AAAI 2026

4,920 papers

Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service)

Sebastian Zimmermann, René Groh, Andreas M. Kist

Principles2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans

Tammy Zhong, Yang Song, Maurice Pagnucco

Beyond the Black Box: Demystifying Multi-Turn LLM Reasoning with VISTA

Yiran Zhang, Mingyang Lin, Mark Dras, Usman Naseem

Placing Any Object at Any 3D Position

Junhao Zhang, Ming Kong, Zhanbin Hu, Hao Qin, ZHIJIE XU

Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation

Hui Zhang, Guangchen Ruan, Hui Xiao

CLEAR: Error Analysis via LLM-as-a-Judge Made Easy

Asaf Yehudai, Lilach Eden, Yotam Perlitz, Roy Bar-Haim, Michal Shmueli-Scheuer

OrcheCause Agent: From Textual Knowledge to End-to-End Causal Inference

Jinseok Yang, Jung-Hee Kim, Juhyun Lyu, Soonyoung Lee, Woohyung Lim

PortfolioPilot: An Agentic Platform for Financial Portfolio Management Algorithm Development and Evaluation

Jared Chan Xu Yang, Haokai Ma, Yunshan Ma

VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management

Zhikai Xue, Tianqianjin Lin, Pengwei Yan, Ruichun Wang, Yuxin Liu

KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks

Zekun Xi, Ziyan Jiang, Yujie Bao, Zhenqian Xu, Shumin Deng

AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems

Zekun Wu, Seonglae Cho, Cristian Enrique Munoz Villalobos, Theo King, Umar Mohammed

AgentSeer: Visualizing and Evaluating Temporal Actions in Agentic AI Systems

Ilham Wicaksono, Zekun Wu, Rahul Patel, Theo King, Adriano Koshiyama

AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models

Daniel Karl I. Weidele, Priyanshu Rai, Frederico Araujo, Teryl Taylor, Radu Marinescu

SafeLens: Segment-Level Hate Speech Detection in Online Videos

Zhuoran Wang, Dylan Raharja, Yujia Hu, Roy Ka-Wei Lee

Risk Atlas Nexus: A System for Managing AI Risks

Inge Vejsbjerg, Rahul Nair, Elizabeth M. Daly, Dhaval Salwala, Seshu Tirupathi

ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation

Purna Chandra Sekhar Vakudavathu, Kushal Mukherjee, Jayachandu Bandlamudi, Renuka Sindhgatta, Sameep Mehta

Agentic Solutions for IT Financial Operations

Bekir O. Turkkan, Pavankumar Murali, Chandrasekhar Narayanaswami, Vadim Sheinin

A Visualized Framework for Event Cooperation with Generative Agents

Yuyang Tian, Shunqiang Mao, Wenchang Gao, Lanlan Qiu, Tianxing He

Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting

Yolo Yunlong Tang, Jing Bi, Chao Huang, Susan Liang, Daiki Shimada

RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents

Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh

AI for Memory Preservation: Automated Restoration of Photographs Damaged by Floods

Jose Daniel Galvan Suazo, Hugo Albert Bonet, Carlos Monserrat-Aranda, Cesar Ferri

AuditAgent: LLM Agent for Risks Auditing in Recommender Systems

Du Su, Zhenxing Chen, Shilong Zhao, Yuanhao Liu, Fei Sun

CausalPulse: Agentic Copilot for Root Cause Analysis in Smart Manufacturing

Chathurangi Shyalika, Utkarshani Jaimini, Cory Henson, Amit Sheth

PPS: An Efficient Java-based Simulator for Time-Discrete PDDL+

Enrico Scala, Francesco Percassi, Mauro Vallati

City of Light (COL): A City-Scale, Geo-Anchored Urban Simulator with High-Throughput Multi-Sensor Streams

Ilias Sarbout, Mehdi Ounissi, Théo Cazenave-Coupet, Dan Milea, Daniel Racoceanu

Automated Multi-Camera Inspection System for Aircraft

Mark David Rice, Gu Ying, Kelvin Wei Lim, Qing Yu Hoo, Liyuan Li

ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning

Christopher B. Rauch, Rosina O. Weber

Steve: Your Personal AI Career Coach

Balaji Rao, Naveen Mathews Renji, Elena Korshakova, Carlo Lipizzi

Wikatoni: An Agentic AI System for Energy Engineering Workflows

Sampath Rajapaksha, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Tim Clarke, Fraser Kerr

GenMatLab: A Generative Platform for Inverse Materials Design

Hangwei Qian, Yang He, Yaxin Shi, Ivor Tsang

KnowThyself: An Agentic Assistant for LLM Interpretability

Suraj Prasai, Mengnan Du, Ying Zhang, Fan Yang

AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations

Dhaval Patel, Nianjun Zhou, Shuxin Lin, James Rayfield, Chathurangi Shyalika

MulTiCast: A Multimodal Time Series Forecasting System

Sehyuk Park, Caren Han, Hyunsuk Chung

Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding

Heesoo Park, Sujin Park, Dongjun Lee

VulnBench: A Comprehensive Benchmark for Transformer-Based Vulnerability Detection

Jake Norton, David Eyers, Veronica Liesaputra

MemoVision: A Digital Catalog for Everyday Interactions

Lai Xing Ng, Keith Tien Wei Tang, Jacky Jie Wei Tan

OMEGA: An Ontology-Driven Tool for Explaining Multi-Agent Path Finding

Bharath Muppasani, Ritirupa Dey, Biplav Srivastava, Vignesh Narayanan

PANSim: Visualization Tool for Planning and Acting against Nature

Erol Medenčević, Jakub Med, Lukáš Chrpa

Chatsparent: An Interactive System for Detecting and Mitigating Cognitive Fatigue in LLMs

Riju Marwah, Vishal Pallagani, Ritvik Garimella, Amit Sheth

Framework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense

Kirill Lukianov, Mikhail Drobyshevskiy, Georgii Sazonov, Mikhail Soloviov, Ilya Makarov

DS SERVE: A Framework for Efficient and Scalable Neural Retrieval

Jinjian Liu, Yichuan Wang, Xinxi Lyu, Rulin Shao, Joseph E. Gonzalez

Risk-Aware Bilingual Spoken Dialogue for Campus Mental Health Support

You-Teng Lin, Li-Yang Zhang, Yi-Tang Chen, Jen-Tzung Chien

RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents

SeungHoo Lee, JuneHyoung Kwon, Jooweon Choi, JungMin Yun, Seunguk Yu

GAICo: Demonstrating a Unified Framework for Multi-Modal GenAI Evaluation

Pallav Koppisetti, Nitin Gupta, Kausik Lakkaraju, Biplav Srivastava

AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection

DONGMIN KIM, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Seungdong Yoa

RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation

Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Jeonghye Kim, Yongjae Shin

GeoProblem Factory: A Visual Interaction System for Solvable and Controllable Geometric Problem Generation by Leveraging Symbolic Deduction Engine

Zhuoxuan Jiang, Yanpeng Li, Tianyang Zhang, Jing Chen, Yong Li

AirNavigation: Let UAV Navigation Tell Its Own Story

Jianyu Jiang, Zequan Wang, Liang Yao, Shengxiang Xu, Fan LIU

Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources

Zhaoheng Huang, Yutao Zhu, Jirong Wen, Zhicheng Dou

GPTKB v1.5: A Massive Knowledge Base for Exploring Factual LLM Knowledge

Yujia Hu, Tuan-Phong Nguyen, Shrestha Ghosh, Moritz Müller, Simon Razniewski

RAPID: A Rapid Prototyping Platform for Industrial Automation

Sunghoon Hong, Junseok Park, Whiyoung Jung, Deunsol Yoon, Woohyung Lim

Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation

Aris Hofmann, Inge Vejsbjerg, Dhaval Salwala, Elizabeth M. Daly

3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation

Yunhong He, Zhengqing Yuan, Zhengzhong Tu, Yanfang Ye, Lichao Sun

TPR: A Training Procedure Representation to Augment XR Simulations with LLMs

Michael Guevarra, Christabel Wayllace, Srijita Das, Carrie Demmans Epp, Alan Tay

Federated Learning Playground

Bryan Shan Guanrong, Alysa Ziying Tan, Han Yu

In-Situ Eval: A Modular Framework for Custom and Real-Time RAG Benchmarking

Ritvik Garimella, Kaushik Roy, Chathurangi Shyalika, Amit Sheth

DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools

Neelamadhav Gantayat, Renuka Sindhgatta, Sambit Ghosh, Sameep Mehta, Soujanya Soni

Next-Generation Metalens Vision System: Powered by AI and Applied to AI

Fen Fang, Muli Yang, Henan Wang, Xinan Liang, Tobias Mass

IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection

Kaveh Eskandari Miandoab, Katharine Kowalyshyn, Kabir Pamnani, Anesu Gavhera, Vasanth Sarathy

PAGER: Proactive Monitoring Agent for Enterprise AI Assistant

Sujan Dutta, Junior Francisco Garcia Ayala, Pranav Pujar, Sai Sree Harsha, Dan Luo

Traffic Signal Plans Explorer: A General Framework for Visualising Traffic Evolution

Francesco Doria, Francesco Percassi, Marco Maratea, Mauro Vallati

Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs

Dinh-Truong Do, Hoang-An Trieu, Van-Thuy Phi, Le-Minh Nguyen, Yuji Matsumoto

Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology

Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov

PHOTONS: Pose-Free Human-Centric Photo-Realistic Real-Time Novel View Synthesis from Sparse Views

Yongyang Cheng, Boqin Qin, Zhao Hui, Xu Chen, Tao Zhang

SmartEyes: Plug-and-Play Event Detection for Retail Loss Prevention

Pi-Wei Chen, Jerry Chun-Wei Lin, Barış Fahri Kahrıman, Zih-Ching Chen, Rafał Cupek

SHARE: Synthesizing Heterogeneous Autism-support Records into Evidence-based Recommendations

Saumya Chauhan, Mila Hong

PAL: Personal Adaptive Learner

Megha Chakraborty, Darssan L. Eswaramoorthi, Madhur Thareja, Het Riteshkumar Shah, Finlay Palmer

InTimeAD: Interactive Time Series Anomaly Detection

Louis Carpentier, Wannes Meert, Mathias Verbeke

ARGUS: Towards End-to-End Argument Mining with Large Language Models

Ettore Caputo, Sergio Greco, Lucio La Cava

QueryGym: Step-by-Step Interaction with Relational Databases

Haritha Ananthakrishnan, Harsha Kokel, Kelsey Sikes, Debarun Bhattacharjya, Michael Katz

DTECT: Dynamic Topic Explorer & Context Tracker

Suman Adhya, Debarshi Kumar Sanyal

Algorithms for Context Engineering in LLM Inference: Optimization of Placement, Compression, and Scheduling

Teresa Zhang

Can You Trust What I Think? Analyzing and Improving Verbalized Uncertainty and Factuality in Reasoning-Based Large Language Models

Tianruo Rose Xu

Building Interpretable, Trust-worthy Systems for Neural Signal Decoding

Hua Xu

Scale Regularization for Stable Low-Rank Adaptation

Tan Xeng Ian

Semantic-Aware Data Augmentation for Sequential Recommendation

Zhifu Wei

Breaking Cross-View Associations: Byzantine Model Poisoning Attack against Vertical Federated Learning

Jarin Tasneem

De-Speakerizing Accented ASR: Measuring and Mitigating Speaker Entanglement for Fair, Reliable Recognition

Jiaen Sun

Physics Consistent World Models via Schrödinger-Bridge Optimal Transport for Computational Imaging and 3D-Consistent Video Generations

Abhiram Srivatsa Kadaba

Native Speech Processing with LLMs

Aaron Soh

Cylindrical Lattice Embedding for Program Induction

Jinseo Shim

Controllable Epistemic Sensitivity in Large Language Models: Probing, Benchmarking, and Adaptive Reasoning

Srivarshinee S

Adapting Hybrid Parallel-Head Large Language Models for Southeast Asia

Kin Meng Ng

Towards Data-Efficient Deep Learning for RNA 3D Structure Prediction and Design

Yimeng Liu

Persona, Ego, Shadow, and Self: A Map of the Soul Framework for Proto-Emotional Homeostasis in AI

Napassorn Litchiowong

When AI Meets AI: A Game-Theoretic Defense Framework Against AI Empowered Cyber Threats

Xinyu Li

Unveiling AI Safety in Fine-tuning Quantized Model

Hai Le

Understanding the Management of Rape Trauma with AI and Neuroimaging

Samruddhi Kamble

AI-Driven Real-Time Acoustic Modelling for Better Audio Perception in Dynamic Environments

James Blossom Eleojo

Causal-LLM: Towards Predictive and Interpretable Spatiotemporal Foundation Models

Zhiqing Cui

Adaptive KL Control for Direct Preference Optimization in Instruction-Following LLMs

Yi Khuen Chai

Multimodal Digital Phenotyping for Early Prediction of Manic Episodes Through Keystroke Dynamics and Circadian Pattern Analysis

Krish Bhatnagar

Hallucinations at the Firewall

Woo Jon Hou Ainsley

BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract)

Tongle Zhao, Fang Fan, Huiqi Zhao, Xiaodu Liu

Atom-level Adaptive Receptive Fields: A Pruning-Based Encoder for 2D Molecular Graphs (Student Abstract)

Yuhao Zhang, Ningkang Peng, Yafei Liu, Lin Li, Masaru Kitsuregawa

Sketch-Guided Anime Hair Editing Using Multimodal Diffusion Transformer (Student Abstract)

Tianyu Zhang, I-Chao Shen, Haoran Xie

SIGN: Schema Induced Games for Naming (Student Abstract)

Ryan Zhang, Herbert Woisetschläger

PANDA: Empowering Small Language Models for Proactive Dialogue Through Agent-Based Synthesis (Student Abstract)

Rongyu Zhang, Dingyuan Zhang, Haopeng Li

Doubly Robust Causal Estimation Under Multi-View Network Interference (Student Abstract)

Hanzhang Yuan, Sheng Li

DINOv3-Powered Multi-Task Foundation Model for Quantitative Remote Sensing Estimation (Student Abstract)

Zhenyu Yu, Mohd Yamani Idna Idris, Pei Wang, Rizwan Qureshi