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

2,867 papers · page 28 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

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  1. Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning ↗Motoki Omura, Takayuki Osa, Yusuke Mukuta et al.1 citation
  2. TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling ↗Longxiang Liu, Xiuxing Li, Feng Yang1 citation
  3. TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement ↗Yang Fan, Xiangping Wu, Qingcai Chen et al.1 citation
  4. Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract) ↗Aleksander Obuchowski, Barbara Klaudel, Piotr Frąckowski et al.1 citation
  5. Targeted Activation Penalties Help CNNs Ignore Spurious Signals ↗Dekai Zhang, Matthew Williams, Francesca Toni1 citation
  6. Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint) ↗Tzu-Yi Chiu, Jérôme Le Ny, Jean‐Pierre David1 citation
  7. The Causal Impact of Credit Lines on Spending Distributions ↗Yijun Li, Cheuk Hang Leung, Xiangqian Sun et al.1 citation
  8. The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract) ↗Kuang-Da Wang, Wei‐Yao Wang, Yu-Tse Chen et al.1 citation
  9. The Complexity of Computing Robust Mediated Equilibria in Ordinal Games ↗Vincent Conitzer1 citation
  10. The Complexity of Optimizing Atomic Congestion ↗Cornelius Brand, Robert Ganian, Subrahmanyam Kalyanasundaram et al.1 citation
  11. The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract) ↗Rickard Brännvall1 citation
  12. The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract) ↗Tianyi Chen, Feiqi Cao, Yihao Ding et al.1 citation
  13. The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training ↗Amine Barrak1 citation
  14. Thesis Summary: Operationalizing User-Inclusive Transparency in Artificial Intelligence Systems ↗Deepa Muralidhar1 citation
  15. Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract) ↗Vladimir Mashurov, Natalia Semenova1 citation
  16. Towards Building a Language-Independent Speech Scoring Assessment ↗Shreyansh Gupta, Abhishek Unnam, Kuldeep Singh Yadav et al.1 citation
  17. Towards Human-like Learning from Relational Structured Data ↗Quanming Yao1 citation
  18. Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization ↗Bo-Han Kung, Shang-Tse Chen1 citation
  19. Towards Learning and Explaining Indirect Causal Effects in Neural Networks ↗Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak et al.1 citation
  20. Towards Reliable Learning in the Wild: Generalization and Adaptation ↗Huaxiu Yao1 citation
  21. Towards Robustness to Natural Variations and Distribution Shift (Student Abstract) ↗Josué Martínez-Martínez, Olivia M. Brown, Rajmonda S. Caceres1 citation
  22. Towards Trustworthy Autonomous Systems via Conversations and Explanations ↗Bálint Gyevnár1 citation
  23. Transferable Video Moment Localization by Moment-Guided Query Prompting ↗Hao Jiang, Yang Yizhang, Yadong Mu1 citation
  24. Transformer as Linear Expansion of Learngene ↗Shiyu Xia, Miaosen Zhang, Yang Xu et al.1 citation
  25. Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera ↗Jiyuan Zhang, Shiyan Chen, Yajing Zheng et al.1 citation
  26. Transportable Representations for Domain Generalization ↗Kasra Jalaldoust, Elias Bareinboim1 citation
  27. Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization ↗Jiahao Qiu, Hui Qun Yuan, Jinghong Zhang et al.1 citation
  28. Trend-Aware Supervision: On Learning Invariance for Semi-supervised Facial Action Unit Intensity Estimation ↗Yingjie Chen, Jiarui Zhang, Tao Wang et al.1 citation
  29. U-trustworthy Models. Reliability, Competence, and Confidence in Decision-Making ↗R. N. Vashistha, Arya Farahi1 citation
  30. Unifying Decision and Function Queries in Stochastic Boolean Satisfiability ↗Yuwei Fan, Jie-Hong Roland Jiang1 citation
  31. Universal Weak Coreset ↗Ragesh Jaiswal, Amit Kumar1 citation
  32. Unsupervised Object Interaction Learning with Counterfactual Dynamics Models ↗Jongwook Choi, Sungtae Lee, Xinyu Wang et al.1 citation
  33. Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training ↗Wenjun Li, Pradeep Reddy Varakantham1 citation
  34. Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data ↗Isaiah Gallardo1 citation
  35. ViT-Calibrator: Decision Stream Calibration for Vision Transformer ↗Lin Chen, Zhijie Jia, Lechao Cheng et al.1 citation
  36. Visual Abstract Reasoning in Computational Imagery ↗Yuan Yang1 citation
  37. Welfare Maximization in Perpetual Voting (Student Abstract) ↗Tzeh Yuan Neoh, Nicholas Teh1 citation
  38. What Does a Query Answer Tell You? Informativeness of Query Answers for Knowledge Bases ↗Luca Andolfi, Gianluca Cima, Marco Console et al.1 citation
  39. When Causal Inference Meets Graph Machine Learning ↗Jing Ma1 citation
  40. When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) ↗Simin Niu, Xun Liang, Sensen Zhang et al.1 citation
  41. Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages ↗Sameer Jain, Sedrick Scott Keh, Shova Chhetri et al.1 citation
  42. Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework ↗Lei Wang, Xu Chen, Zhenhua Dong et al.1 citation
  43. Zero-Shot Task Adaptation with Relevant Feature Information ↗Atsutoshi Kumagai, Tomoharu Iwata, Yasuhiro Fujiwara1 citation
  44. icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract) ↗Shixuan Liu, Chao Wang, Shuangyong Song1 citation
  45. A Brain-Inspired Way of Reducing the Network Complexity via Concept-Regularized Coding for Emotion Recognition ↗Lu Han, Xiahai Zhuang, Qiang Luo
  46. A Fixed-Parameter Tractable Algorithm for Counting Markov Equivalence Classes with the Same Skeleton ↗Vidya Sagar Sharma
  47. A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) ↗Alexander Braylan, Madalyn Marabella, Omar Alonso et al.
  48. A Novel Approach for Longitudinal Modeling of Aging Health and Predicting Mortality Rates ↗Hannah Guan
  49. A SAT + Computer Algebra System Verification of the Ramsey Problem R(3, 8) (Student Abstract) ↗Conor Duggan, Zhengyu Li, Curtis Bright et al.
  50. A Survey of Learning Criteria Going beyond the Usual Risk (Abstract Reprint) ↗Matthew J. Holland, Kazuki Tanabe
  51. A Theory of Non-acyclic Generative Flow Networks ↗Leo Maxime Brunswic, Yinchuan Li, Yushun Xu et al.
  52. AI-Assisted Human Teamwork ↗Sangwon Seo
  53. Accurate Parameter Estimation for Safety-Critical Systems with Unmodeled Dynamics (Abstract Reprint) ↗Arnab Sarker, Peter A. Fisher, Joseph E. Gaudio et al.
  54. Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) ↗Ryan Schuerkamp, Xinyu Li, Brian E. Kunzer et al.
  55. Approximate Distance Oracle for Fault-Tolerant Geometric Spanners ↗Kyungjin Cho, Jihun Shin, Eunjin Oh
  56. Approximation Scheme for Weighted Metric Clustering via Sherali-Adams ↗Dmitrii Avdiukhin, Vaggos Chatziafratis, Konstantin Makarychev et al.
  57. CHICOT: A Developer-Assistance Toolkit for Code Search with High-Level Contextual Information ↗Terufumi Morishita, Yuta Koreeda, Atsuki Yamaguchi et al.
  58. Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective ↗Xuechen Zhang, Mingchen Li, Jiasi Chen et al.
  59. Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification ↗Dwarikanath Mahapatra, Behzad Bozorgtabar, Zongyuan Ge et al.
  60. Conversational Modeling for Constraint Satisfaction ↗Eugene C. Freuder
  61. Convolutional Spectral Kernel Learning with Generalization Guarantees (Abstract Reprint) ↗Jian Li, Yong Liu, Weiping Wang
  62. Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) ↗Eoin D. Delaney, Arjun Pakrashi, Derek Greene et al.
  63. Data Efficient Paradigms for Personalized Assessment of Black-Box Taskable AI Systems ↗Pulkit Verma
  64. Data-Efficient Graph Learning ↗Kaize Ding
  65. Decompositions in Compositional Translation of LTLf to DFA (Student Abstract) ↗Yash Kankariya, Suguman Bansal
  66. Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract) ↗Wenxue Ye, Shichong Li, Zhangtao Cheng et al.
  67. Defog Artificial Intelligence Glasses: Neural Networks for the Imperfect Real World ↗Nilton Rojas
  68. Demystifying Algorithmic Fairness in an Uncertain World ↗Lu Cheng
  69. Discovering Agents (Abstract Reprint) ↗Zachary Kenton, Ramana Kumar, Sebastian Farquhar et al.
  70. Divide-and-Aggregate Learning for Evaluating Performance on Unlabeled Data ↗Shuyu Miao, Jian Liu, Lin Liu Zheng et al.
  71. Domain Engineering to Represent Human Behavior Using Multi-Agent Planning and Inductive Methodologies ↗Salena Torres Ashton
  72. EasyTS: The Express Lane to Long Time Series Forecasting ↗Tiancheng Zhang, Shaoyuan Huang, Cheng Zhang et al.
  73. Efficient Constrained K-center Clustering with Background Knowledge ↗Longkun Guo, Chaoqi Jia, Kewen Liao et al.
  74. EmFORE: Learning Email Folder Classification Rules by Demonstration ↗Mukul Pratap Singh, Gust Verbruggen, José Cambronero et al.
  75. Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) ↗Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
  76. Enhancing Machine Translation Experiences with Multilingual Knowledge Graphs ↗Simone Conia, Daniel C. Lee, Min Li et al.
  77. Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption ↗Yiding Chen, Xuezhou Zhang, Qiaomin Xie et al.
  78. Explainable Earnings Call Representation Learning (Student Abstract) ↗Yanlong Huang, Yue Lei, Wenxin Tai et al.
  79. Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint) ↗Vincent Liu, James R. Wright, Mrtha White
  80. Fair Allocation of Items in Multiple Regions ↗Houyu Zhou, Tianze Wei, Biaoshuai Tao et al.
  81. Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract) ↗Alexandru Lopotenco, Ian Tong Pan, Jack Zhang et al.
  82. Fair and Optimal Prediction via Post-Processing ↗Han Zhao
  83. Faithful Trip Recommender Using Diffusion Guidance (Student Abstract) ↗Wenzheng Shu, Yanlong Huang, Wenxin Tai et al.
  84. FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) ↗Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff et al.
  85. Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution ↗Minghai Chen
  86. Frequency Oracle for Sensitive Data Monitoring (Student Abstract) ↗Richard Sances, Olivera Kotevska, Paul M. Laiu
  87. Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract) ↗Hui Tang, Xun Liang, Sensen Zhang
  88. Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract) ↗S.K. Pang, Chunjing Xiao, Wenxin Tai et al.
  89. Hardness of Random Reordered Encodings of Parity for Resolution and CDCL ↗Leroy Chew, Alexis de Colnet, Friedrich Slivovsky et al.
  90. Harmonious Mobility for Robots that Work with and around People ↗Christoforos Mavrogiannis
  91. Identification for Tree-Shaped Structural Causal Models in Polynomial Time ↗Aaryan Gupta, Markus Bläser
  92. Identifying, Mitigating, and Anticipating Bias in Algorithmic Decisions ↗Joachim Baumann
  93. Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) ↗Kai Yang, Jiayang Li, Wenxin Tai et al.
  94. Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates ↗Zhuanghua Liu, Luo Luo, Bryan Kian Hsiang Low
  95. Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data ↗Junjie Liang, Weijieying Ren, Hanifi Sahar et al.
  96. Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation ↗Gabriele Venturato, Vincent Derkinderen, Pedro Zuidberg Dos Martires et al.
  97. Instance-Wise Laplace Mechanism via Deep Reinforcement Learning (Student Abstract) ↗Sehyun Ryu, Hosung Joo, Jonggyu Jang et al.
  98. Integrating Neural Pathways for Learning in Deep Reinforcement Learning Models ↗Varun Ananth
  99. Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution ↗Yuxi Zhou, Xiu‐Jie Wang, Jianhua Zhang et al.
  100. Interactive Human-Centric Bias Mitigation ↗Inge Vejsbjerg, Elizabeth Daly, Rahul Nair et al.

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