Full Publications

2026

1. Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
   Yuansen Liu, Haiming Tang, Jinlong Peng, Jiangning Zhang, Xiaozhong Ji, Qingdong He, Donghao Luo, Zhenye Gan, Junwei Zhu, Yunhang Shen, Chaoyou Fu, Chengjie Wang, Xiaobin Hu, Shuicheng Yan
   International Conference on Learning Representations (ICLR), 2026.
   
2. Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction
   Jianghang Lin, Yilin Lu, Chaoyang Zhu, Yunhang Shen, Shengchuan Zhang, Liujuan Cao*
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026.
   
3. Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision
   Zhixiang Wei, Yi Li, Zhehan Kan, Xinghua Jiang, Zuwei Long, Shifeng Liu, Hongze Shen, Wei Liu, Xiaoyu Tan, Haojia Lin, Yubo Zhu, Qianyu Li, Di Yin, Haoyu Cao, Weibo Gu, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Yunsheng Wu, Mingkong Tang, Shuangyin Liu, Lexiang Tang, Haodong Lin, Junru Lu, Jiarui Qin, Lingfeng Qiao, Ruizhi Qiao, Bo Ke, Jianfeng He, Ke Li, Yangning Li, Yunhang Shen, Mengdan Zhang, Peixian Chen, Kun Yin, Bing Liu, Yunfei Wu, Huang Chen, Zhongpeng Cai, Xiaotian Li
   arXiv preprint arXiv:2601.19798, 2026. [Code] [Model]
   
4. Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding
   Chaoyou Fu, Haozhi Yuan, Yuhao Dong, Yi-Fan Zhang, Yunhang Shen, Xiaoxing Hu, Xueying Li, Jinsen Su, Chengwu Long, Xiaoyao Xie, Yongkang Xie, Xiawu Zheng, Xue Yang, Haoyu Cao, Yunsheng Wu, Ziwei Liu, Xing Sun, Caifeng Shan, Ran He
   arXiv preprint arXiv:2604.05015, 2026. [Code]
   
5. Youtu-Parsing-Omni: One Encoder, One Schema, Every Modality
   Youtu-Parsing-Omni Team (Yunhang Shen, leading core contributor)
   Technical report, 2026. [Code] [Model]
   

2025

1. VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model
   Zuwei Long, Yunhang Shen (co-first author), Chaoyou Fu, Heting Gao, Lijiang Li, Peixian Chen, Mengdan Zhang, Hang Shao, Jian Li, Jinlong Peng, Haoyu Cao, Ke Li, Rongrong Ji, Xing Sun
   Advances in Neural Information Processing Systems (NeurIPS), 2025. [Code]
   
2. Probability-Density-Aware Semi-Supervised Learning
   Shuyang Liu, Ruiqiu Zheng, Yunhang Shen*, Zhou Yu, Ke Li, Xing Sun, Shaohui Lin
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025.
   
3. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
   Chaoyou Fu, Haojia Lin, Xiong Wang, Yi-Fan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He
   Advances in Neural Information Processing Systems (NeurIPS), 2025. [Code]
   
4. 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, Ke Li, Xing Sun, Long Ma*
   International Conference on Machine Learning (ICML), 2025.
   
5. FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression
   Bo Tong, Bokai Lai, Yiyi Zhou, Gen Luo, Yunhang Shen, Ke Li, Xiaoshuai Sun, Rongrong Ji
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
   
6. Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-Language Context Sparsification
   Wenxuan Huang, Zijie Zhai, Yunhang Shen, Shaosheng Cao, Fei Zhao, Xiangfeng Xu, Zheyu Ye, Shaohui Lin*
   International Conference on Learning Representations (ICLR), 2025.
   
7. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
   Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, Yunsheng Wu, Rongrong Ji
   Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track, 2025. [Code]
   
8. 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, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [Code]
   
9. 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
   IEEE Transactions on Multimedia (TMM), 2025.
   
10. Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion
    Xiangfeng Xu, Pinyi Zhang, Wenxuan Huang, Yunhang Shen, Haosheng Chen, Jingzhong Lin, Wei Li, Gaoqi He, Jiao Xie, Shaohui Lin*
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
    
11. CLIP-Driven Transformer for Weakly Supervised Object Localization
    Zhiwei Chen, Yunhang Shen, Liujuan Cao*, Shengchuan Zhang, Rongrong Ji
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.
    
12. Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration
    Yunshuai Zhou, Junbo Qiao, Jincheng Liao, Wei Li, Simiao Li, Jiao Xie, Yunhang Shen, Jie Hu, Shaohui Lin*
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025.
    
13. BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution
    Zihao He, Shengchuan Zhang, Runze Hu, Yunhang Shen, Yan Zhang*
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025.
    
14. Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
    Yunhang Shen, Chaoyou Fu, Shaoqi Dong, Xiong Wang, Yi-Fan Zhang, Peixian Chen, Mengdan Zhang, Haoyu Cao, Ke Li, Xiawu Zheng, Yan Zhang, Yiyi Zhou, Ran He, Caifeng Shan, Rongrong Ji, Xing Sun
    arXiv preprint arXiv:2502.05177, 2025. [Code]
    
15. 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, Ke Li, Long Ma, Xing Sun
    arXiv preprint arXiv:2501.16327, 2025. [Code]
    

2024

1. Aligning and Prompting Everything All at Once for Universal Visual Perception
   Yunhang Shen, Chaoyou Fu, Peixian Chen, Mengdan Zhang, Ke Li, Xing Sun, Yunsheng Wu, Shaohui Lin, Rongrong Ji
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [Code]
   
2. Woodpecker: Hallucination Correction for Multimodal Large Language Models
   Shukang Yin, Chaoyou Fu, Sirui Zhao, Tong Xu, Hao Wang, Dianbo Sui, Yunhang Shen, Ke Li, Xing Sun, Enhong Chen
   Science China Information Sciences, 2024.
   
3. Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
   Timin Gao, Peixian Chen, Mengdan Zhang, Chaoyou Fu, Yunhang Shen, Yan Zhang, Shengchuan Zhang, Xiawu Zheng, Xing Sun, Liujuan Cao, Rongrong Ji
   ACM International Conference on Multimedia (ACM MM), 2024.
   
4. Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
   Xinzi Cao, Xiawu Zheng, Guanhong Wang, Weijiang Yu, Yunhang Shen, Ke Li, Yutong Lu, Yonghong Tian*
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
   
5. 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, Lizhuang Ma
   Pattern Recognition (PR), 2024.
   
6. Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
   Xudong Li, Timin Gao, Runze Hu, Yan Zhang, Shengchuan Zhang, Xiawu Zheng, Jingyuan Zheng, Yunhang Shen, Ke Li, Yutao Liu, Pingyang Dai, Rongrong Ji
   International Conference on Machine Learning (ICML), 2024.
   
7. A General and Efficient Training for Transformer via Token Expansion
   Wenxuan Huang, Yunhang Shen, Jiao Xie, Baochang Zhang, Gaoqi He, Ke Li, Xing Sun, Shaohui Lin*
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
   
8. Weakly Supervised Open-Vocabulary Object Detection
   Jianghang Lin, Yunhang Shen, Bingquan Wang, Shaohui Lin, Ke Li, Liujuan Cao*
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024.
   
9. SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space
   Yunchen Li, Zhou Yu, Gaoqi He, Yunhang Shen, Ke Li, Xing Sun, Shaohui Lin*
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024.
   
10. Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning
    Wensheng Pan, Timin Gao, Yan Zhang, Xiawu Zheng, Yunhang Shen, Ke Li, Runze Hu, Yutao Liu, Pingyang Dai
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024.
    
11. CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes
    Yulei Qin, Xingyu Chen, Yunhang Shen, Chaoyou Fu, Yun Gu, Ke Li, Xing Sun, Rongrong Ji
    Advances in Neural Information Processing Systems (NeurIPS), 2024.
    
12. Adaptive Zone Learning for Weakly Supervised Object Localization
    Zhiwei Chen, Siwei Wang, Liujuan Cao, Yunhang Shen, Rongrong Ji
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024.
    
13. 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, Xing Sun, Ran He, Caifeng Shan, Enhong Chen
    arXiv preprint arXiv:2411.19951, 2024.
    
14. VITA: Towards Open-Source Interactive Omni Multimodal LLM
    Chaoyou Fu, Haojia Lin, Zuwei Long, Yunhang Shen, Meng Zhao, Yifan Zhang, Shaoqi Dong, Xiong Wang, Di Yin, Long Ma, Xiawu Zheng, Ran He, Rongrong Ji, Yunsheng Wu, Caifeng Shan, Xing Sun
    arXiv preprint arXiv:2408.05211, 2024. [Code]
    

2023

1. Category-Aware Allocation Transformer for Weakly Supervised Object Localization
   Zhiwei Chen, Jinren Ding, Liujuan Cao, Yunhang Shen, Shengchuan Zhang, Guannan Jiang, Rongrong Ji
   Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
   
2. LocLoc: Low-Level Cues and Local-Area Guides for Weakly Supervised Object Localization
   Xinzi Cao, Xiawu Zheng, Yunhang Shen, Ke Li, Jie Chen, Yutong Lu, Yonghong Tian*
   ACM International Conference on Multimedia (ACM MM), 2023.
   
3. Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation
   Linrui Gong, Shaohui Lin, Baochang Zhang, Yunhang Shen, Ke Li, Ruizhi Qiao, Bo Ren, Muqing Li, Zhou Yu, Lizhuang Ma
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023. [Code]
   
4. CF-ViT: A General Coarse-to-Fine Method for Vision Transformer
   Mengzhao Chen, Mingbao Lin, Ke Li, Yunhang Shen, Yongjian Wu, Fei Chao, Rongrong Ji*
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023. [Code]
   
5. FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning
   Yulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren, Yun Gu, Jie Yang, Chunhua Shen
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023. [Code]
   
6. MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet
   Nan Wang, Shaohui Lin*, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma*
   IEEE Transactions on Medical Imaging (TMI), 2023. [Code]
   
7. End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation
   Mingrui Wu, Jiaxin Gu, Yunhang Shen, Mingbao Lin, Chao Chen, Xiaoshuai Sun, Rongrong Ji*
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023. [Code]
   

2022

1. Efficient ECO-TR: Efficient Correspondences Finding via Coarse-to-Fine Refinement
   Dongli Tan, Jiang-Jiang Liu, Xingyu Chen, Chao Chen, Ruixin Zhang, Yunhang Shen, Shouhong Ding, Rongrong Ji*
   European Conference on Computer Vision (ECCV), 2022. [Code]
   
2. Efficient Decoder-free Object Detection with Transformers
   Peixian Chen, Mengdan Zhang, Yunhang Shen, Kekai Sheng, Yuting Gao, Xing Sun, Ke Li, Chunhua Shen
   European Conference on Computer Vision (ECCV), 2022. [Code]
   
3. Fine-grained Data Distribution Alignment for Post-Training Quantization
   Yunshan Zhong, Mingbao Lin, Mengzhao Chen, Ke Li, Yunhang Shen, Fei Chao, Yongjian Wu, Rongrong Ji*
   European Conference on Computer Vision (ECCV), 2022. [Code]
   
4. PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation
   Jing He, Yiyi Zhou*, Qi Zhang, Yunhang Shen, Xiaoshuai Sun, Chao Chen, Rongrong Ji
   European Conference on Computer Vision (ECCV), 2022. [Code]
   
5. 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 International Conference on Multimedia (ACMMM), 2022. [Code]
   
6. LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal
   Hong Yang, Gongrui Nan, Mingbao Lin, Fei Chao, Yunhang Shen, Ke Li, Rongrong Ji*
   arXiv preprint arXiv:2208.13039, 2022. [Code]
   
7. LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization
   Zhiwei Chen, ChanganWang, YabiaoWang, Guannan Jiang, Yunhang Shen, Ying Tai, ChengjieWang, Wei Zhang, Liujuan Cao*
   Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022. [Code]
   
8. Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization
   Peixian Chen, Kekai Sheng, Mengdan Zhang*, Yunhang Shen, Ke Li, Chunhua Shen
   arXiv preprint arXiv:2206.11134, 2022. [Code]
   
9. Super Vision Transformer
   Mingbao Lin, Mengzhao Chen, Yuxin Zhang, Ke Li, Yunhang Shen, Chunhua Shen, Rongrong Ji*
   arXiv preprint arXiv:2205.11397, 2022. [Code]
   
10. Shadow-Aware Dynamic Convolution for Shadow Removal
    Yimin Xu, Mingbao Lin, Hong Yang, Ke Li, Yunhang Shen, Fei Chao, Rongrong Ji*
    arXiv preprint arXiv:2205.04908, 2022. [Code]
    
11. SeqTR: A Simple yet Universal Network for Visual Grounding
    Chaoyang Zhu, Yiyi Zhou, Yunhang Shen, Gen Luo, Xingjia Pan, Mingbao Lin, Chao Chen, Liujuan Cao, Xiaoshuai Sun, Rongrong Ji*
    European Conference on Computer Vision (ECCV), 2022. [Code]
    
12. Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks
    Yunshan Zhong, Mingbao Lin, Xunchao Li, Ke Li, Yunhang Shen, Fei Chao, Yongjian Wu, Rongrong Ji*
    European Conference on Computer Vision (ECCV), 2022. [Code]
    
13. Optimizing Gradient-driven Criteria in Network Sparsity: Gradient is All You Need
    Yuxin Zhang, Mingbao Lin, Mengzhao Chen, Zihan Xu, Fei Chao, Yunhang Shen, Ke Li, Yongjian Wu, Rongrong Ji*
    arXiv preprint arXiv:2201.12826, 2022. [Code]
    
14. Mitigating the Mutual Error Amplification for Semi-Supervised Object Detection
    Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Yunhang Shen, Ke Yan, Changsheng Xu
    arXiv preprint arXiv:2201.10734, 2022. [Code]
    
15. HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization
    Mengtian Li, Yuan Xie, Yunhang Shen, Bo Ke, Ruizhi Qiao, Bo Ren, Shaohui Lin, Lizhuang Ma
    CVPR, 2022. [Code]
    
16. 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
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [Code]
    
17. Lottery Jackpots Exist in Pre-trained Models
    Yuxin Zhang, Mingbao Lin, Fei Chao, Yan Wang, Ke Li, Yunhang Shen, Yongjian Wu, Rongrong Ji*
    arXiv preprint arXiv:2104.08700, 2022. [Code]
    

2021

1. E²Net : Excitative-Expansile Learning for Weakly Supervised Object Localization
   Zhiwei Chen, Liujuan Cao*, Yunhang Shen, Feihong Lian, Yongjian Wu, Rongrong Ji
   ACM International Conference on Multimedia (ACMMM), 2021. [Code]
   
2. Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation
   Yunhang Shen, Liujuan Cao*, Zhiwei Chen, Baochang Zhang, Chi Su, Yongjian Wu, Feiyue Huang, Rongrong Ji
   Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021. [Code]
   
3. Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation
   Yunhang Shen, Liujuan Cao*, Zhiwei Chen, Feihong Lian, Baochang Zhang, Chi Su, Yongjian Wu, Feiyue Huang, Rongrong Ji
   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Code]
   

2020

1. UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection
   Yunhang Shen, Rongrong Ji*, Zhiwei Chen, Yongjian Wu, Feiyue Huang
   Conference on Neural Information Processing Systems (NeurIPS), 2020. [Code]
   
2. Enabling Deep Residual Networks for Weakly Supervised Object Detection
   Yunhang Shen, Rongrong Ji*, Yan Wang, Zhiwei Chen, Feng Zheng, Feiyue Huang, Yunsheng Wu
   European Conference on Computer Vision (ECCV), 2020. [Supplementary Material] [Caffe2 Code] [PyTorch Code]
   
3. Noise-Aware Fully Webly Supervised Object Detection
   Yunhang Shen, Rongrong Ji*, Zhiwei Chen, Xiaopeng Hong, Feng Zheng, Jianzhuang Liu, Mingliang Xu, Qi Tian
   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [Code]
   
4. Category-Aware Spatial Constraint for Weakly Supervised Detection
   Yunhang Shen, Rongrong Ji*, Kuiyuan Yang, Cheng Deng, Changhu Wang
   IEEE Transactions on Image Processing (TIP), 2020. [Code]
   

2019

1. A Part Power Set Model for Scale-Free Person Retrieval
   Yunhang Shen, Rongrong Ji*, Xiaopeng Hong, Feng Zheng, Xiaowei Guo, Yongjian Wu, Feiyue Huang
   International Joint Conference on Artificial Intelligence (IJCAI), 2019. [Code]
   
2. Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation
   Yunhang Shen, Rongrong Ji*, Yan Wang, Yongjian Wu, Liujuan Cao
   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Code]
   

2018

1. Generative Adversarial Learning towards Fast Weakly Supervised Detection
   Yunhang Shen, Rongrong Ji*, Shengchuan Zhang, Wangmeng Zuo, and Yan Wang
   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [Code]
   
2. Weakly Supervised Object Detection via Object-Specific Pixel Gradient
   Yunhang Shen, Rongrong Ji*, Changhu Wang, Xi Li, and Xuelong Li
   IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018. [Code]
   

2016

1. The Distributed System for Inverted Multi-index Visual Retrieval
   Xianming Lin, Yunhang Shen, Ling Cai, Rongrong Ji*
   Neurocomputing, 2016.
   

2014

1. Hacking Chinese Touclick CAPTCHA by Multi-Scale Corner Structure Model with Fast Pattern Matching
   Yunhang Shen, Rongrong Ji*, Donglin Cao, Min Wang
   ACM International Conference on Multimedia (ACM MM), 2014. [Code]
   
2. Robotic Free Writing of Chinese Characters via Human–Robot Interactions
   Fei Chao, Fuhai Chen, Yunhang Shen, Wenli He, Yan Sun, Zhengshuai Wang, Changle Zhou and Min Jiang
   International journal of humanoid robotics, 2014.