一作ICLR 2026Poster
GuardAlign: Test-time Safety Alignment in Multimodal Large Language Models
Xingyu Zhu · Beier Zhu · Junfeng Fang · Shuo Wang · Yin Zhang · Xiang Wang · Xiangnan He
paper.dinq.meAI 与前沿科学顶会 · 学术新星雷达
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一作贡献210
核心/参与5
方向广度19
合作网络12
6 一作 · 7 篇 · AAAI 2026 / CVPR 2026 / ICLR 2026 / ACL 2026
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2026 顶会论文
7一作ICLR 2026Poster
Look Carefully: Adaptive Visual Reinforcements in Multimodal Large Language Models for Hallucination Mitigation
Xingyu Zhu · Kesen Zhao · Liang Yi · Shuo Wang · Zhicai Wang · Beier Zhu · Hanwang Zhang · Xiangnan He
一作CVPR 2026Poster· Computer Vision & Pattern Recognition
Adapting Point Cloud Analysis via Multimodal Bayesian Distribution Learning
Xingyu Zhu · Liang Yi · Shuo Wang · Wenbo Zhu · Yongliang Wu · Beier Zhu · Hanwang Zhang
多模态OpenReview 项目页
一作CVPR 2026Poster· Computer Vision & Pattern Recognition
Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language Models
Xingyu Zhu · Beier Zhu · Shuo Wang · Junfeng Fang · Kesen Zhao · Hanwang Zhang · Xiangnan He
一作ACL 2026Poster· Natural Language Processing
Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation
Xingyu Zhu · Junfeng Fang · Shuo Wang · Beier Zhu · Zhicai Wang · Yonghui Yang · Xiangnan He
摘要
Large Vision-Language Models (LVLMs) exhibit powerful generative capabilities but frequently produce hallucinations that compromise output reliability. Fine tuning on annotated data devoid of hallucinations offers the most direct solution, while its high computational cost motivates recent repres...
一作AAAI 2026Poster· Artificial Intelligence
Hierarchical Semantic Alignment for Image Clustering
Xingyu Zhu · Beier Zhu · Yunfan Li · Junfeng Fang · Shuo Wang · Kesen Zhao · Hanwang Zhang
作者位次 #4/6AAAI 2026Poster· Artificial Intelligence
Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input
Chenxu Li · Zhicai Wang · Yuan Sheng · Xingyu Zhu · Yanbin Hao · Xiang Wang