多模态大模型

Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development

Yuxuan Wan, Tingshuo Liang, Jiakai Xu, Jingyu Xiao, Yintong Huo, Michael R. Lyu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Columbia University in the City of New York（哥伦比亚大学） ； Singapore Management University（新加坡管理学院） 纠错

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.AI

JoyAgent-JDGenie: Technical Report on the GAIA

Jiarun Liu, Shiyue Xu, Shangkun Liu, Yang Li, Wen Liu, Min Liu, Xiaoqing Zhou, Hanmin Wang, Shilin Jia, zhen Wang, Shaohua Tian, Hanhao Li, Junbo Zhang, Yongli Yu, Peng Cao, Haofen Wang

机构 * JoyAgent-JDGenie 纠错

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.CL

Adaptive and Resource-efficient Agentic AI Systems for Mobile and Embedded Devices: A Survey

Sicong Liu, Weiye Wu, Xiangrui Xu, Teng Li, Bowen Pang, Bin Guo, Zhiwen Yu

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.AI

FusionAdapter for Few-Shot Relation Learning in Multimodal Knowledge Graphs

Ran Liu, Yuan Fang, Xiaoli Li

机构 * Singapore Management University（新加坡管理大学） ； Singapore University of Technology and Design（新加坡科技设计大学） 纠错

专题命中 多模态训练与对齐 ：multimodal(title,abstract)；分类 cs.AI

Comments Archived paper

OTTER: Open-Tagging via Text-Image Representation for Multi-modal Understanding

Jieer Ouyang, Xiaoneng Xiang, Zheng Wang, Yangkai Ding

机构 * Huawei Singapore Research Center（华为新加坡研究中心） 纠错

专题命中 多模态训练与对齐 ：multi-modal(title,abstract)；分类 cs.CV

Comments Accepted at ICDM 2025 BigIS Workshop

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Zichen Wen, Shaobo Wang, Yufa Zhou, Junyuan Zhang, Qintong Zhang, Yifeng Gao, Zhaorun Chen, Bin Wang, Weijia Li, Conghui He, Linfeng Zhang

专题命中 多模态训练与对齐 ：multi-modal(title,abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2025

WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities

Ziyi Zeng, Zhenyang Cai, Yixi Cai, Xidong Wang, Junying Chen, Rongsheng Wang, Yipeng Liu, Siqi Cai, Benyou Wang, Zhiguo Zhang, Haizhou Li

机构 * The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） 纠错

专题命中 多模态训练与对齐 ：multimodal(abstract)；cross-modal(abstract)；分类 cs.CL、cs.AI

What if Othello-Playing Language Models Could See?

Xinyi Chen, Yifei Yuan, Jiaang Li, Serge Belongie, Maarten de Rijke, Anders Søgaard

机构 * University of Amsterdam（阿姆斯特丹大学） ； ETH Zürich（苏黎世联邦理工学院） ； University of Copenhagen（哥本哈根大学） 纠错

专题命中 多模态训练与对齐 ：multi-modal(abstract)；cross-modal(abstract)；分类 cs.AI

Comments ICML 2025 Assessing World Models Workshop; EMNLP 2025 Findings

Apriel-1.5-15b-Thinker

Shruthan Radhakrishna, Aman Tiwari, Aanjaneya Shukla, Masoud Hashemi, Rishabh Maheshwary, Shiva Krishna Reddy Malay, Jash Mehta, Pulkit Pattnaik, Saloni Mittal, Khalil Slimi, Kelechi Ogueji, Akintunde Oladipo, Soham Parikh, Oluwanifemi Bamgbose, Toby Liang, Ahmed Masry, Khyati Mahajan, Sai Rajeswar Mudumba, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Torsten Scholak, Sagar Davasam, Srinivas Sunkara, Nicholas Chapados

专题命中 多模态训练与对齐 ：multimodal(abstract)；分类 cs.AI

IC-Custom: Diverse Image Customization via In-Context Learning

Yaowei Li, Xiaoyu Li, Zhaoyang Zhang, Yuxuan Bian, Gan Liu, Xinyuan Li, Jiale Xu, Wenbo Hu, Yating Liu, Lingen Li, Jing Cai, Yuexian Zou, Yancheng He, Ying Shan

机构 * Peking University（北京大学） ； ARC Lab, Tencent PCG（腾讯PCG ARC实验室） ； Tencent（腾讯） ； The Chinese University of Hong Kong（香港中文大学） ； Tsinghua University（清华大学） 纠错

专题命中 多模态训练与对齐 ：multi-modal(abstract)；分类 cs.CV

Comments Revised version with improved writing. Project page: https://liyaowei-stu.github.io/project/IC_Custom

Uncovering the Computational Ingredients of Human-Like Representations in LLMs

Zach Studdiford, Timothy T. Rogers, Kushin Mukherjee, Siddharth Suresh

机构 * University of Wisconsin–Madison（威斯康星大学麦迪逊分校） ； Stanford University（斯坦福大学） 纠错

专题命中 多模态训练与对齐 ：multimodal(abstract)；分类 cs.AI

Comments 9 pages

SpikeGen: Decoupled "Rods and Cones" Visual Representation Processing with Latent Generative Framework

Gaole Dai, Menghang Dong, Rongyu Zhang, Ruichuan An, Shanghang Zhang, Tiejun Huang

专题命中 多模态训练与对齐 ：multi-modal(abstract)；分类 cs.CV

Balancing Multimodal Training Through Game-Theoretic Regularization

Konstantinos Kontras, Thomas Strypsteen, Christos Chatzichristos, Paul Pu Liang, Matthew Blaschko, Maarten De Vos

机构 * Department of Electrical Engineering, KU Leuven（KU Leuven 电子工程系） ； Department of Development and Regeneration, KU Leuven（KU Leuven 发展与再生系） ； Media Lab and EECS, MIT（MIT 媒体实验室和电子工程与计算机科学系） 纠错

专题命中 其他多模态 ：multimodal(title,abstract)；分类 cs.CV、cs.AI、cs.MM

Comments 23 pages, 7 figures, 6 tables, 1 algorithm

Graph Integrated Multimodal Concept Bottleneck Model

Jiakai Lin, Jinchang Zhang, Guoyu Lu

机构 * Intelligent Vision and Sensing (IVS) Lab at SUNY Binghamton（智能视觉与感知实验室（IVS）位于纽约州立大学布法罗分校） 纠错

专题命中 其他多模态 ：multimodal(title,abstract)；分类 cs.CV

MM-LMPC: Multi-Modal Learning Model Predictive Control via Bandit-Based Mode Selection

Wataru Hashimoto, Kazumune Hashimoto

专题命中 其他多模态 ：multi-modal(title,abstract)

Comments This paper is submitted to 2026 American Control Conference (ACC)