Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

2,019 papers · page 12 of 21 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2023

EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition ↗Yang Liu, Jinpeng Hu, Zhihong Chen et al.6 citations
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary ↗Xiaokang Liu, Jianquan Li, Jingjing Mu et al.6 citations
Few-Shot Composition Learning for Image Retrieval with Prompt Tuning ↗Junda Wu, Rui Wang, Handong Zhao et al.6 citations
From Monopoly to Competition: Optimal Contests Prevail ↗Xiaotie Deng, Yotam Gafni, Ron Lavi et al.6 citations
Generalizing Downsampling from Regular Data to Graphs ↗Davide Bacciu, Alessio Conte, Francesco Landolfi6 citations
Geometry-Aware Network for Domain Adaptive Semantic Segmentation ↗Yinghong Liao, Wending Zhou, Xu Yan et al.6 citations
Hypernetworks for Zero-Shot Transfer in Reinforcement Learning ↗Sahand Rezaei-Shoshtari, Charlotte Morissette, François Robert Hogan et al.6 citations
Identifying and Eliminating Majority Illusion in Social Networks ↗Umberto Grandi, Lawqueen Kanesh, Grzegorz Lisowski et al.6 citations
Implicit Stochastic Gradient Descent for Training Physics-Informed Neural Networks ↗Ye Li, Songcan Chen, Sheng-Jun Huang6 citations
Improving Interpretability via Explicit Word Interaction Graph Layer ↗Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava et al.6 citations
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care ↗Shresth Verma, Gargi Singh, Aditya Mate et al.6 citations
Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection ↗Peter B. Henderson, Ben Chugg, Brandon Anderson et al.6 citations
Kajibuntan: A House Chore Division App ↗Ayumi Igarashi, Tomohiko Yokoyama6 citations
LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning ↗Chunyan Li, Junfeng Yao, Jinsong Su et al.6 citations
Latent Autoregressive Source Separation ↗Emilian Postolache, Giorgio Mariani, Michele Mancusi et al.6 citations
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild ↗Jucai Zhai, Pengcheng Zeng, Chihao Ma et al.6 citations
Learning Pessimism for Reinforcement Learning ↗Edoardo Cetin, Oya Çeliktutan6 citations
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning ↗Qi Tian, Kun Kuang, Furui Liu et al.6 citations
Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation ↗Yunpeng Li, Yue Hu, Yajing Sun et al.6 citations
Linking Sketch Patches by Learning Synonymous Proximity for Graphic Sketch Representation ↗Sicong Zang, Shikui Tu, Lei Xu6 citations
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction ↗Dylan Sam, J. Zico Kolter6 citations
Memory-Augmented Theory of Mind Network ↗Dung Hoang Nguyen, Phuoc Nguyen, Hung Lê et al.6 citations
Memory-Oriented Structural Pruning for Efficient Image Restoration ↗Xiangsheng Shi, Xuefei Ning, Lidong Guo et al.6 citations
Meta-Auxiliary Learning for Adaptive Human Pose Prediction ↗Qiongjie Cui, Huaijiang Sun, Jianfeng Lu et al.6 citations
Misspecification in Inverse Reinforcement Learning ↗Joar Skalse, Alessandro Abate6 citations
Monitoring Arithmetic Temporal Properties on Finite Traces ↗Paolo Felli, Marco Montali, Fabio Patrizi et al.6 citations
Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning ↗Lu Jiang, Yibin Wang, Jianan Wang et al.6 citations
Normalizing Flow Ensembles for Rich Aleatoric and Epistemic Uncertainty Modeling ↗Lucas Berry, David Meger6 citations
OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data ↗Ivan Zvonkov, Gabriel Tseng, Catherine Nakalembe et al.6 citations
Practical Cross-System Shilling Attacks with Limited Access to Data ↗Meifang Zeng, Ke Li, Bingchuan Jiang et al.6 citations
Practical Parallel Algorithms for Submodular Maximization Subject to a Knapsack Constraint with Nearly Optimal Adaptivity ↗Shuang Cui, Kai Han, Jing Tang et al.6 citations
Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation ↗Junwei Zhang, Ruifang He, Fengyu Guo6 citations
RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer ↗Pei Guo, Yisheng Xiao, Juntao Li et al.6 citations
Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers ↗Naveed Akhtar, Mohammad A. A. K. Jalwana6 citations
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education ↗Mohammad Asadi, Vinitra Swamy, Jibril Frej et al.6 citations
Robust Average-Reward Markov Decision Processes ↗Yue Wang, Alvaro Velasquez, George Atia et al.6 citations
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph ↗Yuxing Long, Binyuan Hui, Fulong Ye et al.6 citations
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training ↗Weihong Zhong, Mao Sheng Zheng, Duyu Tang et al.6 citations
Scene Graph to Image Synthesis via Knowledge Consensus ↗Yang Wu, Pengxu Wei, Liang Lin6 citations
Semantic 3D-Aware Portrait Synthesis and Manipulation Based on Compositional Neural Radiance Field ↗Tianxiang Ma, Bingchuan Li, Qian He et al.6 citations
Stop-Gradient Softmax Loss for Deep Metric Learning ↗Yang Lu, Peng Wang, Yanning Zhang6 citations
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition ↗Wenda Zhao, Ruikai Yang, Yu Liu et al.6 citations
T-distributed Spherical Feature Representation for Imbalanced Classification ↗Xiaoyu Yang, Yufei Chen, Xiaodong Yue et al.6 citations
Task-Specific Scene Structure Representations ↗Jisu Shin, Seung-Hyun Shin, Hae‐Gon Jeon6 citations
The Effect of Diversity in Meta-Learning ↗Ramnath Kumar, Tristan Deleu, Yoshua Bengio6 citations
The Implicit Regularization of Momentum Gradient Descent in Overparametrized Models ↗Ke Wang, Zhiguo Fu, Yingcong Zhou et al.6 citations
Topological Distance Games ↗Martin Bullinger, Warut Suksompong6 citations
Towards Robust Metrics for Concept Representation Evaluation ↗Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams et al.6 citations
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training ↗Yuting Ning, Zhenya Huang, Xin Lin et al.6 citations
Tricking the Hashing Trick: A Tight Lower Bound on the Robustness of CountSketch to Adaptive Inputs ↗Edith Cohen, Jelani Nelson, Tamás Sarlós et al.6 citations
Universe Points Representation Learning for Partial Multi-Graph Matching ↗Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard6 citations
Which Shortcut Solution Do Question Answering Models Prefer to Learn? ↗Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa6 citations
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance ↗Vanshaj Khattar, Ming Jin6 citations
A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection ↗Wenhao Wang, Yifan Sun, Yi Ping Yang5 citations
A Composite Multi-Attention Framework for Intraoperative Hypotension Early Warning ↗Feng Lu, Wei Li, Zhiqiang Zhou et al.5 citations
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya ↗Wenbo Zhang, Hangzhi Guo, Prerna R. Ranganathan et al.5 citations
A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games ↗Chen Chu, Zheng Yuan, Shuyue Hu et al.5 citations
A Provable Framework of Learning Graph Embeddings via Summarization ↗Houquan Zhou, Shenghua Liu, Danai Koutra et al.5 citations
A Risk-Sensitive Approach to Policy Optimization ↗J. Markowitz, Ryan W. Gardner, Ashley J. Llorens et al.5 citations
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm ↗Qinbo Bai, Amrit Singh Bedi, Vaneet Aggarwal5 citations
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models ↗Pasquale Minervini, Luca Franceschi, Mathias Niepert5 citations
Approval-Based Voting with Mixed Goods ↗Xinhang Lu, Jannik Peters, Haris Aziz et al.5 citations
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling ↗Clay H. Yoo, Ashiqur R. KhudaBukhsh5 citations
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization ↗Lin Long Zhu, Xinbing Wang, Chenghu Zhou et al.5 citations
Better Peer Grading through Bayesian Inference ↗Hedayat Zarkoob, Greg d'Eon, Lena Podina et al.5 citations
C-NTPP: Learning Cluster-Aware Neural Temporal Point Process ↗Fangyu Ding, Junchi Yan, Haiyang Wang5 citations
CCQ: Cross-Class Query Network for Partially Labeled Organ Segmentation ↗Xuyang Liu, Bingbing Wen, Sibei Yang5 citations
Can We Find Strong Lottery Tickets in Generative Models? ↗Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn et al.5 citations
Certifiable Out-of-Distribution Generalization ↗Nanyang Ye, Lin Zhu, Wang Jia et al.5 citations
Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment ↗Bowen Zhao, Chen Chen, Qian-Wei Wang et al.5 citations
Combining Adversaries with Anti-adversaries in Training ↗Xiaoling Zhou, Nan Yang, Ou Wu5 citations
Competition, Alignment, and Equilibria in Digital Marketplaces ↗Meena Jagadeesan, Michael I. Jordan, Nika Haghtalab5 citations
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility ↗Rohit Gupta, Naveed Akhtar, Ajmal Saeed Mian et al.5 citations
Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning ↗Cong Wang, Zhiwei Jiang, Yafeng Yin et al.5 citations
ConvNTM: Conversational Neural Topic Model ↗Hongda Sun, Quan Tu, Jinpeng Li et al.5 citations
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation ↗Hui Sun, Zheng yu Xie, Xinye Li et al.5 citations
Correct-by-Construction Reinforcement Learning of Cardiac Pacemakers from Duration Calculus Requirements ↗Kalyani Dole, Ashutosh Gupta, John Komp et al.5 citations
DetAIL: A Tool to Automatically Detect and Analyze Drift in Language ↗Nishtha Madaan, Adithya Manjunatha, Hrithik Nambiar et al.5 citations
Diffeomorphic Information Neural Estimation ↗Bao Duong, Thin Nguyen5 citations
Differentially Private Nonlinear Causal Discovery from Numerical Data ↗Hao Zhang, Yewei Xia, Yixin Ren et al.5 citations
Doodle to Object: Practical Zero-Shot Sketch-Based 3D Shape Retrieval ↗Bingrui Wang, Yuan Zhou5 citations
Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits ↗Wonyoung Kim, Kyungbok Lee, Myunghee Cho Paik5 citations
Effective Integration of Weighted Cost-to-Go and Conflict Heuristic within Suboptimal CBS ↗Rishi Veerapaneni, Tushar Kusnur, Maxim A. Likhachev5 citations
Efficient Algorithms for Regret Minimization in Billboard Advertisement (Student Abstract) ↗Dildar Ali, Ankit Kumar Bhagat, Suman Banerjee et al.5 citations
Efficient Exploration in Resource-Restricted Reinforcement Learning ↗Zhihai Wang, Taoxing Pan, Qi Zhou et al.5 citations
Embodied, Intelligent Communication for Multi-Agent Cooperation ↗Esmaeil Seraj5 citations
Equivariant Message Passing Neural Network for Crystal Material Discovery ↗Astrid Klipfel, Zied Bouraoui, Olivier Peltre et al.5 citations
Estimating Regression Predictive Distributions with Sample Networks ↗Ali Harakeh, Jordan S. K. Hu, Naiqing Guan et al.5 citations
Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract) ↗Kevin Li, Rahul Duggal, Duen Horng Chau5 citations
Explaining Random Forests Using Bipolar Argumentation and Markov Networks ↗Nico Potyka, Xiang Yin, Francesca Toni5 citations
Fairness Concepts for Indivisible Items with Externalities ↗Haris Aziz, Warut Suksompong, Zhaohong Sun et al.5 citations
Fault-Tolerant Offline Multi-Agent Path Planning ↗Keisuke Okumura, Sébastien Tixeuil5 citations
Food Information Engineering: A Systematic Literature Review ↗Azanzi Jiomekong5 citations
Formally Verified Solution Methods for Markov Decision Processes ↗Maximilian Schäffeler, Mohammad Abdulaziz5 citations
Frequency Selective Augmentation for Video Representation Learning ↗Jinhyung Kim, Taeoh Kim, Minho Shim et al.5 citations
GENNAPE: Towards Generalized Neural Architecture Performance Estimators ↗Keith G. Mills, Fred X. Han, Jialin Zhang et al.5 citations
GLUECons: A Generic Benchmark for Learning under Constraints ↗Hossein Rajaby Faghihi, Aliakbar Nafar, Zheng Chen et al.5 citations
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework ↗Jian Guan, Zhenyu Yang, Rongsheng Zhang et al.5 citations
Global Convergence of Two-Timescale Actor-Critic for Solving Linear Quadratic Regulator ↗Xuyang Chen, Jingliang Duan, Yingbin Liang et al.5 citations
GradPU: Positive-Unlabeled Learning via Gradient Penalty and Positive Upweighting ↗Songmin Dai, Xiaoqiang Li, Yue Zhou et al.5 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers