Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers
- Social Relation Reasoning Based on Triangular Constraints ↗Yunfei Guo, Fei Yin, Wei Feng et al.11 citations
- Towards Global Video Scene Segmentation with Context-Aware Transformer ↗Yang Yang, Yurui Huang, Wei-Li Guo et al.11 citations
- Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network ↗Haowei Wang, Jiayi Ji, Yiyi Zhou et al.11 citations
- Towards Real-Time Segmentation on the Edge ↗Yanyu Li, Changdi Yang, Pu Zhao et al.11 citations
- Towards Verifying the Geometric Robustness of Large-Scale Neural Networks ↗Fu Wang, Peipei Xu, Wenjie Ruan et al.11 citations
- Understanding and Enhancing Robustness of Concept-Based Models ↗Sanchit Sinha, Mengdi Huai, Jianhui Sun et al.11 citations
- Video-Text Pre-training with Learned Regions for Retrieval ↗Rui Yan, Mike Zheng Shou, Yixiao Ge et al.11 citations
- XClusters: Explainability-First Clustering ↗Hyunseung Hwang, Steven Euijong Whang11 citations
- A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise ↗Jongwoo Ko, Bongsoo Yi, Se-Young Yun10 citations
- A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER ↗Jinpeng Hu, DanDan Guo, Yang Liu et al.10 citations
- AI Made by Youth: A Conversational AI Curriculum for Middle School Summer Camps ↗Yukyeong Song, Gloria Ashiya Katuka, Joanne R. Barrett et al.10 citations
- Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks ↗Yihan Wu, Aleksandar Bojchevski, Heng Huang10 citations
- Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime ↗Junfan Chen, Richong Zhang, Zheyan Luo et al.10 citations
- Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors ↗Jingtao Li, Xinyu Wang, Hengwei Zhao et al.10 citations
- Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism ↗Cheonjun Park, Min-Cheol Park, Hyun Jae Oh et al.10 citations
- Ballot Length in Instant Runoff Voting ↗Kiran Tomlinson, Johan H. Ugander, Jon M. Kleinberg10 citations
- CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness ↗Huy Phan, Miao Yin, Yang Sui et al.10 citations
- Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction ↗Yu Ping Zhao, Pan Deng, Junting Liu et al.10 citations
- Class-Independent Regularization for Learning with Noisy Labels ↗Rumeng Yi, Dayan Guan, Yaping Huang et al.10 citations
- Coarse2Fine: Local Consistency Aware Re-prediction for Weakly Supervised Object Localization ↗Yixuan Pan, Yao Yao, Yichao Cao et al.10 citations
- Counterfactual Fairness Is Basically Demographic Parity ↗Lucas Rosenblatt, R. Teal Witter10 citations
- Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization ↗Peijun Bao, Wenhan Yang, Boon Poh Ng et al.10 citations
- Develop AI Teaching and Learning Resources for Compulsory Education in China ↗Jiachen Song, Jinglei Yu, Yan Li et al.10 citations
- Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs ↗Dingmin Wang, Yeyuan Chen, Bernardo Cuenca Grau10 citations
- Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits ↗Zhiyong Wang, Xutong Liu, Shuai Li et al.10 citations
- Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout ↗Yuanyuan Chen, Zichen Chen, Sheng Guo et al.10 citations
- Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness ↗Yi Cai, Xuefei Ning, Huazhong Yang et al.10 citations
- Exploring Artificial Intelligence in English Language Arts with StoryQ ↗Jie Chao, Rebecca Ellis, Shiyan Jiang et al.10 citations
- FedABC: Targeting Fair Competition in Personalized Federated Learning ↗Dui Wang, Li Shen, Yong Luo et al.10 citations
- Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion ↗Zuchao Li, Ruhan Gong, Yineng Chen et al.10 citations
- GAN-Based Domain Inference Attack ↗Yuechun Gu, Keke Chen10 citations
- GMDNet: A Graph-Based Mixture Density Network for Estimating Packages’ Multimodal Travel Time Distribution ↗Xiaowei Mao, Huaiyu Wan, Haomin Wen et al.10 citations
- GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer ↗Miao Yin, Burak Uzkent, Yilin Shen et al.10 citations
- GPTR: Gestalt-Perception Transformer for Diagram Object Detection ↗Xin Hu, Lingling Zhang, Jun Liu et al.10 citations
- Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos ↗Ruikui Wang, Yuanfang Guo, Yunhong Wang10 citations
- Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus ↗Yudong Xu, Elias B. Khalil, Scott Sanner10 citations
- Improving Distantly Supervised Relation Extraction by Natural Language Inference ↗Kang Qu Zhou, Qiao Qiao, Yuepei Li et al.10 citations
- Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration ↗Wei Ding, Siyang Jiang, Hsi-Wen Chen et al.10 citations
- Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees ↗Artjom Zern, Klaus Broelemann, Gjergji Kasneci10 citations
- KT-Net: Knowledge Transfer for Unpaired 3D Shape Completion ↗Zhen Xing Cao, Wenxiao Zhang, Xin Wen et al.10 citations
- Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain ↗Yujun Huang, Bin Chen, Shiyu Qin et al.10 citations
- Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams ↗Yukun Cao, Yuan Feng, Xike Xie10 citations
- MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis ↗Weiqin Zhao, Shujun Wang, Maximus C.F. Yeung et al.10 citations
- ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data ↗Zhaolin Yuan, Xiaojuan Ban, Zixuan Zhang et al.10 citations
- PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers ↗Namgyu Kang, Byeonghyeon Lee, Youngjoon Hong et al.10 citations
- PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets ↗Jinghui Lu, Rui Zhao, Brian Mac Namee et al.10 citations
- Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts ↗Aniruddha Adiga, Gursharn Kaur, Lijing Wang et al.10 citations
- Policy-Adaptive Estimator Selection for Off-Policy Evaluation ↗Takuma Udagawa, Haruka Kiyohara, Yusuke Narita et al.10 citations
- PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks ↗Anandsingh Chauhan, Mayank Baranwal, Ansuma Basumatary10 citations
- Predicting Temporal Sets with Simplified Fully Connected Networks ↗Le Yu, Zihang Liu, Tongyu Zhu et al.10 citations
- Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization ↗Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu et al.10 citations
- RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning ↗Boxuan Zhao, Jun Zhang, Deheng Ye et al.10 citations
- Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering ↗Shouheng Li, Dongwoo Kim, Qing Wang10 citations
- SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies ↗Fan Zhou, Chen Pan, Lintao Ma et al.10 citations
- SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER ↗Pengnian Qi, Biao Qin10 citations
- Safe Policy Improvement for POMDPs via Finite-State Controllers ↗Thiago D. Simão, Marnix Suilen, Nils Jansen10 citations
- Safeguarded Learned Convex Optimization ↗Howard Heaton, Xiaohan Chen, Zhangyang Wang et al.10 citations
- Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria ↗Yiqiao Liao, Parinaz Naghizadeh10 citations
- SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence ↗Hayden Gunraj, Paul K. Guerrier, Sheldon Fernandez et al.10 citations
- Supervised Contrastive Few-Shot Learning for High-Frequency Time Series ↗Xi Chen, Cheng Ge, Ming Wang et al.10 citations
- Towards Automated Modeling Assistance: An Efficient Approach for Repairing Flawed Planning Domains ↗Songtuan Lin, Alban Grastien, Pascal Bercher10 citations
- User-Controllable Arbitrary Style Transfer via Entropy Regularization ↗Jiaxin Cheng, Yue Wu, Ayush Jaiswal et al.10 citations
- Weather2vec: Representation Learning for Causal Inference with Non-local Confounding in Air Pollution and Climate Studies ↗Mauricio Tec, James G. Scott, Corwin Matthew Zigler10 citations
- 3D Human Pose Lifting with Grid Convolution ↗Yangyuxuan Kang, Yuyang Liu, Anbang Yao et al.9 citations
- A Generalized Scalarization Method for Evolutionary Multi-Objective Optimization ↗Ruihao Zheng, Zhenkun Wang9 citations
- A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation ↗Berker Banar, Nick Bryan–Kinns, Simon Colton9 citations
- AI Model Factory: Scaling AI for Industry 4.0 Applications ↗Dhaval J. Patel, Shuxin Lin, Dhruv Shah et al.9 citations
- AMOM: Adaptive Masking over Masking for Conditional Masked Language Model ↗Yisheng Xiao, Ruiyang Xu, Lijun Wu et al.9 citations
- Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics ↗Yiqun Xie, Zhili Li, Han Bao et al.9 citations
- Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion ↗Hengzhi Pei, Jinman Zhao, Leonard Lausen et al.9 citations
- Blending Advertising with Organic Content in E-commerce via Virtual Bids ↗Carlos Carrion, Zenan Wang, Harikesh S. Nair et al.9 citations
- CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame ↗Yujing Lou, Zelin Ye, Yang You et al.9 citations
- Class Fairness in Online Matching ↗Hadi Hosseini, Zhiyi Huang, Ayumi Igarashi et al.9 citations
- Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards ↗Giacomo Frisoni, Paolo Italiani, Stefano Salvatori et al.9 citations
- Contrastive Classification and Representation Learning with Probabilistic Interpretation ↗Rahaf Aljundi, Yash Patel, Milan Šulc et al.9 citations
- Contrastive Multi-Task Dense Prediction ↗Siwei Yang, Hanrong Ye, Dan Xu9 citations
- Converge to the Truth: Factual Error Correction via Iterative Constrained Editing ↗Jiangjie Chen, Rui Xu, Wenxuan Zeng et al.9 citations
- Decision-Making Context Interaction Network for Click-Through Rate Prediction ↗Xiang Li, Shuwei Chen, Jian Dong et al.9 citations
- Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking ↗Jing Xu, Dandan Song, Chong Liu et al.9 citations
- Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting ↗Tony Gracious, Ambedkar Dukkipati9 citations
- EMEF: Ensemble Multi-Exposure Image Fusion ↗Renshuai Liu, Chengyang Li, Haitao Cao et al.9 citations
- Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer ↗Min Peng, Chongyang Wang, Yu Shi et al.9 citations
- Exploring Social Biases of Large Language Models in a College Artificial Intelligence Course ↗Skylar Kolisko, Carolyn Jane Anderson9 citations
- Expressive Optimal Temporal Planning via Optimization Modulo Theory ↗Stefan Panjkovic, Andrea Micheli9 citations
- FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks ↗Jinmin Li, Tao Dai, Mingyan Zhu et al.9 citations
- Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness ↗Bao Gia Doan, Shuiqiao Yang, Paul Montague et al.9 citations
- FlowFace: Semantic Flow-Guided Shape-Aware Face Swapping ↗Hao Zeng, Wei Zhang, Changjie Fan et al.9 citations
- Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition ↗Qing Yu, Kent Fujiwara9 citations
- Graph Structure Learning on User Mobility Data for Social Relationship Inference ↗Guangming Qin, Lexue Song, Yanwei Yu et al.9 citations
- Hierarchical Text Classification as Sub-hierarchy Sequence Generation ↗SangHun Im, GiBaeg Kim, Heung‐Seon Oh et al.9 citations
- Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax ↗Yang Liu, Yu Rong, Zhuoning Guo et al.9 citations
- Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem ↗Yanli Liu, Jiming Zhao, Chu-Min Li et al.9 citations
- Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data ↗Yuhao Zhang, Chen Xu, Bojie Hu et al.9 citations
- Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers ↗Xuyang Li, Yipu Zhang, Xuemei Xie et al.9 citations
- Jointly Imputing Multi-View Data with Optimal Transport ↗Yangyang Wu, Xiaoye Miao, Xinyu Huang et al.9 citations
- Knowledge Graph Embedding by Normalizing Flows ↗C. Xiao, Xiangnan He, Yixin Cao9 citations
- Large-State Reinforcement Learning for Hyper-Heuristics ↗Lucas Kletzander, Nysret Musliu9 citations
- Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA ↗Yongxin Zhu, Zhen Liu, Yukang Liang et al.9 citations
- Multispectral Invisible Coating: Laminated Visible-Thermal Physical Attack against Multispectral Object Detectors Using Transparent Low-E Films ↗Taeheon Kim, Youngjoon Yu, Yong Man Ro9 citations
- Neural Architecture Search for Wide Spectrum Adversarial Robustness ↗Zhi Cheng, Yanxi Li, Minjing Dong et al.9 citations
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