Conferences · eligible papers

AAAI

2022–2026 LIVE

AAAI 公式サイト ↗

AI (General)

2026 · 4,149 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

  1. 2026 · AAAI

    Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint

    Wei Feng, Danting Liu, Qianqian Wang, Mengping Jiang, Bin Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  2. 2026 · AAAI

    Federated Linear Dueling Bandits

    Xuhan Huang, Yan Hu, Zhiyan Li, Zhiyong Wang, Zhongxiang Dai

    AI (General)

    日本大学: 関与なし(対象大学)

  3. 2026 · AAAI

    Federated Vision-Language-Recommendation with Personalized Fusion

    Zhiwei Li, Guodong Long, Jing Jiang, Chengqi Zhang, Qiang Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  4. 2026 · AAAI

    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

    AI (General)

    日本大学: 関与なし(対象大学)

  5. 2026 · AAAI

    Few-step Flow for 3D Generation via Marginal-Data Transport Distillation

    Zanwei Zhou, Taoran Yi, Jiemin Fang, Chen Yang, Lingxi Xie, Xinggang Wang, Wei Shen, Qi Tian

    AI (General)

    日本大学: 関与なし(対象大学)

  6. 2026 · AAAI

    Fidelity-Aware Recommendation Explanations via Stochastic Path Integration

    Oren Barkan, Yahlly Schein, Yehonatan Elisha, Veronika Bogina, Mikhail Baklanov, Noam Koenigstein

    AI (General)

    日本大学: 関与なし(対象大学)

  7. 2026 · AAAI

    FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation

    Zhifeng Xie, Keyi Zhang, Yiye Yan, Yuling Guo, Fan Yang, Jiting Zhou, Mengtian Li

    AI (General)

    日本大学: 関与なし(対象大学)

  8. 2026 · AAAI

    FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion

    Xiangyang Luo, Qingyu Li, Xiaokun Liu, Wenyu Qin, Miao Yang, Meng Wang, Pengfei Wan, Di Zhang, Kun Gai, Shao-Lun Huang

    AI (General)

    日本大学: 関与なし(対象大学)

  9. 2026 · AAAI

    Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration

    Yuhang Han, Xuyang Liu, Zihan Zhang, Pengxiang Ding, Junjie Chen, Honggang Chen, Donglin Wang, Qingsen Yan, Siteng Huang

    AI (General)

    日本大学: 関与なし(対象大学)

  10. 2026 · AAAI

    FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation

    Zichen Tang, Haihong E, Rongjin Li, Jiacheng Liu, Linwei Jia, Zhuodi Hao, Zhongjun Yang, Yuanze Li, Haolin Tian, Xinyi Hu, Peizhi Zhao, Yuan Liu, Zhengyu Wang, Xianghe Wang, Yiling Huang, Xueyuan Lin, Ruofei Bai, Zijian Xie, Qian Huang, Ruining Cao, Haocheng Gao

    AI (General)

    日本大学: 関与なし(対象大学)

  11. 2026 · AAAI

    FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance

    Yi He, Ping Wang, Shiqiang Xiong, Chao Chen, Haixiang Hu

    AI (General)

    日本大学: 関与なし(対象大学)

  12. 2026 · AAAI

    FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation

    Song Jin, Shuqi Li, Shukun Zhang, Rui Yan

    AI (General)

    日本大学: 関与なし(対象大学)

  13. 2026 · AAAI

    Finding Diverse Solutions Parameterized by Cliquewidth

    Karolina Drabik, Tomáš Masařík

    AI (General)

    日本大学: 関与なし(対象大学)

  14. 2026 · AAAI

    Finding One Local Optimum Is Easy—but What About Two?

    Yasuaki Kobayashi, Kazuhiro Kurita, Yutaro Yamaguchi

    AI (General)

    日本大学: 北海道大学 / 岡山大学 / 大阪大学

  15. 2026 · AAAI

    Finding Time Series Anomalies Using Granular-Ball Vector Data Description

    Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  16. 2026 · AAAI

    Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs

    Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  17. 2026 · AAAI

    Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection

    Tianxiang Zhang, Peipeng Yu, Zhihua Xia, Longchen Dai, Xiaoyu Zhou, Hui Gao

    AI (General)

    日本大学: 関与なし(対象大学)

  18. 2026 · AAAI

    Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding

    Zhen Wang, Jiaojiao Zhao, Qilong Wang, Yongfeng Dong, Wenlong Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  19. 2026 · AAAI

    Fine-Grained Image Retrieval via Dual-Vision Adaptation

    Xin Jiang, Meiqi Cao, Hao Tang, Fei Shen, Zechao Li

    AI (General)

    日本大学: 関与なし(対象大学)

  20. 2026 · AAAI

    Fine-Grained Representation for Lane Topology Reasoning

    Guoqing Xu, Yiheng Li, Yang Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  21. 2026 · AAAI

    Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty

    Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li

    AI (General)

    日本大学: 関与なし(対象大学)

  22. 2026 · AAAI

    Fine-flow Distilling Coarse-flow Video Generation for Long-Term Driving World Model

    Xiaodong Wang, Zhirong Wu, Peixi Peng

    AI (General)

    日本大学: 関与なし(対象大学)

  23. 2026 · AAAI

    Fine-grained Image Quality Assessment for Perceptual Image Restoration

    Xiangfei Sheng, Xiaofeng Pan, Zhichao Yang, Pengfei Chen, Leida Li

    AI (General)

    日本大学: 関与なし(対象大学)

  24. 2026 · AAAI

    Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach

    Nassim Walha, Sebastian G. Gruber, Thomas Decker, Yinchong Yang, Alireza Javanmardi, Eyke Hüllermeier, Florian Buettner

    AI (General)

    日本大学: 関与なし(対象大学)

  25. 2026 · AAAI

    FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations

    Yixing Peng, Licheng Zhang, Shancheng Fang, Yi Liu, Peijian Gu, Quan Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  26. 2026 · AAAI

    FineTec: Fine-Grained Action Recognition Under Temporal Corruption via Skeleton Decomposition and Sequence Completion

    Dian Shao, Mingfei Shi, Like Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  27. 2026 · AAAI

    FineVAU: A Novel Human-Aligned Benchmark for Fine-Grained Video Anomaly Understanding

    Joao Alexandre Cardeira Pereira, Vasco Lopes, João C. Neves, David Semedo

    AI (General)

    日本大学: 関与なし(対象大学)

  28. 2026 · AAAI

    FineXtrol: Controllable Motion Generation via Fine-Grained Text

    Keming Shen, Bizhu Wu, Junliang Chen, Xiaoqin Wang, Linlin Shen

    AI (General)

    日本大学: 関与なし(対象大学)

  29. 2026 · AAAI

    Firing Bits Where It Matters: Spiking-Guided Just Recognizable Distortion Modeling for Machine-Centric Video Coding

    Wuyuan Xie, Zhenming Li, Yuwu Lu, Di Lin, Yun Song, Miaohui Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  30. 2026 · AAAI

    First Learn, Then Review: Human-Like Continual Learning for Cross-View Geo-Localization with Limited Field of View

    Lei Cheng, Daikun Liu, Zhikun Chen, Teng Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  31. 2026 · AAAI

    First-Order Error Matters: Accurate Compensation for Quantized Large Language Models

    Xingyu Zheng, Haotong Qin, Yuye Li, Haoran Chu, Jiakai Wang, Jinyang Guo, Michele Magno, Xianglong Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  32. 2026 · AAAI

    First-Order Representation Languages for Goal-Conditioned RL

    Simon Ståhlberg, Hector Geffner

    AI (General)

    日本大学: 関与なし(対象大学)

  33. 2026 · AAAI

    FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer

    Matthew Raffel, Lizhong Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  34. 2026 · AAAI

    FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models

    Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai ¨Helen¨ Li

    AI (General)

    日本大学: 関与なし(対象大学)

  35. 2026 · AAAI

    FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation

    Shilong Zhang, Wenbo Li, Shoufa Chen, Chongjian GE, Peize Sun, Yifu Zhang, Yi Jiang, Zehuan Yuan, Bingyue Peng, Ping Luo

    AI (General)

    日本大学: 関与なし(対象大学)

  36. 2026 · AAAI

    Flexible Concept Bottleneck Model

    Xingbo Du, Qiantong Dou, Lei Fan, Rui Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  37. 2026 · AAAI

    FloorPlanFormer: Multi-Task Transformer Network for Floor Plan Recognition with Outer-to-Inner Feature Refinement

    Yun Liang, ZiHao Wu, Run Zheng, Shuai Xie, Bo Hong, Yishen Lin

    AI (General)

    日本大学: 関与なし(対象大学)

  38. 2026 · AAAI

    FlorE: Integrating Full Lorentz Group and Directional Offsets for Effective Knowledge Graph Embedding

    Zehua Duo, Jiang Li, Xiangdong Su, Guanglai Gao

    AI (General)

    日本大学: 関与なし(対象大学)

  39. 2026 · AAAI

    Flora: Effortless Context Construction to Arbitrary Length and Scale

    Tianxiang Chen, Zhentao Tan, Xiaofan Bo, Yue Wu, Tao Gong, Qi Chu, Jieping Ye

    AI (General)

    日本大学: 関与なし(対象大学)

  40. 2026 · AAAI

    Flow-Based Knowledge Transfer for Efficient Large Model Distillation

    Xinye Yang, Junhao Wang, RuiLi, Haosen Sun, Xuesheng Zhang, Zebang Liu, Gaochao Xu, Yiwei Chen

    AI (General)

    日本大学: 関与なし(対象大学)

  41. 2026 · AAAI

    Flow-Induced Diagonal Gaussian Processes

    Moule Lin, Andrea Patane, Weipeng Jing, Shuhao Guan, Goetz Botterweck

    AI (General)

    日本大学: 関与なし(対象大学)

  42. 2026 · AAAI

    FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation

    Zixu Wang, Hongye Chen, Xiaochun Zou, Congxuan Zhang, Zhen Chen, Xinbo Zhao

    AI (General)

    日本大学: 関与なし(対象大学)

  43. 2026 · AAAI

    FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification

    YongKyung Oh, Dong-Young Lim, Sungil Kim

    AI (General)

    日本大学: 関与なし(対象大学)

  44. 2026 · AAAI

    Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment

    Yang Chen, Xiaowei Xu, Shuai Wang, Chenhui Zhu, Ruxue Wen, Xubin Li, Tiezheng Ge, Limin Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  45. 2026 · AAAI

    FoAM: Foresight-Augmented Multi-Task Imitation Policy for Robotic Manipulation

    Litao Liu, Wentao Wang, Yifan Han, Zhuoli Xie, Pengfei Yi, Junyan Li, Wenzhao Lian

    AI (General)

    日本大学: 関与なし(対象大学)

  46. 2026 · AAAI

    FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus

    Qiaoqiao Jin, Siming Fu, Dong She, Weinan Jia, Hualiang Wang, Mu Liu, Jidong Jiang

    AI (General)

    日本大学: 関与なし(対象大学)

  47. 2026 · AAAI

    Focusing on Language: Revealing and Exploiting Language Attention Heads in Multilingual Large Language Models

    Xin Liu, Qiyang Song, Qihang Zhou, Haichao Du, Shaowen Xu, Wenbo Jiang, Weijuan Zhang, Xiaoqi Jia

    AI (General)

    日本大学: 関与なし(対象大学)

  48. 2026 · AAAI

    Force-Aware 3D Contact Modeling for Stable Grasp Generation

    Zhuo Chen, Zhongqun Zhang, Yihua Cheng, Aleš Leonardis, Hyung Jin Chang

    AI (General)

    日本大学: 関与なし(対象大学)

  49. 2026 · AAAI

    ForeDiffusion: Foresight-Conditioned Diffusion Policy via Future View Construction for Robot Manipulation

    Weize Xie, Yi Ding, Ying He, Leilei Wang, Binwen Bai, Zheyi Zhao, Chenyang Wang, F. Richard Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  50. 2026 · AAAI

    Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers

    Shikang Zheng, Liang Feng, Xinyu Wang, Qinming Zhou, Peiliang Cai, Chang Zou, Jiacheng Liu, Yuqi Lin, Junjie Chen, Yue Ma, Linfeng Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  51. 2026 · AAAI

    Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation

    Deepak Pandita, Flip Korn, Chris Welty, Christopher M Homan

    AI (General)

    日本大学: 関与なし(対象大学)

  52. 2026 · AAAI

    Forget Less by Learning from Parents Through Hierarchical Relationships

    Arjun Ramesh Kaushik, Naresh Kumar Devulapally, Vishnu Suresh Lokhande, Nalini K. Ratha, Venu Govindaraju

    AI (General)

    日本大学: 関与なし(対象大学)

  53. 2026 · AAAI

    Forget What Has Seen: Selective Concept Unlearning in Segmentation Foundation Models

    Miaozeng Du, Jiaqi Li, Sirui Pan, Yi Zhan, Guilin Qi, Yuxin Zhang, Rihui Jin, Yinjia Shu, Qianshan Wei

    AI (General)

    日本大学: 関与なし(対象大学)

  54. 2026 · AAAI

    Forgetting Knowledge Localization and Isolation for Continual Forgetting of Pre-trained Vision Models

    Zhiwen Yang, Jiehua Zhang, Chenggang Yan, Yuhan Gao, Zongpeng Li, Xichun Sheng, Liang Li

    AI (General)

    日本大学: 関与なし(対象大学)

  55. 2026 · AAAI

    Forgetting by Pruning: Data Deletion in Join Cardinality Estimation

    Chaowei He, Yuanjun Liu, Qingzhi Ma, Shenyuan Ren, Xizhao Luo, Lei Zhao, An Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  56. 2026 · AAAI

    Formal Abductive Latent Explanations for Prototype-Based Networks

    Jules Soria, Zakaria Chihani, Julien Girard-Satabin, Alban Grastien, Romain Xu-Darme, Daniela Cancila

    AI (General)

    日本大学: 関与なし(対象大学)

  57. 2026 · AAAI

    Formal Verification of Diffusion Auctions

    Rustam Galimullin, Munyque Mittelmann, Laurent Perrussel

    AI (General)

    日本大学: 関与なし(対象大学)

  58. 2026 · AAAI

    Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts

    Xanh Ho, Yun-Ang Wu, Sunisth Kumar, Florian Boudin, Atsuhiro Takasu, Akiko Aizawa

    AI (General)

    日本大学: 東京大学

  59. 2026 · AAAI

    Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data

    Jiacheng Liu, Mayi Xu, Qiankun Pi, Wenli Li, Ming Zhong, Yuanyuan Zhu, Mengchi Liu, Tieyun Qian

    AI (General)

    日本大学: 関与なし(対象大学)

  60. 2026 · AAAI

    Foundation-Adaptive Integrated Refinement for Generalized Category Discovery

    Yuwei Bian, Shidong Wang, Yazhou Yao, Haofeng Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  61. 2026 · AAAI

    FoundationSLAM: Unleashing the Power of Depth Foundation Models for End-to-End Dense Visual SLAM

    Yuchen Wu, Jiahe Li, Fabio Tosi, Matteo Poggi, Jin Zheng, Xiao Bai

    AI (General)

    日本大学: 関与なし(対象大学)

  62. 2026 · AAAI

    Foundations of Formal Reasoning over Knowledge Bases Combining Symbolic and Sub-Symbolic Knowledge

    Gianluca Cima, Marco Console, Laura Papi

    AI (General)

    日本大学: 関与なし(対象大学)

  63. 2026 · AAAI

    FourierPET: Deep Fourier-based Unrolled Network for Low-count PET Reconstruction

    Zheng Zhang, Hao Tang, Yingying Hu, Zhanli Hu, Jing Qin

    AI (General)

    日本大学: 関与なし(対象大学)

  64. 2026 · AAAI

    FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning

    Yanzhen Liu, Sutuke Yibulayimu, Yang Zhou, Yudi Sang, Yu Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  65. 2026 · AAAI

    Fractured Glass, Failing Cameras: Simulating Physics-Based Adversarial Samples for Autonomous Driving Systems

    Manav Prabhakar, Jwalandhar Girnar, Arpan Kusari

    AI (General)

    日本大学: 関与なし(対象大学)

  66. 2026 · AAAI

    FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition

    Zhongde An, Jinhong You, Jiyanglin Li, Yiming Tang, Wen Li, Heming Du, Shouguo Du

    AI (General)

    日本大学: 関与なし(対象大学)

  67. 2026 · AAAI

    FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation

    Bonan Li, Yinhan Hu, Songhua Liu, Zeyu Xiao, Xinchao Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  68. 2026 · AAAI

    Free-Form Scene Editor: Enabling Multi-Round Object Manipulation Like in a 3D Engine

    Xincheng Shuai, Zhenyuan Qin, Henghui Ding, Dacheng Tao

    AI (General)

    日本大学: 関与なし(対象大学)

  69. 2026 · AAAI

    FreeAskWorld: An Interactive and Closed-Loop Simulator for Human-Centric Embodied AI

    Yuhang Peng, Yizhou Pan, Xinning He, Jihaoyu Yang, Xinyu Yin, Han Wang, Xiaoji Zheng, Chao Gao, Jiangtao Gong

    AI (General)

    日本大学: 関与なし(対象大学)

  70. 2026 · AAAI

    FreeGaussian: Annotation-free Control of Articulated Objects via 3D Gaussian Splats with Flow Derivatives

    Qizhi Chen, Delin Qu, Junli Liu, Yiwen Tang, Haoming Song, Dong Wang, Yuan Yuan, Bin Zhao

    AI (General)

    日本大学: 関与なし(対象大学)

  71. 2026 · AAAI

    FreeInpaint: Tuning-free Prompt Alignment and Visual Rationality Enhancement in Image Inpainting

    Chao Gong, Dong Li, Yingwei Pan, Jingjing Chen, Ting Yao, Tao Mei

    AI (General)

    日本大学: 関与なし(対象大学)

  72. 2026 · AAAI

    FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory

    Jibin Peng, Di Lin, Zhecheng Xu, Haoran Lu, Ruonan Liu, Wuyuan Xie, Miaohui Wang, Lingyu Liang, Yi Wang, Qing Guo

    AI (General)

    日本大学: 関与なし(対象大学)

  73. 2026 · AAAI

    FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting

    Boya Zhang, Shuaijie Yin, Huiwen Zhu, Xing He

    AI (General)

    日本大学: 関与なし(対象大学)

  74. 2026 · AAAI

    FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs

    Chao Li, Runshuo Liu, Zhongying Zhao, Hui Zhou, Qingtian Zeng

    AI (General)

    日本大学: 関与なし(対象大学)

  75. 2026 · AAAI

    Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection

    Ziqi Yi, Guitao Xu, Shihang Wu, Peirong Zhang, Lianwen Jin

    AI (General)

    日本大学: 関与なし(対象大学)

  76. 2026 · AAAI

    Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis

    Yuxin Lin, Haoran Li, Haoyu Cao, Yongting Hu, Qihao Xu, Chengliang Liu, Xiaoling Luo, Zhihao Wu, Yong Xu, Wei Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  77. 2026 · AAAI

    Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification

    Junjie Zhang, Feng Zhao, Hanqiang Liu, Jun Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  78. 2026 · AAAI

    Frequency-Dependent Scheduled Schrödinger Bridge for Underwater Acoustic Signal Denoising

    Pengsen Zhu, Lina Gao, Yulong Huang, Lifeng Liu, Zeru Yang, Yonggang Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  79. 2026 · AAAI

    From Attribution to Action: Jointly ALIGNing Predictions and Explanations

    Dongsheng Hong, Chao Chen, Yanhui Chen, Shanshan Lin, Zhihao Chen, Xiangwen Liao

    AI (General)

    日本大学: 関与なし(対象大学)

  80. 2026 · AAAI

    From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection

    Wayne Lu, Yiheng Li

    AI (General)

    日本大学: 関与なし(対象大学)

  81. 2026 · AAAI

    From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning

    Weipeng Jiang, Juan Zhai, Shiqing Ma, Ziyan Lei, Xiaofei Xie, Yige Wang, Chao Shen

    AI (General)

    日本大学: 関与なし(対象大学)

  82. 2026 · AAAI

    From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework

    Yuhu Shang, Xiang Cheng, Yimeng Ren, Huijia Wu, Xuexiong Luo, Kangkang Lu, Jian Zhao, Zhaofeng He

    AI (General)

    日本大学: 関与なし(対象大学)

  83. 2026 · AAAI

    From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning

    Shuangzhi Li, Junlong Shen, Lei Ma, Xingyu Li

    AI (General)

    日本大学: 東京大学

  84. 2026 · AAAI

    From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm

    Alexander Nadel, Ron Wettenstein

    AI (General)

    日本大学: 関与なし(対象大学)

  85. 2026 · AAAI

    From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis

    Yanyi Liu, Qingwen Yang, Tiezheng Guo, Feiyu Qu, Jun Liu, Yingyou Wen

    AI (General)

    日本大学: 関与なし(対象大学)

  86. 2026 · AAAI

    From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs

    Yuxiang Guo, Yan Zhuang, Qi Liu, Zhenya Huang, Xianquan Wang, Liyang He, Jiatong Li, Rui Li, Shijin Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  87. 2026 · AAAI

    From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation

    Yeming Li, Chenxi Liu, Jie Zou, Cheng Long, Chaoning Zhang, Peng Wang, Yang Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  88. 2026 · AAAI

    From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception

    Kexin Gong, Puyi Yao, Guiyang Luo, Quan Yuan, Tiange Fu, Hui Zhang, Jinglin Li

    AI (General)

    日本大学: 関与なし(対象大学)

  89. 2026 · AAAI

    From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation

    Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  90. 2026 · AAAI

    From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization

    Peiyu Hu, Wayne Lu, Jia Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  91. 2026 · AAAI

    From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

    Changpeng Yang, Jinyang Wu, Yuchen Liu, Shuai Zhang, Yang Li, Qiliang Liang, Hongzhen Wang, Shuai Nie, Jiaming Xu, Runyu Shi, Ying Huang, Guoquan Zhang

    AI (General)

    日本大学: 関与なし(対象大学)

  92. 2026 · AAAI

    From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation

    Ke Niu, Haiyang Yu, Zhuofan Chen, Mengyang Zhao, Teng Fu, Bin Li, Xiangyang Xue

    AI (General)

    日本大学: 関与なし(対象大学)

  93. 2026 · AAAI

    From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning

    Haoyu Li, Xuhong Li, Yiming Dong, Kun Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  94. 2026 · AAAI

    From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling

    Zhengyu Chen, Yudong Wang, Teng Xiao, Ruochen Zhou, Xusheng Yang, Wei Wang, Zhifang Sui, Jingang Wang

    AI (General)

    日本大学: 関与なし(対象大学)

  95. 2026 · AAAI

    From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging

    Jialin Wu, Jian Yang, Handing Wang, Jiajun Wen, Zhiyong Yu

    AI (General)

    日本大学: 関与なし(対象大学)

  96. 2026 · AAAI

    From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations

    Zhiqing Guo, Dongdong Xi, Songlin Li, Gaobo Yang

    AI (General)

    日本大学: 関与なし(対象大学)

  97. 2026 · AAAI

    From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension

    Lihong Huang, Sheng-hua Zhong, Zhi Zhang, Yan Liu

    AI (General)

    日本大学: 関与なし(対象大学)

  98. 2026 · AAAI

    From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples

    Canran Xiao, Jiabao Dou, Zhiming Lin, Zong Ke, Liwei Hou

    AI (General)

    日本大学: 関与なし(対象大学)

  99. 2026 · AAAI

    From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge

    Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan, Boon Poh Ng, Alex Kot, Xudong Jiang

    AI (General)

    日本大学: 関与なし(対象大学)

  100. 2026 · AAAI

    From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration

    Hao Li, Tao He, Jiafeng Liang, Zheng Chu, Ming Liu

    AI (General)

    日本大学: 関与なし(対象大学)