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

2,867 papers · page 22 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

From Past to Future: Rethinking Eligibility Traces ↗Dhawal Gupta, Scott M. Jordan, Shreyas Chaudhari et al.3 citations
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning ↗Subhabrata Dutta, Ishan Pandey, Joykirat Singh et al.3 citations
Fully Data-Driven Pseudo Label Estimation for Pointly-Supervised Panoptic Segmentation ↗Jing Li, Junsong Fan, Yuran Yang et al.3 citations
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations ↗Nisal Ranasinghe, Damith Senanayake, Sachith Seneviratne et al.3 citations
GSDD: Generative Space Dataset Distillation for Image Super-resolution ↗Haiyu Zhang, Shaolin Su, Yu Zhu et al.3 citations
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers ↗Yunruo Zhang, Lujia Shen, Shanqing Guo et al.3 citations
Gaze-Based Interaction Adaptation for People with Involuntary Head Movements (Student Abstract) ↗Cindy Tong, Rosanna Chan3 citations
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction ↗Jian Zhu, Congcong Liu, Xue Jiang et al.3 citations
Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons ↗Julien Fageot, Sadegh Farhadkhani, Lê-Nguyên Hoang et al.3 citations
Generalizing across Temporal Domains with Koopman Operators ↗Qiuhao Zeng, Wei Wang, Fan Zhou et al.3 citations
Generator Assisted Mixture of Experts for Feature Acquisition in Batch ↗Vedang Asgaonkar, Aditya Jain, Abir De3 citations
Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring ↗Ge Gao, Xi Yang, Min Chi3 citations
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping ↗Xin Zhang, Jinheng Xie, Yuan Yuan et al.3 citations
HORIZON: High-Resolution Semantically Controlled Panorama Synthesis ↗Kun Yan, Lei Ji, Chenfei Wu et al.3 citations
Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention ↗Naman Shah, Siddharth Srivastava3 citations
High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm ↗Jian Li, Yong Liu, Weiping Wang3 citations
High-Fidelity Diffusion-Based Image Editing ↗Chen Hou, Guoqiang Wei, Zhibo Chen3 citations
High-Quality Real-Time Rendering Using Subpixel Sampling Reconstruction ↗Boyu Zhang, Hongliang Yuan3 citations
HuTuMotion: Human-Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback ↗Gaoge Han, Shaoli Huang, Mingming Gong et al.3 citations
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning ↗Zeyang Liu, Lipeng Wan, Xinrui Yang et al.3 citations
Implicit Modeling of Non-rigid Objects with Cross-Category Signals ↗Yuchun Liu, Benjamin Planche, Meng Zheng et al.3 citations
Improved Anonymous Multi-Agent Path Finding Algorithm ↗Zain Alabedeen Ali, Konstantin Yakovlev3 citations
Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract) ↗Amine Barrak3 citations
Input Margins Can Predict Generalization Too ↗Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie Hattingh Davel3 citations
Integrated Systems for Computational Scientific Discovery ↗Pat Langley3 citations
Intelligent Calibration for Bias Reduction in Sentiment Corpora Annotation Process ↗Idan Toker, David Sarne, Jonathan Schler3 citations
Intersection of Artificial Intelligence and Medical Education (Student Abstract) ↗Keefer P. Wu, Patricia C. Tsang3 citations
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification ↗Jimmy Lin, Junkai Li, Jiasi Gao et al.3 citations
KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing ↗Sheng Jie Lui, Cheng Xiang, Shonali Priyadarsini Krishnaswamy3 citations
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs ↗Ruoqi Liu, Lingfei Wu, Ping Zhang3 citations
Learning Bayesian Network Classifiers to Minimize the Class Variable Parameters ↗Shouta Sugahara, Koya Kato, Maomi Ueno3 citations
Learning GAI-Decomposable Utility Models for Multiattribute Decision Making ↗Margot Hérin, Patrice Perny, Nataliya Sokolovska3 citations
Learning Multi-Object Positional Relationships via Emergent Communication ↗Yicheng Feng, Boshi An, Zongqing Lu3 citations
Learning Multi-Scale Video-Text Correspondence for Weakly Supervised Temporal Article Gronding ↗Wenjia Geng, Yong Liu, Lei Chen et al.3 citations
Learning Multi-Task Sparse Representation Based on Fisher Information ↗Yayu Zhang, Yuhua Qian, Guoshuai Ma et al.3 citations
Learning Planning Domains from Non-redundant Fully-Observed Traces: Theoretical Foundations and Complexity Analysis ↗Pascal Bachor, Gregor Behnke3 citations
Learning Random Noise Salient Feature Fusion Siamese Network for Low-Resolution Object Tracking (Student Abstract) ↗Md Maklachur Rahman, Tracy Hammond3 citations
Learning Real-World Image De-weathering with Imperfect Supervision ↗Xiaohui Liu, Zhilu Zhang, Xiaohe Wu et al.3 citations
Learning Small Decision Trees for Data of Low Rank-Width ↗Konrad K. Dabrowski, Eduard Eiben, Sebastian Ordyniak et al.3 citations
Learning Small Decision Trees with Few Outliers: A Parameterized Perspective ↗Harmender Gahlawat, Meirav Zehavi3 citations
Learning from Failure: Improving Meeting Summarization without Good Samples ↗Ke Wang, Xiutian Zhao, Wei Peng3 citations
Learning to Pivot as a Smart Expert ↗Tianhao Liu, Shanwen Pu, Dongdong Ge et al.3 citations
Limited Query Graph Connectivity Test ↗Mingyu Guo, Jialiang Li, Aneta Neumann et al.3 citations
Linear-Time Verification of Data-Aware Processes Modulo Theories via Covers and Automata ↗Alessandro Gianola, Marco Montali, Sarah Winkler3 citations
Low-Latency Space-Time Supersampling for Real-Time Rendering ↗Ruian He, Shili Zhou, Yuqi Sun et al.3 citations
Lyapunov-Stable Deep Equilibrium Models ↗Haoyu Chu, Shikui Wei, Ting Liu et al.3 citations
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information ↗Xiao-Dong Bi, Shao-Qun Zhang, Yuan Heng Jiang3 citations
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification ↗Yu Zhu, Kang Li, Lequan Yu et al.3 citations
Minimal Macro-Based Rewritings of Formal Languages: Theory and Applications in Ontology Engineering (and Beyond) ↗Christian Kindermann, Anne-Marie George, Bijan Parsia et al.3 citations
Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep ↗Jae Young Lee, Woonghyun Ka, Jaehyun Choi et al.3 citations
Monocular 3D Hand Mesh Recovery via Dual Noise Estimation ↗Hanhui Li, Xiaojian Lin, Xuan Huang et al.3 citations
Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows ↗Prerna Agarwal, H. Dave, Jayachandu Bandlamudi et al.3 citations
Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network ↗Jin‐Tao Liu, Kaiwen Wei, Chenglong Liu3 citations
Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization ↗Zonghan Zhang, Zijian Zhang, Zhiqian Chen3 citations
Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract) ↗Seung Woo Kang, Ohyun Jo3 citations
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing ↗Runcong Zhao, Wenjia Zhang, Jiazheng Li et al.3 citations
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model ↗Mingxin Li, Richong Zhang, Zhijie Nie et al.3 citations
Neuroevolution of a Multi-Generator GAN (Student Abstract) ↗Suraj Kumar Pandey3 citations
No Head Left Behind – Multi-Head Alignment Distillation for Transformers ↗Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju et al.3 citations
Non-parametric Representation Learning with Kernels ↗Pascal Esser, Maximilian Fleissner, Debarghya Ghoshdastidar3 citations
Nowcasting Temporal Trends Using Indirect Surveys ↗Ajitesh Srivastava, Juan Marcos Ramírez, Sergio Díaz-Aranda et al.3 citations
On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental Design ↗Ziqiao Ao, Jinglai Li3 citations
On Inference Stability for Diffusion Models ↗Viet Nguyen, Giang Vu, Tung Nguyen Thanh et al.3 citations
On the Expressivity of Recurrent Neural Cascades ↗Nadezda Alexandrovna Knorozova, Alessandro Ronca3 citations
Optimal Makespan in a Minute Timespan! A Scalable Multi-Robot Goal Assignment Algorithm for Minimizing Mission Time ↗Aakash Aakash, Indranil Saha3 citations
Optimistic Model Rollouts for Pessimistic Offline Policy Optimization ↗Yuanzhao Zhai, Yiying Li, Zijian Gao et al.3 citations
PM-INR: Prior-Rich Multi-Modal Implicit Large-Scale Scene Neural Representation ↗Yiying Yang, Fukun Yin, Wen Liu et al.3 citations
PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping ↗Luoyang Lin, Zutao Jiang, Xiaodan Liang et al.3 citations
PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation ↗Jianhui Yu, Hao Zhu, Liming Jiang et al.3 citations
Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming ↗Ryo Kuroiwa, J. Christopher Beck3 citations
Parallel Empirical Evaluations: Resilience despite Concurrency ↗Johannes K. Fichte, Tobias Geibinger, Markus Hecher et al.3 citations
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization ↗Liang Dai, Kefu Lyu, Chengcheng Zhang et al.3 citations
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts ↗Kun Jin, Tongxin Yin, Zhong‐Zhu Chen et al.3 citations
PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF ↗Mohsen Gholami, Rabab Kreidieh Ward, Z. Jane Wang3 citations
Progressive Text-to-Image Diffusion with Soft Latent Direction ↗Yuteng Ye, Jiale Cai, Hang Zhou et al.3 citations
Project-Fair and Truthful Mechanisms for Budget Aggregation ↗Rupert Freeman, Ulrike Schmidt-Kraepelin3 citations
Providing Fair Recourse over Plausible Groups ↗Jayanth Yetukuri, Ian Hardy, Yevgeniy Vorobeychik et al.3 citations
Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens ↗Sangho Lee, Hayun Lee, Dongkun Shin3 citations
Pure-Past Action Masking ↗Giovanni Varricchione, Natasha Alechina, Mehdi M. Dastani et al.3 citations
QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models ↗Xiangming Meng, Yoshiyuki Kabashima3 citations
RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction ↗Tanvi Verma, Linh Le Dinh, Nicholas Yi Qiang Tan et al.3 citations
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning ↗Qin Zhang, Xiaowei Li, Jiexin Lu et al.3 citations
RRL: Recommendation Reverse Learning ↗Xiaoyu You, Jianwei Xu, Mi Zhang et al.3 citations
Reconciling Predictive and Statistical Parity: A Causal Approach ↗Drago Plečko, Elias Bareinboim3 citations
Recurrent Graph Neural Networks and Their Connections to Bisimulation and Logic ↗Maximilian Pflueger, David J. Tena Cucala, Egor V. Kostylev3 citations
Refined Characterizations of Approval-Based Committee Scoring Rules ↗Chris Dong, Patrick Lederer3 citations
Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes ↗Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal3 citations
Reliable Data Generation and Selection for Low-Resource Relation Extraction ↗Junjie Yu, Xing Wang, Wenliang Chen3 citations
Resource Democratization: Is Compute the Binding Constraint on AI Research? ↗Rebecca Gelles, Veronica Kinoshita, Micah Musser et al.3 citations
Rethinking Robustness of Model Attributions ↗Sandesh Kamath, Sankalp Mittal, Amit Deshpande et al.3 citations
Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning ↗Ruiqian Nai, Zixin Wen, Ji Li et al.3 citations
Robust Active Measuring under Model Uncertainty ↗Merlijn Krale, Thiago D. Simão, Jana Tůmová et al.3 citations
Robust Blind Text Image Deblurring via Maximum Consensus Framework ↗Zijian Min, Gundu Mohamed Hassan, Geun‐Sik Jo3 citations
Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models ↗Yang Liu3 citations
Robustly Train Normalizing Flows via KL Divergence Regularization ↗Kun Song, Rubén Solozabal, Hao Li et al.3 citations
SALSA: Semantically-Aware Latent Space Autoencoder ↗Kathryn E. Kirchoff, Travis Maxfield, Alexander Tropsha et al.3 citations
SEC: More Accurate Clustering Algorithm via Structural Entropy ↗Junyu Huang, Qilong Feng, Jiahui Wang et al.3 citations
Scalable Motion Style Transfer with Constrained Diffusion Generation ↗Wenjie Yin, Yi Yu, Hang Yin et al.3 citations
Scores for Learning Discrete Causal Graphs with Unobserved Confounders ↗Alexis Bellot, Junzhe Zhang, Elias Bareinboim3 citations
Securing Billion Bluetooth Devices Leveraging Learning-Based Techniques ↗Hanlin Cai3 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