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Journal Articles
- 2026
[j22]Jiazuo Yu, Yunzhi Zhuge, Lu Zhang
, Zichen Huang, Wei Zhou, Dong Wang, Huchuan Lu, You He, Long Chen:
One Aligned LLM to Serve Them All: A Transfer Recipe for Training VLMs without Visual-Language Re-Alignment. Int. J. Comput. Vis. 134(7): 331 (2026)- [j21]Hengrun Zhao, Yifan Wang, Yunzhi Zhuge, Lijun Wang, Huchuan Lu:
Aggregating global-scale pixel-wise forgery cues within a graph. Neural Networks 204: 109272 (2026) - [j20]Kecheng Zhang, Zongxin Yang, Mingfei Han, Yunzhi Zhuge, Haihong Hao, Changlin Li, Zhihui Li, Xiaojun Chang:
SELongVLM: Empowering Long Video Language Models With Self-Corrective Clip Selection. IEEE Trans. Pattern Anal. Mach. Intell. 48(7): 8694-8709 (2026) - [j19]Xiaojian Shen, Dahu Shi, Jianrong Zhang, Hai Li, Hongwei Zhao, Dawei Zhang, Yunzhi Zhuge, Zhiliang Wu, Guanghui Yue, Wei Zhou:
BeatDance: Generating beat-consistent 3D dance with hierarchical spatial-temporal modeling. Pattern Recognit. 180: 114344 (2026) - [j18]Yunzhi Zhuge, Mengyuan Zhu, Yizhuang Peng, Lu Zhang, Jin Zhan, Pingping Zhang, Huchuan Lu:
Bridging CLIP and CLAP for open-vocabulary audio-visual segmentation with semantic coherence. Pattern Recognit. 180: 114586 (2026) - [j17]Xinzhuo Yu, Yunzhi Zhuge, Sitong Gong, Lu Zhang, Pingping Zhang, Huchuan Lu:
Parameter-Aware Mamba Model for Multitask Dense Prediction. IEEE Trans. Cybern. 56(5): 2650-2662 (2026) - [j16]Yunzhi Zhuge, Sitong Gong, Lu Zhang, Qi Xu, Wenda Zhao, Jin Zhan, Huchuan Lu:
Context-Infused Trajectories: Enhancing Context and Frame Consistency in Reasoning Video Object Segmentation. IEEE Trans. Image Process. 35: 5239-5252 (2026) - [j15]Yunzhi Zhuge, Xinzhuo Yu, Lu Zhang, Xu Jia, Jin Zhan, Huchuan Lu:
Exploiting Cross-Task Synergy via Frequency-Driven Hierarchical Learning for Multi-Task Dense Prediction. IEEE Trans. Image Process. 35: 6198-6210 (2026) - [j14]Wenbo Zhang, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu:
DiMuS: Disentangled Multi-Signal Learning for Weakly Supervised Point-Based 3D Object Detection. IEEE Trans. Image Process. 35: 6815-6829 (2026) - [j13]Yongqi Shan, Lu Zhang, Jiazuo Yu, Yunzhi Zhuge, Huchuan Lu:
3D-SceneQ: Empowering 3D LLM With Query-Guided Adaptive Pruning and Multi-Modal Feature Enhancement. IEEE Trans. Multim. 28: 5972-5983 (2026) - [j12]Yongqi Shan, Yunzhi Zhuge, Huchuan Lu:
HDVS: semi-supervised semantic segmentation via heterogeneous dual-branch voting supervision. Vis. Intell. 4(1) (2026) - 2025
- [j11]Jiazuo Yu, Zichen Huang, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu, You He:
MoE-Adapters++: Toward More Efficient Continual Learning of Vision-Language Models Via Dynamic Mixture-of-Experts Adapters. IEEE Trans. Pattern Anal. Mach. Intell. 47(12): 11912-11928 (2025) - [j10]Zhenyu Chen, Jiawen Zhu, Lu Zhang, Ping Hu, Yunzhi Zhuge, Huchuan Lu, You He:
RVMamba: Selective Text-Vision Mamba for Referring Video Object Segmentation. IEEE Signal Process. Lett. 32: 4349-4353 (2025) - [j9]Haomiao Xiong, Yunzhi Zhuge, Jiawen Zhu, Lu Zhang, Huchuan Lu:
3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding. IEEE Trans. Multim. 27: 2899-2911 (2025) - [j8]Sitong Gong, Yunzhi Zhuge, Lu Zhang, Yifan Wang, Pingping Zhang, Lijun Wang, Huchuan Lu:
AVS-Mamba: Exploring Temporal and Multi-Modal Mamba for Audio-Visual Segmentation. IEEE Trans. Multim. 27: 5413-5425 (2025) - [j7]Sitong Gong, Yunzhi Zhuge, Lu Zhang, Pingping Zhang, Huchuan Lu:
Complementary and Contrastive Learning for Audio-Visual Segmentation. IEEE Trans. Multim. 27: 7407-7418 (2025) - [j6]Qinghe Wang, Xu Jia, Xiaomin Li, Taiqing Li, Liqian Ma, Yunzhi Zhuge, Huchuan Lu:
StableIdentity: Inserting Anybody Into Anywhere at First Sight. IEEE Trans. Multim. 27: 9342-9353 (2025) - [j5]Yunzhi Zhuge, Hongyu Gu, Lu Zhang, Jinqing Qi, Huchuan Lu:
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9084-9097 (2025) - [j4]Yue Zhang, Chao Wang, Fei Fang, Yun-Zhi Zhuge, Hehe Fan, Xiaojun Chang, Cheng Deng, Yi Yang:
SAMControl: Controlling Pose and Object for Image Editing with Soft Attention Mask. ACM Trans. Multim. Comput. Commun. Appl. 21(11): 320:1-320:28 (2025) - 2024
- [j3]Yue Wang, Lu Zhang, Pingping Zhang, Yunzhi Zhuge, Junfeng Wu, Hong Yu, Huchuan Lu:
Learning Local-Global Representation for Scribble-Based RGB-D Salient Object Detection via Transformer. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11592-11604 (2024) - 2018
- [j2]Yun-Zhi Zhuge, Gang Yang, Pingping Zhang, Huchuan Lu:
Boundary-Guided Feature Aggregation Network for Salient Object Detection. IEEE Signal Process. Lett. 25(12): 1800-1804 (2018) - 2015
- [j1]Yun-Zhi Zhuge, Huchuan Lu:
Robust Video Text Detection with Morphological Filtering Enhanced MSER. J. Comput. Sci. Technol. 30(2): 353-363 (2015)
Conference and Workshop Papers
- 2026
- [c21]Long Chen, Wei Miao, Xin Gao, Yunzhi Zhuge, Hongming Xu, Yaxin Li, Qi Xu:
Spatial-Frequency Spiking Neural Network for Underwater Object Detection. AAAI 2026: 20217-20225 - [c20]Baolu Li, Yiming Zhang, Qinghe Wang, Liqian Ma, Xiaoyu Shi, Xintao Wang, Pengfei Wan, Zhenfei Yin, Yunzhi Zhuge, Huchuan Lu, Xu Jia:
VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning. SIGGRAPH (Conference Paper Track) 2026: 130:1-130:9 - 2025
- [c19]Chengyang Ye, Yunzhi Zhuge, Pingping Zhang:
Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation. AAAI 2025: 9436-9444 - [c18]Wenbo Zhang, Lu Zhang, Ping Hu, Liqian Ma, Yunzhi Zhuge, Huchuan Lu:
Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding. AAAI 2025: 10166-10175 - [c17]Sitong Gong, Yunzhi Zhuge, Lu Zhang, Zongxin Yang, Pingping Zhang, Huchuan Lu:
The Devil is in Temporal Token: High Quality Video Reasoning Segmentation. CVPR 2025: 29183-29192 - [c16]Haomiao Xiong, Zongxin Yang, Jiazuo Yu, Yunzhi Zhuge, Lu Zhang, Jiawen Zhu, Huchuan Lu:
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge. ICLR 2025 - [c15]Mengyuan Zhu, Yunzhi Zhuge, Sitong Gong, Lu Zhang, Huchuan Lu:
FDAVS: Exploring Frequency-Driven Modality Enhancement in Audio-Visual Segmentation. ICME 2025: 1-6 - [c14]Yue Zhu, Haiwen Diao, Shang Gao, Jiazuo Yu, Jiawen Zhu, Yunzhi Zhuge, Shuai Hao, Xu Jia, Lu Zhang, Ying Zhang, Huchuan Lu:
Regularizing Subspace Redundancy of Low-Rank Adaptation. ACM Multimedia 2025: 1666-1675 - [c13]Lu Zhang, Jiazuo Yu, Haomiao Xiong, Ping Hu, Yunzhi Zhuge, Huchuan Lu, You He:
FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning. NeurIPS 2025 - 2024
- [c12]Songsong Yu, Yifan Wang, Yunzhi Zhuge, Lijun Wang, Huchuan Lu:
DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation. AAAI 2024: 6817-6825 - [c11]Bocen Li, Yunzhi Zhuge, Shan Jiang, Lijun Wang, Yifan Wang, Huchuan Lu:
3D Prompt Learning for RGB-D Tracking. ACCV (2) 2024: 394-411 - [c10]Jiazuo Yu, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu, You He:
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters. CVPR 2024: 23219-23230 - [c9]Haiwen Diao, Bo Wan, Xu Jia, Yunzhi Zhuge, Ying Zhang, Huchuan Lu, Long Chen:
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning. ECCV (44) 2024: 75-95 - [c8]Jiazuo Yu, Haomiao Xiong, Lu Zhang, Haiwen Diao, Yunzhi Zhuge, Lanqing Hong, Dong Wang, Huchuan Lu, You He, Long Chen:
LLMs Can Evolve Continually on Modality for X-Modal Reasoning. NeurIPS 2024 - 2023
- [c7]Kaining Ying, Qing Zhong, Weian Mao, Zhenhua Wang, Hao Chen, Lin Yuanbo Wu, Yifan Liu, Chengxiang Fan, Yunzhi Zhuge, Chunhua Shen:
CTVIS: Consistent Training for Online Video Instance Segmentation. ICCV 2023: 899-908 - [c6]Hongyu Gu, Yunzhi Zhuge, Lu Zhang, Jinqing Qi, Huchuan Lu:
Few-shot Semantic Segmentation by Exploiting Dynamic and Regional Contexts. ICME 2023: 834-839 - 2022
- [c5]Yun-Zhi Zhuge, Xu Jia:
Multi-granularity Transformer for Image Super-Resolution. ACCV (3) 2022: 138-154 - 2021
- [c4]Yunzhi Zhuge, Chunhua Shen:
Deep Reasoning Network for Few-shot Semantic Segmentation. ACM Multimedia 2021: 5344-5352 - 2019
- [c3]Yun-Zhi Zhuge, Yu Zeng, Huchuan Lu:
Deep Embedding Features for Salient Object Detection. AAAI 2019: 9340-9347 - [c2]Yu Zeng, Yun-Zhi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian, Yizhou Yu:
Multi-Source Weak Supervision for Saliency Detection. CVPR 2019: 6074-6083 - [c1]Yu Zeng, Yun-Zhi Zhuge, Huchuan Lu, Lihe Zhang:
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation. ICCV 2019: 7222-7232
Informal and Other Publications
- 2026
- [i29]Xiyan Feng, Wenbo Zhang, Lu Zhang, Yunzhi Zhuge, Huchuan Lu, You He:
Towards Cross-Platform Generalization: Domain Adaptive 3D Detection with Augmentation and Pseudo-Labeling. CoRR abs/2601.08174 (2026) - [i28]Qing'an Liu, Juntong Feng, Yuhao Wang, Xinzhe Han, Yujie Cheng, Yue Zhu, Haiwen Diao, Yunzhi Zhuge, Huchuan Lu:
VISTA-Bench: Do Vision-Language Models Really Understand Visualized Text as Well as Pure Text? CoRR abs/2602.04802 (2026) - [i27]Kecheng Zhang, Zongxin Yang, Mingfei Han, Haihong Hao, Yunzhi Zhuge, Changlin Li, Junhan Zhao, Zhihui Li, Xiaojun Chang:
Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions. CoRR abs/2604.18459 (2026) - [i26]Yuhao Wang, Mu Qiao, Haiwen Diao, Yunzhi Zhuge, Pingping Zhang, Xindong Zhang, Lei Zhang, Huchuan Lu:
ERA: Entropy-Guided Visual Token Pruning with Rectified Attention for Efficient MLLMs. CoRR abs/2606.31982 (2026) - 2025
- [i25]Yunzhi Zhuge, Hongyu Gu, Lu Zhang, Jinqing Qi, Huchuan Lu:
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation. CoRR abs/2501.07806 (2025) - [i24]Sitong Gong, Yunzhi Zhuge, Lu Zhang, Yifan Wang, Pingping Zhang, Lijun Wang, Huchuan Lu:
AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation. CoRR abs/2501.07810 (2025) - [i23]Haomiao Xiong, Yunzhi Zhuge, Jiawen Zhu, Lu Zhang, Huchuan Lu:
3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding. CoRR abs/2501.07819 (2025) - [i22]Sitong Gong, Yunzhi Zhuge, Lu Zhang, Zongxin Yang, Pingping Zhang, Huchuan Lu:
The Devil is in Temporal Token: High Quality Video Reasoning Segmentation. CoRR abs/2501.08549 (2025) - [i21]Haomiao Xiong, Zongxin Yang, Jiazuo Yu, Yunzhi Zhuge, Lu Zhang, Jiawen Zhu, Huchuan Lu:
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge. CoRR abs/2501.13468 (2025) - [i20]Hengrun Zhao, Yunzhi Zhuge, Yifan Wang, Lijun Wang, Huchuan Lu, Yu Zeng:
Learning Universal Features for Generalizable Image Forgery Localization. CoRR abs/2504.07462 (2025) - [i19]Yue Zhu, Haiwen Diao, Shang Gao, Jiazuo Yu, Jiawen Zhu, Yunzhi Zhuge, Shuai Hao, Xu Jia, Lu Zhang, Ying Zhang, Huchuan Lu:
Regularizing Subspace Redundancy of Low-Rank Adaptation. CoRR abs/2507.20745 (2025) - [i18]Sitong Gong, Lu Zhang, Yunzhi Zhuge, Xu Jia, Pingping Zhang, Huchuan Lu:
Reinforcing Video Reasoning Segmentation to Think Before It Segments. CoRR abs/2508.11538 (2025) - [i17]Zirui Zheng, Takashi Isobe, Tong Shen, Xu Jia, Jianbin Zhao, Xiaomin Li, Mengmeng Ge, Baolu Li, Qinghe Wang, Dong Li, Dong Zhou, Yunzhi Zhuge, Huchuan Lu, Emad Barsoum:
Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking. CoRR abs/2509.12046 (2025) - [i16]Sitong Gong, Yunzhi Zhuge, Lu Zhang, Pingping Zhang, Huchuan Lu:
Complementary and Contrastive Learning for Audio-Visual Segmentation. CoRR abs/2510.10051 (2025) - [i15]Lu Zhang, Jiazuo Yu, Haomiao Xiong, Ping Hu, Yunzhi Zhuge, Huchuan Lu, You He:
FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning. CoRR abs/2510.21311 (2025) - [i14]Baolu Li, Yiming Zhang, Qinghe Wang, Liqian Ma, Xiaoyu Shi, Xintao Wang, Pengfei Wan, Zhenfei Yin, Yunzhi Zhuge, Huchuan Lu, Xu Jia:
VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning. CoRR abs/2510.25772 (2025) - [i13]Xinzhuo Yu, Yunzhi Zhuge, Sitong Gong, Lu Zhang, Pingping Zhang, Huchuan Lu:
Parameter Aware Mamba Model for Multi-task Dense Prediction. CoRR abs/2511.14503 (2025) - 2024
- [i12]Qinghe Wang, Xu Jia, Xiaomin Li, Taiqing Li, Liqian Ma, Yunzhi Zhuge, Huchuan Lu:
StableIdentity: Inserting Anybody into Anywhere at First Sight. CoRR abs/2401.15975 (2024) - [i11]Jiazuo Yu, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu, You He:
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters. CoRR abs/2403.11549 (2024) - [i10]Haiwen Diao, Bo Wan, Xu Jia, Yunzhi Zhuge, Ying Zhang, Huchuan Lu, Long Chen:
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning. CoRR abs/2407.07523 (2024) - [i9]Jiazuo Yu, Haomiao Xiong, Lu Zhang, Haiwen Diao, Yunzhi Zhuge, Lanqing Hong, Dong Wang, Huchuan Lu, You He, Long Chen:
LLMs Can Evolve Continually on Modality for X-Modal Reasoning. CoRR abs/2410.20178 (2024) - [i8]Yicheng Yang, Pengxiang Li, Lu Zhang, Liqian Ma, Ping Hu, Siyu Du, Yunzhi Zhuge, Xu Jia, Huchuan Lu:
DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting. CoRR abs/2411.17223 (2024) - [i7]Wenbo Zhang, Lu Zhang, Ping Hu, Liqian Ma, Yunzhi Zhuge, Huchuan Lu:
Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding. CoRR abs/2411.19551 (2024) - [i6]Chengyang Ye, Yunzhi Zhuge, Pingping Zhang:
Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation. CoRR abs/2412.19492 (2024) - 2023
- [i5]Kaining Ying, Qing Zhong, Weian Mao, Zhenhua Wang, Hao Chen, Lin Yuanbo Wu, Yifan Liu, Chengxiang Fan, Yunzhi Zhuge, Chunhua Shen:
CTVIS: Consistent Training for Online Video Instance Segmentation. CoRR abs/2307.12616 (2023) - [i4]Pengxiang Li, Zhili Liu, Kai Chen, Lanqing Hong, Yunzhi Zhuge, Dit-Yan Yeung, Huchuan Lu, Xu Jia:
TrackDiffusion: Multi-object Tracking Data Generation via Diffusion Models. CoRR abs/2312.00651 (2023) - 2019
- [i3]Yu Zeng, Yun-Zhi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian, Yizhou Yu:
Multi-source weak supervision for saliency detection. CoRR abs/1904.00566 (2019) - [i2]Yu Zeng, Yun-Zhi Zhuge, Huchuan Lu, Lihe Zhang:
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation. CoRR abs/1909.04161 (2019) - 2018
- [i1]Yun-Zhi Zhuge, Pingping Zhang, Huchuan Lu:
Boundary-guided Feature Aggregation Network for Salient Object Detection. CoRR abs/1809.10821 (2018)
Coauthor Index
[j22] [j21] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j3] [j2] [j1] [c20] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c6] [c3] [c2] [c1] [i29] [i28] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i4] [i3] [i2] [i1]
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