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

2,019 papers · page 10 of 21 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2023

Neural TSP Solver with Progressive Distillation ↗Dongxiang Zhang, Ziyang Xiao, Yuan Wang et al.9 citations
Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching ↗Lantao Yu, Tianhe Yu, Jiaming Song et al.9 citations
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds ↗Ming Jin, Vanshaj Khattar, Harshal D. Kaushik et al.9 citations
Only a Few Classes Confusing: Pixel-Wise Candidate Labels Disambiguation for Foggy Scene Understanding ↗Liang Liao, Wenyi Chen, Zhen Zhang et al.9 citations
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance ↗Xiang Li, Haoyuan Cao, Shijie Zhao et al.9 citations
Positional Label for Self-Supervised Vision Transformer ↗Zhemin Zhang, Xun Gong9 citations
Pre-training with Scientific Text Improves Educational Question Generation (Student Abstract) ↗Hamze Muse, Sahan Bulathwela, Emine Yılmaz9 citations
Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling ↗Ce Zheng, Yiming Wang, Baobao Chang9 citations
Query-Aware Quantization for Maximum Inner Product Search ↗Jin Zhang, Defu Lian, Haodi Zhang et al.9 citations
RAFaRe: Learning Robust and Accurate Non-parametric 3D Face Reconstruction from Pseudo 2D&3D Pairs ↗Longwei Guo, Hao Zhu, Yuanxun Lu et al.9 citations
Representation with Incomplete Votes ↗Daniel Halpern, Gregory Kehne, Ariel D. Procaccia et al.9 citations
Reward-Based Negotiating Agent Strategies ↗Ryota Higa, Katsuhide Fujita, Toki Takahashi et al.9 citations
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation ↗Seokbeom Song, Suhyeon Lee, Hongje Seong et al.9 citations
Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision ↗Ce Ge, Jingyu Wang, Qi Qi et al.9 citations
Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information ↗Qingyun Sun, Jianxin Li, Beining Yang et al.9 citations
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation ↗Guoqiang Sun, Yibin Shen, Sijin Zhou et al.9 citations
ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories ↗Zijian Zhang, Zhou Li Zhao, Jun Yu et al.9 citations
Solving Explainability Queries with Quantification: The Case of Feature Relevancy ↗Xuanxiang Huang, Yacine Izza, João P. Marques-Silva9 citations
Structure Flow-Guided Network for Real Depth Super-resolution ↗Jiayi Yuan, Haobo Jiang, Xiang Li et al.9 citations
Task and Model Agnostic Adversarial Attack on Graph Neural Networks ↗Kartik Sharma, Samidha Verma, Sourav Medya et al.9 citations
Towards Inference Efficient Deep Ensemble Learning ↗Ziyue Li, Kan Ren, Yifan Yang et al.9 citations
Unifying Vision-Language Representation Space with Single-Tower Transformer ↗Jiho Jang, Chaerin Kong, Donghyeon Jeon et al.9 citations
Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning ↗Yunke Wang, Bo Du, Chang Xu9 citations
VASR: Visual Analogies of Situation Recognition ↗Yonatan Bitton, Ron Yosef, Eli Strugo et al.9 citations
Variable-Based Calibration for Machine Learning Classifiers ↗Markelle Kelly, Padhraic Smyth9 citations
When Congestion Games Meet Mobile Crowdsourcing: Selective Information Disclosure ↗Hongbo Li, Lingjie Duan9 citations
Action-Conditioned Generation of Bimanual Object Manipulation Sequences ↗Haziq Razali, Yiannis Demiris8 citations
AlphaRoute: Large-Scale Coordinated Route Planning via Monte Carlo Tree Search ↗Guiyang Luo, Yantao Wang, Hui Zhang et al.8 citations
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes ↗Chao Qu, Xiaoyu Tan, Siqiao Xue et al.8 citations
Better Generalized Few-Shot Learning Even without Base Data ↗Seong-Woong Kim, Dong-Wan Choi8 citations
Bidirectional Optical Flow NeRF: High Accuracy and High Quality under Fewer Views ↗Shuo Chen, Binbin Yan, Xinzhu Sang et al.8 citations
CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration ↗Qisong Yang, Matthijs T. J. Spaan8 citations
CFFT-GAN: Cross-Domain Feature Fusion Transformer for Exemplar-Based Image Translation ↗Tianxiang Ma, Bingchuan Li, Wei Liu et al.8 citations
Causes of Stability in Dynamic Coalition Formation ↗Niclas Boehmer, Martin Bullinger, Anna Maria Kerkmann8 citations
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning ↗Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino et al.8 citations
Circuit Minimization with QBF-Based Exact Synthesis ↗Franz-Xaver Reichl, Friedrich Slivovsky, Stefan Szeider8 citations
Concurrent Multi-Label Prediction in Event Streams ↗Xiao Shou, Tian Gao, Dharmashankar Subramanian et al.8 citations
Continual Variational Autoencoder via Continual Generative Knowledge Distillation ↗Fei Ye, Adrian G. Borş8 citations
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing ↗Haoran Luo, E Haihong, Tan Ling et al.8 citations
Deep Attentive Model for Knowledge Tracing ↗Xinping Wang, Liangyu Chen, Min Zhang8 citations
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse ↗Liwei Huang, Zhengyu Ma, Liutao Yu et al.8 citations
Domain Generalised Faster R-CNN ↗Karthik Seemakurthy, Charles Fox, Erchan Aptoula et al.8 citations
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs ↗Alireza Ganjdanesh, Shangqian Gao, Heng Huang8 citations
Explaining Model Confidence Using Counterfactuals ↗Thao N. Le, Tim Miller, Ronal Singh et al.8 citations
Exploring Stochastic Autoregressive Image Modeling for Visual Representation ↗Qi Yu, Fan Yang, Yousong Zhu et al.8 citations
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results ↗Nathanael Jo, Bill Tang, Kathryn Dullerud et al.8 citations
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression ↗Zhiyu Pan, Yinpeng Chen, Jiale Zhang et al.8 citations
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment ↗Qiuhao Zeng, Wei Wang, Fan Zhou et al.8 citations
Grouping Matrix Based Graph Pooling with Adaptive Number of Clusters ↗Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong et al.8 citations
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder ↗Ziqi Gao, Yifan Niu, Jiashun Cheng et al.8 citations
Human Assisted Learning by Evolutionary Multi-Objective Optimization ↗Dan-Xuan Liu, Xin Mu, Chao Qian8 citations
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding ↗Hongliang He, Junlei Zhang, Zhenzhong Lan et al.8 citations
Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering ↗Yao Jin, Guocheng Niu, Xinyan Xiao et al.8 citations
LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation ↗Jiguo Liu, Chao Liu, Nan Li et al.8 citations
LANCER: A Lifetime-Aware News Recommender System ↗Hong-Kyun Bae, Jeewon Ahn, Dongwon Lee et al.8 citations
Learn More for Food Recognition via Progressive Self-Distillation ↗Yaohui Zhu, Linhu Liu, Tian Jiang8 citations
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions ↗Anson Bastos, Abhishek Nadgeri, Kuldeep Singh et al.8 citations
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning ↗Jiayu Liu, Zhenya Huang, ChengXiang Zhai et al.8 citations
Learning to Defer with Limited Expert Predictions ↗Patrick Hemmer, Lukas Thede, Michael Vössing et al.8 citations
Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features ↗Lei Wang, Zejian Yuan, Badong Chen8 citations
Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking ↗Jinyu Guo, Kai Shuang, Kaihang Zhang et al.8 citations
Learning to Select from Multiple Options ↗Jiangshu Du, Wenpeng Yin, Congying Xia et al.8 citations
Local Path Integration for Attribution ↗Peiyu Yang, Naveed Akhtar, Zeyi Wen et al.8 citations
Local-Global Defense against Unsupervised Adversarial Attacks on Graphs ↗Di Jin, Bingdao Feng, Siqi Guo et al.8 citations
MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract) ↗Xuan Liu, Siqi Cai, Lin Li et al.8 citations
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning ↗Weiguo Pian, Hanyu Peng, Xunzhu Tang et al.8 citations
Multi-Level Compositional Reasoning for Interactive Instruction Following ↗Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi8 citations
Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud ↗Yejin Lee, Donghyun Lee, Junguk Hong et al.8 citations
On the Effectiveness of Curriculum Learning in Educational Text Scoring ↗Zijie Zeng, Dragan Gašević, Guangliang Chen8 citations
Optimal Sparse Regression Trees ↗Rui Zhang, Rui Xin, Margo Seltzer et al.8 citations
Out-of-Distribution Generalization by Neural-Symbolic Joint Training ↗Anji Liu, Hongming Xu, Guy Van den Broeck et al.8 citations
People Taking Photos That Faces Never Share: Privacy Protection and Fairness Enhancement from Camera to User ↗Junjie Zhu, Lin Gu, Xiaoxiao Wu et al.8 citations
Poisoning-Based Backdoor Attacks in Computer Vision ↗Yiming Li8 citations
Progressive Neighborhood Aggregation for Semantic Segmentation Refinement ↗Ting Liu, Yunchao Wei, Yanning Zhang8 citations
Proportional Decisions in Perpetual Voting ↗Martin Lackner, Jan Maly8 citations
Provable Detection of Propagating Sampling Bias in Prediction Models ↗Pavan Ravishankar, Qingyu Mo, Edward McFowland et al.8 citations
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization ↗Mirco Mutti, Riccardo De Santi, Emanuele Rossi et al.8 citations
Rank Aggregation Using Scoring Rules ↗Niclas Boehmer, Robert Bredereck, Dominik Peters8 citations
Reinforced Approximate Exploratory Data Analysis ↗Shaddy Garg, Subrata Mitra, Tong Yu et al.8 citations
Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning ↗Young Wu, Jeremy McMahan, Xiaojin Zhu et al.8 citations
Rich Event Modeling for Script Event Prediction ↗Long Bai, Saiping Guan, Zixuan Li et al.8 citations
Robust Neuro-Symbolic Goal and Plan Recognition ↗Leonardo Amado, Ramon Fraga Pereira, Felipe Rech Meneguzzi8 citations
Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows ↗Youngseo Kim, Danushka Edirimanna, Michael Wilbur et al.8 citations
SEAT: Stable and Explainable Attention ↗Lijie Hu, Yixin Liu, Ninghao Liu et al.8 citations
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers ↗Daniel Silver, Tirthak Patel, Aditya Ranjan et al.8 citations
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health ↗Kai Wang, Shresth Verma, Aditya Mate et al.8 citations
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement ↗Xinmeng Xu, Weiping Tu, Yuhong Yang8 citations
State-Conditioned Adversarial Subgoal Generation ↗Vivienne Wang, Joni Pajarinen, Tinghuai Wang et al.8 citations
SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines ↗Shizun Wang, Weihong Zeng, Xu Wang et al.8 citations
TUTORING: Instruction-Grounded Conversational Agent for Language Learners ↗Hyungjoo Chae, Minjin Kim, Chaehyeong Kim et al.8 citations
Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions ↗Achim Hekler, Titus Josef Brinker, Florian Buettner8 citations
The Influence of Dimensions on the Complexity of Computing Decision Trees ↗Stephen Kobourov, Maarten Löffler, Fabrizio Montecchiani et al.8 citations
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning ↗Yuanzhuo Xu, Xiaoguang Niu, Jie Yang et al.8 citations
UniSyn: An End-to-End Unified Model for Text-to-Speech and Singing Voice Synthesis ↗Yi Lei, Shan Yang, Xinsheng Wang et al.8 citations
Utility Maximizer or Value Maximizer: Mechanism Design for Mixed Bidders in Online Advertising ↗Hongtao Lv, Zhilin Zhang, Zhenzhe Zheng et al.8 citations
Video-Audio Domain Generalization via Confounder Disentanglement ↗Shengyu Zhang, Xu-Sheng Feng, Wenyan Fan et al.8 citations
Weakly Supervised 3D Segmentation via Receptive-Driven Pseudo Label Consistency and Structural Consistency ↗Yuxiang Lan, Yachao Zhang, Yanyun Qu et al.8 citations
eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms ↗Zhaoyang Zhu, Weiqi Chen, Rui Xia et al.8 citations
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) ↗Li-Chun Huang, Nai-Zen Hsueh, Yen-Che Chien et al.7 citations
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification ↗Daniel Csillag, Lucas Monteiro Paes, Thiago Rodrigo Ramos et al.7 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