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ORCIDYuanhuiyi Lyu
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2020 – today
- 2025
[c8]Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu:
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models. ACL (Findings) 2025: 7190-7206- [c7]Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu:
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. ACL (Findings) 2025: 11798-11827 - [i26]Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang
, Xuming Hu:
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning. CoRR abs/2502.00848 (2025) - [i25]Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu:
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models. CoRR abs/2502.11051 (2025) - [i24]Chenfei Liao, Xu Zheng, Yuanhuiyi Lyu, Haiwei Xue, Yihong Cao, Jiawen Wang, Kailun Yang, Xuming Hu:
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation. CoRR abs/2503.06700 (2025) - [i23]Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, Linfeng Zhang:
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers. CoRR abs/2503.06923 (2025) - [i22]Ding Zhong, Xu Zheng, Chenfei Liao, Yuanhuiyi Lyu, Jialei Chen, Shengyang Wu, Linfeng Zhang, Xuming Hu:
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation. CoRR abs/2503.07098 (2025) - [i21]Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Lutao Jiang, Haiwei Xue, Bin Ren, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu:
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook. CoRR abs/2503.18016 (2025) - [i20]Lutao Jiang, Jiantao Lin, Kanghao Chen, Wenhang Ge, Xin Yang, Yifan Jiang, Yuanhuiyi Lyu, Xu Zheng, Yingcong Chen:
DiMeR: Disentangled Mesh Reconstruction Model. CoRR abs/2504.17670 (2025) - [i19]Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Danda Pani Paudel, Luc Van Gool, Xuming Hu:
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization. CoRR abs/2505.06635 (2025) - [i18]Zihao Dongfang, Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Danda Pani Paudel, Luc Van Gool, Kailun Yang, Xuming Hu:
Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning? CoRR abs/2505.11907 (2025) - [i17]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:
MLLMs are Deeply Affected by Modality Bias. CoRR abs/2505.18657 (2025) - [i16]Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Fei Ren, Shaobo Wang, Kaixin Li, Linfeng Zhang:
SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching. CoRR abs/2509.11628 (2025) - [i15]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:
PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era. CoRR abs/2509.12989 (2025) - [i14]Yuanhuiyi Lyu, Chi Kit Wong, Chenfei Liao, Lutao Jiang, Xu Zheng, Zexin Lu, Linfeng Zhang, Xuming Hu:
Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation. CoRR abs/2509.18639 (2025) - [i13]Xin Zou, Di Lu, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Xu Zheng, Linfeng Zhang, Xuming Hu:
Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention. CoRR abs/2510.02912 (2025) - 2024
- [c6]Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang:
ExACT: Language-Guided Conceptual Reasoning and Uncertainty Estimation for Event-Based Action Recognition and More. CVPR 2024: 18633-18643 - [c5]Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang:
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All. CVPR 2024: 26742-26752 - [c4]Xu Zheng, Yuanhuiyi Lyu, Lin Wang:
Learning Modality-Agnostic Representation for Semantic Segmentation from Any Modalities. ECCV (34) 2024: 146-165 - [c3]Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang:
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-Agnostic Semantic Segmentation. ECCV (69) 2024: 192-212 - [c2]Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang:
EventBind: Learning a Unified Representation to Bind Them All for Event-Based Open-World Understanding. ECCV (70) 2024: 477-494 - [c1]Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang:
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera. ICRA 2024: 9026-9032 - [i12]Yuanhuiyi Lyu, Xu Zheng, Lin Wang:
Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation. CoRR abs/2401.17664 (2024) - [i11]Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang:
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All. CoRR abs/2403.12532 (2024) - [i10]Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang:
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More. CoRR abs/2403.12534 (2024) - [i9]Yuanhuiyi Lyu, Xu Zheng, Dahun Kim, Lin Wang:
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All. CoRR abs/2405.16108 (2024) - [i8]Xu Zheng, Ling Wang, Kanghao Chen, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang:
EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More. CoRR abs/2407.01884 (2024) - [i7]Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang:
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation. CoRR abs/2407.11344 (2024) - [i6]Xu Zheng, Yuanhuiyi Lyu, Lin Wang:
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities. CoRR abs/2407.11351 (2024) - [i5]Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu:
Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation. CoRR abs/2411.17141 (2024) - [i4]Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu:
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. CoRR abs/2412.11936 (2024) - [i3]Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Jiazhou Zhou, Lin Wang, Xuming Hu:
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection. CoRR abs/2412.16876 (2024) - 2023
- [i2]Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang:
E-CLIP: Towards Label-efficient Event-based Open-world Understanding by CLIP. CoRR abs/2308.03135 (2023) - [i1]Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang:
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera. CoRR abs/2309.09297 (2023)
Coauthor Index
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