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2026 顶会论文

作者位次 #6/6ICML 2026Poster· Deep Learning / Large Language Models

TIME: Tensor-Factorized Mixture-of-Experts with Intrinsic Routing for Lifelong Multimodal Knowledge Editing

Dexuan Xu · Jieyi Wang · Shijie Li · Hanpin Wang · Yongzhi Cao · Yu Huang

检索与知识多模态效率与系统OpenReview

作者位次 #6/6CVPR 2026Poster· Computer Vision & Pattern Recognition

Steering Where to Diffuse: Generative Modeling of Phenotypic Response Simulation with Steered Diffusion Bridge

Rongchao Zhang · Chengxin Li · Yiwei Lou · Yuling Shi · Hanpin Wang · Yu Huang

可解释性多模态社会与人本OpenReview 项目页

作者位次 #6/6ACL 2026Poster· Natural Language Processing

Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding

Dexuan Xu · Yuan Jiayin · Jianing Wang · Yanyuan Chen · Hanpin Wang · Yu Huang

摘要

Recent advancements in Multimodal Large Language Models (MLLMs) have demonstrated impressive capabilities in interpreting single medical images. However, real-world clinical diagnosis is intrinsically a multi-view process, requiring the synthesis of information across volumetric slices, temporal...

多模态评测与基准社会与人本OpenReview 项目页

作者位次 #3/3KDD 2026Oral· Knowledge Discovery & Data Mining

CALM-TS: Risk-Controlled LLM Labeling for Time-Series via Calibrated Selective Gating

Yifan Xiao · Shijie Li · Yu Huang

检索与知识OpenReview

作者位次 #6/6AAAI 2026Poster· Artificial Intelligence

Multitasks-based Deep Evidential Fusion Network for Blind Image Quality Assessment

Yiwei Lou · Yuanpeng He · Rongchao Zhang · Yongzhi Cao · Hanpin Wang · Yu Huang

多模态OpenReview

作者位次 #3/6AAAI 2026Poster· Artificial Intelligence

Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge

Rongchao Zhang · Yiwei Lou · Yu Huang · Yi Xin · Yongzhi Cao · Hanpin Wang

OpenReview

作者位次 #7/7AAAI 2026Poster· Artificial Intelligence

MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models

Dexuan Xu · Jieyi Wang · Zhongyan Chai · Yongzhi Cao · Hanpin Wang · Huamin Zhang · Yu Huang

多模态评测与基准检索与知识OpenReview

Yu Huang

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