AAAI

StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series

Jean Lee, Hoyoul Luis Youn, Josiah Poon, Soyeon Caren Han

Comments Preprint - Accepted by the AAAI-23 Bridge Program (AI for Financial Services)

Towards a Feminist Metaethics of AI

Anastasia Siapka

Comments In Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES' 22), August 1-3, 2022, Oxford, United Kingdom. ACM, New York, NY, USA, 10 pages

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

Comments 9 pages, 7 figures

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 35, No. 12, pp. 10868-10876, AAAI-21 Technical Tracks 12, 2021

Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language

Di Jin, Shikib Mehri, Devamanyu Hazarika, Aishwarya Padmakumar, Sungjin Lee, Yang Liu, Mahdi Namazifar

Comments Accepted by Workshop on Instruction Tuning and Instruction Following at NeurIPS 2023, Submitted to AAAI 2024

Sharing pattern submodels for prediction with missing values

Lena Stempfle, Ashkan Panahi, Fredrik D. Johansson

Journal ref AAAI Conference on Artificial Intelligence. 37, 8 (Jun. 2023), 9882-9890

Rethinking Influence Functions of Neural Networks in the Over-parameterized Regime

Rui Zhang, Shihua Zhang

Comments To appear in AAAI 2022

Optimistic Whittle Index Policy: Online Learning for Restless Bandits

Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe

Comments Accepted at AAAI 2023. 7 page paper, 2 page references, 9 page appendix. Code available. Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)

Community Recovery in the Geometric Block Model

Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha

Comments 53 pages, 18 figures. Accepted at the Journal of Machine Learning Research (JMLR). Shorter versions accepted in AAAI 2018 (see arXiv:1709.05510) and RANDOM 2019 (see arXiv:1804.05013). arXiv admin note: text overlap with arXiv:1804.05013

Journal ref Journal of Machine Learning Research (JMLR) 2023

Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment

Jong-Ryul Lee, Yong-Hyuk Moon

Comments This is the extended version of our AAAI-2023 paper (AAAI/article/view/26020" target="_blank" rel="noopener">https://ojs.aaai.org/index.php/AAAI/article/view/26020)

Redefining the Laparoscopic Spatial Sense: AI-based Intra- and Postoperative Measurement from Stereoimages

Leopold Müller, Patrick Hemmer, Moritz Queisner, Igor Sauer, Simeon Allmendinger, Johannes Jakubik, Michael Vössing, Niklas Kühl

Comments 38th AAAI Conference on Artificial Intelligence (AAAI-24)

Evaluating and Improving Value Judgments in AI: A Scenario-Based Study on Large Language Models' Depiction of Social Conventions

Jaeyoun You, Bongwon Suh

Comments 11 pages, 1 figure, 2 tables, The 18th International AAAI Conference on Web and Social Media (ICWSM 2024) Accepted

A Risk-Sensitive Approach to Policy Optimization

Jared Markowitz, Ryan W. Gardner, Ashley Llorens, Raman Arora, I-Jeng Wang

Comments 16 pages, 13 figures. AAAI 2023 (Special Track on Safe and Robust AI)

Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 37(12), 14268-14276 (2023)

Taming Diffusion Models for Music-driven Conducting Motion Generation

Zhuoran Zhao, Jinbin Bai, Delong Chen, Debang Wang, Yubo Pan

Comments Accepted by AAAI 2023 Summer Symposium with Best Paper Award

POEM: Polarization of Embeddings for Domain-Invariant Representations

Sang-Yeong Jo, Sung Whan Yoon

Comments In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI) 2023, Washington D.C. USA

STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training

Weihong Zhong, Mao Zheng, Duyu Tang, Xuan Luo, Heng Gong, Xiaocheng Feng, Bing Qin

Comments AAAI 2023, 7 pages, 3 figures

Variable Annealing Length and Parallelism in Simulated Annealing

Vincent A. Cicirello

Comments Tenth International Symposium on Combinatorial Search, pages 2-10. June 2017

Journal ref Proceedings of the Tenth International Symposium on Combinatorial Search (SoCS 2017), pages 2-10. AAAI Press, June 2017

A Generalized Scalarization Method for Evolutionary Multi-Objective Optimization

Ruihao Zheng, Zhenkun Wang

Comments Correct some typos. (Accepted for presentation at Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23))

Hierarchical Text Classification As Sub-Hierarchy Sequence Generation

SangHun Im, Gibaeg Kim, Heung-Seon Oh, Seongung Jo, Donghwan Kim

Comments 9 pages, 5 figures, Published at AAAI23

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 37(11), 12933-12941 (2023)

Relation Extraction from News Articles (RENA): A Tool for Epidemic Surveillance

Jaeff Hong, Duong Dung, Danielle Hutchinson, Zubair Akhtar, Rosalie Chen, Rebecca Dawson, Aditya Joshi, Samsung Lim, C Raina MacIntyre, Deepti Gurdasani

Comments Under review in AAAI 2024

Mahalanobis-Aware Training for Out-of-Distribution Detection

Connor Mclaughlin, Jason Matterer, Michael Yee

Comments 2 pages, 2 figures. Presented at AAAI Fall Symposium Series `23

Bandit algorithms to emulate human decision making using probabilistic distortions

Ravi Kumar Kolla, Prashanth L. A., Aditya Gopalan, Krishna Jagannathan, Michael Fu, Steve Marcus

Comments The material in this paper was presented in part at the 2017 AAAI Conference on Artificial Intelligence

What are Your Pronouns? Examining Gender Pronoun Usage on Twitter

Julie Jiang, Emily Chen, Luca Luceri, Goran Murić, Francesco Pierri, Ho-Chun Herbert Chang, Emilio Ferrara

Comments 11 pages, 7 figures, 1 table

Journal ref 2023 Workshop Proceedings of the 17th International AAAI Conference on Web and Social Medi

An Approach for Efficient Neural Architecture Search Space Definition

Léo Pouy, Fouad Khenfri, Patrick Leserf, Chokri Mraidha, Cherif Larouci

Comments AAAI-22 Workshop: Learning Network Architecture During Training, Feb 2022, Online, United States

PantheonRL: A MARL Library for Dynamic Training Interactions

Bidipta Sarkar, Aditi Talati, Andy Shih, Dorsa Sadigh

Comments 3 pages, 3 figures. Published in Proceedings of the 36th AAAI Conference on Artificial Intelligence (Demo Track) 2022

Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction

Chanyoung Chung, Joyce Jiyoung Whang

Comments 14 pages, 3 figures, 15 tables. 37th AAAI Conference on Artificial Intelligence (AAAI 2023)

VQ-NeRF: Vector Quantization Enhances Implicit Neural Representations

Yiying Yang, Wen Liu, Fukun Yin, Xin Chen, Gang Yu, Jiayuan Fan, Tao Chen

Comments Submitted to the 38th Annual AAAI Conference on Artificial Intelligence

Sentiment Analysis Across Multiple African Languages: A Current Benchmark

Saurav K. Aryal, Howard Prioleau, Surakshya Aryal

Comments Accepted to be published as part of SIAIA @ AAAI 2023

Journal ref AAAI 2023

Probabilistic Modeling of Human Teams to Infer False Beliefs

Paulo Soares, Adarsh Pyarelal, Kobus Barnard

Comments 8 pages, 7 figures, presented in the 2021 AAAI Fall Symposium

Neuro-symbolic Rule Learning in Real-world Classification Tasks

Kexin Gu Baugh, Nuri Cingillioglu, Alessandra Russo

Comments Accepted at AAAI-MAKE 2023

Journal ref Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023