AAAI

COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction

Zhichao Duan, Tengyu Pan, Zhenyu Li, Xiuxing Li, Jianyong Wang

Comments AAAI 2025 poster

Join the Chat: How Curiosity Sparks Participation in Telegram Groups

Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos André Gonçalves, Marco Mellia

Comments This paper has been accepted at the 2025 International AAAI Conference on Web and Social Media (ICWSM-25)

CoDTS: Enhancing Sparsely Supervised Collaborative Perception with a Dual Teacher-Student Framework

Yushan Han, Hui Zhang, Honglei Zhang, Jing Wang, Yidong Li

Comments AAAI 2025 (Oral)

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient

Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Heng Chang, Wenbo Zhu, Xinting Hu, Xiao Zhou, Xu Yang

Comments AAAI 2025 camera-ready version

A $(1+ε)$-Approximation for Ultrametric Embedding in Subquadratic Time

Gabriel Bathie, Guillaume Lagarde

Comments Extended version of AAAI 2025

Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset

Bin Tang, Keqi Pan, Miao Zheng, Ning Zhou, Jialu Sui, Dandan Zhu, Cheng-Long Deng, Shu-Guang Kuai

Comments 9 pages, 6 figures, AAAI 2025 Oral

UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks

Yuanbin Qian, Shuhan Ye, Chong Wang, Xiaojie Cai, Jiangbo Qian, Jiafei Wu

Comments Accepted by AAAI 2025

Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy

Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu

Comments 11 pages, 7 figures, published in AAAI 2025

Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification

Wenbo Dai, Lijing Lu, Zhihang Li

Comments AAAI 2025

Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks

Minh-Duc Nguyen, Phuong Mai Dinh, Quang-Huy Nguyen, Long P. Hoang, Dung D. Le

Comments Accepted to AAAI-25

PUBLICSPEAK: Hearing the Public with a Probabilistic Framework in Local Government

Tianliang Xu, Eva Maxfield Brown, Dustin Dwyer, Sabina Tomkins

Comments 10 pages, 3 figures, in the 39th Annual AAAI Conference on Artificial Intelligence

VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention

Jiangning Wei, Lixiong Qin, Bo Yu, Tianjian Zou, Chuhan Yan, Dandan Xiao, Yang Yu, Lan Yang, Ke Li, Jun Liu

Comments Accepted by AAAI 2025

Balanced and Fair Partitioning of Friends

Argyrios Deligkas, Eduard Eiben, Stavros D. Ioannidis, Dušan Knop, Šimon Schierreich

Comments A preliminary version appeared in AAAI '25

Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing

Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Richong Zhang

Comments 9 pages, 5 figures, 3 tables. Accepted by The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards

Alvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fierrez

Comments Published in the Workshop on Innovation and Responsibility in AI-Supported Education (iRAISE25) at AAAI 2025

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis

Weikai Li, Ding Wang, Zijian Ding, Atefeh Sohrabizadeh, Zongyue Qin, Jason Cong, Yizhou Sun

Comments Accepted by AAAI 2025

ParGo: Bridging Vision-Language with Partial and Global Views

An-Lan Wang, Bin Shan, Wei Shi, Kun-Yu Lin, Xiang Fei, Guozhi Tang, Lei Liao, Can Huang, Jingqun Tang, Wei-Shi Zheng

Comments Accepted by AAAI 2025

Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection

Hanlin Pan, Kunpeng Liu, Wanfu Gao

Comments 9pages,6 figures,accept at AAAI 25

ARCHED: A Human-Centered Framework for Transparent, Responsible, and Collaborative AI-Assisted Instructional Design

Hongming Li, Yizirui Fang, Shan Zhang, Seiyon M. Lee, Yiming Wang, Mark Trexler, Anthony F. Botelho

Comments Accepted to the iRAISE Workshop at AAAI 2025. To be published in PMLR Volume 273

Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection

Yue Hou, He Zhu, Ruomei Liu, Yingke Su, Jinxiang Xia, Junran Wu, Ke Xu

Comments Accepted by AAAI 2025 (The 39th Annual AAAI Conference on Artificial Intelligence)

Enhancing elusive clues in knowledge learning by contrasting attention of language models

Jian Gao, Xiao Zhang, Ji Wu, Miao Li

Comments Oral presentation in AAAI 2025

ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data

Yufan Shen, Chuwei Luo, Zhaoqing Zhu, Yang Chen, Qi Zheng, Zhi Yu, Jiajun Bu, Cong Yao

Comments AAAI 2025

BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence

Zhecheng Sheng, Tianhao Zhang, Chen Jiang, Dongyeop Kang

Comments Accepted to the 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

Han Cao, Lingwei Wei, Wei Zhou, Songlin Hu

Comments Accepted by AAAI 2025

MINT-Demo: Membership Inference Test Demonstrator

Daniel DeAlcala, Aythami Morales, Julian Fierrez, Gonzalo Mancera, Ruben Tolosana, Ruben Vera-Rodriguez

Comments Demo Paper Presented at Demo Track CVPR 24' and at AAAI 25' AIGOV workshop

Instruction-Augmented Long-Horizon Planning: Embedding Grounding Mechanisms in Embodied Mobile Manipulation

Fangyuan Wang, Shipeng Lyu, Peng Zhou, Anqing Duan, Guodong Guo, David Navarro-Alarcon

Comments 17 pages, 11 figures

Journal ref AAAI 2025

Symbolic Neural Ordinary Differential Equations

Xin Li, Chengli Zhao, Xue Zhang, Xiaojun Duan

Comments Accepted in AAAI 2025

Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews

Pranjal Atrey, Michael P. Brundage, Min Wu, Sanghamitra Dutta

Comments Accepted at DAI Workshop, AAAI-2025

ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks

Cagla Ipek Kocal, Onat Gungor, Aaron Tartz, Tajana Rosing, Baris Aksanli

Comments Accepted by the AAAI-25 Workshop on Artificial Intelligence for Time Series Analysis (AI4TS)

Efficient Traffic Prediction Through Spatio-Temporal Distillation

Qianru Zhang, Xinyi Gao, Haixin Wang, Siu-Ming Yiu, Hongzhi Yin

Comments 9 pages

Journal ref AAAI'2025