Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers
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- Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis ↗James R. Kirk, Robert E. Wray, Peter Lindes et al.21 citations
- LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network ↗Yuchen Su, Zhineng Chen, Zhiwen Shao et al.21 citations
- Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation ↗Hyunjune Kim, Sang‐Yong Tom Lee, Simon S. Woo21 citations
- Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering ↗Zhangbin Li, Dan Guo, Jinxing Zhou et al.21 citations
- PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling ↗Ruizhe Zhong, Junjie Ye, Zhentao Tang et al.21 citations
- Recurrent Partial Kernel Network for Efficient Optical Flow Estimation ↗Henrique Morimitsu, Xiaobin Zhu, Xiangyang Ji et al.21 citations
- SPGroup3D: Superpoint Grouping Network for Indoor 3D Object Detection ↗Yun Zhu, Le Hui, Yaqi Shen et al.21 citations
- Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph ↗Yaolin Zheng, Hongbo Huang, Xiuying Wang et al.21 citations
- Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection ↗Xun Huang, Hai Yuan Wu, Xin Li et al.21 citations
- Temporally and Distributionally Robust Optimization for Cold-Start Recommendation ↗Xinyu Lin, Wenjie Wang, Jujia Zhao et al.21 citations
- Towards Fair Graph Federated Learning via Incentive Mechanisms ↗Chenglu Pan, Jiarong Xu, Yue Yu et al.21 citations
- Weakly Supervised Open-Vocabulary Object Detection ↗Jianghang Lin, Yunhang Shen, Bingquan Wang et al.21 citations
- Weakly-Supervised Mirror Detection via Scribble Annotations ↗Mingfeng Zha, Yunqiang Pei, Guoqing Wang et al.21 citations
- A Local-Ascending-Global Learning Strategy for Brain-Computer Interface ↗Dongrui Gao, Haokai Zhang, Pengrui Li et al.20 citations
- A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification ↗Xin Tan, Zhao Ce, Chengliang Liu et al.20 citations
- AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs ↗Shengrui Li, Xueting Han, Jing Bai20 citations
- Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement ↗Jing Wang, Jiangyun Li, Chen Chen et al.20 citations
- Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA ↗Wentao Mo, Yang Liu20 citations
- CLIM: Contrastive Language-Image Mosaic for Region Representation ↗Size Wu, Wenwei Zhang, Lumin Xu et al.20 citations
- CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning ↗Bingzhi Chen, Si-si FU, Yishu Liu et al.20 citations
- DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification ↗Xinyan Liang, Pinhan Fu, Qian Jian Guo et al.20 citations
- EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction ↗Longzhong Lin, Xuewu Lin, Tianwei Lin et al.20 citations
- Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network ↗Zhaoyang Wang, Dongyang Li, Mingyang Zhang et al.20 citations
- FD3D: Exploiting Foreground Depth Map for Feature-Supervised Monocular 3D Object Detection ↗Zizhang Wu, Yuanzhu Gan, Yunzhe Wu et al.20 citations
- Fairness-Aware Structured Pruning in Transformers ↗Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian et al.20 citations
- Federated Causality Learning with Explainable Adaptive Optimization ↗Dezhi Yang, Xintong He, Jun Wang et al.20 citations
- H2GFormer: Horizontal-to-Global Voxel Transformer for 3D Semantic Scene Completion ↗Yu Wang, Chao Tong20 citations
- HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces ↗Jiaxin Pan, Mojtaba Nayyeri, Yinan Li et al.20 citations
- Image Captioning with Multi-Context Synthetic Data ↗Feipeng Ma, Yizhou Zhou, Fengyun Rao et al.20 citations
- Knowledge-Aware Explainable Reciprocal Recommendation ↗Kai-Huang Lai, Zhe-Rui Yang, Pei-Yuan Lai et al.20 citations
- MGQFormer: Mask-Guided Query-Based Transformer for Image Manipulation Localization ↗Kunlun Zeng, Ri Cheng, Weimin Tan et al.20 citations
- MIND: Multi-Task Incremental Network Distillation ↗Jacopo Bonato, Francesco Pelosin, Luigi Sabetta et al.20 citations
- Merging AI Incidents Research with Political Misinformation Research: Introducing the Political Deepfakes Incidents Database ↗Christina Walker, Daniel S. Schiff, Kaylyn Jackson Schiff20 citations
- Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion ↗Bin Shang, Yinliang Zhao, Jun Liu et al.20 citations
- MuST: Robust Image Watermarking for Multi-Source Tracing ↗Guanjie Wang, Zehua Ma, Chang Liu et al.20 citations
- Multi-Class Support Vector Machine with Maximizing Minimum Margin ↗Feiping Nie, Zhezheng Hao, Rong Wang20 citations
- Non-exemplar Domain Incremental Object Detection via Learning Domain Bias ↗Xiang Rong Song, Yuhang He, Songlin Dong et al.20 citations
- ReGCL: Rethinking Message Passing in Graph Contrastive Learning ↗Cheng Ji, Zixuan Huang, Qingyun Sun et al.20 citations
- Recasting Regional Lighting for Shadow Removal ↗Yuhao Liu, Zhanghan Ke, Ke Xu et al.20 citations
- SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model ↗Shili Zhou, Ruian He, Weimin Tan et al.20 citations
- SCP: Spherical-Coordinate-Based Learned Point Cloud Compression ↗Ao Luo, Linxin Song, Keisuke Nonaka et al.20 citations
- Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection ↗Gwladys Kelodjou, Laurence Rozé, Véronique Masson et al.20 citations
- Structural Information Enhanced Graph Representation for Link Prediction ↗Lei Shi, Bin Hu, Zhao Deng et al.20 citations
- T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration ↗Chuxiong Sun, Zehua Zang, Jiabao Li et al.20 citations
- Tensorized Label Learning on Anchor Graph ↗Jing Li, Quanxue Gao, Qianqian Wang et al.20 citations
- Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education ↗Zijie Zeng, Lele Sha, Yuheng Li et al.20 citations
- Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning ↗Kaibin Tian, Yanhua Cheng, Yi Liu et al.20 citations
- Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization ↗Yongyi Su, Xun Xu, Kui Jia20 citations
- A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning ↗Yinmin Zhang, Jie Liu, Chuming Li et al.19 citations
- AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer ↗Joonwoo Kwon, Soo Young Kim, Yuewei Lin et al.19 citations
- CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition ↗Cheng Peng, Ke Chen, Lidan Shou et al.19 citations
- CoPL: Contextual Prompt Learning for Vision-Language Understanding ↗Koustava Goswami, Srikrishna Karanam, Prateksha Udhayanan et al.19 citations
- Critic-Guided Decision Transformer for Offline Reinforcement Learning ↗Yuanfu Wang, Chao Yang, Ying Wen et al.19 citations
- Deep Contrastive Graph Learning with Clustering-Oriented Guidance ↗Mulin Chen, Bo-Cheng Wang, Xuelong Li19 citations
- ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction ↗Mengpu Liu, Mengying Zhu, Xiuyuan Hugh Wang et al.19 citations
- EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration ↗Zicheng Cai, Lei Chen, Peng Liu et al.19 citations
- Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation ↗Rongyu Zhang, Yulin Luo, Jiaming Liu et al.19 citations
- Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context ↗Jiwoo Son, Minsu Kim, Sanghyeok Choi et al.19 citations
- GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval ↗Yuting Wang, Jinpeng Wang, Bin Chen et al.19 citations
- Graph Neural Networks with Soft Association between Topology and Attribute ↗Yachao Yang, Yanfeng Sun, Shaofan Wang et al.19 citations
- Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations ↗Ke Liang, Sihang Zhou, Meng Liu et al.19 citations
- How to Protect Copyright Data in Optimization of Large Language Models? ↗Timothy Chu, Zhao Song, Chiwun Yang19 citations
- Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion ↗Yuguang Yan, Yuanlin Chen, Shibo Wang et al.19 citations
- Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues ↗Xingxing Yang, Jie Chen, Zaifeng Yang19 citations
- InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions ↗Ryota Tanaka, Taichi Iki, Kyosuke Nishida et al.19 citations
- Large Language Models Are Neurosymbolic Reasoners ↗Meng Fang, S. Deng, Yudi Zhang et al.19 citations
- Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting ↗Yanhong Li, Jack Xu, David C. Anastasiu19 citations
- MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation ↗Yanzuo Lu, Meng Shen, Andy Jinhua Ma et al.19 citations
- Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization ↗Yikang Wei, Yahong Han19 citations
- Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning ↗Wenjun Miao, Guansong Pang, Xiao Ping Bai et al.19 citations
- PVALane: Prior-Guided 3D Lane Detection with View-Agnostic Feature Alignment ↗Zewen Zheng, Xuemin Zhang, Yongqiang Mou et al.19 citations
- RPSC: Robust Pseudo-Labeling for Semantic Clustering ↗Sihang Liu, Wenming Cao, Ruigang Fu et al.19 citations
- Relightable and Animatable Neural Avatars from Videos ↗Wenbin Lin, Chengwei Zheng, Jun‐Hai Yong et al.19 citations
- Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective ↗Zhen Qin, Feiyi Chen, Chen Zhi et al.19 citations
- Rethinking Graph Masked Autoencoders through Alignment and Uniformity ↗Liang Wang, Tao Xiang, Qiang Liu et al.19 citations
- Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation ↗Xiuding Cai, Yaoyao Zhu, Dong Miao et al.19 citations
- Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification ↗Bohan Li, Xiao Xu, Xinghao Wang et al.19 citations
- Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation ↗Wenhao Xu, Rongtao Xu, Changwei Wang et al.19 citations
- StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis ↗Yu Zhang, Rongjie Huang, Ruiqi Li et al.19 citations
- TexFit: Text-Driven Fashion Image Editing with Diffusion Models ↗Tongxin Wang, Mang Ye19 citations
- Toward More Generalized Malicious URL Detection Models ↗Yun-Da Tsai, Cayon Liow, Yin Sheng Siang et al.19 citations
- Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective ↗Bin‐Wu Wang, Pengkun Wang, Yudong Zhang et al.19 citations
- Unsupervised Action Segmentation via Fast Learning of Semantically Consistent Actoms ↗Xing Zheng, Weibing Zhao19 citations
- V2Meow: Meowing to the Visual Beat via Video-to-Music Generation ↗Kun Su, Judith Yue Li, Qingqing Huang et al.19 citations
- A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning ↗Dongxiao He, Jitao Zhao, Cuiying Huo et al.18 citations
- ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network ↗Ruyue Liu, Rong Yin, Yong Liu et al.18 citations
- Agile Multi-Source-Free Domain Adaptation ↗Xinyao Li, Jingjing Li, Fengling Li et al.18 citations
- Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images ↗Qingping Zheng, Yuanfan Guo, Jiankang Deng et al.18 citations
- Augmented Commonsense Knowledge for Remote Object Grounding ↗Bahram Mohammadi, Yicong Hong, Yuankai Qi et al.18 citations
- Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy ↗Xiao Yun, Chenglong Xu, Kévin Riou et al.18 citations
- Bi-ViT: Pushing the Limit of Vision Transformer Quantization ↗Yanjing Li, Sheng Yong Xu, Mingbao Lin et al.18 citations
- CDPNet: Cross-Modal Dual Phases Network for Point Cloud Completion ↗Zhenjiang Du, Jiale Dou, Zhitao Liu et al.18 citations
- Code-Style In-Context Learning for Knowledge-Based Question Answering ↗Zhijie Nie, Richong Zhang, Zhongyuan Wang et al.18 citations
- Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum ↗Shen Gao, Zhengliang Shi, Minghang Zhu et al.18 citations
- Controllable Mind Visual Diffusion Model ↗Bohan Zeng, Shanglin Li, Xuhui Liu et al.18 citations
- Cycle Self-Refinement for Multi-Source Domain Adaptation ↗Chaoyang Zhou, Zengmao Wang, Bo Du et al.18 citations
- Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts ↗Yang Yao, Xin Wang, Yijian Qin et al.18 citations
- Deep Homography Estimation for Visual Place Recognition ↗Feng Lu, Shuting Dong, Lijun Zhang et al.18 citations
- Dirichlet-Based Prediction Calibration for Learning with Noisy Labels ↗Chen-Chen Zong, Ye-Wen Wang, Ming-Kun Xie et al.18 citations
- Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution ↗Yutao Yuan, Chun Yuan18 citations
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