Hacking Chinese Touclick CAPTCHA by Multi-Scale Corner Structure Model with Fast Pattern Matching. - Yunhang Shen; Rongrong Ji; Donglin Cao; Min Wang (ACM Multimedia, 2014)

Robotic Free Writing of Chinese Characters via Human-Robot Interactions. - Fei Chao 001; Fuhai Chen; Yunhang Shen; Wenli He; Yan Sun; Zhengshuai Wang; Changle Zhou; Min Jiang 005 (Int. J. Humanoid Robotics, 2014)

The distributed system for inverted multi-index visual retrieval. - Xianming Lin; Yunhang Shen; Ling Cai; Rongrong Ji (Neurocomputing, 2016)

Sensitive Information Detection on Cyber-Space. - Mingbao Lin; Xianming Lin; Yunhang Shen; Rongrong Ji (ICIG (3), 2017)

Generative Adversarial Learning Towards Fast Weakly Supervised Detection. - Yunhang Shen; Rongrong Ji; Shengchuan Zhang; Wangmeng Zuo; Yan Wang 059 (CVPR, 2018)

Weakly Supervised Object Detection via Object-Specific Pixel Gradient. - Yunhang Shen; Rongrong Ji; Changhu Wang; Xi Li 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation. - Yunhang Shen; Rongrong Ji; Yan Wang 059; Yongjian Wu 001; Liujuan Cao (CVPR, 2019)

A Part Power Set Model for Scale-Free Person Retrieval. - Yunhang Shen; Rongrong Ji; Xiaopeng Hong; Feng Zheng; Xiaowei Guo; Yongjian Wu 001; Feiyue Huang (IJCAI, 2019)

Multi-scale Features for Weakly Supervised Lesion Detection of Cerebral Hemorrhage with Collaborative Learning. - Zhiwei Chen; Rongrong Ji; Jipeng Wu; Yunhang Shen (MMAsia, 2019)

Noise-Aware Fully Webly Supervised Object Detection. - Yunhang Shen; Rongrong Ji; Zhiwei Chen; Xiaopeng Hong; Feng Zheng; Jianzhuang Liu; Mingliang Xu 001; Qi Tian 001 (CVPR, 2020)

Enabling Deep Residual Networks for Weakly Supervised Object Detection. - Yunhang Shen; Rongrong Ji; Yan Wang 059; Zhiwei Chen; Feng Zheng; Feiyue Huang; Yunsheng Wu (ECCV (8), 2020)

UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection. - Yunhang Shen; Rongrong Ji; Zhiwei Chen; Yongjian Wu 001; Feiyue Huang (NeurIPS, 2020)

Category-Aware Spatial Constraint for Weakly Supervised Detection. - Yunhang Shen; Rongrong Ji; Kuiyuan Yang; Cheng Deng; Changhu Wang (IEEE Trans. Image Process., 2020)

Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation. - Yunhang Shen; Liujuan Cao; Zhiwei Chen; Feihong Lian; Baochang Zhang 001; Chi Su; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (CVPR, 2021)

Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation. - Yunhang Shen; Liujuan Cao; Zhiwei Chen; Baochang Zhang 001; Chi Su; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (ICCV, 2021)

E2Net: Excitative-Expansile Learning for Weakly Supervised Object Localization. - Zhiwei Chen; Liujuan Cao; Yunhang Shen; Feihong Lian; Yongjian Wu 001; Rongrong Ji (ACM Multimedia, 2021)

Fine-grained Data Distribution Alignment for Post-Training Quantization. - Yunshan Zhong; Mingbao Lin; Mengzhao Chen; Ke Li 015; Yunhang Shen; Fei Chao 001; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (CoRR, 2021)

LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization. - Zhiwei Chen; Changan Wang; Yabiao Wang; Guannan Jiang; Yunhang Shen; Ying Tai; Chengjie Wang; Wei Zhang 217; Liujuan Cao (AAAI, 2022)

HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization. - Mengtian Li; Yuan Xie 006; Yunhang Shen; Bo Ke; Ruizhi Qiao; Bo Ren 002; Shaohui Lin; Lizhuang Ma (CVPR, 2022)

Active Teacher for Semi-Supervised Object Detection. - Peng Mi; Jianghang Lin; Yiyi Zhou; Yunhang Shen; Gen Luo; Xiaoshuai Sun; Liujuan Cao; Rongrong Fu; Qiang Xu; Rongrong Ji (CVPR, 2022)

Efficient Decoder-Free Object Detection with Transformers. - Peixian Chen; Mengdan Zhang; Yunhang Shen; Kekai Sheng; Yuting Gao; Xing Sun 001; Ke Li 015; Chunhua Shen (ECCV (10), 2022)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Jun Peng; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (ECCV (14), 2022)

ECO-TR: Efficient Correspondences Finding via Coarse-to-Fine Refinement. - Dongli Tan; Jiang-Jiang Liu 001; Xingyu Chen; Chao Chen 026; Ruixin Zhang; Yunhang Shen; Shouhong Ding; Rongrong Ji (ECCV (10), 2022)

Fine-grained Data Distribution Alignment for Post-Training Quantization. - Yunshan Zhong; Mingbao Lin; Mengzhao Chen; Ke Li 015; Yunhang Shen; Fei Chao 001; Yongjian Wu 001; Rongrong Ji (ECCV (11), 2022)

Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks. - Yunshan Zhong; Mingbao Lin; Xunchao Li; Ke Li 015; Yunhang Shen; Fei Chao 001; Yongjian Wu 001; Rongrong Ji (ECCV (18), 2022)

SeqTR: A Simple Yet Universal Network for Visual Grounding. - Chaoyang Zhu; Yiyi Zhou; Yunhang Shen; Gen Luo; Xingjia Pan; Mingbao Lin; Chao Chen 026; Liujuan Cao; Xiaoshuai Sun; Rongrong Ji (ECCV (35), 2022)

Learning Dynamic Prior Knowledge for Text-to-Face Pixel Synthesis. - Jun Peng; Xiaoxiong Du; Yiyi Zhou; Jing He; Yunhang Shen; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2022)

Mitigating the Mutual Error Amplification for Semi-Supervised Object Detection. - Chengcheng Ma; Xingjia Pan; Qixiang Ye; Fan Tang; Yunhang Shen; Ke Yan; Changsheng Xu (CoRR, 2022)

Optimizing Gradient-driven Criteria in Network Sparsity: Gradient is All You Need. - Yuxin Zhang 002; Mingbao Lin; Mengzhao Chen; Zihan Xu; Fei Chao 001; Yunhang Shen; Ke Li 015; Yongjian Wu 001; Rongrong Ji (CoRR, 2022)

Coarse-to-Fine Vision Transformer. - Mengzhao Chen; Mingbao Lin; Ke Li 015; Yunhang Shen; Yongjian Wu 001; Fei Chao 001; Rongrong Ji (CoRR, 2022)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (CoRR, 2022)

End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation. - Mingrui Wu; Jiaxin Gu; Yunhang Shen; Mingbao Lin; Chao Chen 026; Xiaoshuai Sun; Rongrong Ji (CoRR, 2022)

Shadow-Aware Dynamic Convolution for Shadow Removal. - Yimin Xu; Mingbao Lin; Hong Yang; Ke Li 015; Yunhang Shen; Fei Chao 001; Rongrong Ji (CoRR, 2022)

Super Vision Transformer. - Mingbao Lin; Mengzhao Chen; Yuxin Zhang 002; Ke Li 015; Yunhang Shen; Chunhua Shen; Rongrong Ji (CoRR, 2022)

Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization. - Peixian Chen; Kekai Sheng; Mengdan Zhang; Yunhang Shen; Ke Li 015; Chunhua Shen (CoRR, 2022)

LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal. - Hong Yang; Gongrui Nan; Mingbao Lin; Fei Chao 001; Yunhang Shen; Ke Li 015; Rongrong Ji (CoRR, 2022)

CF-ViT: A General Coarse-to-Fine Method for Vision Transformer. - Mengzhao Chen; Mingbao Lin; Ke Li 015; Yunhang Shen; Yongjian Wu 001; Fei Chao 001; Rongrong Ji (AAAI, 2023)

Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation. - Linrui Gong; Shaohui Lin; Baochang Zhang 001; Yunhang Shen; Ke Li 015; Ruizhi Qiao; Bo Ren 002; Muqing Li; Zhou Yu; Lizhuang Ma (AAAI, 2023)

FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning. - Yulei Qin; Xingyu Chen; Chao Chen 026; Yunhang Shen; Bo Ren 002; Yun Gu; Jie Yang 002; Chunhua Shen (AAAI, 2023)

End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation. - Mingrui Wu; Jiaxin Gu; Yunhang Shen; Mingbao Lin; Chao Chen 026; Xiaoshuai Sun (AAAI, 2023)

Category-aware Allocation Transformer for Weakly Supervised Object Localization. - Zhiwei Chen; Jinren Ding; Liujuan Cao; Yunhang Shen; Shengchuan Zhang; Guannan Jiang; Rongrong Ji (ICCV, 2023)

LocLoc: Low-level Cues and Local-area Guides for Weakly Supervised Object Localization. - Xinzi Cao; Xiawu Zheng; Yunhang Shen; Ke Li 015; Jie Chen 001; Yutong Lu; Yonghong Tian 001 (ACM Multimedia, 2023)

CAPro: Webly Supervised Learning with Cross-modality Aligned Prototypes. - Yulei Qin; Xingyu Chen; Yunhang Shen; Chaoyou Fu; Yun Gu; Ke Li 015; Xing Sun 001; Rongrong Ji (NeurIPS, 2023)

Classifier Decoupled Training for Black-Box Unsupervised Domain Adaptation. - Xiangchuang Chen; Yunhang Shen; Xuan Luo; Yan Zhang 109; Ke Li 015; Shaohui Lin (PRCV (3), 2023)

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models. - Chaoyou Fu; Peixian Chen; Yunhang Shen; Yulei Qin; Mengdan Zhang; Xu Lin; Zhenyu Qiu; Wei Lin 004; Jinrui Yang; Xiawu Zheng; Ke Li 015; Xing Sun 001; et al. (CoRR, 2023)

Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler. - Shaohui Lin; Wenxuan Huang 001; Jiao Xie; Baochang Zhang 001; Yunhang Shen; Zhou Yu; Jungong Han; David S. Doermann (CoRR, 2023)

Less is More: Learning Reference Knowledge Using No-Reference Image Quality Assessment. - Xudong Li; Jingyuan Zheng; Xiawu Zheng; Runze Hu; Enwei Zhang; Yuting Gao; Yunhang Shen; Ke Li 015; Yutao Liu 002; Pingyang Dai; Yan Zhang 109; Rongrong Ji (CoRR, 2023)

Adaptive Feature Selection for No-Reference Image Quality Assessment using Contrastive Mitigating Semantic Noise Sensitivity. - Xudong Li; Timin Gao; Xiawu Zheng; Runze Hu; Jingyuan Zheng; Yunhang Shen; Ke Li 015; Yutao Liu 002; Pingyang Dai; Yan Zhang 109; Rongrong Ji (CoRR, 2023)

A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise. - Chaoyou Fu; Renrui Zhang; Zihan Wang; Yubo Huang; Zhengye Zhang; Longtian Qiu; Gaoxiang Ye; Yunhang Shen; Mengdan Zhang; Peixian Chen; Sirui Zhao; Shaohui Lin; et al. (CoRR, 2023)

MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet. - Nan Wang 027; Shaohui Lin; Xiaoxiao Li; Ke Li 015; Yunhang Shen; Yue Gao; Lizhuang Ma (IEEE Trans. Medical Imaging, 2023)

SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space. - Yunchen Li; Zhou Yu; Gaoqi He; Yunhang Shen; Ke Li 015; Xing Sun 001; Shaohui Lin (AAAI, 2024)

Weakly Supervised Open-Vocabulary Object Detection. - Jianghang Lin; Yunhang Shen; Bingquan Wang; Shaohui Lin; Ke Li 015; Liujuan Cao (AAAI, 2024)

Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning. - Wensheng Pan; Timin Gao; Yan Zhang 109; Xiawu Zheng; Yunhang Shen; Ke Li 015; Runze Hu; Yutao Liu 002; Pingyang Dai (AAAI, 2024)

Solving the Catastrophic Forgetting Problem in Generalized Category Discovery. - Xinzi Cao; Xiawu Zheng; Guanhong Wang; Weijiang Yu; Yunhang Shen; Ke Li 015; Yutong Lu; Yonghong Tian 001 (CVPR, 2024)

A General and Efficient Training for Transformer via Token Expansion. - Wenxuan Huang 001; Yunhang Shen; Jiao Xie; Baochang Zhang 001; Gaoqi He; Ke Li 015; Xing Sun 001; Shaohui Lin (CVPR, 2024)

Aligning and Prompting Everything All at Once for Universal Visual Perception. - Yunhang Shen; Chaoyou Fu; Peixian Chen; Mengdan Zhang; Ke Li 015; Xing Sun 001; Yunsheng Wu; Shaohui Lin; Rongrong Ji (CVPR, 2024)

Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity. - Xudong Li; Timin Gao; Runze Hu; Yan Zhang 109; Shengchuan Zhang; Xiawu Zheng; Jingyuan Zheng; Yunhang Shen; Ke Li 015; Yutao Liu 002; Pingyang Dai; Rongrong Ji (ICML, 2024)

Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment. - Xudong Li; Runze Hu; Jingyuan Zheng; Yan Zhang 109; Shengchuan Zhang; Xiawu Zheng; Ke Li 015; Yunhang Shen; Yutao Liu 002; Pingyang Dai; Rongrong Ji (ICML, 2024)

Rethinking Centered Kernel Alignment in Knowledge Distillation. - Zikai Zhou; Yunhang Shen; Shitong Shao; Linrui Gong; Shaohui Lin (IJCAI, 2024)

Cantor: Inspiring Multimodal Chain-of-Thought of MLLM. - Timin Gao; Peixian Chen; Mengdan Zhang; Chaoyou Fu; Yunhang Shen; Yan Zhang 109; Shengchuan Zhang; Xiawu Zheng; Xing Sun 001; Liujuan Cao; Rongrong Ji (ACM Multimedia, 2024)

Multimodal Inplace Prompt Tuning for Open-set Object Detection. - Guilin Li; Mengdan Zhang; Xiawu Zheng; Peixian Chen; Zihan Wang; Yunhang Shen; Mingchen Zhuge; Chenglin Wu; Fei Chao 001; Ke Li 015; Xing Sun 001; Rongrong Ji (ACM Multimedia, 2024)

Woodpecker: hallucination correction for multimodal large language models. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Tong Xu 001; Hao Wang 076; Dianbo Sui; Yunhang Shen; Ke Li 015; Xing Sun 001; Enhong Chen (Sci. China Inf. Sci., 2024)

Rethinking Centered Kernel Alignment in Knowledge Distillation. - Zikai Zhou; Yunhang Shen; Shitong Shao; Huanran Chen; Linrui Gong; Shaohui Lin (CoRR, 2024)

Feature Denoising Diffusion Model for Blind Image Quality Assessment. - Xudong Li; Jingyuan Zheng; Runze Hu; Yan Zhang 109; Ke Li 015; Yunhang Shen; Xiawu Zheng; Yutao Liu 002; Shengchuan Zhang; Pingyang Dai; Rongrong Ji (CoRR, 2024)

Fusion-Mamba for Cross-modality Object Detection. - Wenhao Dong; Haodong Zhu; Shaohui Lin; Xiaoyan Luo; Yunhang Shen; Xuhui Liu; Juan Zhang; Guodong Guo; Baochang Zhang 001 (CoRR, 2024)

Multi-Modal Prompt Learning on Blind Image Quality Assessment. - Wensheng Pan; Timin Gao; Yan Zhang 109; Runze Hu; Xiawu Zheng; Enwei Zhang; Yuting Gao; Yutao Liu 002; Yunhang Shen; Ke Li 015; Shengchuan Zhang; Liujuan Cao; et al. (CoRR, 2024)

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. - Chaoyou Fu; Yuhan Dai; Yondong Luo; Lei Li; Shuhuai Ren; Renrui Zhang; Zihan Wang; Chenyu Zhou; Yunhang Shen; Mengdan Zhang; Peixian Chen; Yanwei Li; et al. (CoRR, 2024)

VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models. - Chenyu Zhou; Mengdan Zhang; Peixian Chen; Chaoyou Fu; Yunhang Shen; Xiawu Zheng; Xing Sun 001; Rongrong Ji (CoRR, 2024)

HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection. - Liujuan Cao; Jianghang Lin; Zebo Hong; Yunhang Shen; Shaohui Lin; Chao Chen 026; Rongrong Ji (CoRR, 2024)

VITA: Towards Open-Source Interactive Omni Multimodal LLM. - Chaoyou Fu; Haojia Lin; Zuwei Long; Yunhang Shen; Meng Zhao; Yifan Zhang 004; Xiong Wang; Di Yin; Long Ma; Xiawu Zheng; Ran He 001; Rongrong Ji; et al. (CoRR, 2024)

Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM. - Xiong Wang; Yangze Li; Chaoyou Fu; Yunhang Shen; Lei Xie 001; Ke Li 015; Xing Sun 001; Long Ma (CoRR, 2024)

Scale Contrastive Learning with Selective Attentions for Blind Image Quality Assessment. - Zihao Huang; Xudong Li; Bohan Fu; Xiaohui Chu; Ke Li 015; Yunhang Shen; Yan Zhang 109 (CoRR, 2024)

T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Yunhang Shen; Chunjiang Ge; Yan Yang; Zuwei Long; Yuhan Dai; Tong Xu 001; Xing Sun 001; Ran He 001; Caifeng Shan; et al. (CoRR, 2024)

Class-imbalanced semi-supervised learning for large-scale point cloud semantic segmentation via decoupling optimization. - Mengtian Li; Shaohui Lin; Zihan Wang; Yunhang Shen; Baochang Zhang 001; Lizhuang Ma (Pattern Recognit., 2024)

BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution. - Zihao He; Shengchuan Zhang; Runze Hu; Yunhang Shen; Yan Zhang 109 (AAAI, 2025)

Feature Denoising Diffusion Model for Blind Image Quality Assessment. - Xudong Li; Yan Zhang 109; Yunhang Shen; Ke Li 015; Runze Hu; Xiawu Zheng; Sicheng Zhao (AAAI, 2025)

Probability-Density-aware Semi-supervised Learning. - Shuyang Liu; Ruiqiu Zheng; Yunhang Shen; Zhou Yu; Ke Li 015; Xing Sun 001; Shaohui Lin (AAAI, 2025)

Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration. - Yunshuai Zhou; Junbo Qiao; Jincheng Liao; Wei Li 002; Simiao Li; Jiao Xie; Yunhang Shen; Jie Hu 021; Shaohui Lin (AAAI, 2025)

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. - Chaoyou Fu; Yuhan Dai; Yongdong Luo; Lei Li; Shuhuai Ren; Renrui Zhang; Zihan Wang; Chenyu Zhou; Yunhang Shen; Mengdan Zhang; Peixian Chen; Yanwei Li; et al. (CVPR, 2025)

FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression. - Bo Tong; Bokai Lai; Yiyi Zhou; Gen Luo; Yunhang Shen; Ke Li 015; Xiaoshuai Sun; Rongrong Ji (CVPR, 2025)

Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion. - Xiangfeng Xu; Pinyi Zhang; Wenxuan Huang 001; Yunhang Shen; Haosheng Chen; Jingzhong Lin; Wei Li 002; Gaoqi He; Jiao Xie; Shaohui Lin (CVPR, 2025)

Knowledge Transfer Across Modalities for Weakly Supervised Point Cloud Semantic Segmentation. - Zihan Wang; Yunhang Shen; Mengtian Li; Ke Li 015; Xing Sun 001; Shaohui Lin; Lizhuang Ma (ICASSP, 2025)

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification. - Wenxuan Huang 001; Zijie Zhai; Yunhang Shen; Shaosheng Cao; Fei Zhao; Xiangfeng Xu; Zheyu Ye; Shaohui Lin (ICLR, 2025)

Learning Interleaved Image-Text Comprehension in Vision-Language Large Models. - Chenyu Zhou; Mengdan Zhang; Peixian Chen; Chaoyou Fu; Yunhang Shen; Xiawu Zheng; Xing Sun 001; Rongrong Ji (ICLR, 2025)

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction. - Chaoyou Fu; Haojia Lin; Xiong Wang; Yifan Zhang 004; Yunhang Shen; Xiaoyu Liu; Haoyu Cao 001; Zuwei Long; Heting Gao; Ke Li 015; Long Ma; Xiawu Zheng; et al. (CoRR, 2025)

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her. - Heting Gao; Hang Shao; Xiong Wang; Chaofan Qiu; Yunhang Shen; Siqi Cai; Yuchen Shi; Zihan Xu; Zuwei Long; Yike Zhang; Shaoqi Dong; Chaoyou Fu; et al. (CoRR, 2025)

Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy. - Yunhang Shen; Chaoyou Fu; Shaoqi Dong; Xiong Wang; Yifan Zhang 004; Peixian Chen; Mengdan Zhang; Haoyu Cao 001; Ke Li 015; Xiawu Zheng; Yan Zhang 109; Yiyi Zhou; et al. (CoRR, 2025)

Training-free Anomaly Event Detection via LLM-guided Symbolic Pattern Discovery. - Yuhui Zeng; Haoxiang Wu; Wenjie Nie; Guangyao Chen; Xiawu Zheng; Yunhang Shen; Guilin Li; Yixiong Zou; Yonghong Tian 001; Rongrong Ji (CoRR, 2025)

LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? - Bangyan Li; Wenxuan Huang 001; Yunhang Shen; Yeqiang Wang; Shaohui Lin; Jingzhong Lin; Ling You; Yinqi Zhang; Ke Li 015; Xing Sun 001; Yuling Sun (CoRR, 2025)

Aligning Multimodal LLM with Human Preference: A Survey. - Tao Yu; Yifan Zhang 004; Chaoyou Fu; Junkang Wu; Jinda Lu; Kun Wang 056; Xingyu Lu; Yunhang Shen; Guibin Zhang; Dingjie Song; Yibo Yan; Tianlong Xu; et al. (CoRR, 2025)

Adaptive Zone Learning for Weakly Supervised Object Localization. - Zhiwei Chen; Siwei Wang 004; Liujuan Cao; Yunhang Shen; Rongrong Ji (IEEE Trans. Neural Networks Learn. Syst., 2025)

VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model. - Zuwei Long; Yunhang Shen; Chaoyou Fu; Heting Gao; Lijiang Li; Peixian Chen; Mengdan Zhang; Hang Shao; Jian Li 062; Jinlong Peng; Haoyu Cao 001; Ke Li 015; et al. (CoRR, 2025)

Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation. - Jianghang Lin; Yilin Lu; Yunhang Shen; Chaoyang Zhu; Shengchuan Zhang; Liujuan Cao; Rongrong Ji (CoRR, 2025)

What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation. - Jianghang Lin; Yue Hu; Jiangtao Shen; Yunhang Shen; Liujuan Cao; Shengchuan Zhang; Rongrong Ji (CoRR, 2025)

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs. - Xudong Li; Mengdan Zhang; Peixian Chen; Xiawu Zheng; Yan Zhang 109; Jingyuan Zheng; Yunhang Shen; Ke Li 015; Chaoyou Fu; Xin Sun 003; Rongrong Ji (CoRR, 2025)

DeepTalk: Towards Seamless and Smart Speech Interaction with Adaptive Modality-Specific MoE. - Hang Shao; Heting Gao; Yunhang Shen; Jiawei Chen; Lijiang Li; Zuwei Long; Bo Tong; Ke Li 015; Xing Sun 001 (CoRR, 2025)

CLIP-Driven Transformer for Weakly Supervised Object Localization. - Zhiwei Chen; Yunhang Shen; Liujuan Cao; Shengchuan Zhang; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

GraphMSR: A graph foundation model-based approach for MRI image super-resolution with multimodal semantic integration. - Zhiquan Qin; Zihao He; Yan Zhang 109; Yunhang Shen; Ke Li 015 (Pattern Recognit., 2026)