IJCAI 2025

1,280 papers

A Survey of Structural Entropy: Theory, Methods, and Applications

Dingli Su, Hao Peng, Yicheng Pan, Angsheng Li

Multimodal Retina Image Analysis Survey: Datasets, Tasks and Methods

Hongwei Sheng, Heming Du, Xin Shen, Sen Wang, Xin Yu

The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning

Sheila Schoepp, Masoud Jafaripour, Yingyue Cao, Tianpei Yang, Fatemeh Abdollahi

Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives

Sara Sarto, Marcella Cornia, Rita Cucchiara

Comprehensive Review of Neural Differential Equations for Time Series Analysis

YongKyung Oh, Seungsu Kam, Jonghun Lee, Dong-Young Lim, Sungil Kim

Harnessing Vision Models for Time Series Analysis: A Survey

Jingchao Ni, Ziming Zhao, ChengAo Shen, Hanghang Tong, Dongjin Song

Federated Learning at the Forefront of Fairness: A Multifaceted Perspective

Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng

Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC

Siwei Meng, Yawei Luo, Ping Liu

A Survey on the Feedback Mechanism of LLM-based AI Agents

Zhipeng Liu, Xuefeng Bai, Kehai Chen, Xinyang Chen, Xiucheng Li

One-shot Federated Learning Methods: A Practical Guide

Xiang Liu, Zhenheng Tang, Xia Li, Yijun Song, Sijie Ji

Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era

Chenxi Liu, Shaowen Zhou, Qianxiong Xu, Hao Miao, Cheng Long

Graph Neural Networks for Databases: A Survey

Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang

A Survey on Bandit Learning in Matching Markets

Shuai Li, Zilong Wang, Fang Kong

Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach

Jichen Li, Lijia Xie, Hanting Huang, Bo Zhou, Binfeng Song

Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions

Anisio Lacerda, Gisele Pappa, Adriano César Machado Pereira, Wagner Meira Jr, Alexandre Guimarães de Almeida Barros

A Comprehensive Survey on Physical Risk Control in the Era of Foundation Model-enabled Robotics

Takeshi Kojima, Yaonan Zhu, Yusuke Iwasawa, Toshinori Kitamura, Gang Yan

Zero-shot Quantization: A Comprehensive Survey

MinJun Kim, Jaehyeon Choi, Jongkeun Lee, Wonjin Cho, U Kang

A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities

Pengfei Jiao, Hongjiang Chen, Xuan Guo, Zhidong Zhao, Dongxiao He

Emerging Advances in Learned Video Compression: Models, Systems and Beyond

Chuanmin Jia, Feng Ye, Siwei Ma, Wen Gao, Huifang Sun

Words Over Pixels? Rethinking Vision in Multimodal Large Language Models

Anubhooti Jain, Mayank Vatsa, Richa Singh

RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering

Matthew Hull, Haoran Wang, Matthew Lau, Alec Helbling, Mansi Phute

Generative AI for Immersive Video: Recent Advances and Future Opportunities

Kaiyuan Hu, Yili Jin, Hao Zhou, Linfeng Du, Jiangchuan Liu

Toward Robust Non-Transferable Learning: A Survey and Benchmark

Ziming Hong, Yongli Xiang, Tongliang Liu

Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond

kehan Guo, Yili Shen, Gisela Abigail Gonzalez-Montiel, Yue Huang, Yujun Zhou

A Survey on One-To-Many Negotiation: A Taxonomy of Interdependency

Tamara C.P. Florijn, Pınar Yolum, Tim Baarslag

40 Years of Research in Possibilistic Logic – a Survey

Didier Dubois, Henri Prade

Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era

Giovanni Pio Delvecchio, Lorenzo Molfetta, Gianluca Moro

Understanding PII Leakage in Large Language Models: A Systematic Survey

Shuai Cheng, Zhao Li, Shu Meng, Mengxia Ren, Haitao Xu

Empowering LLMs with Logical Reasoning: A Comprehensive Survey

Fengxiang Cheng, Haoxuan Li, Fenrong Liu, Robert Van Rooij, Kun Zhang

Control in Computational Social Choice

Jiehua Chen, Joanna Kaczmarek, Paul Nüsken, Jörg Rothe, Ildikó Schlotter

Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture

John Burden, Marko Tesic, Lorenzo Pacchiardi, José Hernández-Orallo

A Survey on Model Repair in AI Planning

Pascal Bercher, Sarath Sreedharan, Mauro Vallati

Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey

Kamal Acharya, Iman Sharifi, Mehul Lad, Liang Sun, Houbing Song

Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis

Haohao Zhu, Tingting Li, Peng He, Jiayu Zhou

Toward Informed AV Decision-Making: Computational Model of Well-being and Trust in Mobility

Zahra Zahedi, Shashank Mehrotra, Teruhisa Misu, Kumar Akash

Hand by Hand: LLM Driving EMS Assistant for Operational Skill Learning

Wei Xiang, Ziyue Lei, Haoyuan Che, Fangyuan Ye, Xueting Wu

Explainability Through Human-Centric Design for XAI in Lung Cancer Detection

Amy Rafferty, Rishi Ramaesh, Ajitha Rajan

The Delta of Thought: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations

Antonio Lieto, Gian Luca Pozzato, Stefano Zoia

LivePoem: Improving the Learning Experience of Classical Chinese Poetry with AI-Generated Musical Storyboards

Qihao Liang, Xichu Ma, Torin Hopkins, Ye Wang

Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication

Tom Kouwenhoven, Max Peeperkorn, Roy de Kleijn, Tessa Verhoef

HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing

Lin Jiang, Yu Yang, Guang Wang

Creative Momentum Transfer: How Timing and Labeling of AI Suggestions Shape Iterative Human Ideation

Guangrui Fan, Dandan Liu, Lihu Pan, Yishan Huang

Reflective Verbal Reward Design for Pluralistic Alignment

Carter Blair, Kate Larson, Edith Law

Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild

Filipe Altoe, Sérgio Miguel Gonçalves Pinto, H Sofia Pinto

Intoner: For Chinese Poetry Intoning Synthesis

Heda Zuo, Liyao Sun, Zeyu Lai, Weitao You, Pei Chen

Pay Attention to the Keys: Visual Piano Transcription Using Transformers

Uros Zivanovic, Ivan Pilkov, Carlos Cancino-Chacón

Weakly-Supervised Movie Trailer Generation Driven by Multi-Modal Semantic Consistency

Sidan Zhu, Yutong Wang, Hongteng Xu, Dixin Luo

MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models

Donghao Zhou, Jiancheng Huang, Jinbin Bai, Jiaze Wang, Hao Chen

AI-Assisted Human-Pet Artistic Musical Co-Creation for Wellness Therapy

Zihao Wang, Le Ma, Yuhang Jin, Yongsheng Feng, Xin Pan

NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms

Yashan Wang, Shangda Wu, Jianhuai Hu, Xingjian Du, Yueqi Peng

Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis

Jiapeng Wang, Chengyu Wang, Jun Huang, LianWen Jin

A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks

Khoi Trinh, Scott Seidenberger, Raveen Wijewickrama, Murtuza Jadliwala, Anindya Maiti

AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing

Tongtong Su, Chengyu Wang, Bingyan Liu, Jun Huang, Dongming Lu

Towards a Practical Tool for Music Composition: Using Constraint Programming to Model Chord Progressions and Modulations

Damien Sprockeels, Peter Van Roy

SynthRL: Cross-domain Synthesizer Sound Matching via Reinforcement Learning

Wonchul Shin, Kyogu Lee

Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora

Ilana Shapiro, Ruanqianqian (Lisa) Huang, Zachary Novack, Cheng-i Wang, Hao-Wen Dong

GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework

Ang Lv, Xu Tan, Peiling Lu, Wei Ye, Shikun Zhang

QA-MDT: Quality-aware Masked Diffusion Transformer for Enhanced Music Generation

Chang Li, Ruoyu Wang, Lijuan Liu, Jun Du, Yixuan Sun

METEOR: Melody-aware Texture-controllable Symbolic Music Re-Orchestration via Transformer VAE

Dinh-Viet-Toan Le, Yi-Hsuan Yang

Precarity and Solidarity: Preliminary Results on a Study of Queer and Disabled Fiction Writers’ Experiences with Generative AI

Carolyn Lamb, Daniel G. Brown, Maura R. Grossman

Leveraging Large Language Models for Active Merchant Non-player Characters

Byungjun Kim, Minju Kim, Dayeon Seo, Bugeun Kim

SmartSpatial: Enhancing 3D Spatial Awareness in Stable Diffusion with a Novel Evaluation Framework

Mao Xun Huang, Brian J Chan, Hen-Hsen Huang

Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design

HsiaoYuan Hsu, Yuxin Peng

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance

Jiasong Feng, Ao Ma, Jing Wang, Ke Cao, Zhanjie Zhang

FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending

Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang

ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning

Zhongjie Duan, Hong Zhang, Wenmeng Zhou, Cen Chen, Yaliang Li

A³-Net: Calibration-Free Multi-View 3D Hand Reconstruction for Enhanced Musical Instrument Learning

Geng Chen, Xufeng Jian, Yuchen Chen, Pengfei Ren, Jingyu Wang

Algorithmic Composition Using Narrative Structure and Tension

Francisco Braga, Gilberto Bernardes, Roger B. Dannenberg, Nuno Correia

Large Language Model Meets Constraint Propagation

Alexandre Bonlarron, Florian Régin, Elisabetta De Maria, Jean-Charles Régin

Bidirectional Human–AI Collaboration for Equitable Student Performance Prediction via Deep Uncertainty Learning

Ruohan Zong, Yang Zhang, Lanyu Shang, Frank Stinar, Nigel Bosch

Reinforcement Learning for Hybrid Charging Stations Planning and Operation Considering Fixed and Mobile Chargers

Yanchen Zhu, Honghui Zou, Chufan Liu, Yuyu Luo, Yuankai Wu

BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling

Yixuan Zhao, Hongkai Wen, Xingchen Zhang, Man Luo

OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data

Jinwei Zeng, Yu Liu, Guozhen Zhang, Jingtao Ding, Yuming Lin

ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers

Xiaoyan Yuan, Wei Wang, Han Liu, Jian Chen, Xiping Hu

QBR – A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public

Mingruo Yuan, Ben Kao, Tien-Hsuan Wu

LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions

Qihao Yang, Yu Yang, Sixu An, Tianyong Hao, Guandong Xu

Generative Agents for Multimodal Controversy Detection

Tianjiao Xu, Jinfei Gao, Keyi Kong, Jianhua Yin, Tian Gan

Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers

Chi Xu, Yili Jin, Sami Ma, Rongsheng Qian, Hao Fang

HARMONY: A Privacy-preserving and Sensor-agnostic Tele-monitoring system

Qipeng Xie, Hao Guo, Weizheng Wang, Yongzhi Huang, Linshan Jiang

City-Level Foreign Direct Investment Prediction with Tabular Learning on Judicial Data

Tianxing Wu, Lizhe Cao, Shuang Wang, Jiming Wang, Shutong Zhu

ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media

Zheng Wei, Mingchen Li, Pu Zhang, Xinyu Liu, Huamin Qu

Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction

Bonan Wang, Haicheng Liao, Chengyue Wang, Bin Rao, Yanchen Guan

MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage

Meng Wan, Tiantian Liu, Yuxuan Bi, Jue Wang, Hui Cui

DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis

Prashanth Vijayaraghavan, Soroush Vosoughi, Lamogha Chiazor, Raya Horesh, Rogério Abreu De Paula

Enhancing Online Climate Discourse: A Two-Stage Framework for Climate Content Categorization and Moderation

Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella

AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems

Dmitriy Umerenkov, Alexandr Nesterov, Vladimir Shaposhnikov, Ruslan Abramov, Nikolay Romanenko

Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System

Lo Pang-Yun Ting, Hong-Pei Chen, An-Shan Liu, Chun-Yin Yeh, Po-Lin Chen

SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India

Salam Michael Singh, Manik Inder Singh Sethi, Suresh Bada Math, Tanmoy Chakraborty

CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification

Jimeng Shi, Bowen Jin, Jiawei Han, Sundararaman Gopalakrishnan, Giri Narasimhan

Classifying and Tracking International Aid Contribution Towards SDGs

Sungwon Park, Dongjoon Lee, Kyeongjin Ahn, Yubin Choi, Junho Lee

SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis

Liangrui Pan, Xiaoyu Li, Yutao Dou, Qiya Song, Jiadi Luo

Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems

Benedetta Muscato, Lucia Passaro, Gizem Gezici, Fosca Giannotti

Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine

Zakaria Mehrab, S.S. Ravi, Logan Stundal, Samarth Swarup, Srini Venkatramanan

Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal

Yue Mao, Zhongdi Qu, Imanol Miqueleiz, Aaron Ferber, Sami Wolf

Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models

Ke Liu, Shangde Gao, Yichao Fu, Xiaoliang Wu, Shuo Tong

Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources

Yikuan Li, Chengsheng Mao, Kaixuan Huang, Hanyin Wang, zheng Yu

AI-Assisted Triage and Decision Support of Head and Neck Cancer Screening and Diagnosis in Low-Resourced Settings

Min Hun Lee, Sean Shao Wei Lam, Shaun Xin Hong Liew, Michael Dorosan, Nicholas Graves

Towards the 30 by 30 Kunming-Montreal Global Biodiversity Framework Target: Optimising Graph Connectivity in Constraint-Based Spatial Planning

Sulian Le Bozec-Chiffoleau, Dimitri Justeau-Allaire, Xavier Lorca, Charles Prud'homme, Gilles Simonin

Leveraging Artificial Intelligence to Bridge Gaps in Pediatric Oncology Care for Marginalized Spanish-Speaking Communities

Grigorii Khvatskii, Angelica Garcia Martinez, Deng Pan, Matthew Belcher, Gerónimo Medrano Loera

What is Behind Homelessness Bias? Using LLMs and NLP to Mitigate Homelessness by Acting on Social Stigma

Jonathan A. Karr Jr., Emory Smith, Matthew Hauenstein, Georgina Curto, Nitesh V. Chawla