AAAI

A Survey of Theory of Mind in Large Language Models: Evaluations, Representations, and Safety Risks

Hieu Minh "Jord" Nguyen

Comments Advancing Artificial Intelligence through Theory of Mind Workshop, AAAI 2025

Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior

Lee Hyoseok, Kyeong Seon Kim, Kwon Byung-Ki, Tae-Hyun Oh

Comments AAAI 2025, Project page: https://hyoseok1223.github.io/zero-shot-depth-completion/

UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis

Zemin Yang, Yujing Sun, Xidong Peng, Siu Ming Yiu, Yuexin Ma

Comments Accepted by AAAI 2025

K-ON: Stacking Knowledge On the Head Layer of Large Language Model

Lingbing Guo, Yichi Zhang, Zhongpu Bo, Zhuo Chen, Mengshu Sun, Zhiqiang Zhang, Wen Zhang, Huajun Chen

Comments AAAI 2025 (Oral)

Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection

Dingning Liu, Jinzhe Li, Haoyang Su, Bei Cui, Zhihui Wang, Qingbo Yuan, Wanli Ouyang, Nanqing Dong

Comments Accepted by AAAI-AISI 2025

Verifying Proportionality in Temporal Voting

Edith Elkind, Svetlana Obraztsova, Jannik Peters, Nicholas Teh

Comments Appears in the 39th AAAI Conference on Artificial Intelligence (AAAI), 2025

Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors

Xuelin Shen, Yitong Wang, Silin Zheng, Kang Xiao, Wenhan Yang, Xu Wang

Comments 9 pages, 4 figures, AAAI 2025

Exploring Visual Embedding Spaces Induced by Vision Transformers for Online Auto Parts Marketplaces

Cameron Armijo, Pablo Rivas

Comments AAAI 2025 Workshop on AI for Social Impact: Bridging Innovations in Finance, Social Media, and Crime Prevention

Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder

Yuhan Zhang, Guoqing Ma, Guangfu Hao, Liangxuan Guo, Yang Chen, Shan Yu

Comments Accepted by AAAI 2025

Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction

Xuanyu Tian, Lixuan Chen, Qing Wu, Chenhe Du, Jingjing Shi, Hongjiang Wei, Yuyao Zhang

Journal ref AAAI 2025

Atlas of AI Risks: Enhancing Public Understanding of AI Risks

Edyta Bogucka, Sanja Šćepanović, Daniele Quercia

Comments 18 pages, 13 figures

Journal ref Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, 12(1), 33-43, 2024

Scalable Framework for Classifying AI-Generated Content Across Modalities

Anh-Kiet Duong, Petra Gomez-Krämer

Comments Defactify4 @ AAAI 2025

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization

Yue Zhang, Liqiang Jing, Vibhav Gogate

Comments Accepted by AAAI 2025

Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP

Yating Yu, Congqi Cao, Yueran Zhang, Qinyi Lv, Lingtong Min, Yanning Zhang

Comments Accepted by AAAI 2025

Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection

Wen-Chao Hu, Wang-Zhou Dai, Yuan Jiang, Zhi-Hua Zhou

Comments Accepted by AAAI 2025, Oral

Bridging the Gap for Test-Time Multimodal Sentiment Analysis

Zirun Guo, Tao Jin, Wenlong Xu, Wang Lin, Yangyang Wu

Comments Accepted to AAAI 2025

Perception-guided Jailbreak against Text-to-Image Models

Yihao Huang, Le Liang, Tianlin Li, Xiaojun Jia, Run Wang, Weikai Miao, Geguang Pu, Yang Liu

Comments 9 pages, accepted by AAAI 2025

CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression

Xinjie Zhang, Shenyuan Gao, Zhening Liu, Jiawei Shao, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Jun Zhang

Comments Accepted by AAAI 2025

Locally Convex Global Loss Network for Decision-Focused Learning

Haeun Jeon, Hyunglip Bae, Minsu Park, Chanyeong Kim, Woo Chang Kim

Comments AAAI-25 (Oral Presentation)

Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives

Weijie Zheng, Benjamin Doerr

Comments Extended version of a paper that appeared in the proceedings of AAAI 2021. 49 pages. Latest version only fixed two bugs in the references

Journal ref Evol. Comput. 31(4): 337-373 (2023)

The Phantom of the Elytra -- Phylogenetic Trait Extraction from Images of Rove Beetles Using Deep Learning -- Is the Mask Enough?

Roberta Hunt, Kim Steenstrup Pedersen

Comments Accepted at Imageomics Workshop at AAAI 2025 (not published in proceedings)

A Weighted Similarity Metric for Community Detection in Sparse Data

Yong Zhang, Eric Herrison Gyamfi

Comments This paper has been accepted for Workshop of AI for Social Impact at AAAI 2025

Explicit Relational Reasoning Network for Scene Text Detection

Yuchen Su, Zhineng Chen, Yongkun Du, Zhilong Ji, Kai Hu, Jinfeng Bai, Xieping Gao

Comments Accepted to AAAI 2025

A-VL: Adaptive Attention for Large Vision-Language Models

Junyang Zhang, Mu Yuan, Ruiguang Zhong, Puhan Luo, Huiyou Zhan, Ningkang Zhang, Chengchen Hu, Xiangyang Li

Comments AAAI 2025 Accepted

Trust Region Methods For Nonconvex Stochastic Optimization Beyond Lipschitz Smoothness

Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye

Comments Accepted at AAAI 2024

Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning

Zhiming Li, Junzhe Jiang, Yushi Cao, Aixin Cui, Bozhi Wu, Bo Li, Yang Liu, Danny Dongning Sun

Comments accepted by AAAI 2025

Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis

Lin Yuan, Jun Xu, Honghao Gui, Mengshu Sun, Zhiqiang Zhang, Lei Liang, Jun Zhou

Comments Accepted by AAAI 2025

MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers

Nicole Cho, William Watson

Comments AAAI 2025 Workshop on Preventing and Detecting LLM Misinformation (PDLM) (Oral)

Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension

Chenxu Wang, Ping Jian, Zhen Yang

Comments Accepted by AAAI 2025

On Effects of Steering Latent Representation for Large Language Model Unlearning

Dang Huu-Tien, Trung-Tin Pham, Hoang Thanh-Tung, Naoya Inoue

Comments Accepted at AAAI-25 Main Technical Track