AAAI

ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions

Xingwei He, Qianru Zhang, Pengfei Chen, Guanhua Chen, Linlin Yu, Yuan Yuan, Siu-Ming Yiu

Comments Accepted to AAAI 2026

HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology

Ziqiao Weng, Yaoyu Fang, Jiahe Qian, Xinkun Wang, Lee AD Cooper, Weidong Cai, Bo Zhou

机构 * footnotemark: 1 Corresponding author.（通讯作者） 纠错

Comments Accepted to AAAI 2026. 7 pages (main text), 12 pages total including references and supplementary material. 6 figures

Point Cloud Quantization through Multimodal Prompting for 3D Understanding

Hongxuan Li, Wencheng Zhu, Huiying Xu, Xinzhong Zhu, Pengfei Zhu

Comments Accepted by AAAI 2026. 11 pages, 7 figures

Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering

Xueren Ge, Sahil Murtaza, Anthony Cortez, Homa Alemzadeh

Comments Accepted by AAAI 2026

Arbitrary-Scale 3D Gaussian Super-Resolution

Huimin Zeng, Yue Bai, Yun Fu

Comments Accepted to AAAI 2026

Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation

Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan

Comments Accepted as an oral presentation by AAAI 2026

Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities

Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Ting Liu, Bing Qin

Comments To appear at AAAI 2026

FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection

Jiangyong Yu, Changyong Shu, Sifan Zhou, Zichen Yu, Xing Hu, Yan Chen, Dawei Yang

机构 * HOUMO AI 纠错

Comments This paper is acceptted by AAAI 2026

DiffOP: Reinforcement Learning of Optimization-Based Control Policies via Implicit Policy Gradients

Yuexin Bian, Jie Feng, Yuanyuan Shi

Comments The paper is accepted by AAAI 2026

Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances

Rishu Kumar Singh, Navneet Shreya, Sarmistha Das, Apoorva Singh, Sriparna Saha

Comments To be published in the Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026 Special Track on AI for Social Impact )

AutoTool: Efficient Tool Selection for Large Language Model Agents

Jingyi Jia, Qinbin Li

机构 * Jingyi Jia, Qinbin Li 纠错

Comments Accepted by AAAI 2026, 18 pages, 11 figures, Code: https://github.com/jiajingyyyyyy/AutoTool

SparseSurf: Sparse-View 3D Gaussian Splatting for Surface Reconstruction

Meiying Gu, Jiawei Zhang, Jiahe Li, Xiaohan Yu, Haonan Luo, Jin Zheng, Xiao Bai

Comments Accepted at AAAI 2026. Project page: https://miya-oi.github.io/SparseSurf-project

Apo2Mol: 3D Molecule Generation via Dynamic Pocket-Aware Diffusion Models

Xinzhe Zheng, Shiyu Jiang, Gustavo Seabra, Chenglong Li, Yanjun Li

Comments Accepted by AAAI 2026

Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details

Qiang Bai, Bojian Wu, Xi Yang, Zhizhong Han

Comments Accepted as an Poster paper at the AAAI Conference on Artificial Intelligence (AAAI-26)

Blur-Robust Detection via Feature Restoration: An End-to-End Framework for Prior-Guided Infrared UAV Target Detection

Xiaolin Wang, Houzhang Fang, Qingshan Li, Lu Wang, Yi Chang, Luxin Yan

Comments Accepted by AAAI 2026

Geometry Meets Light: Leveraging Geometric Priors for Universal Photometric Stereo under Limited Multi-Illumination Cues

King-Man Tam, Satoshi Ikehata, Yuta Asano, Zhaoyi An, Rei Kawakami

Comments Accepted by AAAI 2026 (Oral)

Fine-Grained Representation for Lane Topology Reasoning

Guoqing Xu, Yiheng Li, Yang Yang

Comments Accepted by AAAI 2026

MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization

Runhao Jiang, Chengzhi Jiang, Rui Yan, Huajin Tang

Comments Accepted by AAAI 2026

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

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

Comments Accepted for the 40th Annual AAAI Conference on Artificial Intelligence (2026) - Demonstration Track

Playmate2: Training-Free Multi-Character Audio-Driven Animation via Diffusion Transformer with Reward Feedback

Xingpei Ma, Shenneng Huang, Jiaran Cai, Yuansheng Guan, Shen Zheng, Hanfeng Zhao, Qiang Zhang, Shunsi Zhang

机构 * Project lead & Corresponding Author（项目负责人及通讯作者） 纠错

Comments AAAI 2026

Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden

Ainhize Barrainkua, Giovanni De Toni, Jose Antonio Lozano, Novi Quadrianto

Comments Accepted at AAAI 2026

Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm

Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu

Comments AAAI 2026 Oral. 14 pages (including appendix), 11 figures. Code, data, results, and additional resources are available at: https://model-editing.github.io

MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration

Hao Lu, Yanchi Gu, Haoyuan Huang, Yulin Zhou, Ningxin Zhu, Chen Li

Comments 48 pages, 3 figures. Accepted in AAAI-2026 (Main Technical Track). For code and model, see this https://github.com/JianChengXingYun/Mctsr-Zero

Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning

Rui Liu, Yuan Zhao, Zhenqi Jia

机构 * Rui Liu \equalcontrib , Yuan Zhao \equalcontrib , Zhenqi Jia（Rui Liu、Yuan Zhao、Zhenqi Jia） 纠错

Comments Accepted by AAAI 2026

Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization

Yan Huang, Yongyi Su, Xin Lin, Le Zhang, Xun Xu

Comments Accepted by AAAI 2026

Listen Like a Teacher: Mitigating Whisper Hallucinations using Adaptive Layer Attention and Knowledge Distillation

Kumud Tripathi, Aditya Srinivas Menon, Aman Gaurav, Raj Prakash Gohil, Pankaj Wasnik

Comments Accepted at AAAI 2026 - Main Technical Track

MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals

Xuan-Hao Liu, Yan-Kai Liu, Tianyi Zhou, Bao-Liang Lu, Wei-Long Zheng

Comments AAAI 2026, 16 pages

Few-Shot Precise Event Spotting via Unified Multi-Entity Graph and Distillation

Zhaoyu Liu, Kan Jiang, Murong Ma, Zhe Hou, Yun Lin, Jin Song Dong

Comments The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026)

BCE3S: Binary Cross-Entropy Based Tripartite Synergistic Learning for Long-tailed Recognition

Weijia Fan, Qiufu Li, Jiajun Wen, Xiaoyang Peng

Comments [AAAI-2026] code: https://github.com/wakinghours-github/BCE3S

Certified but Fooled! Breaking Certified Defences with Ghost Certificates

Quoc Viet Vo, Tashreque M. Haq, Paul Montague, Tamas Abraham, Ehsan Abbasnejad, Damith C. Ranasinghe

Comments Published as a conference paper at the Fortieth AAAI Conference on Artificial Intelligence (AAAI-26). Code available at: https://github.com/ghostcert/ghostcert