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

2,867 papers · page 5 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

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  1. Mono3DVG: 3D Visual Grounding in Monocular Images ↗Yang Zhan, Yuan Yuan, Zhitong Xiong25 citations
  2. Patch-Wise Graph Contrastive Learning for Image Translation ↗Chanyong Jung, Gihyun Kwon, Jong Chul Ye25 citations
  3. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models ↗Yihao Huang, Felix Juefei-Xu, Qing Guo et al.25 citations
  4. Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction ↗Daniel Bethell, Simos Gerasimou, Radu Călinescu25 citations
  5. TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions ↗Hui Lu, Albert Ali Salah, Ronald W. Poppe25 citations
  6. TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning ↗Siheng Xiong, Yuan Yang, Ali Payani et al.25 citations
  7. TransGOP: Transformer-Based Gaze Object Prediction ↗Binglu Wang, Chenxi Guo, Yang Jin et al.25 citations
  8. Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability ↗Kaixun Yang, Mladen Raković, Yuyang Li et al.25 citations
  9. VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding ↗Guibiao Liao, Jiankun Li, Xiaoqing Ye25 citations
  10. XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning ↗Pritam Sarkar, Ali Etemad25 citations
  11. A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis ↗Tianshuo Peng, Zuchao Li, Ping Wang et al.24 citations
  12. Aligning Geometric Spatial Layout in Cross-View Geo-Localization via Feature Recombination ↗Qingwang Zhang, Yingying Zhu24 citations
  13. Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations ↗Jihong Ouyang, Zhiyao Yang, Silong Liang et al.24 citations
  14. Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education ↗Zhonghao Shi, Amy O'Connell, Zongjian Li et al.24 citations
  15. DTL: Disentangled Transfer Learning for Visual Recognition ↗Minghao Fu, Ke Zhu, Jianxin Wu24 citations
  16. DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering ↗Shengju Yu, Siwei Wang, Pei Zhang et al.24 citations
  17. Disguise without Disruption: Utility-Preserving Face De-identification ↗Zikui Cai, Zhongpai Gao, Benjamin Planche et al.24 citations
  18. Frozen CLIP Transformer Is an Efficient Point Cloud Encoder ↗Xiaoshui Huang, Zhou Huang, Sheng Li et al.24 citations
  19. GOODAT: Towards Test-Time Graph Out-of-Distribution Detection ↗Luzhi Wang, Dongxiao He, He Zhang et al.24 citations
  20. Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection ↗Songmin Dai, Yifan Wu, Xiaoqiang Li et al.24 citations
  21. Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization ↗Tianrui Jia, Haoyang Li, Cheng Hong Yang et al.24 citations
  22. GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection ↗Haozhan Shen, Tiancheng Zhao, Mingwei Zhu et al.24 citations
  23. Improved Graph Contrastive Learning for Short Text Classification ↗Yonghao Liu, Lan Huang, Fausto Giunchiglia et al.24 citations
  24. Learning to Rank in Generative Retrieval ↗Yongqi Li, Nan Yang, Liang Wang et al.24 citations
  25. Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework ↗Weixi Weng, Chun Yuan24 citations
  26. ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting ↗Ke Sun, Peng Liu, Pengfei Li et al.24 citations
  27. SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation ↗Changsheng Lv, Mengshi Qi, Xia Li et al.24 citations
  28. SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection ↗Haimei Zhao, Qiming Zhang, Shanshan Zhao et al.24 citations
  29. Underwater Organism Color Fine-Tuning via Decomposition and Guidance ↗Xiaofeng Cong, Jie Gui, Junming Hou24 citations
  30. UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models ↗Xiaoxi Li, Yujia Zhou, Zhicheng Dou24 citations
  31. Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives ↗Weibo Gao, Qi Liu, Hao Wang et al.24 citations
  32. eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation ↗Libo Huang, Yan Zeng, Chuanguang Yang et al.24 citations
  33. 3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation ↗Changli Wu, Yiwei Ma, Qi Chen et al.23 citations
  34. Can Large Language Models Understand Real-World Complex Instructions? ↗Qianyu He, Jie Zeng, Wenhao Huang et al.23 citations
  35. Catalyst for Clustering-Based Unsupervised Object Re-identification: Feature Calibration ↗Huafeng Li, Qingsong Hu, Zhanxuan Hu23 citations
  36. Chinese Spelling Correction as Rephrasing Language Model ↗Linfeng Liu, Hongqiu Wu, Hai Zhao23 citations
  37. Decomposing Semantic Shifts for Composed Image Retrieval ↗Yang Xing-yu, Daqing Liu, Heng Zhang et al.23 citations
  38. Deep Active Learning with Noise Stability ↗Xingjian Li, Pengkun Yang, Yangcheng Gu et al.23 citations
  39. DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space ↗Jun Liu, Jiantao Zhou, Jiandian Zeng et al.23 citations
  40. FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise ↗Nannan Wu, Zhaobin Sun, Zengqiang Yan et al.23 citations
  41. GSENet:Global Semantic Enhancement Network for Lane Detection ↗Junhao Su, Zhenghan Chen, Chenghao He et al.23 citations
  42. G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection ↗Yiwei Wei, Shaozu Yuan, Hengyang Zhou et al.23 citations
  43. Gradient-Guided Modality Decoupling for Missing-Modality Robustness ↗Hao Wang, Shengda Luo, Guosheng Hu et al.23 citations
  44. Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes ↗Yiming Huang, Yujie Zeng, Qiang Wu et al.23 citations
  45. Influential Exemplar Replay for Incremental Learning in Recommender Systems ↗Xinni Zhang, Yankai Chen, Chenhao Ma et al.23 citations
  46. MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA ↗Lang Yu, Qin Chen, Jie Zhou et al.23 citations
  47. Multi-Domain Multi-Scale Diffusion Model for Low-Light Image Enhancement ↗Kai Shang, Mingwen Shao, Chao Wang et al.23 citations
  48. PNeRFLoc: Visual Localization with Point-Based Neural Radiance Fields ↗Boming Zhao, Luwei Yang, Mao Mao et al.23 citations
  49. PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping ↗Nai-Chieh Huang, Ping-Chun Hsieh, Kuo-Hao Ho et al.23 citations
  50. PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine ↗Chenrui Zhang, Lin Liu, Chuyuan Wang et al.23 citations
  51. Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment ↗Luyao Wang, Pengnian Qi, Xigang Bao et al.23 citations
  52. SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression ↗Qingwen Bu, Sungrae Park, Minsoo Khang et al.23 citations
  53. SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training ↗Chendi Zhu, Lujun Li, Yuli Wu et al.23 citations
  54. Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search ↗Meiyu Liang, Junping Du, Zhengyang Liang et al.23 citations
  55. SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples ↗Chen Ma, Ningfei Wang, Qi Alfred Chen et al.23 citations
  56. Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views ↗Zi–Xin Zou, Weihao Cheng, Yan‐Pei Cao et al.23 citations
  57. Structural Entropy Based Graph Structure Learning for Node Classification ↗Liang Duan, Xiang Chen, Wenjie Liu et al.23 citations
  58. TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation ↗Zhuang Zhuang, Tianxin Wei, Lingbo Liu et al.23 citations
  59. Towards the Robustness of Differentially Private Federated Learning ↗Tao Qi, Huili Wang, Yongfeng Huang23 citations
  60. Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning ↗Yiqi Dong, Dongxiao He, Xiaobao Wang et al.23 citations
  61. VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation ↗Taeri Kim, Jiho Heo, Hongil Kim et al.23 citations
  62. Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy ↗Yu Fu, Deyi Xiong, Yue Dong23 citations
  63. Zero-Shot Aerial Object Detection with Visual Description Regularization ↗Zhengqing Zang, Chen‐Yu Lin, Chenwei Tang et al.23 citations
  64. A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators ↗Safinah Ali, Prerna Ravi, Katherine S. Moore et al.22 citations
  65. A Simple and Yet Fairly Effective Defense for Graph Neural Networks ↗Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer et al.22 citations
  66. Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification ↗A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi et al.22 citations
  67. BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning ↗Xiangyang Miao, Guobao Xiao, Shiping Wang et al.22 citations
  68. BEV-MAE: Bird’s Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios ↗Zhiwei Lin, Yongtao Wang, Shengxiang Qi et al.22 citations
  69. COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks ↗Tran Huynh, Dang Nguyen, Tung Pham et al.22 citations
  70. CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification ↗Kaitao Chen, Shiliang Sun, Jing Zhao22 citations
  71. Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment ↗Rui Zhao, Liang Zhang, Biao Fu et al.22 citations
  72. Conformal Prediction Regions for Time Series Using Linear Complementarity Programming ↗Matthew Cleaveland, Insup Lee, George J. Pappas et al.22 citations
  73. Deep Incomplete Multi-View Learning Network with Insufficient Label Information ↗Zhangqi Jiang, Tingjin Luo, Xinyan Liang22 citations
  74. Domain-Controlled Prompt Learning ↗Qinglong Cao, Zhengqin Xu, Yuntian Chen et al.22 citations
  75. Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models ↗Jiang Zhang, Qiong Wu, Yiming Xu et al.22 citations
  76. Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation ↗Zhewei Yao, Xiaoxia Wu, Cheng Li et al.22 citations
  77. Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion ↗Guanyao Wu, Hongming Fu, Jinyuan Liu et al.22 citations
  78. HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations ↗Yilan Dong, Chunlin Yu, Ruiyang Ha et al.22 citations
  79. Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds ↗Tuo Feng, Ruijie Quan, Xiaohan Wang et al.22 citations
  80. Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning ↗Li Yan Sun, Zhenhao Huang, Zixi Wang et al.22 citations
  81. NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement ↗Marcos V. Conde, Javier Vázquez-Corral, Michael S. Brown et al.22 citations
  82. Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models ↗Yiwen Tang, Ray Zhang, Zoey Guo et al.22 citations
  83. Pre-trained Online Contrastive Learning for Insurance Fraud Detection ↗Rui Zhang, Dawei Cheng, Jie Yang et al.22 citations
  84. S2CycleDiff: Spatial-Spectral-Bilateral Cycle-Diffusion Framework for Hyperspectral Image Super-resolution ↗Jiahui Qu, Jie Ying He, Wenqian Dong et al.22 citations
  85. SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration ↗Kezheng Xiong, Maoji Zheng, Qingshan Xu et al.22 citations
  86. Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention ↗Zhen Tan, Tianlong Chen, Zhenyu Zhang et al.22 citations
  87. Towards Squeezing-Averse Virtual Try-On via Sequential Deformation ↗Sang-Heon Shim, Jiwoo Chung, Jae‐Pil Heo22 citations
  88. When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming ↗Hussein Mozannar, Gagan Bansal, Adam Fourney et al.22 citations
  89. Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video ↗Zhaobo Qi, Yibo Yuan, Xiaowen Ruan et al.21 citations
  90. Concept-Guided Prompt Learning for Generalization in Vision-Language Models ↗Yi Hui Zhang, Ce Zhang, Ke Yu et al.21 citations
  91. Dynamic Weighted Combiner for Mixed-Modal Image Retrieval ↗Fuxiang Huang, Lei Zhang, Xiaowei Fu et al.21 citations
  92. FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning ↗Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl et al.21 citations
  93. From Statistical Relational to Neuro-Symbolic Artificial Intelligence ↗Giuseppe Marra21 citations
  94. FusionFormer: A Concise Unified Feature Fusion Transformer for 3D Pose Estimation ↗Yanlu Cai, Weizhong Zhang, Yuan Wu et al.21 citations
  95. Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks ↗Zhenzhong Wang, Qingyuan Zeng, Wanyu Lin et al.21 citations
  96. Graph Contrastive Invariant Learning from the Causal Perspective ↗Yanhu Mo, Xiao Wang, Shaohua Fan et al.21 citations
  97. GridFormer: Point-Grid Transformer for Surface Reconstruction ↗Shengtao Li, Ge Gao, Yudong Liu et al.21 citations
  98. Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering ↗Zichen Wen, Yawen Ling, Yazhou Ren et al.21 citations
  99. IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance ↗Hongyi He, Longjun Liu, Haonan Zhang et al.21 citations
  100. Improving Cross-Modal Alignment with Synthetic Pairs for Text-Only Image Captioning ↗Zhiyue Liu, Jinyuan Liu, Fanrong Ma21 citations

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