AAAI

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation

Yuqiao Wen, Behzad Shayegh, Chenyang Huang, Yanshuai Cao, Lili Mou

Comments Accepted by AAAI 2025

Mitigating Language Bias in Cross-Lingual Job Retrieval: A Recruitment Platform Perspective

Napat Laosaengpha, Thanit Tativannarat, Attapol Rutherford, Ekapol Chuangsuwanich

Comments To be published in CompJobs Workshop at AAAI 2025

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates

Aissatou Diallo, Antonis Bikakis, Luke Dickens, Anthony Hunter, Rob Miller

Comments Accepted as Oral at KnowFM @ AAAI 2025

Maximizing the Position Embedding for Vision Transformers with Global Average Pooling

Wonjun Lee, Bumsub Ham, Suhyun Kim

Comments Accepted at AAAI 2025

FSTA-SNN:Frequency-based Spatial-Temporal Attention Module for Spiking Neural Networks

Kairong Yu, Tianqing Zhang, Hongwei Wang, Qi Xu

Comments Accepted by AAAI 2025

Enhancing Two-Player Performance Through Single-Player Knowledge Transfer: An Empirical Study on Atari 2600 Games

Kimiya Saadat, Richard Zhao

Journal ref Proceedings of the Twentieth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-24), Lexington, USA, November, 2024

Procedural Content Generation in Games: A Survey with Insights on Emerging LLM Integration

Mahdi Farrokhi Maleki, Richard Zhao

Journal ref Proceedings of the Twentieth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-24), Lexington, USA, November, 2024

Segment Any 3D Gaussians

Jiazhong Cen, Jiemin Fang, Chen Yang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian

Comments AAAI-25. Project page: https://jumpat.github.io/SAGA

Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment

Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz

Comments Accepted at AAAI 2025

MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning

Shengbo Gu, Yu-Kun Qiu, Yu-Ming Tang, Ancong Wu, Wei-Shi Zheng

Comments AAAI 2025. 9 pages

ContinuouSP: Generative Model for Crystal Structure Prediction with Invariance and Continuity

Yuji Tone, Masatoshi Hanai, Mitsuaki Kawamura, Kenjiro Taura, Toyotaro Suzumura

Comments Accepted at the 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

Hierarchical Consensus Network for Multiview Feature Learning

Chengwei Xia, Chaoxi Niu, Kun Zhan

Comments AAAI 2025 accepted paper

MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition

Philippe Pasquier, Jeff Ens, Nathan Fradet, Paul Triana, Davide Rizzotti, Jean-Baptiste Rolland, Maryam Safi

Comments AAAI 25

Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution

Karam Park, Jae Woong Soh, Nam Ik Cho

Comments Published at AAAI 2025, for project page, see https://github.com/saturnian77/ASID

TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning

Yupei Liu, Yanting Wang, Jinyuan Jia

Comments To appear in AAAI'2025

Decentralized Federated Learning with Model Caching on Mobile Agents

Xiaoyu Wang, Guojun Xiong, Houwei Cao, Jian Li, Yong Liu

Comments Oral Presentation at AAAI 2025

CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction

Huiqun Huang, Sihong He, Fei Miao

Comments 9 pages, 2 figures

Journal ref AAAI 2025

LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease

Muhammad Zain Raza, Jiawei Xu, Terence Lim, Lily Boddy, Carlos M. Mery, Andrew Well, Ying Ding

Comments Accepted by GenAI for Health Workshop @ AAAI 2025, Philadelphia

DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation

Junghun Lee, Hyunju Kim, Fanchen Bu, Jihoon Ko, Kijung Shin

Comments Accepted to AAAI'25

The Master Key Filters Hypothesis: Deep Filters Are General

Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu

Comments AAAI 2025

De-singularity Subgradient for the $q$-th-Powered $\ell_p$-Norm Weber Location Problem

Zhao-Rong Lai, Xiaotian Wu, Liangda Fang, Ziliang Chen, Cheng Li

Comments AAAI 2025

JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts

Taein Son, Soo Won Seo, Jisong Kim, Seok Hwan Lee, Jun Won Choi

Comments Accepted to AAAI Conference on Artificial Intelligence 2025, 10 pages, 6 figures

Nearly Tight Bounds for Exploration in Streaming Multi-armed Bandits with Known Optimality Gap

Nikolai Karpov, Chen Wang

Comments AAAI 2025

Geoinformatics-Guided Machine Learning for Power Plant Classification

Blessing Austin-Gabriel, Aparna S. Varde, Hao Liu

Journal ref AAAI 2025 Conference Bridge Program

Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems

Atsumoto Ohashi, Ryuichiro Higashinaka

Comments Accepted by AAAI 2025 Main Technical Track

BrainMAP: Learning Multiple Activation Pathways in Brain Networks

Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li

Comments AAAI 2025

Transferable Adversarial Face Attack with Text Controlled Attribute

Wenyun Li, Zheng Zhang, Xiangyuan Lan, Dongmei Jiang

Comments Accepted by AAAI 2025

Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification

Haocong Rao, Chunyan Miao

Comments Accepted by AAAI 2025. Codes are available at https://github.com/Kali-Hac/MoCos. The Appendix A for Experiments (13 pages) and Appendix B for Theoretical Analysis (5 pages) are included in the version [v1] at arXiv:2412.09044

RFL: Simplifying Chemical Structure Recognition with Ring-Free Language

Qikai Chang, Mingjun Chen, Changpeng Pi, Pengfei Hu, Zhenrong Zhang, Jiefeng Ma, Jun Du, Baocai Yin, Jinshui Hu

Comments 9 pages, 6 figures. Accepted by AAAI 2025 Oral

Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching

Nan Jiang, Md Nasim, Yexiang Xue

Comments Extended Version of the Paper Accepted at AAAI 2025