AAAI

Complete Neural Networks for Complete Euclidean Graphs

Snir Hordan, Tal Amir, Steven J. Gortler, Nadav Dym

Comments The 38th AAAI Conference on Artificial Intelligence

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(11), 12482-12490 (2024)

Customizing Language Model Responses with Contrastive In-Context Learning

Xiang Gao, Kamalika Das

Comments Accepted to appear at AAAI 2024

Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN

Minsoo Kang, Minkoo Kang, Suhyun Kim

Comments Published at AAAI2024, Equal contribution of first two authors

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(3), 2024, 2705-2713

Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation

Zhuqiang Lu, Kun Hu, Chaoyue Wang, Lei Bai, Zhiyong Wang

Comments Accepted by AAAI 24

Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation

Rohan Deepak Ajwani, Zining Zhu, Jonathan Rose, Frank Rudzicz

Comments 9 pages, 3 figures, Presented at Deployable AI Workshop at AAAI-2024

Journal ref Presented at Deployable AI Workshop at AAAI-2024

Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval

Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang, Shu-Tao Xia

Comments In proceedings of AAAI 2021. Code and data are available

How Can Large Language Models Enable Better Socially Assistive Human-Robot Interaction: A Brief Survey

Zhonghao Shi, Ellen Landrum, Amy O' Connell, Mina Kian, Leticia Pinto-Alva, Kaleen Shrestha, Xiaoyuan Zhu, Maja J Matarić

Comments 2 pages, accepted to the Proceedings of the AAAI Symposium Series, 2024

Deep Homography Estimation for Visual Place Recognition

Feng Lu, Shuting Dong, Lijun Zhang, Bingxi Liu, Xiangyuan Lan, Dongmei Jiang, Chun Yuan

Comments Accepted by AAAI2024

Journal ref AAAI 2024

A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation

Haofeng Yuan, Lichang Fang, Shiji Song

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 38(8) (2024) 8209-8216

MVSA-Net: Multi-View State-Action Recognition for Robust and Deployable Trajectory Generation

Ehsan Asali, Prashant Doshi, Jin Sun

Comments Presented at Deployable AI Workshop at AAAI-2024 and 'Towards Reliable and Deployable Learning-Based Robotic Systems' Workshop at CoRL2023

Provable Robustness Against a Union of $\ell_0$ Adversarial Attacks

Zayd Hammoudeh, Daniel Lowd

Comments Accepted at AAAI 2024 -- Extended version including the supplementary material

vPALs: Towards Verified Performance-aware Learning System For Resource Management

Guoliang He, Gingfung Yeung, Sheriffo Ceesay, Adam Barker

Comments presented at Deployable AI Workshop at AAAI-2024

Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding

Sunoh Kim, Jungchan Cho, Joonsang Yu, YoungJoon Yoo, Jin Young Choi

Comments Accepted in AAAI 2024

Learning Subject-Aware Cropping by Outpainting Professional Photos

James Hong, Lu Yuan, Michaël Gharbi, Matthew Fisher, Kayvon Fatahalian

Comments AAAI 24. Extended version with supplemental materials

A Recommender System for NFT Collectibles with Item Feature

Minjoo Choi, Seonmi Kim, Yejin Kim, Youngbin Lee, Joohwan Hong, Yongjae Lee

Comments Presented at the AAAI 2023 Bridge on AI for Financial Services (https://sites.google.com/view/aaai-ai-fin/home)

Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks

Tanmay Garg, Deepika Vemuri, Vineeth N Balasubramanian

Comments Paper accepted in Human-Centric Representation Learning workshop at AAAI 2024 (https://hcrl-workshop.github.io/2024/). Paper accepted and presented at Deployable AI Workshop at AAAI-2024 (https://sites.google.com/view/dai-2024/home)

Semi-supervised Active Learning for Video Action Detection

Ayush Singh, Aayush J Rana, Akash Kumar, Shruti Vyas, Yogesh Singh Rawat

Comments AAAI Conference on Artificial Intelligence, Main Technical Track (AAAI), 2024, Code: https://github.com/AKASH2907/semi-sup-active-learning

Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Michal Podstawski, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 2024 (AAAI'24)

Deep Contrastive Graph Learning with Clustering-Oriented Guidance

Mulin Chen, Bocheng Wang, Xuelong Li

Comments Accept at AAAI24

Journal ref AAAI (2024) Vol. 38, No. 10, pages 11364-11372

Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target

Alexander Guyer, Thomas G. Dietterich

Comments 12 pages, 4 figures. Appears in Proceedings of AAAI FSS-22 Symposium "Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA)" The original submission had an error in theorem 2. Moreover, the stated guarantees for PCQR^{-1} were incorrect. This revision states the correct guarantees and corresponding theorem

The Effects of Group Sanctions on Participation and Toxicity: Quasi-experimental Evidence from the Fediverse

Carl Colglazier, Nathan TeBlunthuis, Aaron Shaw

Comments 13 pages, 8 figures; Accepted to the 18th International AAAI Conference on Web and Social Media

How COVID-19 has Impacted the Anti-Vaccine Discourse: A Large-Scale Twitter Study Spanning Pre-COVID and Post-COVID Era

Soham Poddar, Rajdeep Mukherjee, Subhendu Khatuya, Niloy Ganguly, Saptarshi Ghosh

Comments This work has been accepted to appear at the 18th International AAAI Conference on Web and Social Media (ICWSM), 2024

Benchmarking Private Population Data Release Mechanisms: Synthetic Data vs. TopDown

Aadyaa Maddi, Swadhin Routray, Alexander Goldberg, Giulia Fanti

Comments The 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence

Deployable Reinforcement Learning with Variable Control Rate

Dong Wang, Giovanni Beltrame

Comments Paper for AAAI-DAI 2024 workshop

Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties

Taylor Sorensen, Liwei Jiang, Jena Hwang, Sydney Levine, Valentina Pyatkin, Peter West, Nouha Dziri, Ximing Lu, Kavel Rao, Chandra Bhagavatula, Maarten Sap, John Tasioulas, Yejin Choi

Comments Proceedings of the AAAI Conference on Artificial Intelligence, 38

Journal ref Vol. 38 No. 18: AAAI-24 Technical Tracks 18; 2024; 19937-19947

CALYPSO: LLMs as Dungeon Masters' Assistants

Andrew Zhu, Lara J. Martin, Andrew Head, Chris Callison-Burch

Comments 11 pages, 4 figures. AIIDE 2023

Journal ref AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE) 2023

Contrastive Credibility Propagation for Reliable Semi-Supervised Learning

Brody Kutt, Pralay Ramteke, Xavier Mignot, Pamela Toman, Nandini Ramanan, Sujit Rokka Chhetri, Shan Huang, Min Du, William Hewlett

Comments Accepted to AAAI '24

Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization

Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou

Comments We have corrected Theorem 1 in Sec 4 for AAAI 2024 version, where the order of $n_z$ changes from $ε^{-k_*} )$ to $ε^{-2k_*-2}$

Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication

Hyunmin Choi, Simon Woo, Hyoungshick Kim

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

Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels

Hannah Kerner, Saketh Sundar, Mathan Satish

Comments Accepted for 2023 AAAI Workshop on AI to Accelerate Science and Engineering