieli, Mete Özay7 citations
  97. Harnessing Edge Information for Improved Robustness in Vision Transformers ↗Yanxi Li, Chengbin Du, Chang Xu7 citations
  98. HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation ↗Hao Sun, Xiaoli Tang, Chengyi Yang et al.7 citations
  99. IPRemover: A Generative Model Inversion Attack against Deep Neural Network Fingerprinting and Watermarking ↗Wei Zong, Yang-Wai Chow, Willy Susilo et al.7 citations
  100. Image Content Generation with Causal Reasoning ↗Xiaochuan Li, Baoyu Fan, Runze Zhang et al.7 citations

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