AAAI

Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms

Jared Claypoole, Steven Cheung, Ashish Gehani, Vinod Yegneswaran, Ahmad Ridley

机构 * SRI（SRI研究院） ； Laboratory for Advanced Cybersecurity Research（高级网络安全研究实验室） 纠错

Journal ref The AAAI-25 Workshop on Artificial Intelligence for Cyber Security (AICS), March 2025

We Are AI: Taking Control of Technology

Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 2025

Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval

CH Cho, WJ Moon, W Jun, MS Jung, JP Heo

Comments Accepted to AAAI 2025

Is poisoning a real threat to LLM alignment? Maybe more so than you think

Pankayaraj Pathmanathan, Souradip Chakraborty, Xiangyu Liu, Yongyuan Liang, Furong Huang

机构 * University of Maryland（马里兰大学） ； Capital One（Capital One公司） 纠错

Journal ref AAAI 2025

Multi-StyleGS: Stylizing Gaussian Splatting with Multiple Styles

Yangkai Lin, Jiabao Lei, Kui jia

Comments AAAI 2025

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(5), 5289-5297 (2025)

Runtime Analysis of the SMS-EMOA for Many-Objective Optimization

Weijie Zheng, Benjamin Doerr

Comments Improved full version of a paper accepted in AAAI 2024

Journal ref Conference on Artificial Intelligence, AAAI 2024, pages 20874-20882

Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions

Jeongsoo Ha, Kyungsoo Kim, Yusung Kim

Comments AAAI 2023

Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems

Pierre Peigne-Lefebvre, Mikolaj Kniejski, Filip Sondej, Matthieu David, Jason Hoelscher-Obermaier, Christian Schroeder de Witt, Esben Kran

Comments Accepted to AAAI 2025 Conference

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning

Hilmy Baja, Michiel Kallenberg, Ioannis N. Athanasiadis

Comments 10 pages, 3 figures, accepted after peer-review at the 39th Annual AAAI Conference on Artificial Intelligence, AI for Social Impact Track, February 2025, Philadelphia, Pennsylvania, USA

Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?

Michael-Andrei Panaitescu-Liess, Zora Che, Bang An, Yuancheng Xu, Pankayaraj Pathmanathan, Souradip Chakraborty, Sicheng Zhu, Tom Goldstein, Furong Huang

Comments 19 pages, 7 figures. Published at AAAI 2025. Code will be available at https://github.com/michael-panaitescu/watermark_copyright_aaai25

Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation

Weinan He, Zilei Wang, Yixin Zhang

Comments Camera-ready version for AAAI 2025

VLCD: Vision-Language Contrastive Distillation for Accurate and Efficient Automatic Placenta Analysis

Manas Mehta, Yimu Pan, Kelly Gallagher, Alison D. Gernand, Jeffery A. Goldstein, Delia Mwinyelle, Leena Mithal, James Z. Wang

机构 * The Pennsylvania State University（宾夕法尼亚州立大学） ； Northwestern University（西北大学） ； University of Chicago（芝加哥大学） ； Lurie Children’s Hospital（Lurie儿童医院） 纠错

Comments Proceedings of the 9th International Workshop on Health Intelligence, in conjunction with the Annual AAAI Conference on Artificial Intelligence, Philadelphia, Pennsylvania, March 2025

MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs

Tianyang Zhang, Zhuoxuan Jiang, Haotian Zhang, Lin Lin, Shaohua Zhang

Comments Published in AAAI 2025

Scene Structure Guidance Network: Unfolding Graph Partitioning into Pixel-Wise Feature Learning

Jisu Shin, Seunghyun Shin, Hae-Gon Jeon

Comments 35 pages, 14 figures, journal extension version of SSGNet (AAAI/article/view/25322" target="_blank" rel="noopener">https://ojs.aaai.org/index.php/AAAI/article/view/25322)

Quantifying Misalignment Between Agents: Towards a Sociotechnical Understanding of Alignment

Aidan Kierans, Avijit Ghosh, Hananel Hazan, Shiri Dori-Hacohen

Comments 7 pages, 8 figures, 3 tables, forthcoming at the AAAI-25 Special Track on AI Alignment

The Folly of AI for Age Verification

Reid McIlroy-Young

Comments From AI for Public Missions Workshop at AAAI

StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis

Yu Zhang, Rongjie Huang, Ruiqi Li, JinZheng He, Yan Xia, Feiyang Chen, Xinyu Duan, Baoxing Huai, Zhou Zhao

Comments Accepted by AAAI 2024

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(17), 19597-19605. (2024)

Exact Algorithms and Lower Bounds for Forming Coalitions of Constrained Maximum Size

Foivos Fioravantes, Harmender Gahlawat, Nikolaos Melissinos

机构 * Department of Theoretical Computer Science, Faculty of Information Technology（理论计算机科学系） ； Université Clermont Auvergne, CNRS, Clermont Auvergne INP, Mines Saint-Étienne, LIMOS（克莱蒙特-奥弗涅大学） ； G-SCOP, Grenoble-INP（格勒诺布尔INP） ； Computer Science Institute, Faculty of Mathematics and Physics（数学与物理系计算机科学研究所） 纠错

Comments a preliminary version appeared in AAAI 2025

Responsible Data Stewardship: Generative AI and the Digital Waste Problem

Vanessa Utz

Comments 8 pages, submitted to AAAI/ACM Conference on AI, Ethics and Society

Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning

Yassine Chemingui, Aryan Deshwal, Honghao Wei, Alan Fern, Janardhan Rao Doppa

机构 * Washington State University（华盛顿州立大学） ； University of Minnesota（明尼苏达大学） ； Oregon State University（俄勒冈州立大学） 纠错

Comments Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2025

Conversation Kernels: A Flexible Mechanism to Learn Relevant Context for Online Conversation Understanding

Vibhor Agarwal, Arjoo Gupta, Suparna De, Nishanth Sastry

Comments Accepted at International AAAI Conference on Web and Social Media (ICWSM) 2025

Personalized Clustering via Targeted Representation Learning

Xiwen Geng, Suyun Zhao, Yixin Yu, Borui Peng, Pan Du, Hong Chen, Cuiping Li, Mengdie Wang

Comments Accepted to AAAI 2025 main conference

Journal ref Geng, X., Zhao, S., Yu, Y., Peng, B., Du, P., Chen, H., Li, C., & Wang, M. (2025). Personalized Clustering via Targeted Representation Learning. Proceedings of the AAAI Conference on Artificial Intelligence, 39(16), 16790-16798

A Practical Approach to Causal Inference over Time

Martina Cinquini, Isacco Beretta, Salvatore Ruggieri, Isabel Valera

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 2025

Predicate Invention for Bilevel Planning

Tom Silver, Rohan Chitnis, Nishanth Kumar, Willie McClinton, Tomas Lozano-Perez, Leslie Pack Kaelbling, Joshua Tenenbaum

Comments AAAI 2023. This version fixes pseudocode in Algorithm 2 (thanks Yichao Liang!)

Color Transfer with Modulated Flows

Maria Larchenko, Alexander Lobashev, Dmitry Guskov, Vladimir Vladimirovich Palyulin

Comments AAAI 2025

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(4), 4464-4472 (2025)

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception

Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong

Comments Accepted by AAAI'25

Autoregressive Sequence Modeling for 3D Medical Image Representation

Siwen Wang, Churan Wang, Fei Gao, Lixian Su, Fandong Zhang, Yizhou Wang, Yizhou Yu

Comments Accepted by AAAI 2025

Learning local neighborhoods of non-Gaussian graphical models: A measure transport approach

Sarah Liaw, Rebecca Morrison, Youssef Marzouk, Ricardo Baptista

机构 * Caltech（加州理工学院） 纠错

Comments Accepted in AAAI 2025: 23 pages, 9 figures

A Multi-Platform Collection of Social Media Posts about the 2022 U.S. Midterm Elections

Rachith Aiyappa, Matthew R. DeVerna, Manita Pote, Bao Tran Truong, Wanying Zhao, David Axelrod, Aria Pessianzadeh, Zoher Kachwala, Munjung Kim, Ozgur Can Seckin, Minsuk Kim, Sunny Gandhi, Amrutha Manikonda, Francesco Pierri, Filippo Menczer, Kai-Cheng Yang

Comments 8 pages, 3 figures, forthcoming in ICWSM23

Journal ref Proceedings of the International AAAI Conference on Web and Social Media (2023)

Generating Counterfactual Explanations Under Temporal Constraints

Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Massimiliano Ronzani

Comments 9 pages

Journal ref Vol. 39 No. 15: AAAI-25 Technical Tracks 15 (2025)