Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers
- Spatial Transform Decoupling for Oriented Object Detection ↗Hongtian Yu, Yunjie Tian, Qixiang Ye et al.61 citations
- TF-CLIP: Learning Text-Free CLIP for Video-Based Person Re-identification ↗Chenyang Yu, Xuehu Liu, Yingquan Wang et al.61 citations
- Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum ↗Fan Xu, Nan Wang, Hao Wu et al.60 citations
- SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation ↗Youhong Wang, Yunji Liang, Hao Xu et al.59 citations
- Attribute-Missing Graph Clustering Network ↗Wenxuan Tu, Renxiang Guan, Sihang Zhou et al.58 citations
- GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking ↗Shu Yin, Peican Zhu, Lianwei Wu et al.58 citations
- Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement ↗Dehuan Zhang, Jingchun Zhou, Chunle Guo et al.58 citations
- Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption ↗Ziteng Cui, Lin Gu, Xiao Na Sun et al.57 citations
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency ↗Wenfang Yao, Jing Qin, William K. Cheung et al.57 citations
- OSFFNet: Omni-Stage Feature Fusion Network for Lightweight Image Super-Resolution ↗Yang Wang, Tao Zhang57 citations
- Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection ↗Litian Zhang, Xiaoming Zhang, Ziyi Zhou et al.57 citations
- S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention ↗Chiyu Zhang, Xiaogang Xu, Lei Wang et al.57 citations
- UV-SAM: Adapting Segment Anything Model for Urban Village Identification ↗Xin Zhang, Yu Liu, Yuming Lin et al.57 citations
- Automatic Short Answer Grading for Finnish with ChatGPT ↗Li‐Hsin Chang, Filip Ginter56 citations
- Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects ↗Jian Jun Hu, Jiayi Lin, Shaogang Gong et al.56 citations
- Unifying Visual and Vision-Language Tracking via Contrastive Learning ↗Yinchao Ma, Yuyang Tang, Wenfei Yang et al.56 citations
- WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting ↗Zhiliang Wu, Changchang Sun, Hanyu Xuan et al.56 citations
- Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval ↗Yuanmin Tang, Jing Yu, Keke Gai et al.55 citations
- Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification ↗Zhen-Xiang Ma, Zhen-Duo Chen, Lijun Zhao et al.55 citations
- DocFormerv2: Local Features for Document Understanding ↗Srikar Appalaraju, Peng Tang, Qi Dong et al.55 citations
- HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors ↗Xiao Wang, Zongzhen Wu, Bo Jiang et al.55 citations
- Learning Content-Enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation ↗Qi Bi, Shaodi You, Theo Gevers55 citations
- MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction ↗Hao Qian, Hongting Zhou, Qian Zhao et al.54 citations
- A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students’ Formative Assessment Responses in Science ↗Clayton Cohn, Nicole M. Hutchins, Tuan Anh Le et al.53 citations
- ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection ↗Junwei He, Qianqian Xu, Yangbangyan Jiang et al.53 citations
- Feature Fusion from Head to Tail for Long-Tailed Visual Recognition ↗Mengke Li, Zhikai Hu, Yang Lu et al.53 citations
- EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering ↗Junjue Wang, Zhuo Zheng, Zihang Chen et al.52 citations
- IT3D: Improved Text-to-3D Generation with Explicit View Synthesis ↗Yiwen Chen, Chi Zhang, Xiaofeng Yang et al.52 citations
- NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields ↗Junge Zhang, Feihu Zhang, Shaochen Kuang et al.52 citations
- SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation ↗Xinqiao Zhao, Feilong Tang, Xiaoyang Wang et al.52 citations
- Students’ Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming ↗Zhengdong Zhang, Zihan Dong, Yang Meng Lin Shi et al.52 citations
- Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval ↗Shenshen Li, Chen He, Xing Xu et al.51 citations
- CoVR: Learning Composed Video Retrieval from Web Video Captions ↗Lucas Ventura, Antoine Yang, Cordelia Schmid et al.51 citations
- DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection ↗Mingjiang Duan, Tongya Zheng, Yang Gao et al.51 citations
- DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection ↗Xiang Li, Junbo Yin, Wei Li et al.51 citations
- Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer ↗Xiaorui Su, Pengwei Hu, Zhu‐Hong You et al.51 citations
- TOP-ReID: Multi-Spectral Object Re-identification with Token Permutation ↗Yuhao Wang, Xuehu Liu, Pingping Zhang et al.51 citations
- TextGT: A Double-View Graph Transformer on Text for Aspect-Based Sentiment Analysis ↗Shuo Yin, Guoqiang Zhong51 citations
- Adaptive Graph Learning for Multimodal Conversational Emotion Detection ↗Geng Tu, Tian Xie, Bin Liang et al.50 citations
- Make RepVGG Greater Again: A Quantization-Aware Approach ↗Xiangxiang Chu, Liang Li, Bo Zhang50 citations
- StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting ↗Jinyong Fan, Yanyan Shen50 citations
- SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth Map Super-resolution ↗Zhengxue Wang, Zhiqiang Yan, Jian Jun Yang49 citations
- Object-Aware Domain Generalization for Object Detection ↗Wooju Lee, Dasol Hong, Hyungtae Lim et al.48 citations
- SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency ↗Cong Wang, Jinshan Pan, Wanyu Lin et al.48 citations
- Detecting AI-Generated Code Assignments Using Perplexity of Large Language Models ↗Zhenyu Xu, Victor S. Sheng47 citations
- Directed Diffusion: Direct Control of Object Placement through Attention Guidance ↗Wan-Duo Kurt Ma, Avisek Lahiri, Jonathan Lewis et al.47 citations
- Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model ↗Hao Wu, Yuxuan Liang, Wei Hao Xiong et al.47 citations
- Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector ↗An Lao, Qi Zhang, Chongyang Shi et al.47 citations
- Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales ↗Taeyoon Kwon, Kai Tzu-iunn Ong, Dong-Jin Kang et al.47 citations
- PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering ↗Bingheng Li, Erlin Pan, Zhao Kang47 citations
- Rethinking Multi-Scale Representations in Deep Deraining Transformer ↗Hongming Chen, Xiang Chen, Jiyang Lu et al.47 citations
- SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation ↗Malyaban Bal, Abhronil Sengupta47 citations
- Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning ↗Jinsong Shi, Pan Gao, Jie Qin47 citations
- Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning ↗Zhenfang Chen, Qinhong Zhou, Yikang Shen et al.47 citations
- AvatarVerse: High-Quality & Stable 3D Avatar Creation from Text and Pose ↗Huichao Zhang, Bowen Chen, Hao Yang et al.46 citations
- Federated Graph Learning under Domain Shift with Generalizable Prototypes ↗Guancheng Wan, Wenke Huang, Mang Ye46 citations
- Fluctuation-Based Adaptive Structured Pruning for Large Language Models ↗Yongqi An, Zhao Xu, Changyuan Yu et al.46 citations
- Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks ↗Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou et al.46 citations
- Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning ↗Longchao Da, Minquan Gao, Hao Mei et al.46 citations
- Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval ↗Hailang Huang, Zhijie Nie, Ziqiao Wang et al.45 citations
- Gramformer: Learning Crowd Counting via Graph-Modulated Transformer ↗Hui Lin, Zhiheng Ma, Xiaopeng Hong et al.45 citations
- Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection ↗Yuwei Cao, Hao Ming Peng, Zhengtao Yu et al.45 citations
- Latent Diffusion Transformer for Probabilistic Time Series Forecasting ↗Shibo Feng, Chunyan Miao, Zhong Zhang et al.45 citations
- Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering ↗Suyuan Liu, Junpu Zhang, Yi Wen et al.45 citations
- SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger ↗Yuting Gao, Jinfeng Liu, Zihan Xu et al.45 citations
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks ↗Yufei Guo, Yuanpei Chen, Xiaode Liu et al.45 citations
- Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval ↗Zhihang Liu, Jun Li, Hongtao Xie et al.45 citations
- A Framework for Approaching AI Education in Educator Preparation Programs ↗Nancye Blair Black, Stacy George, Amy Eguchi et al.44 citations
- Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion ↗Shenghong Luo, Xuhang Chen, Wei‐Wen Chen et al.44 citations
- OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples ↗Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki44 citations
- PMET: Precise Model Editing in a Transformer ↗Xiaopeng Li, Shasha Li, Shezheng Song et al.44 citations
- Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection ↗Chaoqun Cui, Caiyan Jia44 citations
- An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction ↗Urchade Zaratiana, Nadi Tomeh, Pierre Holat et al.43 citations
- DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction ↗Yiming Wang, Bin Zhang, Yujiao Tang43 citations
- KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning ↗Debjyoti Mondal, Suraj Modi, Subhadarshi Panda et al.43 citations
- Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers ↗Sungmin Cha, Sungjun Cho, Dasol Hwang et al.43 citations
- Multi-Prompts Learning with Cross-Modal Alignment for Attribute-Based Person Re-identification ↗Yajing Zhai, Zeng YaWen, Zhiyong Huang et al.43 citations
- Task Contamination: Language Models May Not Be Few-Shot Anymore ↗Changmao Li, Jeffrey Flanigan43 citations
- VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting ↗Seunggu Kang, WonJun Moon, Euiyeon Kim et al.43 citations
- CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series ↗Yuxiao Cheng, Lianglong Li, Tingxiong Xiao et al.42 citations
- DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning ↗Huiping Zhuang, Run He, Kai Tong et al.42 citations
- MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction ↗Di Wu, Wu Sun, Yi He et al.42 citations
- Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation ↗Shilin Yan, Renrui Zhang, Ziyu Guo et al.42 citations
- Towards Continual Knowledge Graph Embedding via Incremental Distillation ↗Jiajun Liu, Wenjun Ke, Peng Wang et al.42 citations
- Understanding the Role of the Projector in Knowledge Distillation ↗Roy Miles, Krystian Mikolajczyk42 citations
- Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning ↗Tao Liu, Yuhang Zhang, Feng Zhu et al.41 citations
- CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph ↗Hongjie Xia, Huijie Ao, Long Li et al.41 citations
- FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels ↗Jichang Li, Guanbin Li, Hui Cheng et al.41 citations
- Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection ↗Soopil Kim, Sion An, Philip Chikontwe et al.41 citations
- MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models ↗Yan Cai, Linlin Wang, Ye Wang et al.41 citations
- Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers ↗Hadi Abdine, Michail Chatzianastasis, Costas Bouyioukos et al.41 citations
- SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation ↗Xiaoqi An, Lin Zhao, Chen Gong et al.41 citations
- Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt ↗Jiaqi Liu, Kai Wu, Qiang Nie et al.41 citations
- ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization ↗Hao Wang, Fang Liu, Licheng Jiao et al.41 citations
- A Multimodal, Multi-Task Adapting Framework for Video Action Recognition ↗Mengmeng Wang, Jiazheng Xing, Boyuan Jiang et al.40 citations
- CLIP-Guided Federated Learning on Heterogeneity and Long-Tailed Data ↗Jiangming Shi, Shanshan Zheng, Xiangbo Yin et al.40 citations
- CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs ↗Garima Agrawal, Kuntal Kumar Pal, Yuli Deng et al.40 citations
- GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery ↗Yansheng Li, Bo Dang, Wanchun Li et al.40 citations
- Improving Automatic VQA Evaluation Using Large Language Models ↗Oscar Mañas, Benno Krojer, Aishwarya Agrawal40 citations
- Polyper: Boundary Sensitive Polyp Segmentation ↗Hao Shao, Yang Zhang, Qibin Hou40 citations
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