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2026 顶会论文

作者位次 #8/10ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search

Kaican Li · Lewei Yao · Jiannan Wu · Tiezheng YU · Jierun Chen · Haoli Bai · LU HOU · Lanqing HONG · Wei Zhang · Nevin Zhang

多模态检索与知识理论与学习动力学OpenReview

作者位次 #4/8ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

Reasoning-Aligned Perception Decoupling for Scalable Multi-modal Reasoning

Yunhao Gou · Kai Chen · Zhili Liu · Lanqing HONG · Xin Jin · Zhenguo Li · James Kwok · Yu Zhang

多模态推理对齐与偏好OpenReview

作者位次 #5/6CVPR 2026Poster· Computer Vision & Pattern Recognition

VGGT-Det: Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D Object Detection

Yang Cao · Feize Wu · Dave Zhenyu Chen · Yingji Zhong · Lanqing HONG · Dan Xu

多模态OpenReview 项目页

作者位次 #3/9ACL 2026Findings· Findings of ACL

AEQ -Bench: Measuring Empathy of Omni-Modal Large Models

Xuan Luo · Lewei Yao · Lanqing HONG · Kai Chen · Dehua Tao · Daxin Tan · Yukun Deng · Ruifeng Xu · Jing Li

摘要

While the automatic evaluation of omni-modal large models (OLMs) is essential, assessing empathy remains a significant challenge due to its inherent affectivity. To investigate this challenge, we introduce AEQ-Bench (Audio Empathy Quotient Benchmark), a novel benchmark to systematically assess tw...

多模态评测与基准对齐与偏好OpenReview 项目页

作者位次 #4/6AAAI 2026Poster· Artificial Intelligence

Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views

Yingji Zhong · Kaichen Zhou · Zhihao Li · Lanqing HONG · Zhenguo Li · Dan Xu

OpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models

Yijun Yang · Lichao Wang · Jianping Zhang · Chi Harold Liu · Lanqing HONG · Qiang Xu

安全多模态OpenReview

Lanqing HONG

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