Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers
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- Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection ↗Yucheng Han, Na Zhao, Weiling Chen et al.11 citations
- EAT: Towards Long-Tailed Out-of-Distribution Detection ↗Tong Wei, Bo-Lin Wang, Min-Ling Zhang11 citations
- Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery ↗Pengwei Yan, Kaisong Song, Zhuoren Jiang et al.11 citations
- Enhancing Ensemble Clustering with Adaptive High-Order Topological Weights ↗Jiaxuan Xu, Taiyong Li, Lei Duan11 citations
- Enhancing Training of Spiking Neural Network with Stochastic Latency ↗Srinivas Anumasa, Bhaskar Mukhoty, Velibor Bojković et al.11 citations
- Feature Unlearning for Pre-trained GANs and VAEs ↗Saemi Moon, Seunghyuk Cho, Dongwoo Kim11 citations
- FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants ↗Shanli Tan, Hao Cheng, Xiaohu Wu et al.11 citations
- FedLF: Layer-Wise Fair Federated Learning ↗Zibin Pan, Chi Li, Fangchen Yu et al.11 citations
- Federated Partial Label Learning with Local-Adaptive Augmentation and Regularization ↗Yan Yan, Yuhong Guo11 citations
- Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing ↗Lyudong Jin, Ming Tang, Meng Zhang et al.11 citations
- Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation ↗Xiang Gao, Zhengbo Xu, Junhan Zhao et al.11 citations
- Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement ↗Jae-Ho Choi, Ki-Bong Kang, Kyung‐Tae Kim11 citations
- GLDL: Graph Label Distribution Learning ↗Yufei Jin, Richard Gao, Yi He et al.11 citations
- Gaussian Process Neural Additive Models ↗Wei Zhang, Brian Barr, John William Paisley11 citations
- Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation ↗Huihui Song, Tiankang Su, Yuhui Zheng et al.11 citations
- Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge ↗Seongyeop Kim, Hyung-Il Kim, Yong Man Ro11 citations
- Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation ↗Zhengyi Li, Menglu Li, Lida Zhu et al.11 citations
- Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning ↗Jiaan Wang, Jianfeng Qu, Kexin Wang et al.11 citations
- KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding ↗Long Xiao, Liansheng Zhuang, Aodi Li et al.11 citations
- Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation ↗Xingyu Liu, Pengfei Ren, Yuanyuan Gao et al.11 citations
- Learning Domain-Independent Heuristics for Grounded and Lifted Planning ↗Dillon Z. Chen, Sylvie Thiébaux, Felipe Trevizan11 citations
- Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck ↗Shifei Ding, Wei Du, Ling Ding et al.11 citations
- Learning to Learn Better Visual Prompts ↗Fengxiang Wang, Wanrong Huang, Shaowu Yang et al.11 citations
- Live and Learn: Continual Action Clustering with Incremental Views ↗Xiaoqiang Yan, Yingtao Gan, Yiqiao Mao et al.11 citations
- M3SOT: Multi-Frame, Multi-Field, Multi-Space 3D Single Object Tracking ↗Jiaming Liu, Yue Wu, Maoguo Gong et al.11 citations
- MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities ↗Yangning Li, Tingwei Lu, Hai-Tao Zheng et al.11 citations
- MagiCapture: High-Resolution Multi-Concept Portrait Customization ↗Junha Hyung, Jaeyo Shin, Jaegul Choo11 citations
- Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training ↗Longtian Qiu, Shan Ning, Xuming He11 citations
- Multi-Architecture Multi-Expert Diffusion Models ↗Yunsung Lee, Jinyoung Kim, Hyojun Go et al.11 citations
- OctOcc: High-Resolution 3D Occupancy Prediction with Octree ↗Wenzhe Ouyang, Xiaolin Song, Bailan Feng et al.11 citations
- Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency ↗Peijun Bao, Zihao Shao, Wenhan Yang et al.11 citations
- On the Concept Trustworthiness in Concept Bottleneck Models ↗Qihan Huang, Jie Song, Jingwen Hu et al.11 citations
- Partial Multi-View Clustering via Self-Supervised Network ↗Wei Feng, Guoshuai Sheng, Qianqian Wang et al.11 citations
- Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation ↗Jingxuan He, Lechao Cheng, Chaowei Fang et al.11 citations
- RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning ↗Jingdi Chen, Tian Lan, Carlee Joe‐Wong11 citations
- Regulating AI: Applying Insights from Behavioural Economics and Psychology to the Application of Article 5 of the EU AI Act ↗Huixin Zhong, Eamonn J. O'Neill, J. Hoffmȧnn11 citations
- SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing ↗Wenmin Huang, Weiqi Luo, Jiwu Huang et al.11 citations
- Say Anything with Any Style ↗Shuai Tan, Bin Ji, Yu Ding et al.11 citations
- SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter ↗Ying-Ying Chang, Wei‐Yao Wang, Wen-Chih Peng11 citations
- Self-Training Based Few-Shot Node Classification by Knowledge Distillation ↗Zongqian Wu, Yujie Mo, Peng Zhou et al.11 citations
- Semi-supervised Active Learning for Video Action Detection ↗Ayush Singh, Aayush Jung Rana, Akash S. Kumar et al.11 citations
- Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix ↗Kewei Wang, Yizheng Wu, Zhiyu Pan et al.11 citations
- Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation ↗Xinshuo Hu, Dongfang Li, Baotian Hu et al.11 citations
- Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling ↗Xinhao Tao, Junyan Cao, Yan Hong et al.11 citations
- SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents ↗Wei Xiang, Haoteng Yin, He Wang et al.11 citations
- Supporting Upper Elementary Students in Learning AI Concepts with Story-Driven Game-Based Learning ↗Anisha Gupta, Seung Lee, Bradford Mott et al.11 citations
- Symmetric Self-Paced Learning for Domain Generalization ↗Di Zhao, Yun Sing Koh, Gillian Dobbie et al.11 citations
- Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks ↗Caridad Arroyo Arevalo, Sayedeh Leila Noorbakhsh, Yun Dong et al.11 citations
- Text-to-Image Generation for Abstract Concepts ↗Jiayi Liao, Xu Chen, Qiang Fu et al.11 citations
- Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks ↗Siyu Zou, Jiji Tang, Yiyi Zhou et al.11 citations
- Towards Evidential and Class Separable Open Set Object Detection ↗Ruofan Wang, Rui-Wei Zhao, Xiaobo Zhang et al.11 citations
- Towards Transferable Adversarial Attacks with Centralized Perturbation ↗Shangbo Wu, Yu‐an Tan, Yajie Wang et al.11 citations
- Transferable Adversarial Attacks for Object Detection Using Object-Aware Significant Feature Distortion ↗Xinlong Ding, Jiansheng Chen, Hongwei Yu et al.11 citations
- Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models ↗Shuang Li, Jiangjie Chen, Siyu Yuan et al.11 citations
- Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction ↗Shangjian Yin, Peijie Huang, Yuhong Xu11 citations
- Unveiling Details in the Dark: Simultaneous Brightening and Zooming for Low-Light Image Enhancement ↗Ziyu Yue, Jiaxin Gao, Zhixun Su11 citations
- Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health ↗Harsh Kumar, Tong Li, Jiakai Shi et al.11 citations
- Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection ↗Yuhao Huang, Sanping Zhou, Junjie Zhang et al.11 citations
- A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning ↗Yongjian Deng, Hao Chen, Youfu Li10 citations
- A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis ↗Rongchao Zhang, Yiwei Lou, Dexuan Xu et al.10 citations
- A Primal-Dual Algorithm for Hybrid Federated Learning ↗Tom Overman, Garrett Blum, Diego Klabjan10 citations
- A Separation and Alignment Framework for Black-Box Domain Adaptation ↗Mingxuan Xia, Junbo Zhao, Gengyu Lyu et al.10 citations
- Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search ↗Thomy Phan, Taoan Huang, Bistra Dilkina et al.10 citations
- Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models ↗Qingyi Liu, Jinghui Qin, Wenxuan Ye et al.10 citations
- Adaptive Reactive Synthesis for LTL and LTLf Modulo Theories ↗Andoni Rodríguez, César Sánchez10 citations
- An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations ↗Lulu Cao, Yufei Liu, Zhenzhong Wang et al.10 citations
- Anchoring Path for Inductive Relation Prediction in Knowledge Graphs ↗Zhixiang Su, Di Wang, Chunyan Miao et al.10 citations
- Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning ↗Hang Du, Xuejun Yan, Jingjing Wang et al.10 citations
- Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification ↗Liangwei Chen, Xiren Zhou, Huanhuan Chen10 citations
- BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract) ↗Piyush Jha, Joseph Scott, Jaya Sriram Ganeshna et al.10 citations
- Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding ↗Jingping Liu, Mingchuan Zhang, Weichen Li et al.10 citations
- Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning ↗Yanqi Ge, Qiang Nie, Ye Huang et al.10 citations
- Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation ↗Yujun Chen, Xin Tan, Zhizhong Zhang et al.10 citations
- CR-SAM: Curvature Regularized Sharpness-Aware Minimization ↗Tao T. Wu, Tie Luo, Donald C. Wunsch10 citations
- Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing ↗Hanfei Yu, Jian Li, Hua Yang et al.10 citations
- ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference ↗Ziqian Zeng, Yihuai Hong, Hongliang Dai et al.10 citations
- Cross-Class Feature Augmentation for Class Incremental Learning ↗Taehoon Kim, Jaeyoo Park, Bohyung Han10 citations
- Cycle-Consistency Learning for Captioning and Grounding ↗Ning Wang, Jiajun Deng, Mingbo Jia10 citations
- D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations ↗Pengyue Jia, Yichao Wang, Shanru Lin et al.10 citations
- DIUSum: Dynamic Image Utilization for Multimodal Summarization ↗Min Xiao, Junnan Zhu, Feifei Zhai et al.10 citations
- DTMFormer: Dynamic Token Merging for Boosting Transformer-Based Medical Image Segmentation ↗Zhehao Wang, Xian Lin, Nannan Wu et al.10 citations
- Data-Free Hard-Label Robustness Stealing Attack ↗Xiaojian Yuan, Kejiang Chen, Wen Tao Huang et al.10 citations
- DiffAIL: Diffusion Adversarial Imitation Learning ↗Bingzheng Wang, Guoqiang Wu, Teng Pang et al.10 citations
- DiffSED: Sound Event Detection with Denoising Diffusion ↗Swapnil Bhosale, Sauradip Nag, Diptesh Kanojia et al.10 citations
- Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance ↗Omer Reingold, Judy Hanwen Shen, Aditi Talati10 citations
- Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification ↗Fengxiang Yang, Zhun Zhong, Zhiming Luo et al.10 citations
- Divide and Conquer: Hybrid Pre-training for Person Search ↗Yanling Tian, Di Chen, Yunan Liu et al.10 citations
- Dr. R.O. Bott Will See You Now: Exploring AI for Wellbeing with Middle School Students ↗Randi Williams, Sharifa Alghowinem, Cynthia Breazeal10 citations
- Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning ↗Yuhan Zhang, Xiaode Liu, Yuanpei Chen et al.10 citations
- FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks ↗Hunmin Yang, Jongoh Jeong, Kuk‐Jin Yoon10 citations
- Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals ↗Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen et al.10 citations
- Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection ↗Weiwei Xiao, Yongyong Chen, Qiben Shan et al.10 citations
- FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning ↗Xianjie Guo, Kui Yu, Lin Liu et al.10 citations
- Federated Learning via Input-Output Collaborative Distillation ↗Xuan Gong, Shanglin Li, Yuxiang Bao et al.10 citations
- From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue ↗Zeyuan Ding, Zhihao Yang, Ling Luo et al.10 citations
- Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure ↗Xinying Zou, Samir M. Perlaza, Iñaki Esnaola et al.10 citations
- Generative Model-Based Feature Knowledge Distillation for Action Recognition ↗Guiqin Wang, Peng Fei Zhao, Yanjiang Shi et al.10 citations
- Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation ↗Hao Liu, Xin Li, Mingming Gong et al.10 citations
- IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers ↗Jingge Xiao, Leonie Basso, Wolfgang Nejdl et al.10 citations
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