Yuanhuiyi Lyu

According to our database, Yuanhuiyi Lyu authored at least 44 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Perceptual Flow Network for Visually Grounded Reasoning.

Yangfu Li, Yuning Gong, Hongjian Zhan, Teng Li, Yuanhuiyi Lyu, Tianyi Chen, Qi Liu, Ziyuan Huang, Zhihang Zhong, Dandan Zheng, Yue Lu

CoRR, May, 2026

TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders.

Teng Li, Ziyuan Huang, Cong Chen, Yangfu Li, Yuanhuiyi Lyu, Dandan Zheng, Chunhua Shen, Jun Zhang

CoRR, April, 2026

SAP: Segment Any 4K Panorama.

Lutao Jiang, Zidong Cao, Weikai Chen, Xu Zheng, Yuanhuiyi Lyu, Zhenyang Li, Zeyu Hu, Yingda Yin, Keyang Luo, Runze Zhang, Kai Yan, Shengju Qian, Haidi Fan, Yifan Peng, Xin Wang, Hui Xiong, Ying-Cong Chen

CoRR, March, 2026

EgoIntent: An Egocentric Step-level Benchmark for Understanding What, Why, and Next.

Ye Pan, Chi Kit Wong, Yuanhuiyi Lyu, Hanqian Li, Jiahao Huo, Jiacheng Chen, Lutao Jiang, Xu Zheng, Xuming Hu

CoRR, March, 2026

StruVis: Enhancing Reasoning-based Text-to-Image Generation via Thinking with Structured Vision.

Yuanhuiyi Lyu, Kaiyu Lei, Ziqiao Weng, Xu Zheng, Lutao Jiang, Teng Li, Yangfu Li, Ziyuan Huang, Linfeng Zhang, Xuming Hu

CoRR, March, 2026

Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval.

Yibo Yan, Jiahao Huo, Guanbo Feng, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Yuanhuiyi Lyu, Yue Huang, Jungang Li, Kening Zheng, Xu Zheng, Philip S. Yu, James Kwok, Xuming Hu

CoRR, February, 2026

BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis.

Lutao Jiang, Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang

Trans. Mach. Learn. Res., 2026

T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection.

Jiazhou Zhou, Qing Jiang, Kanghao Chen, Lutao Jiang, Yuanhuiyi Lyu, Ying-Cong Chen, Lei Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation.

Hongfei Zhang, Kanghao Chen, Zixin Zhang, Harold Haodong Chen, Yuanhuiyi Lyu, Yuqi Zhang, Shuai Yang, Kun Zhou, Yingcong Chen

CoRR, November, 2025

Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks.

Xu Zheng, Zihao Dongfang, Lutao Jiang, Boyuan Zheng, Yulong Guo, Zhenquan Zhang, Giuliano Albanese, Runyi Yang, Mengjiao Ma, Zixin Zhang, Chenfei Liao, Dingcheng Zhen, Yuanhuiyi Lyu, Yuqian Fu, Bin Ren, Linfeng Zhang, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu

CoRR, October, 2025

AI for Service: Proactive Assistance with AI Glasses.

Zichen Wen, Yiyu Wang, Chenfei Liao, Boxue Yang, Junxian Li, Weifeng Liu, Haocong He, Bolong Feng, Xuyang Liu, Yuanhuiyi Lyu, Xu Zheng, Xuming Hu, Linfeng Zhang

CoRR, October, 2025

PhysToolBench: Benchmarking Physical Tool Understanding for MLLMs.

Zixin Zhang, Kanghao Chen, Xingwang Lin, Lutao Jiang, Xu Zheng, Yuanhuiyi Lyu, Litao Guo, Yinchuan Li, Ying-Cong Chen

CoRR, October, 2025

Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods.

Chenfei Liao, Wensong Wang, Zichen Wen, Xu Zheng, Yiyu Wang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Xin Zou, Yuqian Fu, Bin Ren, Linfeng Zhang, Xuming Hu

CoRR, October, 2025

Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention.

Xin Zou, Di Lu, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Xu Zheng, Linfeng Zhang, Xuming Hu

CoRR, October, 2025

Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation.

Yuanhuiyi Lyu, Chi Kit Wong, Chenfei Liao, Lutao Jiang, Xu Zheng, Zexin Lu, Linfeng Zhang, Xuming Hu

CoRR, September, 2025

PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era.

Xu Zheng, Chenfei Liao, Ziqiao Weng, Kaiyu Lei, Zihao Dongfang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Lu Qi, Li Chen, Danda Pani Paudel, Kailun Yang, Linfeng Zhang, Luc Van Gool, Xuming Hu

CoRR, September, 2025

MLLMs are Deeply Affected by Modality Bias.

Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu

CoRR, May, 2025

Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?

Zihao Dongfang, Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Danda Pani Paudel, Luc Van Gool, Kailun Yang, Xuming Hu

CoRR, May, 2025

DiMeR: Disentangled Mesh Reconstruction Model.

Lutao Jiang, Jiantao Lin, Kanghao Chen, Wenhang Ge, Xin Yang, Yifan Jiang, Yuanhuiyi Lyu, Xu Zheng, Yingcong Chen

CoRR, April, 2025

Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook.

Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Lutao Jiang, Haiwei Xue, Bin Ren, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu

CoRR, March, 2025

MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation.

Chenfei Liao, Xu Zheng, Yuanhuiyi Lyu, Haiwei Xue, Yihong Cao, Jiawen Wang, Kailun Yang, Xuming Hu

CoRR, March, 2025

SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching.

Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Fei Ren, Shaobo Wang, Kaixin Li, Linfeng Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning.

Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.

Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation.

Ding Zhong, Xu Zheng, Chenfei Liao, Yuanhuiyi Lyu, Jialei Chen, Shengyang Wu, Linfeng Zhang, Xuming Hu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Reducing Unimodal Bias in Multi-Modal Semantic Segmentation With Multi-Scale Functional Entropy Regularization.

Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Danda Pani Paudel, Luc Van Gool, Xuming Hu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

From Reusing to Forecasting: Accelerating Diffusion Models With Taylorseers.

Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, Linfeng Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.

Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models.

Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection.

Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Jiazhou Zhou, Lin Wang, Xuming Hu

CoRR, 2024

A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.

Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu

CoRR, 2024

Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation.

Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu

CoRR, 2024

EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More.

Xu Zheng, Ling Wang, Kanghao Chen, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang

CoRR, 2024

OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All.

Yuanhuiyi Lyu, Xu Zheng, Dahun Kim, Lin Wang

CoRR, 2024

ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More.

Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang

CoRR, 2024

UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All.

Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang

CoRR, 2024

Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation.

Yuanhuiyi Lyu, Xu Zheng, Lin Wang

CoRR, 2024

Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera.

Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

EventBind: Learning a Unified Representation to Bind Them All for Event-Based Open-World Understanding.

Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Centering the Value of Every Modality: Towards Efficient and Resilient Modality-Agnostic Semantic Segmentation.

Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Learning Modality-Agnostic Representation for Semantic Segmentation from Any Modalities.

Xu Zheng, Yuanhuiyi Lyu, Lin Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

ExACT: Language-Guided Conceptual Reasoning and Uncertainty Estimation for Event-Based Action Recognition and More.

Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All.

Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

E-CLIP: Towards Label-efficient Event-based Open-world Understanding by CLIP.

Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang

CoRR, 2023