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Zhu-Cun Xue · SciRah

Researcher profile · Semantic Scholar

Zhu-Cun Xue

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Zhu-Cun Xue — researcher profile on SciRah

h-index: 16
Works: 43
Citations: 849

Most-cited papers

Rethinking Mobile Block for Efficient Attention-based Models
Jiang-Ning Zhang, Xiang-Tai Li, Jian Li, Liang Liu +6 more
2023IEEE International Conference on Computer Vision276 citations Open access
Semantic Scholar
UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
Zhu-Cun Xue, Jiang-Ning Zhang, Teng Hu, Hao-Yang He +7 more
2025Neural Information Processing Systems64 citations
Semantic Scholar
OpenVE-3M: A Large-Scale High-Quality Dataset for Instruction-Guided Video Editing
Hao-Yang He, Jie Wang, Jiang-Ning Zhang, Zhu-Cun Xue +4 more
2025arXiv.org57 citations
Semantic Scholar
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models
Yuxuan Cai, Jiang-Ning Zhang, Hao-Yang He, Xinwei He +6 more
2024IEEE International Conference on Computer Vision57 citations Open access
Semantic Scholar
Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection
Jiang-Ning Zhang, Hao-Yang He, Xuhai Chen, Zhu-Cun Xue +4 more
2023arXiv.org38 citations
Semantic Scholar
IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
Yi-Nan Chen, Jiang-Ning Zhang, Teng Hu, Yuxiang Zeng +6 more
2025arXiv.org32 citations
Semantic Scholar
TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation
Ya-Biao Wang, Shuo Wang, Jiang-Ning Zhang, Ke Fan +3 more
2024Computer Vision and Pattern Recognition31 citations Open access
Semantic Scholar
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark
Jiang-Ning Zhang, Chengjie Wang, Xiang-Tai Li, Guan-Zhong Tian +4 more
2024International Journal of Computer Vision31 citations Open access
Semantic Scholar
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
Jun-Tao Jiang, Jiang-Ning Zhang, Wei-Xuan Liu, Muxuan Gao +4 more
2025arXiv.org28 citations
Semantic Scholar
Rethinking Mobile Block for Efficient Neural Models
Jiang-Ning Zhang, Xiang-Tai Li, Jian Li, Liang Liu +6 more
2023arXiv.org28 citations Open access
Semantic Scholar
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
Yue Han, Jiang-Ning Zhang, Zhu-Cun Xue, Chao Xu +5 more
2023IEEE Transactions on Pattern Analysis and Machine Intelligence28 citations Open access
Semantic Scholar
ADer: A Comprehensive Benchmark for Multi-class Visual Anomaly Detection
Jiang-Ning Zhang, Hao-Yang He, Z. Gan, Qing-Dong He +6 more
2024arXiv.org25 citations
Semantic Scholar
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
Zhu-Cun Xue, Jiang-Ning Zhang, Xurong Xie, Yuxuan Cai +3 more
2025Neural Information Processing Systems19 citations
Semantic Scholar
APB2FACE: Audio-Guided Face Reenactment with Auxiliary Pose and Blink Signals
Jiang-Ning Zhang, L. Liu, Zhu-Cun Xue, Yong Liu
2020IEEE International Conference on Acoustics, Speech, and Signal Processing19 citations
Semantic Scholar
LLM-Oriented Token-Adaptive Knowledge Distillation
Xurong Xie, Zhu-Cun Xue, Jia-Fu Wu, Jian Li +4 more
2025AAAI Conference on Artificial Intelligence18 citations
Semantic Scholar
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
Xin-Lei Yu, Cheng-Ming Xu, Gui-Min Zhang, Yongbo He +7 more
2025arXiv.org17 citations
Semantic Scholar
A Comprehensive Library for Benchmarking Multi-Class Visual Anomaly Detection
Jiang-Ning Zhang, Hao-Yang He, Z. Gan, Qing-Dong He +6 more
20242025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)15 citations Open access
Semantic Scholar
Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction
Teng Hu, Jiang-Ning Zhang, Ran Yi, Jieyu Weng +4 more
2025Computer Vision and Pattern Recognition10 citations Open access
Semantic Scholar
EMOv2: Pushing 5M Vision Model Frontier
Jiang-Ning Zhang, Teng Hu, Hao-Yang He, Zhu-Cun Xue +5 more
2024arXiv.org10 citations
Semantic Scholar
Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory
Jinzhuo Liu, Jiang-Ning Zhang, Wencan Jiang, Ya-Biao Wang +4 more
2026arXiv.org8 citations
Semantic Scholar
CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation
Yu-Heng Chen, Teng Hu, Yu-Ji Wang, Qing-Dong He +6 more
2026arXiv.org6 citations
Semantic Scholar
HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding
Yuxuan Cai, Jiang-Ning Zhang, Z. Gan, Qing-Dong He +8 more
20256 citations
Semantic Scholar
Evolution of Video Generative Foundations
Teng Hu, Jiang-Ning Zhang, Hong-Rui Huang, Ran Yi +6 more
2026arXiv.org4 citations
Semantic Scholar
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
Jun-Tao Jiang, Jiang-Ning Zhang, Yali Bi, Jin-Feng Bai +6 more
2026arXiv.org4 citations
Semantic Scholar
ImitDiff: Transferring Foundation-Model Priors for Distraction-Robust Visuomotor Policy
Yu-Hang Dong, Haizhou Ge, Yupei Zeng, Jiang-Ning Zhang +8 more
2025IEEE Robotics and Automation Letters4 citations Open access
Semantic Scholar
SPIKE: An Adaptive Dual Controller Framework for Cost-Efficient Long-Horizon Game Agents
Wencan Jiang, Jiang-Ning Zhang, Jian-Biao Mei, Jinzhuo Liu +5 more
2026arXiv.org3 citations
Semantic Scholar
JAVEDIT: Joint Audio-Visual Instruction-Guided Video Editing with Agentic Data Curation
Yi-Nan Chen, Chu-Ming Lin, Zhen-Nan Chen, Yuxiang Zeng +11 more
2026arXiv.org3 citations
Semantic Scholar
UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation
Linxuan Fan, Jun-Tao Jiang, Wei-Xuan Liu, Zhu-Cun Xue +3 more
2025arXiv.org3 citations
Semantic Scholar
Transform Trained Transformer for Accelerating Native 4K Video Generation
Jiang-Ning Zhang, Jun-Wei Zhu, Teng Hu, Ya-Biao Wang +8 more
20253 citations
Semantic Scholar
EMOv2: Pushing 5M Vision Model Frontier
Jiang-Ning Zhang, Teng Hu, Hao-Yang He, Zhu-Cun Xue +5 more
2025IEEE Transactions on Pattern Analysis and Machine Intelligence3 citations Open access
Semantic Scholar
Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations
Tong Zhang, Jiang-Ning Zhang, Zhu-Cun Xue, Jun-Tao Jiang +8 more
2026arXiv.org2 citations
Semantic Scholar
PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset
Haojun Chen, Haoyang He, Cheng-Ming Xu, Qing-Dong He +10 more
2026arXiv.org2 citations
Semantic Scholar
Disco-RAG: Discourse-Aware Retrieval-Augmented Generation
Dongqi Liu, Hang Ding, Qiming Feng, Jian Li +5 more
2026Annual Meeting of the Association for Computational Linguistics2 citations
Semantic Scholar
UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy
Yi-Chen Xu, Jiang-Ning Zhang, Zhu-Cun Xue, Teng Hu +4 more
2026arXiv.org2 citations
Semantic Scholar
Multi-Modal Retrieval Augmented Visual Understanding and Generation
Zhu-Cun Xue
2025ACM Multimedia2 citations
Semantic Scholar
InstanceV: Instance-Level Video Generation
Yuheng Chen, Teng Hu, Jiang-Ning Zhang, Zhu-Cun Xue +2 more
2025arXiv.org2 citations
Semantic Scholar
HV-MMBench: Benchmarking MLLMs for Human-Centric Video Understanding
Yuxuan Cai, Jiang-Ning Zhang, Z. Gan, Qing-Dong He +7 more
2025arXiv.org2 citations
Semantic Scholar
MIMAFace: Face Animation via Motion-Identity Modulated Appearance Feature Learning
Yue Han, Jun-Wei Zhu, Yu-Xiang Feng, Xiaozhong Ji +4 more
2024arXiv.org2 citations
Semantic Scholar
UltraLBM-UNet: Ultralight bidirectional mamba-based model for skin lesion segmentation
Linxuan Fan, Jun-Tao Jiang, Wei-Xuan Liu, Zhu-Cun Xue +3 more
2026Neurocomputing1 citations
Semantic Scholar
Image Inversion: A Survey from GANs to Diffusion and Beyond
Yi-Nan Chen, Jiang-Ning Zhang, Yali Bi, Xiao-Bin Hu +5 more
2025arXiv.org1 citations
Semantic Scholar
GroundingFace: Fine-grained Face Understanding via Pixel Grounding Multimodal Large Language Model
Yue Han, Jiang-Ning Zhang, Junwei Zhu, Runze Hou +5 more
2025Computer Vision and Pattern Recognition1 citations
Semantic Scholar
TARSphere: A Robot-Oriented Full-Stack Framework for Long-Horizon Embodied Agents in Evolving Physical and Social Environments
Yi-Chen Xu, Zhi-Kai Xu, Zi-Yuan Chen, Yu-Hang Dong +4 more
20260 citations
Semantic Scholar
Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval
Zhu-Cun Xue, Jiang-Ning Zhang, Jun-Tao Jiang, Jinzhuo Liu +5 more
20260 citations
Semantic Scholar
Deep Academic Survey: Stateful Agentic Closed-Loop Paradigm for Academic Survey Automation
Zhi-Kai Xu, Zhu-Cun Xue, Teng Hu, Ya-Biao Wang +2 more
20260 citations
Semantic Scholar
PsycheMME: A Psychology-Informed Benchmark for Social Understanding and Interaction in Videos
He-Ran Hu, Yue Dong, Zhu-Cun Xue, Kai Chen +2 more
20260 citations
Semantic Scholar

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Yong Liu×18
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Xiao-Bin Hu×16
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Chengjie Wang×13
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Yabiao Wang×11

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Xiang-Tai Li×10

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Ya-Biao Wang×9

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