AAAI - arXivDaily 期刊&会议

2208.06620 2024-03-27 cs.SI cs.LG

Opinion Market Model: Stemming Far-Right Opinion Spread using Positive Interventions

Pio Calderon, Rohit Ram, Marian-Andrei Rizoiu

Comments accepted in the 18th AAAI International Conference on Web and Social Media (ICWSM'24)

2403.16818 2024-03-26 cs.LG

Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization

Zonghan Zhang, Zijian Zhang, Zhiqian Chen

Comments Proceedings of the AAAI Conference on Artificial Intelligence, 2024

2403.16667 2024-03-26 cs.AI

Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization

Fernando Acero, Parisa Zehtabi, Nicolas Marchesotti, Michael Cashmore, Daniele Magazzeni, Manuela Veloso

Comments Presented at the AAAI 2024 Workshop on AI in Finance for Social Impact

2403.16523 2024-03-26 stat.ML cs.AI cs.LG

Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis

Jie Qiao, Yu Xiang, Zhengming Chen, Ruichu Cai, Zhifeng Hao

Comments Accepted by AAAI-2024

2205.11624 2024-03-26 cs.AI cs.MA cs.RO

Effective Integration of Weighted Cost-to-go and Conflict Heuristic within Suboptimal CBS

Rishi Veerapaneni, Tushar Kusnur, Maxim Likhachev

Comments Published in AAAI 2023

2403.15214 2024-03-25 cs.CY cs.CL cs.SI

InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content Detection

Thales Bertaglia, Lily Heisig, Rishabh Kaushal, Adriana Iamnitchi

Comments To appear at the 18th International AAAI Conference on Web and Social Media (ICWSM 2024) -- please cite accordingly

2403.14711 2024-03-25 cs.CY cs.AI cs.HC cs.LG

Human-in-the-Loop AI for Cheating Ring Detection

Yong-Siang Shih, Manqian Liao, Ruidong Liu, Mirza Basim Baig

Comments Accepted to the AI4Ed Workshop at AAAI 2024 as a short paper

2403.13909 2024-03-22 cs.LG cs.SY eess.SY

Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract)

Yimeng Fan, Pedram Agand, Mo Chen, Edward J. Park, Allison Kennedy, Chanwoo Bae

Comments 5 pages, 3 figures, AAAI 2024 student abstract

2403.13820 2024-03-22 cs.LG cs.CR eess.SP

Identity information based on human magnetocardiography signals

Pengju Zhang, Chenxi Sun, Jianwei Zhang, Hong Guo

Comments 7 pages, 5 figures. Author manuscript accepted for AAAI 2024 Spring Symposium on Clinical Foundation Models

2403.13429 2024-03-21 q-fin.TR cs.CE cs.LG q-fin.CP q-fin.GN

Detecting and Triaging Spoofing using Temporal Convolutional Networks

Kaushalya Kularatnam, Tania Stathaki

Journal ref AAAI 2024 Workshop on AI in Finance for Social Impact

2401.05394 2024-03-21 eess.SP cs.LG math.OC stat.ML

Iterative Regularization with k-support Norm: An Important Complement to Sparse Recovery

William de Vazelhes, Bhaskar Mukhoty, Xiao-Tong Yuan, Bin Gu

Comments Accepted at AAAI 2024. Code at https://github.com/wdevazelhes/IRKSN_AAAI2024

2211.15918 2024-03-21 cs.CR cs.CV

Similarity Distribution based Membership Inference Attack on Person Re-identification

Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao

Comments 9 pages, 7 figures, Accepted by AAAI 2023

2210.17159 2024-03-21 cs.LG cs.AI cs.IT cs.NE cs.SI math.IT

PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks

Yong-Min Shin, Sun-Woo Kim, Won-Yong Shin

Comments 18 pages, 12 figures, 5 tables; to appear in the IEEE Transactions on Pattern Analysis and Machine Intelligence (Please cite our journal version that will appear in an upcoming issue. Its two-page extended summary was presented in the AAAI-22 Student Abstract and Poster Program.)

2403.12883 2024-03-20 cs.CV

Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments

Churan Zhi, Junbao Zhuo, Shuhui Wang

Comments AAAI 2024

2403.12599 2024-03-20 cs.CY cs.LG

Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance

Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit Rodolfa, Rayid Ghani

Comments Published at AAAI 2024

2402.12518 2024-03-20 cs.LG cs.AI

Gaussian Process Neural Additive Models

Wei Zhang, Brian Barr, John Paisley

Comments Appears at AAAI 2024

2308.09591 2024-03-20 cs.CV

O$^2$-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model

Yubin Hu, Sheng Ye, Wang Zhao, Matthieu Lin, Yuze He, Yu-Hui Wen, Ying He, Yong-Jin Liu

Comments AAAI 2024

2403.11840 2024-03-19 cs.LG

Multi-Criteria Comparison as a Method of Advancing Knowledge-Guided Machine Learning

Jason L. Harman, Jaelle Scheuerman

Comments Paper presented at AAAI 2022 Fall Symposium on Knowledge Guided Machine Learning, Washington D.C

2403.11803 2024-03-19 cs.CV

Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation

Qian Dai, Dong Wei, Hong Liu, Jinghan Sun, Liansheng Wang, Yefeng Zheng

Comments Accepted by AAAI 2024

2403.06880 2024-03-19 cs.LG cs.AI

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning

Junseok Park, Yoonsung Kim, Hee Bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang

Comments Accepted as a full paper at AAAI 2024 (Oral presentation): 7 pages (main paper), 2 pages (references), 17 pages (appendix) each

2308.07553 2024-03-19 cs.LG cs.CR

Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks

Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein

Journal ref Proceedings of the 2023 AAAI Conference on Artificial Intelligence, 37(7), 8861-8869

2306.10900 2024-03-19 cs.CV cs.AI

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators

Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang

Comments 18 pages, 8 figures, accepted by AAAI 2024

2403.10281 2024-03-18 cs.CL cs.AI cs.LG

Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning

Shang-Hsuan Chiang, Ming-Chih Lo, Lin-Wei Chao, Wen-Chih Peng

Comments Accepted by AAAI 2024 Workshop: FACTIFY 3.0 - Workshop Series on Multimodal Fact-Checking and Hate Speech Detection

2403.10275 2024-03-18 cs.CL cs.AI

A Question on the Explainability of Large Language Models and the Word-Level Univariate First-Order Plausibility Assumption

Jeremie Bogaert, Francois-Xavier Standaert

Comments 7 pages, 10 figures, Accepted and presented at AAAI 2024 (ReLM workshop)

2403.10236 2024-03-18 cs.CV

A Fixed-Point Approach to Unified Prompt-Based Counting

Wei Lin, Antoni B. Chan

Comments Accepted by AAAI 2024

2402.19119 2024-03-18 cs.CV cs.CL

VIXEN: Visual Text Comparison Network for Image Difference Captioning

Alexander Black, Jing Shi, Yifei Fan, Tu Bui, John Collomosse

Comments AAAI 2024

2302.06072 2024-03-15 cs.CV cs.AI

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation

Bingqian Lin, Yi Zhu, Xiaodan Liang, Liang Lin, Jianzhuang Liu

Comments Accepted by AAAI 2023

2403.08252 2024-03-14 cs.CV

PNeSM: Arbitrary 3D Scene Stylization via Prompt-Based Neural Style Mapping

Jiafu Chen, Wei Xing, Jiakai Sun, Tianyi Chu, Yiling Huang, Boyan Ji, Lei Zhao, Huaizhong Lin, Haibo Chen, Zhizhong Wang

Comments Accepted to AAAI 2024

2403.08157 2024-03-14 cs.CV

Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks

Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji

Comments 9 pages, 10 figures,6 tables. AAAI 2024 conference

2401.01577 2024-03-14 cs.CV

Test-Time Personalization with Meta Prompt for Gaze Estimation

Huan Liu, Julia Qi, Zhenhao Li, Mohammad Hassanpour, Yang Wang, Konstantinos Plataniotis, Yuanhao Yu

Comments Accepted by AAAI 2024