Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers
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- An Emotion-Guided Approach to Domain Adaptive Fake News Detection Using Adversarial Learning (Student Abstract) ↗Arkajyoti Chakraborty, Inder Khatri, Arjun Choudhry et al.7 citations
- AutoStegaFont: Synthesizing Vector Fonts for Hiding Information in Documents ↗Xi Yang, Jie Zhang, Han Fang et al.7 citations
- Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork ↗Hasra Dodampegama, Mohan Sridharan7 citations
- Can We Trust Fair-AI? ↗Salvatore Ruggieri, José M. Álvarez, Andrea Pugnana et al.7 citations
- Certifying Fairness of Probabilistic Circuits ↗Nikil Roashan Selvam, Guy Van den Broeck, YooJung Choi7 citations
- ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation ↗Huimin Huang, Shiao Xie, Lanfen Lin et al.7 citations
- Conflicting Interactions among Protection Mechanisms for Machine Learning Models ↗Sebastian Szyller, N. Asokan7 citations
- Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction ↗Narges Norouzi, Amir Mazaheri7 citations
- Continual Graph Convolutional Network for Text Classification ↗Tiandeng Wu, Qijiong Liu, Y. Cao et al.7 citations
- Continuous Mixtures of Tractable Probabilistic Models ↗Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur et al.7 citations
- Correlation Loss: Enforcing Correlation between Classification and Localization ↗Fehmi Kahraman, Kemal Öksüz, Sinan Kalkan et al.7 citations
- Deconstructed Generation-Based Zero-Shot Model ↗Dubing Chen, Yuming Shen, Haofeng Zhang et al.7 citations
- DeepGemini: Verifying Dependency Fairness for Deep Neural Network ↗Xuan Xie, Fuyuan Zhang, Xinwen Hu et al.7 citations
- Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning ↗Xiang Geng, Yu Zhang, Jiahuan Li et al.7 citations
- Detecting and Grounding Important Characters in Visual Stories ↗Danyang Liu, Frank Keller7 citations
- Diffuser: Efficient Transformers with Multi-Hop Attention Diffusion for Long Sequences ↗Aosong Feng, Irene Li, Yuang Jiang et al.7 citations
- Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition ↗Chenxiao Dou, Xianghui Sun, Yaoshu Wang et al.7 citations
- Effective Continual Learning for Text Classification with Lightweight Snapshots ↗Jue Wang, Dajie Dong, Lidan Shou et al.7 citations
- Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality ↗Guihong Wan, Meng Jiao, Xinglong Ju et al.7 citations
- Experimental Observations of the Topology of Convolutional Neural Network Activations ↗Emilie Purvine, Davis Brown, Brett A. Jefferson et al.7 citations
- Exploit Domain-Robust Optical Flow in Domain Adaptive Video Semantic Segmentation ↗Yuan Gao, Zilei Wang, Jiafan Zhuang et al.7 citations
- FakeKG: A Knowledge Graph of Fake Claims for Improving Automated Fact-Checking (Student Abstract) ↗Gautam Kishore Shahi7 citations
- Fundamentals of Task-Agnostic Data Valuation ↗Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar7 citations
- Future Aware Pricing and Matching for Sustainable On-Demand Ride Pooling ↗Xianjie Zhang, Pradeep Reddy Varakantham, Hao Jiang7 citations
- Generalizing Math Word Problem Solvers via Solution Diversification ↗Zhenwen Liang, Jipeng Zhang, Lei Wang et al.7 citations
- Generative Label Enhancement with Gaussian Mixture and Partial Ranking ↗Yunan Lu, He Liang, Fan Min et al.7 citations
- Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning ↗Zixian Zhou, Mengda Huang, Feiyang Pan et al.7 citations
- Grape Cold Hardiness Prediction via Multi-Task Learning ↗Aseem Saxena, Paola Pesántez‐Cabrera, Rohan Ballapragada et al.7 citations
- Graph Component Contrastive Learning for Concept Relatedness Estimation ↗Yueen Ma, Zixing Song, Xuming Hu et al.7 citations
- ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation ↗Qiran Zou, Yang Yu, Wing Yin Cheung et al.7 citations
- Integer Subspace Differential Privacy ↗Prathamesh Dharangutte, Jie Gao, Ruobin Gong et al.7 citations
- Learnable Path in Neural Controlled Differential Equations ↗Sheo Yon Jhin, Minju Jo, Seungji Kook et al.7 citations
- Learning Adversarially Robust Sparse Networks via Weight Reparameterization ↗Chenhao Li, Qiang Qiu, Zhibin Zhang et al.7 citations
- Learning Conflict-Noticed Architecture for Multi-Task Learning ↗Zhixiong Yue, Yu Zhang, Jie Liang7 citations
- Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient ↗Wubing Chen, Wenbin Li, Xiao Liu et al.7 citations
- Learning Logical Reasoning Using an Intelligent Tutoring System: A Hybrid Approach to Student Modeling ↗Roger Nkambou, Janie Brisson, Ange Adrienne Nyamen Tato et al.7 citations
- Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing ↗Kaicheng Li, Yang Hongyu, Binghui Chen et al.7 citations
- Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling ↗Yifei Zhang, Neng Gao, Cunqing Ma7 citations
- Lightweight Transformer for Multi-Modal Object Detection (Student Abstract) ↗Yue Cao, Yanshuo Fan, Junchi Bin et al.7 citations
- Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI ↗Suzanna Sia, Anton Belyy, Amjad Almahairi et al.7 citations
- Low Emission Building Control with Zero-Shot Reinforcement Learning ↗Scott Jeen, Alessandro Abate, Jonathan M. Cullen7 citations
- Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation ↗Yong Yang, Wenzhi Xu, Shuying Huang et al.7 citations
- MEID: Mixture-of-Experts with Internal Distillation for Long-Tailed Video Recognition ↗Xinjie Li, Huijuan Xu7 citations
- Maestro: A Gamified Platform for Teaching AI Robustness ↗Margarita Geleta, Jiacen Xu, Manikanta Loya et al.7 citations
- MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition ↗Fu-En Wang, Chien-Yi Wang, Min Sun et al.7 citations
- MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid ↗Fengjun Wang, Sarai Mizrachi, Moran Beladev et al.7 citations
- Offline Quantum Reinforcement Learning in a Conservative Manner ↗Zhihao Cheng, Kaining Zhang, Li Shen et al.7 citations
- On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization ↗Shiji Xin, Yifei Wang, Jingtong Su et al.7 citations
- On the Cost of Demographic Parity in Influence Maximization ↗Ruben Becker, Gianlorenzo D’Angelo, Sajjad Ghobadi7 citations
- Optimal Pathfinding on Weighted Grid Maps ↗Mark Carlson, Sajjad Kardani Moghadam, Daniel Harabor et al.7 citations
- PARCS: A Deployment-Oriented AI System for Robust Parcel-Level Cropland Segmentation of Satellite Images ↗Chen Du, Yiwei Wang, Zhicheng Yang et al.7 citations
- Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection ↗Zhenyu Wu, Lin Wang, Wei Wang et al.7 citations
- Planning with Hidden Parameter Polynomial MDPs ↗Clarissa Costen, Marc P. Rigter, Bruno Lacerda et al.7 citations
- Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes ↗Donghao Ying, Mengzi Amy Guo, Yuhao Ding et al.7 citations
- Probabilistic Programs as an Action Description Language ↗Ronen I. Brafman, David Tolpin, Or Wertheim7 citations
- Probably Approximate Shapley Fairness with Applications in Machine Learning ↗Zijian Zhou, Xinyi Xu, Rachael Hwee Ling Sim et al.7 citations
- Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints ↗Yuhao Ding, Javad Lavaei7 citations
- Q-functionals for Value-Based Continuous Control ↗Sam Lobel, Sreehari Rammohan, Bowen He et al.7 citations
- ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing ↗Bingchuan Li, Tianxiang Ma, Peng Zhang et al.7 citations
- Relation-Aware Language-Graph Transformer for Question Answering ↗Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko et al.7 citations
- Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles ↗Shengcai Liu, Peng Fu, Ke Tang7 citations
- Safety Validation of Learning-Based Autonomous Systems: A Multi-Fidelity Approach ↗Ali Baheri7 citations
- ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges ↗Ruizhe Zheng, Jun Li, Yi Wang et al.7 citations
- Show, Interpret and Tell: Entity-Aware Contextualised Image Captioning in Wikipedia ↗Khanh Nguyen, Ali Furkan Biten, Andrés Mafla et al.7 citations
- Similarity Distribution Based Membership Inference Attack on Person Re-identification ↗Junyao Gao, Xinyang Jiang, Huishuai Zhang et al.7 citations
- Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning ↗Yawen Wu, Zhepeng Wang, Dewen Zeng et al.7 citations
- The Multi-Agent Transportation Problem ↗Pascal Bachor, Rolf-David Bergdoll, Bernhard Nebel7 citations
- Token Mixing: Parameter-Efficient Transfer Learning from Image-Language to Video-Language ↗Yuqi Liu, Luhui Xu, Pengfei Xiong et al.7 citations
- Unsupervised Paraphrasing under Syntax Knowledge ↗Tianyuan Liu, Yuqing Sun, Jiaqi Wu et al.7 citations
- WIERT: Web Information Extraction via Render Tree ↗Zimeng Li, Bo Shao, Linjun Shou et al.7 citations
- Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto ↗Weimin Huang, Elias B. Khalil7 citations
- Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning ↗Pengfei Cao, Zhuoran Jin, Yubo Chen et al.7 citations
- “How Can I Code A.I. Responsibly?”: The Effect of Computational Action on K-12 Students Learning and Creating Socially Responsible A.I. ↗H. Nicole Pang, Robert Parks, Cynthia Breazeal et al.7 citations
- 3D Assembly Completion ↗Weihao Wang, Rufeng Zhang, Mingyu You et al.6 citations
- A Data Source for Reasoning Embodied Agents ↗Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve et al.6 citations
- Abstract Argumentation Framework with Conditional Preferences ↗Gianvincenzo Alfano, Sergio Greco, Francesco Parisi et al.6 citations
- AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-Realistic Style Transfer ↗Tianwei Lin, Honglin Lin, Fu Li et al.6 citations
- Almost Cost-Free Communication in Federated Best Arm Identification ↗Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan6 citations
- An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games ↗Linjian Meng, Zhenxing Ge, Pinzhuo Tian et al.6 citations
- An Equivalence Analysis of Binary Quantification Methods ↗Alberto Castaño, Jaime Alonso, Pablo González et al.6 citations
- Can Graph Neural Networks Learn to Solve the MaxSAT Problem? (Student Abstract) ↗Minghao Liu, Pei Wen Huang, Fuqi Jia et al.6 citations
- Causal Effect Identification in Cluster DAGs ↗Tara V. Anand, Adèle H. Ribeiro, Jin Wen Tian et al.6 citations
- Clustered Federated Learning for Heterogeneous Data (Student Abstract) ↗Yu Xue, Ziyi Liu, Yifan Sun et al.6 citations
- CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets ↗Jiange Yang, Sheng Guo, Gangshan Wu et al.6 citations
- Combinatorial Causal Bandits ↗Feng Shi, Wei Chen6 citations
- Counterfactuals for the Future ↗Lucius Bynum, Joshua R. Loftus, Julia Stoyanovich6 citations
- Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain ↗Xu Liu, Mengyue Zhou, Gaosheng Shi et al.6 citations
- Covariate-Shift Generalization via Random Sample Weighting ↗Yue He, Xinwei Shen, Renzhe Xu et al.6 citations
- CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU ↗Zangwei Zheng, Pengtai Xu, Xuan Zou et al.6 citations
- DPAUC: Differentially Private AUC Computation in Federated Learning ↗Jiankai Sun, Xin Yang, Yuanshun Yao et al.6 citations
- Data Labeling for Machine Learning Engineers: Project-Based Curriculum and Data-Centric Competitions ↗Anastasia Zhdanovskaya, Daria Baidakova, Dmitry Ustalov6 citations
- Detecting Sources of Healthcare Associated Infections ↗Hankyu Jang, Andrew Fu, Jiaming Cui et al.6 citations
- DiFA: Differentiable Feature Acquisition ↗Aritra Ghosh, Andrew Lan6 citations
- Differentially Private Fair Division ↗Pasin Manurangsi, Warut Suksompong6 citations
- Differentially Private Heatmaps ↗Badih Ghazi, Junfeng He, Kai Kohlhoff et al.6 citations
- Directed Acyclic Graph Structure Learning from Dynamic Graphs ↗Shaohua Fan, Shuyang Zhang, Xiao Wang et al.6 citations
- Distributed Projection-Free Online Learning for Smooth and Convex Losses ↗Yibo Wang, Yuanyu Wan, Shimao Zhang et al.6 citations
- Diversity Maximization in the Presence of Outliers ↗Daichi Amagata6 citations
- Do Invariances in Deep Neural Networks Align with Human Perception? ↗Vedant Nanda, Ayan Majumdar, Camila Kolling et al.6 citations
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