Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers
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- The Irrelevance of Influencers: Information Diffusion with Re-Activation and Immunity Lasts Exponentially Long on Social Network Models ↗Tobias Friedrich, Andreas Göbel, Nicolas Klodt et al.4 citations
- Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover ↗Takashi Horiyama, Yasuaki Kobayashi, Hirotaka Ono et al.4 citations
- Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding ↗Depeng Li, Tianqi Wang, Junwei Chen et al.4 citations
- Towards Stability and Generalization Bounds in Decentralized Minibatch Stochastic Gradient Descent ↗Jiahuan Wang, Hong Chen4 citations
- Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness ↗Chenghan Xie, Chenxi Li, Chuwen Zhang et al.4 citations
- Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment ↗Xinwei Ji, Xiaomin Chang, Wei Li et al.4 citations
- VPDETR: End-to-End Vanishing Point DEtection TRansformers ↗Taiyan Chen, Xianghua Ying, Jinfa Yang et al.4 citations
- Variance-Insensitive and Target-Preserving Mask Refinement for Interactive Image Segmentation ↗Chaowei Fang, Ziyin Zhou, Junye Chen et al.4 citations
- Vector Field Oriented Diffusion Model for Crystal Material Generation ↗Astrid Klipfel, Yaël Frégier, Adlane Sayede et al.4 citations
- ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization ↗Danning Lao, Qi Liu, Jiazi Bu et al.4 citations
- When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making ↗Kate Donahue, Sreenivas Gollapudi, Kostas Kollias4 citations
- 3D Visibility-Aware Generalizable Neural Radiance Fields for Interacting Hands ↗Xuan Huang, Hanhui Li, Zejun Yang et al.3 citations
- A Computation-Aware Shape Loss Function for Point Cloud Completion ↗Shunran Zhang, Xiubo Zhang, Tsz Nam Chan et al.3 citations
- A Diffusion Model with State Estimation for Degradation-Blind Inverse Imaging ↗Liya Ji, Zhefan Rao, Sinno Jialin Pan et al.3 citations
- A General Theoretical Framework for Learning Smallest Interpretable Models ↗Sebastian Ordyniak, Giacomo Paesani, Mateusz Rychlicki et al.3 citations
- A Graph Dynamics Prior for Relational Inference ↗Liming Pan, Cheng Shi, Ivan Dokmanić3 citations
- A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification ↗Fan Xu, Yu Zhao, Bingzhe Wu et al.3 citations
- A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation ↗Angxiao Yue, Dixin Luo, Hongteng Xu3 citations
- A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs ↗Sikun Yang, Hongyuan Zha3 citations
- AI Evaluation Authorities: A Case Study Mapping Model Audits to Persistent Standards ↗Arihant Chadda, Sean McGregor, Jesse Hostetler et al.3 citations
- Abstraction of Situation Calculus Concurrent Game Structures ↗Yves Lespérance, Giuseppe De Giacomo, Maryam Rostamigiv et al.3 citations
- Accelerating the Global Aggregation of Local Explanations ↗Alon Mor, Yonatan Belinkov, Benny Kimelfeld3 citations
- AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection ↗Yangkai Du, Tengfei Ma, Lingfei Wu et al.3 citations
- Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction ↗Jianping Zhu, Xin Guo, Yang Chen et al.3 citations
- Adaptive Shortcut Debiasing for Online Continual Learning ↗Doyoung Kim, Dongmin Park, Yooju Shin et al.3 citations
- Adversarial Attacks on the Interpretation of Neuron Activation Maximization ↗Géraldin Nanfack, Alexander Fulleringer, Jonathan Marty et al.3 citations
- Adversarial Fairness Network ↗Taeuk Jang, Xiaoqian Wang, Heng Huang3 citations
- Altruism in Facility Location Problems ↗Houyu Zhou, Hau Chan, Minming Li3 citations
- An Information-Flow Perspective on Algorithmic Fairness ↗Samuel Teuber, Bernhard Beckert3 citations
- Analysis of Differentially Private Synthetic Data: A Measurement Error Approach ↗Yangdi Jiang, Yi Liu, Xiaodong Yan et al.3 citations
- Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples ↗Zhidong Yu, Wei Yang, Xike Xie et al.3 citations
- Auditable Algorithms for Approximate Model Counting ↗Kuldeep S. Meel, Supratik Chakraborty, S. Akshay3 citations
- Auto311: A Confidence-Guided Automated System for Non-emergency Calls ↗Zirong Chen, Xutong Sun, Yuanhe Li et al.3 citations
- Automated Design of Affine Maximizer Mechanisms in Dynamic Settings ↗Michael J. Curry, Vinzenz Thoma, Darshan Chakrabarti et al.3 citations
- Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) ↗Chenxu Zhao, Wei Qian, Yucheng Shi et al.3 citations
- Automatic Interpretation of Line Probe Assay Test for Tuberculosis ↗Jatin Agrawal, Mukul Kumar, Avtansh Tiwari et al.3 citations
- BARET: Balanced Attention Based Real Image Editing Driven by Target-Text Inversion ↗Yuming Qiao, Fanyi Wang, Jingwen Su et al.3 citations
- BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract) ↗Zihan Guan, Mengxuan Hu, Zhongliang Zhou et al.3 citations
- Bayesian Inference with Complex Knowledge Graph Evidence ↗Armin Toroghi, Scott Sanner3 citations
- Bilateral Gradual Semantics for Weighted Argumentation ↗Zongshun Wang, Yuping Shen3 citations
- Blind Face Restoration under Extreme Conditions: Leveraging 3D-2D Prior Fusion for Superior Structural and Texture Recovery ↗Zailong Chen, Liying Lu, Ziyang Yuan et al.3 citations
- Block Image Compressive Sensing with Local and Global Information Interaction ↗Xiaoyu Kong, Yongyong Chen, Feng Zheng et al.3 citations
- Cached Transformers: Improving Transformers with Differentiable Memory Cachde ↗Zhaoyang Zhang, Wenqi Shao, Yixiao Ge et al.3 citations
- Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated ↗Katherine Metcalf, Miguel Sarabia, Masha Fedzechkina et al.3 citations
- Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis ↗Jie Qiao, Xiang Yu, Zhengming Chen et al.3 citations
- Causally Aware Generative Adversarial Networks for Light Pollution Control ↗Yuyao Zhang, Ke You Guo, Xiao Zhou3 citations
- Ced-NeRF: A Compact and Efficient Method for Dynamic Neural Radiance Fields ↗Youtian Lin3 citations
- CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding ↗Yaoyuan Liang, Xiao Liang, Yansong Tang et al.3 citations
- Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret ↗Adam Żychowski, Andrew Perrault, Jacek Mańdziuk3 citations
- Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management ↗Bingxuan Li, Antonio Castellanos, Pengyi Shi et al.3 citations
- Component Fourier Neural Operator for Singularly Perturbed Differential Equations ↗Ye Li, Ting Du, Yiwen Pang et al.3 citations
- ConVQG: Contrastive Visual Question Generation with Multimodal Guidance ↗Li Mi, Syrielle Montariol, Javiera Castillo-Navarro et al.3 citations
- Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration ↗Wonjeong Choi, Jungwuk Park, Dong-Jun Han et al.3 citations
- Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming ↗Min-Jae Cho, Chuangchuang Sun3 citations
- ContactGen: Contact-Guided Interactive 3D Human Generation for Partners ↗Dongjun Gu, Jaehyeok Shim, Jaehoon Jang et al.3 citations
- Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation ↗Ri Cheng, Ruian He, Xuhao Jiang et al.3 citations
- Contextual Pandora’s Box ↗Alexia Atsidakou, Constantine Caramanis, Evangelia Gergatsouli et al.3 citations
- Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning ↗Guy Azran, Mohamad H. Danesh, Stefano V. Albrecht et al.3 citations
- Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild ↗Yifeng Huang, Duc Duy Nguyen, Lam Nguyen et al.3 citations
- CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems ↗Sagar Patel, Sangeetha Abdu Jyothi, Nina Narodytska3 citations
- Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs ↗Jin Li, Qirong Zhang, Shuling Xu et al.3 citations
- DCV2I: A Practical Approach for Supporting Geographers’ Visual Interpretation in Dune Segmentation with Deep Vision Models ↗Anqi Lu, Zifeng Wu, Zheng Jiang et al.3 citations
- DOGE-Train: Discrete Optimization on GPU with End-to-End Training ↗Ahmed Radie Abbas, Paul Swoboda3 citations
- DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems ↗Bowen Wang, Liang Chen, Jiaze Wang et al.3 citations
- DSD²: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free? ↗Victor Quétu, Enzo Tartaglione3 citations
- Data-Driven Structural Fire Risk Prediction for City Properties ↗Rupasree Dey, Alan Fern3 citations
- Deletion-Robust Submodular Maximization with Knapsack Constraints ↗Shuang Cui, Kai Han, He Huang3 citations
- Density Matters: Improved Core-Set for Active Domain Adaptive Segmentation ↗Shizhan Liu, Zhengkai Jiang, Yuxi Li et al.3 citations
- Designing Biological Sequences without Prior Knowledge Using Evolutionary Reinforcement Learning ↗Xi Zeng, Xiaotian Hao, Hongyao Tang et al.3 citations
- Discovering Sequential Patterns with Predictable Inter-event Delays ↗Joscha Cüppers, Paul Krieger, Jilles Vreeken3 citations
- Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks ↗Junjie Chen, Jiahao Li, Song Chen et al.3 citations
- Disentangled Partial Label Learning ↗Wei-Xuan Bao, Yong Rui, Min-Ling Zhang3 citations
- Distributed Manifold Hashing for Image Set Classification and Retrieval ↗Xiaobo Shen, Peizhuo Song, Yunhao Yuan et al.3 citations
- Doubly Perturbed Task Free Continual Learning ↗Byung Hyun Lee, Min-hwan Oh, Se Young Chun3 citations
- EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning ↗Jingtao Li, Xing Chen, Li Yang et al.3 citations
- ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation ↗Chenglong Wang, Hang Zhou, Yimin Hu et al.3 citations
- ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations ↗Muntabir Hasan Choudhury, Lamia Salsabil, William A. Ingram et al.3 citations
- Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors ↗Junren Chen, Zhaoqiang Liu3 citations
- Efficient Online Crowdsourcing with Complex Annotations ↗Reshef Meir, Viet-An Nguyen, Xu Chen et al.3 citations
- Emergent Communication for Numerical Concepts Generalization ↗Enshuai Zhou, Yifan Hao, Rui Zhang et al.3 citations
- EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization ↗Kai Wang, Haoyu Liu, Zhipeng Hu et al.3 citations
- End-to-End Verification for Subgraph Solving ↗Stephan Gocht, Ciaran McCreesh, Magnus O. Myreen et al.3 citations
- Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations ↗Yejin Jeon, Yunsu Kim, Gary Geunbae Lee3 citations
- Episodic Return Decomposition by Difference of Implicitly Assigned Sub-trajectory Reward ↗Haoxin Lin, Hongqiu Wu, Jiaji Zhang et al.3 citations
- Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology ↗Foivos Fioravantes, Dušan Knop, Jan Matyáš Křišťan et al.3 citations
- Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families ↗Russell Tsuchida, Cheng Soon Ong, Dino Sejdinović3 citations
- Exploiting Geometry for Treatment Effect Estimation via Optimal Transport ↗Yuguang Yan, Zeqin Yang, Weilin Chen et al.3 citations
- FAIR-FER: A Latent Alignment Approach for Mitigating Bias in Facial Expression Recognition (Student Abstract) ↗Syed Sameen Ahmad Rizvi, Aryan Seth, Pratik Narang3 citations
- FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System ↗Yongsen Zheng, Ziliang Chen, Jinghui Qin et al.3 citations
- FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels ↗Errikos Streviniotis, Athina Georgara, Filippo Bistaffa et al.3 citations
- FairWASP: Fast and Optimal Fair Wasserstein Pre-processing ↗Zikai Xiong, Niccolò Dalmasso, Alan Mishler et al.3 citations
- Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples ↗Shreyas Havaldar, Jatin Chauhan, Karthikeyan Shanmugam et al.3 citations
- Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization ↗Jin Liu, Xiaokang Pan, Junwen Duan et al.3 citations
- Federated X-armed Bandit ↗Wenjie Li, Qifan Song, Jean Honorio et al.3 citations
- Few-Shot Learning via Repurposing Ensemble of Black-Box Models ↗Minh Hoang, Trong Nghia Hoang3 citations
- Few-Shot Neural Radiance Fields under Unconstrained Illumination ↗Seokyeong Lee, JunYong Choi, Seungryong Kim et al.3 citations
- Find the Lady: Permutation and Re-synchronization of Deep Neural Networks ↗Carl De Sousa Trias, Mihai Mitrea, Attilio Fiandrotti et al.3 citations
- Finding Interpretable Class-Specific Patterns through Efficient Neural Search ↗Nils Philipp Walter, Jonas Fischer, Jilles Vreeken3 citations
- Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields ↗Chaoyi Ai, Kewei Tu3 citations
- From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation ↗Xinhao Chen, Chong Yang, Changzhi Sun et al.3 citations
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