AAAI

Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News

Xingmeng Zhao, Dan Schumacher, Sashank Nalluri, Xavier Walton, Suhana Shrestha, Anthony Rios

Comments Accepted to AAAI ICWSM 2025

Market or Markets? Investigating Google Search's Market Shares Under Horizontal and Vertical Segmentation

Desheng Hu, Muhammad Abu Bakar Aziz, Jeffrey Gleason, Alice Koeninger, Nikolas Guggenberger, Ronald E. Robertson, Christo Wilson

Comments Extended version of Hu et al. paper that was published in Proceedings of the International AAAI Conference on Weblogs and Social Media (2024). Includes additional analysis of the horizontal search market that did not appear in the published manuscript

Using Causality to Infer Coordinated Attacks in Social Media

Isura Manchanayaka, Zainab Razia Zaidi, Shanika Karunasekera, Christopher Leckie

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

Discovering Latent Themes in Social Media Messaging: A Machine-in-the-Loop Approach Integrating LLMs

Tunazzina Islam, Dan Goldwasser

Comments Accepted at 19th International AAAI Conference on Web and Social Media (ICWSM-2025)

Semi-supervised 3D Object Detection with PatchTeacher and PillarMix

Xiaopei Wu, Liang Peng, Liang Xie, Yuenan Hou, Binbin Lin, Xiaoshui Huang, Haifeng Liu, Deng Cai, Wanli Ouyang

Comments Accepted by AAAI 2024

A Critical Review of Causal Reasoning Benchmarks for Large Language Models

Linying Yang, Vik Shirvaikar, Oscar Clivio, Fabian Falck

Comments AAAI 2024 Workshop on ''Are Large Language Models Simply Causal Parrots?''

Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size

Christoph Hertrich, Martin Skutella

Comments Authors' accepted manuscript for the INFORMS Journal on Computing. A short version of this paper appeared in the proceedings of AAAI 2021

Journal ref INFORMS Journal on Computing 35(5):1079-1097 (2023)

The Complexity of Computing Robust Mediated Equilibria in Ordinal Games

Vincent Conitzer

Journal ref Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering

Qijun Gan, Wentong Li, Jinwei Ren, Jianke Zhu

Comments Accepted by AAAI 2024

Graph Reasoning Networks

Markus Zopf, Francesco Alesiani

Comments Presented at the workshop on graphs and more complex structures for learning and reasoning at AAAI 2022

Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data

Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Cheng-Zhong Xu, Ju Fan

Journal ref AAAI 2024

ArguSense: Argument-Centric Analysis of Online Discourse

Arman Irani, Michalis Faloutsos, Kevin Esterling

Comments Accepted for publication at the 18th International AAAI Conference on Web and Social Media (ICWSM 2024). Please cite accordingly

A Fixed-Parameter Tractable Algorithm for Counting Markov Equivalence Classes with the same Skeleton

Vidya Sagar Sharma

Comments 75 pages, 2 Figures

Journal ref 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

Unsupervised Domain Adaptation for Constraining Star Formation Histories

Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt, Guillaume Richard

Comments Accepted for oral presentation at the 1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE). Journal article to follow

Journal ref Astronomy 2024, 3(3), 189-207

LINGO-Space: Language-Conditioned Incremental Grounding for Space

Dohyun Kim, Nayoung Oh, Deokmin Hwang, Daehyung Park

Comments Accepted by AAAI 2024

MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

Tianfan Fu, Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun

Comments Accepted by AAAI 2021

Precision matters: Precision-aware ensemble for weakly supervised semantic segmentation

Junsung Park, Hyunjung Shim

Comments 5 pages, 5 figures, accepted in AAAI 2024 Edge Intelligence Workshop

ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning

Chen-Xiao Gao, Chenyang Wu, Mingjun Cao, Rui Kong, Zongzhang Zhang, Yang Yu

Comments Accepted by AAAI 2024

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. 38, 11 (Mar. 2024), 12127-12135

A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework with Gray Code Representation

Dongyue Guo, Zheng Zhang, Zhen Yan, Jianwei Zhang, Yi Lin

Comments An extend version based on the AAAI version

LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training

Khoi M. Le, Trinh Pham, Tho Quan, Anh Tuan Luu

Comments First two authors contribute equally. Accepted at AAAI 2024

TUBERAIDER: Attributing Coordinated Hate Attacks on YouTube Videos to their Source Communities

Mohammad Hammas Saeed, Kostantinos Papadamou, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini

Comments Accepted for publication at the 18th International AAAI Conference on Web and Social Media (ICWSM 2024). Please cite accordingly

Examining the Implications of Deepfakes for Election Integrity

Hriday Ranka, Mokshit Surana, Neel Kothari, Veer Pariawala, Pratyay Banerjee, Aditya Surve, Sainath Reddy Sankepally, Raghav Jain, Jhagrut Lalwani, Swapneel Mehta

Comments Accepted at the AAAI 2024 conference, AI for Credible Elections Workshop-AI4CE 2024

BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials

Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. 2024, 38(14): 16094-16102

AI Royalties -- an IP Framework to Compensate Artists & IP Holders for AI-Generated Content

Pablo Ducru, Jonathan Raiman, Ronaldo Lemos, Clay Garner, George He, Hanna Balcha, Gabriel Souto, Sergio Branco, Celina Bottino

Comments 7 pages, 2 figures, submitted to AAAI

Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection

Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuente, Alexandre Termier

Journal ref AAAI Conference on Artificial Intelligence, 2024

Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling

Jakob Hollenstein, Georg Martius, Justus Piater

Journal ref (2024) Proceedings of the AAAI Conference on Artificial Intelligence, 38(11), 12466-12472

Optimal Attack and Defense for Reinforcement Learning

Jeremy McMahan, Young Wu, Xiaojin Zhu, Qiaomin Xie

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14332-14340. 2024

Strategic Facility Location with Clients that Minimize Total Waiting Time

Simon Krogmann, Pascal Lenzner, Alexander Skopalik

Comments full version of the article at 37th AAAI Conference on Artificial Intelligence (AAAI-2023)

Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization

Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa

Comments Published at AAAI Conference on Artificial Intelligence, 2024

Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on Reddit

Fedor Vitiugin, Sunok Lee, Henna Paakki, Anastasiia Chizhikova, Nitin Sawhney

Comments 10 pages, 3 figures, Workshop Proceedings of the 18th International AAAI Conference on Web and Social Media