Yuanhuiyi Lyu

49 papers A* 7Journal 37Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis.
Trans. Mach. Learn. Res.
Lutao Jiang, Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
2026 J jnl
EgoIntent: An Egocentric Step-level Benchmark for Understanding What, Why, and Next.
CoRR
Ye Pan, Chi Kit Wong, Yuanhuiyi Lyu, Hanqian Li, Jiahao Huo, Jiacheng Chen, Lutao Jiang, Xu Zheng, Xuming Hu
2026 J jnl
SAP: Segment Any 4K Panorama.
CoRR
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
2026 J jnl
StruVis: Enhancing Reasoning-based Text-to-Image Generation via Thinking with Structured Vision.
CoRR
Yuanhuiyi Lyu, Kaiyu Lei, Ziqiao Weng, Xu Zheng, Lutao Jiang, Teng Li, Yangfu Li, Ziyuan Huang, Linfeng Zhang, Xuming Hu
2026 A* conf
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection.
AAAI
Jiazhou Zhou, Qing Jiang, Kanghao Chen, Lutao Jiang, Yuanhuiyi Lyu, Ying-Cong Chen, Lei Zhang
2026 J jnl
Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval.
CoRR
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
2025 — conf
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.
ACL (Findings)
Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu
2025 J jnl
AI for Service: Proactive Assistance with AI Glasses.
CoRR
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
2025 J jnl
Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?
CoRR
Zihao Dongfang, Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Danda Pani Paudel, Luc Van Gool, Kailun Yang, Xuming Hu
2025 J jnl
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods.
CoRR
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
2025 J jnl
DiMeR: Disentangled Mesh Reconstruction Model.
CoRR
Lutao Jiang, Jiantao Lin, Kanghao Chen, Wenhang Ge, Xin Yang, Yifan Jiang, Yuanhuiyi Lyu, Xu Zheng, Yingcong Chen
2025 J jnl
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention.
CoRR
Xin Zou, Di Lu, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Xu Zheng, Linfeng Zhang, Xuming Hu
2025 J jnl
DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation.
CoRR
Hongfei Zhang, Kanghao Chen, Zixin Zhang, Harold Haodong Chen, Yuanhuiyi Lyu, Yuqi Zhang, Shuai Yang, Kun Zhou, Yingcong Chen
2025 J jnl
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers.
CoRR
Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, Linfeng Zhang
2025 A* conf
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.
ICML
Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu
2025 J jnl
MLLMs are Deeply Affected by Modality Bias.
CoRR
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
2025 — conf
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models.
ACL (Findings)
Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu
2025 J jnl
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models.
CoRR
Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu
2025 J jnl
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation.
CoRR
Chenfei Liao, Xu Zheng, Yuanhuiyi Lyu, Haiwei Xue, Yihong Cao, Jiawen Wang, Kailun Yang, Xuming Hu
2025 J jnl
Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks.
CoRR
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
2025 J jnl
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation.
CoRR
Ding Zhong, Xu Zheng, Chenfei Liao, Yuanhuiyi Lyu, Jialei Chen, Shengyang Wu, Linfeng Zhang, Xuming Hu
2025 J jnl
PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era.
CoRR
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
2025 J jnl
PhysToolBench: Benchmarking Physical Tool Understanding for MLLMs.
CoRR
Zixin Zhang, Kanghao Chen, Xingwang Lin, Lutao Jiang, Xu Zheng, Yuanhuiyi Lyu, Litao Guo, Yinchuan Li, Ying-Cong Chen
2025 A* conf
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning.
ICML
Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning.
CoRR
Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization.
CoRR
Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Danda Pani Paudel, Luc Van Gool, Xuming Hu
2025 J jnl
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook.
CoRR
Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Lutao Jiang, Haiwei Xue, Bin Ren, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu
2025 A* conf
SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching.
ACM Multimedia
Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Fei Ren, Shaobo Wang, Kaixin Li, Linfeng Zhang
2025 J jnl
SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching.
CoRR
Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Fei Ren, Shaobo Wang, Kaixin Li, Linfeng Zhang
2025 J jnl
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection.
CoRR
Jiazhou Zhou, Qing Jiang, Kanghao Chen, Lutao Jiang, Yuanhuiyi Lyu, Ying-Cong Chen, Lei Zhang
2025 J jnl
Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation.
CoRR
Yuanhuiyi Lyu, Chi Kit Wong, Chenfei Liao, Lutao Jiang, Xu Zheng, Zexin Lu, Linfeng Zhang, Xuming Hu
2024 J jnl
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.
CoRR
Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu
2024 — conf
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-Agnostic Semantic Segmentation.
ECCV (69)
Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
2024 J jnl
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation.
CoRR
Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
2024 A* conf
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera.
ICRA
Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang
2024 J jnl
EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More.
CoRR
Xu Zheng, Ling Wang, Kanghao Chen, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
2024 — conf
EventBind: Learning a Unified Representation to Bind Them All for Event-Based Open-World Understanding.
ECCV (70)
Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
2024 A* conf
ExACT: Language-Guided Conceptual Reasoning and Uncertainty Estimation for Event-Based Action Recognition and More.
CVPR
Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
2024 J jnl
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More.
CoRR
Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
2024 J jnl
Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation.
CoRR
Yuanhuiyi Lyu, Xu Zheng, Lin Wang
2024 — conf
Learning Modality-Agnostic Representation for Semantic Segmentation from Any Modalities.
ECCV (34)
Xu Zheng, Yuanhuiyi Lyu, Lin Wang
2024 J jnl
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities.
CoRR
Xu Zheng, Yuanhuiyi Lyu, Lin Wang
2024 J jnl
Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation.
CoRR
Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu
2024 J jnl
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection.
CoRR
Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Jiazhou Zhou, Lin Wang, Xuming Hu
2024 J jnl
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All.
CoRR
Yuanhuiyi Lyu, Xu Zheng, Dahun Kim, Lin Wang
2024 A* conf
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All.
CVPR
Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang
2024 J jnl
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All.
CoRR
Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang
2023 J jnl
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera.
CoRR
Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang
2023 J jnl
E-CLIP: Towards Label-efficient Event-based Open-world Understanding by CLIP.
CoRR
Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang