AAAI - arXivDaily 期刊&会议

2402.09540 2024-02-16 cs.CR cs.AI cs.LG

Why Does Differential Privacy with Large Epsilon Defend Against Practical Membership Inference Attacks?

Andrew Lowy, Zhuohang Li, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang

Comments Accepted at PPAI-24: AAAI Workshop on Privacy-Preserving Artificial Intelligence

2402.07834 2024-02-16 cs.LG

Generalizing across Temporal Domains with Koopman Operators

Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagne, Shichun Yang, Boyu Wang, Charles X. Ling

Comments 15 pages, 7 figures, Accepted by AAAI 2024. arXiv admin note: text overlap with arXiv:2206.00047

2312.11581 2024-02-16 cs.CR cs.AI cs.LG

Protect Your Score: Contact Tracing With Differential Privacy Guarantees

Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling

Comments Accepted to The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

2306.14291 2024-02-16 cs.CV cs.LG

Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection

Thang Doan, Xin Li, Sima Behpour, Wenbin He, Liang Gou, Liu Ren

Comments Accepted at AAAI 2024 || keywords: Open World Object Detection, Hyperbolic Distance, Unknown Detection, Deformable Transformers, Hierarchical Representation Learning

2211.16234 2024-02-16 cs.CV cs.LG

SimCS: Simulation for Domain Incremental Online Continual Segmentation

Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller

Comments Accepted to AAAI Conference on Artificial Intelligence (AAAI'24)

2402.09305 2024-02-15 cs.LG cs.AI

Embracing the black box: Heading towards foundation models for causal discovery from time series data

Gideon Stein, Maha Shadaydeh, Joachim Denzler

Comments AAAI Workshop (AI4TS) 2024

2402.09059 2024-02-15 cs.LG cs.AI cs.CR

I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption

Prajwal Panzade, Daniel Takabi, Zhipeng Cai

Comments Accepted for the presentation at PPAI @The 38th Annual AAAI Conference on Artificial Intelligence 2024

2402.08963 2024-02-15 cs.LG cs.AI

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning

Won-Seok Choi, Hyundo Lee, Dong-Sig Han, Junseok Park, Heeyeon Koo, Byoung-Tak Zhang

Comments Accepted as a full paper at AAAI 2024: The 38th Annual AAAI Conference on Artificial Intelligence (Main Tech Track). 7 pages (main paper), 2 pages (references), 11 pages (appendix) each

2402.07799 2024-02-15 cs.AI

Generalising Planning Environment Redesign

Alberto Pozanco, Ramon Fraga Pereira, Daniel Borrajo

Comments Paper accepted at AAAI'24

2312.12720 2024-02-15 cs.CV

AdvST: Revisiting Data Augmentations for Single Domain Generalization

Guangtao Zheng, Mengdi Huai, Aidong Zhang

Comments Accepted to AAAI 2024

2312.08801 2024-02-15 cs.AI cs.LO

Automated Process Planning Based on a Semantic Capability Model and SMT

Aljosha Köcher, Luis Miguel Vieira da Silva, Alexander Fay

Comments Presented at CAIPI Workshop at AAAI 2024

2402.08837 2024-02-15 cs.CL

Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues

Maneesh Bilalpur, Mert Inan, Dorsa Zeinali, Jeffrey F. Cohn, Malihe Alikhani

Comments Accepted to the Machine Learning for Cognitive and Mental Health Workshop at AAAI 2024

2305.03584 2024-02-15 cs.CL cs.AI

Now It Sounds Like You: Learning Personalized Vocabulary On Device

Sid Wang, Ashish Shenoy, Pierce Chuang, John Nguyen

Comments Federated Learning, Personalization, On-device NLP, Accepted at AAAI Spring Symposium 2024

2402.08578 2024-02-14 cs.LG cs.AI cs.DC

FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing

Yongzhe Jia, Xuyun Zhang, Amin Beheshti, Wanchun Dou

Comments Accepted by AAAI 2024

2402.08383 2024-02-14 cs.LG cs.AI

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution

Tailin Wu, Willie Neiswanger, Hongtao Zheng, Stefano Ermon, Jure Leskovec

Comments Accepted by AAAI 2024 (Oral)

2402.07936 2024-02-14 cs.HC cs.CY

The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings

Serdar Kadıoğlu, Bernard Kleynhans

Comments AAAI-EAAI 2023

2307.13808 2024-02-14 cs.CL cs.CR

Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy

Yu Fu, Deyi Xiong, Yue Dong

Comments 8 pages, 6 figures (accepted to AAAI 2024)

2305.06741 2024-02-14 cs.LG cs.AI

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar

Comments AAAI 2024 Camera-Ready Version

2205.13340 2024-02-14 cs.LG

Deep Active Learning with Noise Stability

Xingjian Li, Pengkun Yang, Yangcheng Gu, Xueying Zhan, Tianyang Wang, Min Xu, Chengzhong Xu

Comments AAAI 2024

2402.07797 2024-02-13 cs.GT

Computing Nash Equilibria in Potential Games with Private Uncoupled Constraints

Nikolas Patris, Stelios Stavroulakis, Fivos Kalogiannis, Rose Zhang, Ioannis Panageas

Comments Accepted to appear in AAAI 2024

2312.05974 2024-02-13 cs.LG stat.ME

Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise

Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura

Comments Accepted at The 38th AAAI Conference on Artificial Intelligence (Main Track). Final Camera-Ready Version

2402.07418 2024-02-13 cs.AI

SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation

Sangwoo Shin, Minjong Yoo, Jeongwoo Lee, Honguk Woo

Comments AAAI 2024 Camera-ready version

2402.07339 2024-02-13 cs.CY

Beyond the Headlines: Understanding Sentiments and Morals Impacting Female Employment in Spain

Oscar Araque, Luca Barbaglia, Francesco Berlingieri, Marco Colagrossi, Sergio Consoli, Lorenzo Gatti, Caterina Mauri, Kyriaki Kalimeri

Comments 8 pages, 7 figures. In Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media (ICWSM), AAAI Press (2023)

2402.07334 2024-02-13 cs.CR cs.LG

Differentially Private Training of Mixture of Experts Models

Pierre Tholoniat, Huseyin A. Inan, Janardhan Kulkarni, Robert Sim

Comments Preliminary work presented as a poster at the 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI 24)

2402.07301 2024-02-13 cs.CV

LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions

Atharva Pandey, Vishal Yadav, Rajendra Nagar, Santanu Chaudhury

Journal ref AAAI 2024

2402.07225 2024-02-13 cs.LG

Rethinking Graph Masked Autoencoders through Alignment and Uniformity

Liang Wang, Xiang Tao, Qiang Liu, Shu Wu, Liang Wang

Comments Accepted by AAAI 2024

2402.07081 2024-02-13 cs.CL cs.SE

Using Large Language Models for Student-Code Guided Test Case Generation in Computer Science Education

Nischal Ashok Kumar, Andrew Lan

Comments Oral Presentation at AI4ED workshop at AAAI-2024

2402.06715 2024-02-13 cs.DS cs.LG

Learning-augmented Online Algorithm for Two-level Ski-rental Problem

Keyuan Zhang, Zhongdong Liu, Nakjung Choi, Bo Ji

Comments Accepted by the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)

2402.06642 2024-02-13 q-fin.ST cs.LG

From GARCH to Neural Network for Volatility Forecast

Pengfei Zhao, Haoren Zhu, Wilfred Siu Hung NG, Dik Lun Lee

Comments Accepted by AAAI'24

2402.06633 2024-02-13 q-fin.ST cs.IR cs.LG

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction

Hao Qian, Hongting Zhou, Qian Zhao, Hao Chen, Hongxiang Yao, Jingwei Wang, Ziqi Liu, Fei Yu, Zhiqiang Zhang, Jun Zhou

Comments 9 pages, 3 figures, accepted by AAAI 2024