AAAI

Predicting the Future by Retrieving the Past

Dazhao Du, Tao Han, Song Guo

机构 * Dazhao Du, Tao Han, Song Guo Corresponding Author（杜达昭、韩涛、郭松 通讯作者） 纠错

Comments Accepted by AAAI 2026

Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills

Jiayu Zhou, Qiwei Wu, Jian Li, Zhe Chen, Xiaogang Xiong, Renjing Xu

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

Parametric Pareto Set Learning for Expensive Multi-Objective Optimization

Ji Cheng, Bo Xue, Qingfu Zhang

Comments AAAI 2026

Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits

Bo Xue, Yuanyu Wan, Zhichao Lu, Qingfu Zhang

Comments Accepted by AAAI 2026

SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction

Zheng Jiang, Wei Wang, Gaowei Zhang, Yi Wang

Comments To be published in the Proceedings of AAAI-AISI 2026

Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents

Hao Li, Haotian Chen, Ruoyuan Gong, Juanjuan Wang, Hao Jiang

Comments Accepted by AAAI AISI 2026

X2Edit: Revisiting Arbitrary-Instruction Image Editing through Self-Constructed Data and Task-Aware Representation Learning

Jian Ma, Xujie Zhu, Zihao Pan, Qirong Peng, Xu Guo, Chen Chen, Haonan Lu

机构 * OPPO AI Center（OPPO人工智能中心） 纠错

Comments Accepted to AAAI 2026

Evaluating, Synthesizing, and Enhancing for Customer Support Conversation

Jie Zhu, Huaixia Dou, Junhui Li, Lifan Guo, Feng Chen, Chi Zhang, Fang Kong

Comments Accepted by AAAI-2026

Journal ref The Association for the Advancement of Artificial Intelligence (AAAI),2026

Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization

Yoonhyuk Choi, Jiho Choi, Chong-Kwon Kim

Comments AAAI 2026

When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework

Xiao Wang, Qian Zhu, Shujuan Wu, Bo Jiang, Shiliang Zhang

机构 * School of Computer Science and Technology, Anhui University, Hefei, China（安徽大学计算机科学与技术学院） ； Peng Cheng Laboratory, Shenzhen, China（鹏城实验室） ； School of Computer Science, Peking University, China（北京大学计算机科学学院） 纠错

Comments Accepted by AAAI 2026

Reasoning with Exploration: An Entropy Perspective

Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Wayne Xin Zhao, Zhenliang Zhang, Furu Wei

机构 * RUC（北京理工大学） ； MSRA（微软研究院） ； SJTU（上海交通大学） ； BIGAI（北京人工智能研究院） 纠错

Comments AAAI 2026 Conference

MindVote: When AI Meets the Wild West of Social Media Opinion

Xutao Mao, Ezra Xuanru Tao, Leyao Wang

Comments Accepted in AAAI 2026 (Oral)

Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models

Jiahuan Long, Tingsong Jiang, Wen Yao, Yizhe Xiong, Zhengqin Xu, Shuai Jia, Hanqing Liu, Chao Ma

Comments Accepted by AAAI 2026

Collaborative LLM Numerical Reasoning with Local Data Protection

Min Zhang, Yuzhe Lu, Yun Zhou, Panpan Xu, Lin Lee Cheong, Chang-Tien Lu, Haozhu Wang

机构 * AWS AI（AWS人工智能） 纠错

Comments Accepted to AAAI-2026

Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT

Qing Wu, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

Comments Accepted by AAAI 2026

Reasoning Is All You Need for Urban Planning AI

Sijie Yang, Jiatong Li, Filip Biljecki

Comments Submitted to AAAI 2026 Workshop AI4UP

TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection

Girish A. Koushik, Helen Treharne, Aditya Joshi, Diptesh Kanojia

Comments Accepted to Special Track on AI for Social Impact (AISI) at AAAI 2026

Beta Distribution Learning for Reliable Roadway Crash Risk Assessment

Ahmad Elallaf, Nathan Jacobs, Xinyue Ye, Mei Chen, Gongbo Liang

机构 * Texas A&M University-San Antonio（德克萨斯A&M大学-圣安东尼奥分校） ； Washington University in St. Louis（华盛顿大学圣路易斯分校） ； University of Alabama（阿拉巴马大学） ； University of Kentucky（肯塔基大学） 纠错

Comments Accepted to AAAI 2026

Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption through Empirical and Theoretical Analysis

Lars Krupp, Daniel Geißler, Vishal Banwari, Paul Lukowicz, Jakob Karolus

Comments Accepted by AAAI 2026 AISI

LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users

Elinor Poole-Dayan, Deb Roy, Jad Kabbara

Comments Paper accepted at AAAI 2026

KnowThyself: An Agentic Assistant for LLM Interpretability

Suraj Prasai, Mengnan Du, Ying Zhang, Fan Yang

机构 * Wake Forest University（威克森林大学） ； New Jersey Institute of Technology（新泽西理工学院） 纠错

Comments 5 pages, 1 figure, Accepted for publication at the Demonstration Track of the 40th AAAI Conference on Artificial Intelligence (AAAI 26)

Towards Transparent Stance Detection: A Zero-Shot Approach Using Implicit and Explicit Interpretability

Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella

Comments Accepted in AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM 2026)

Towards Scalable Web Accessibility Audit with MLLMs as Copilots

Ming Gu, Ziwei Wang, Sicen Lai, Zirui Gao, Sheng Zhou, Jiajun Bu

Comments 15 pages. Accepted by AAAI 2026 AISI

Inter-Agent Trust Models: A Comparative Study of Brief, Claim, Proof, Stake, Reputation and Constraint in Agentic Web Protocol Design-A2A, AP2, ERC-8004, and Beyond

Botao 'Amber' Hu, Helena Rong

Comments Submitted to AAAI 2026 Workshop on Trust and Control in Agentic AI (TrustAgent)

"Accessibility people, you go work on that thing of yours over there": Addressing Disability Inclusion in AI Product Organizations

Sanika Moharana, Cynthia L. Bennett, Erin Buehler, Michael Madaio, Vinita Tibdewal, Shaun K. Kane

Journal ref Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES 2025), 8(2), 1724-1737

Why Isn't Relational Learning Taking Over the World?

David Poole

Comments 10 pages (6 pages + references + appendices). To appear AAAI-2026

On Improvisation and Open-Endedness: Insights for Experiential AI

Botao 'Amber' Hu

Comments Submitted to AAAI 2026 Creative AI for Live Interactive Performances Workshop (CLIP) as a work-in-progress paper

Consistency of Responses and Continuations Generated by Large Language Models on Social Media

Wentao Xu, Wenlu Fan, Yuqi Zhu, Bin Wang

Comments This paper has been accepted by the 20th International AAAI Conference on Web and Social Media (ICWSM 2026), sunny Los Angeles, California, U.S

A Taxonomy of Questions for Critical Reflection in Machine-Assisted Decision-Making

Simon W. S. Fischer, Hanna Schraffenberger, Serge Thill, Pim Haselager

Comments Accepted at Eight AAAI/ACM Conference on AI, Ethics, and Society (AIES 2025), 20-22 October 2025 in Madrid, Spain

Journal ref Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. Vol. 8, 2025, pp.940-954

DEEP: A Discourse Evolution Engine for Predictions about Social Movements

Valerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna, Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian

Comments Accepted for publication at IAAI 2026. The final version will be available in the AAAI proceedings