AAAI

Instance Generation for Meta-Black-Box Optimization through Latent Space Reverse Engineering

Chen Wang, Yue-Jiao Gong, Zhiguang Cao, Zeyuan Ma

Comments Accepted by AAAI 2026

FedShard: Federated Unlearning with Efficiency Fairness and Performance Fairness

Siyuan Wen, Meng Zhang, Yang Yang, Ningning Ding

Comments Accepted by AAAI (2026)

Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors

Haoyu Zhao, Linghao Zhuang, Xingyue Zhao, Cheng Zeng, Haoran Xu, Yuming Jiang, Jun Cen, Kexiang Wang, Jiayan Guo, Siteng Huang, Xin Li, Deli Zhao, Hua Zou

Comments AAAI 2026

ORVIT: Near-Optimal Online Distributionally Robust Reinforcement Learning

Debamita Ghosh, George K. Atia, Yue Wang

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； Department of Computer Science（计算机科学系） ； University of Central Florida（中央佛罗里达大学） 纠错

Comments Accepted by AAAI 2026

Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning

Lingfeng He, De Cheng, Di Xu, Huaijie Wang, Nannan Wang

Comments AAAI-2026 Poster

ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models

Zihan Wang, Rui Zhang, Hongwei Li, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Guowen Xu

Comments This is an extended version of the copyrighted publication at AAAI

CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis

Alec Sargood, Lemuel Puglisi, James H. Cole, Neil P. Oxtoby, Daniele Ravì, Daniel C. Alexander

Comments Article accepted at AAAI-2026

SpatioTemporal Difference Network for Video Depth Super-Resolution

Zhengxue Wang, Yuan Wu, Xiang Li, Zhiqiang Yan, Jian Yang

Comments accepted by AAAI 2026

LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Xiaoran Liu, Yuerong Song, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Ziwei He, Xipeng Qiu

机构 * Fudan University（复旦大学） ； Shanghai Innovation Institute（上海创新研究院） ； Shanghai AI Lab（上海人工智能实验室） 纠错

Comments 16 pages, 11 figures, Accepted by AAAI 2026

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments

Zikang Leng, Megha Thukral, Yaqi Liu, Hrudhai Rajasekhar, Shruthi K. Hiremath, Jiaman He, Thomas Plötz

Comments Accepted by AAAI 2026

MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis

Yilun Liu, Chunguang Zhao, Xinhua Yang, Hongyong Zeng, Shimin Tao, Weibin Meng, Minggui He, Yan Yu, Hongxia Ma, Li Zhang, Daimeng Wei, Boxing Chen

Comments accepted by AAAI 2026

MPMA: Preference Manipulation Attack Against Model Context Protocol

Zihan Wang, Rui Zhang, Yu Liu, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Hongwei Li, Guowen Xu

Comments This is an extended version of the copyrighted publication at AAAI

A Multi-Agent Conversational Bandit Approach to Online Evaluation and Selection of User-Aligned LLM Responses

Xiangxiang Dai, Yuejin Xie, Maoli Liu, Xuchuang Wang, Zhuohua Li, Huanyu Wang, John C. S. Lui

Comments Accepted by AAAI 2026

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use

Zhehao Zhang, Ryan Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka

机构 * Adobe 纠错

Comments AAAI 2026

Partial Action Replacement: Tackling Distribution Shift in Offline MARL

Yue Jin, Giovanni Montana

Comments Accepted by AAAI 2026

Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance

Kwanyoung Kim

Comments Accepted to AAAI 26