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

2,867 papers · page 13 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

Mitigating Label Bias in Machine Learning: Fairness through Confident Learning ↗Yixuan Zhang, Boyu Li, Zenan Ling et al.9 citations
Mitigating Label Noise through Data Ambiguation ↗Julian Lienen, Eyke Hüllermeier9 citations
Modeling Continuous Motion for 3D Point Cloud Object Tracking ↗Zhipeng Luo, Gongjie Zhang, Changqing Zhou et al.9 citations
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling ↗Jiaqi Xu, Bo Liu, Yunkuo Chen et al.9 citations
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling ↗Hyunjun Ju, SeongKu Kang, Dongha Lee et al.9 citations
Multimodal Graph Neural Architecture Search under Distribution Shifts ↗Jie Cai, Xin Wang, Haoyang Li et al.9 citations
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs ↗Sihwa Park, Seong-Jun Kim, Doeyoung Kwon et al.9 citations
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision ↗Ishan R. Dave, Simon Jenni, Mubarak A. Shah9 citations
On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning ↗Fanshuang Kong, Richong Zhang, Ziqiao Wang et al.9 citations
One Step Closer to Unbiased Aleatoric Uncertainty Estimation ↗Zhang Wang, Ziwen Martin, Subhro Das et al.9 citations
Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion ↗Rui Zhao, Ruiqin Xiong, Jian Zhang et al.9 citations
Optimal Attack and Defense for Reinforcement Learning ↗Jeremy McMahan, Young Wu, Xiaojin Zhu et al.9 citations
Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants ↗Xianrun Chen, Dachuan Xu, Yicheng Xu et al.9 citations
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization ↗Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa9 citations
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation ↗Zhiyuan Hu, Chumin Liu, Yue Feng et al.9 citations
ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning ↗Fushuo Huo, Wenchao Xu, Song Guo et al.9 citations
Probabilities of Causation with Nonbinary Treatment and Effect ↗Ang Li, Judea Pearl9 citations
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation ↗Yan Wang, Chuan-Xian Ren, Yi-Ming Zhai et al.9 citations
Procedural Level Generation with Diffusion Models from a Single Example ↗Shiqi Dai, Xuanyu Zhu, Naiqi Li et al.9 citations
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation ↗Thomas Bailie, Yun Sing Koh, Neelesh Rampal et al.9 citations
Racing Control Variable Genetic Programming for Symbolic Regression ↗Nan Jiang, Yexiang Xue9 citations
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought ↗Li Zheng, Hao Fei, Fei Li et al.9 citations
Robust Test-Time Adaptation for Zero-Shot Prompt Tuning ↗Ding-Chu Zhang, Zhi Yong Zhou, Yufeng Li9 citations
Robustness-Guided Image Synthesis for Data-Free Quantization ↗Jianhong Bai, Yu-Chen Benjamin Yang, Huanpeng Chu et al.9 citations
SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features ↗Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué et al.9 citations
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning ↗Sirui Chen, Zhaowei Zhang, Yaodong Yang et al.9 citations
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration ↗Honghao Wei, Xin Liu, Lei Ying9 citations
Segment beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation ↗Renjie Wu, Hu Wang, Feras Dayoub et al.9 citations
Small Language Model Can Self-Correct ↗Haixia Han, Jiaqing Liang, Jie Shi et al.9 citations
Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster ↗Fei Ye, Adrian G. Borş9 citations
Temporal-Distributed Backdoor Attack against Video Based Action Recognition ↗Xi Li, Songhe Wang, Ruiquan Huang et al.9 citations
Test-Time Personalization with Meta Prompt for Gaze Estimation ↗Huan Liu, Julia Qi, Zhenhao Li et al.9 citations
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries ↗Xinyi He, Mengyu Zhou, Xinrun Xu et al.9 citations
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA ↗Chengen Lai, Shengli Song, Shiqi Meng et al.9 citations
Towards Multi-Mode Outlier Robust Tensor Ring Decomposition ↗Yuning Qiu, Guoxu Zhou, Andong Wang et al.9 citations
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients ↗Mengdi Wang, Anna Bodonhelyi, Efe Bozkir et al.9 citations
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation ↗Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin et al.9 citations
UniAP: Towards Universal Animal Perception in Vision via Few-Shot Learning ↗Meiqi Sun, Zhonghan Zhao, Wenhao Chai et al.9 citations
Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data ↗Heejo Kong, Suneung Kim, Ho‐Joong Kim et al.9 citations
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction ↗Shuo Wang, Zhihao Wu, Xiaobo Hu et al.9 citations
Working Memory Capacity of ChatGPT: An Empirical Study ↗Dongyu Gong, Xingchen Wan, Dingmin Wang9 citations
Your Career Path Matters in Person-Job Fit ↗Zhuocheng Gong, Yang Song, Tao Zhang et al.9 citations
msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression ↗Miaohui Wang, Runnan Huang, Hengjin Dong et al.9 citations
A Diffusion-Based Pre-training Framework for Crystal Property Prediction ↗Zixing Song, Ziqiao Meng, Irwin King8 citations
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning ↗Tianpei Yang, Heng You, Jianye Hao et al.8 citations
AI Risk Profiles: A Standards Proposal for Pre-deployment AI Risk Disclosures ↗Eli Sherman, Ian W. Eisenberg8 citations
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction ↗Qi Liu, Xuyang Hou, Defu Lian et al.8 citations
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning ↗Jiayu Chen, Zelai Xu, Yunfei Li et al.8 citations
Adversarial Robust Safeguard for Evading Deep Facial Manipulation ↗Jiazhi Guan, Yi Zhao, Zhuoer Xu et al.8 citations
Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching ↗Zhaohuai Liang, Changhe Li8 citations
Building Higher-Order Abstractions from the Components of Recommender Systems ↗Serdar Kadıoğlu, Bernard Kleynhans8 citations
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space ↗Mohsin Hasan, Guojun Zhang, Kaiyang Guo et al.8 citations
Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning ↗Turgay Caglar, Sirine Belhaj, Tathagata Chakraborty et al.8 citations
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning ↗Yanwen Ba, Xuan Liu, Xinning Chen et al.8 citations
Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control ↗Zunnan Xu, Yachao Zhang, Sicheng Yang et al.8 citations
CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series ↗Tianyuan Huang, Zejia Wu, Jiajun Wu et al.8 citations
Colorizing Monochromatic Radiance Fields ↗Yean Cheng, Renjie Wan, Shuchen Weng et al.8 citations
ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning ↗Huiqun Li, Hanhan Zhou, Yifei Zou et al.8 citations
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation ↗Minqin Zhu, Anpeng Wu, Haoxuan Li et al.8 citations
Contributing Dimension Structure of Deep Feature for Coreset Selection ↗Zhijing Wan, Zhixiang Wang, Yuran Wang et al.8 citations
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal ↗Yi Cheng, Wenge Liu, Jian Wang et al.8 citations
Cross-Sentence Gloss Consistency for Continuous Sign Language Recognition ↗Qi Rao, Ke Sun, Xiaohan Wang et al.8 citations
CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues ↗Linglin Jing, Sheng Xu, Yifan Wang et al.8 citations
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow ↗T. Li, Chengxiang Wu, Pengyi Shi et al.8 citations
Curvature-Invariant Adversarial Attacks for 3D Point Clouds ↗Jianping Zhang, Wenwei Gu, Yizhan Huang et al.8 citations
DAG-Aware Variational Autoencoder for Social Propagation Graph Generation ↗Dongpeng Hou, Chao Gao, Xuelong Li et al.8 citations
De-biased Attention Supervision for Text Classification with Causality ↗Yiquan Wu, Yifei Liu, Ziyu Zhao et al.8 citations
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations ↗Guojun Xiong, Gang Yan, Shiqiang Wang et al.8 citations
DeblurSR: Event-Based Motion Deblurring under the Spiking Representation ↗Chen Song, Chandrajit Bajaj, Qixing Huang8 citations
Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning ↗Tianchen Zhu, Yue Qiu, Haoyi Zhou et al.8 citations
Deep Quantum Error Correction ↗Yoni Choukroun, Lior Wolf8 citations
Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria ↗Opadele Kehinde, Ruth Abdul, Bose Afolabi et al.8 citations
Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition ↗Ling Ge, Chunming Hu, Guanghui Ma et al.8 citations
DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations ↗Ruilu Wang, Xue Yang, Lianwen Jin8 citations
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability ↗Seokhyeon Ha, Sunbeom Jeong, Jungwoo Lee8 citations
Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks ↗Xiaofan Que, Qi Yu8 citations
Dynamic Reactive Spiking Graph Neural Network ↗Han Zhao, Xu Yang, Cheng Dan Deng et al.8 citations
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression ↗Chen Dong, Ning Liu, Yichen Zhu et al.8 citations
Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations ↗Changqing Qiu, Fusheng Jin, Yining Zhang8 citations
End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding ↗Hai Wan, Pingjia Liang, Jianfeng Du et al.8 citations
Entropy Induced Pruning Framework for Convolutional Neural Networks ↗Yiheng Lu, Ziyu Guan, Yaming Yang et al.8 citations
Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images ↗Ruohua Shi, Lingyu Duan, Tiejun Huang et al.8 citations
Exploiting the Social-Like Prior in Transformer for Visual Reasoning ↗Yudong Han, Yupeng Hu, Xuemeng Song et al.8 citations
FaceRSA: RSA-Aware Facial Identity Cryptography Framework ↗Zhongyi Zhang, Tianyi Wei, Wenbo Zhou et al.8 citations
Fair Sampling in Diffusion Models through Switching Mechanism ↗Yujin Choi, J.-G. Park, Hoki Kim et al.8 citations
Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity ↗Yiyue Chen, Haris Vikalo, Chianing Wang8 citations
Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering ↗Qijun Gan, Wentong Li, Jinwei Ren et al.8 citations
F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis ↗Sitong Su, Jianzhi Liu, Lianli Gao et al.8 citations
Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process ↗Mingjie Xu, Feng Lu8 citations
Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning ↗Jayabrata Chowdhury, Venkataramanan Shivaraman, Suresh Sundaram et al.8 citations
HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning ↗Hongbin Pei, Taile Chen, A Chen et al.8 citations
Hyperbolic Graph Diffusion Model ↗Lingfeng Wen, Xuan Tang, Mingjie Ouyang et al.8 citations
Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization ↗Dongping Liao, Xitong Gao, Chengzhong Xu8 citations
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems ↗Zhongxuan Han, Chaochao Chen, Xiaolin Zheng et al.8 citations
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training ↗Khoi M. Le, Trinh Pham, Tho Quan et al.8 citations
LaViP: Language-Grounded Visual Prompting ↗Nilakshan Kunananthaseelan, Jing Zhang, Mehrtash Tafazzoli Harandi8 citations
Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning ↗Yongjin Yang, Taehyeon Kim, Se-Young Yun8 citations
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation ↗Yuying Zhao, Yu Wang, Yi Zhang et al.8 citations
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing ↗Han Liu, Siyang Zhao, Xiaotong Zhang et al.8 citations
MERGE: Fast Private Text Generation ↗Zi Liang, Pinghui Wang, Ruofei Zhang et al.8 citations

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

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