Data-driven face cartoon stylization. - Yong Zhang 034; Weiming Dong; Oliver Deussen; Feiyue Huang; Ke Li 015; Bao-Gang Hu (SIGGRAPH ASIA Technical Briefs, 2014)

Fusing transcription results from polyphonic and monophonic audio for singing melody transcription in polyphonic music. - Bilei Zhu; Fuzhang Wu; Ke Li 015; Yongjian Wu 001; Feiyue Huang; Yunsheng Wu (ICASSP, 2017)

Data-Driven Synthesis of Cartoon Faces Using Different Styles. - Yong Zhang 034; Weiming Dong; Chongyang Ma; Xing Mei; Ke Li 015; Feiyue Huang; Bao-Gang Hu; Oliver Deussen (IEEE Trans. Image Process., 2017)

Vocal Melody Extraction via DNN-based Pitch Estimation and Salience-based Pitch Refinement. - Yongwei Gao; Bilei Zhu; Wei Li 012; Ke Li 015; Yongjian Wu 001; Feiyue Huang (ICASSP, 2019)

Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification. - Fengxiang Yang; Ke Li 015; Zhun Zhong; Zhiming Luo; Xing Sun 001; Hao Cheng 012; Xiaowei Guo; Feiyue Huang; Rongrong Ji; Shaozi Li (AAAI, 2020)

Filter Grafting for Deep Neural Networks. - Fanxu Meng; Hao Cheng 012; Ke Li 015; Zhixin Xu; Rongrong Ji; Xing Sun 001; Guangming Lu (CVPR, 2020)

Pruning Filter in Filter. - Fanxu Meng; Hao Cheng 012; Ke Li 015; Huixiang Luo; Xiaowei Guo; Guangming Lu; Xing Sun 001 (NeurIPS, 2020)

Architecture Disentanglement for Deep Neural Networks. - Jie Hu 018; Rongrong Ji; Qixiang Ye; Tong Tong; Shengchuan Zhang; Ke Li 015; Feiyue Huang; Ling Shao 001 (CoRR, 2020)

DGD: Densifying the Knowledge of Neural Networks with Filter Grafting and Knowledge Distillation. - Hao Cheng 012; Fanxu Meng; Ke Li 015; Huixiang Luo; Guangming Lu; Xiaowei Guo; Feiyue Huang; Xing Sun 001 (CoRR, 2020)

Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion. - Jinpeng Wang; Yuting Gao; Ke Li 015; Xinyang Jiang; Xiaowei Guo; Rongrong Ji; Xing Sun 001 (CoRR, 2020)

Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning. - Jinpeng Wang; Yuting Gao; Ke Li 015; Yiqi Lin; Andy J. Ma; Xing Sun 001 (CoRR, 2020)

Semi-Supervised Adversarial Monocular Depth Estimation. - Rongrong Ji; Ke Li 015; Yan Wang 059; Xiaoshuai Sun; Feng Guo 005; Xiaowei Guo; Yongjian Wu 001; Feiyue Huang; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion. - Jinpeng Wang; Yuting Gao; Ke Li 015; Jianguo Hu; Xinyang Jiang; Xiaowei Guo; Rongrong Ji; Xing Sun 001 (AAAI, 2021)

One for More: Selecting Generalizable Samples for Generalizable ReID Model. - Enwei Zhang; Xinyang Jiang; Hao Cheng 012; Ancong Wu; Fufu Yu; Ke Li 015; Xiaowei Guo; Feng Zheng; Wei-Shi Zheng 001; Xing Sun 001 (AAAI, 2021)

Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning. - Jinpeng Wang; Yuting Gao; Ke Li 015; Yiqi Lin; Andy J. Ma; Hao Cheng 012; Pai Peng; Feiyue Huang; Rongrong Ji; Xing Sun 001 (CVPR, 2021)

Architecture Disentanglement for Deep Neural Networks. - Jie Hu 018; Liujuan Cao; Tong Tong; Qixiang Ye; Shengchuan Zhang; Ke Li 015; Feiyue Huang; Ling Shao 001; Rongrong Ji (ICCV, 2021)

On The Consistency Training for Open-Set Semi-Supervised Learning. - Huixiang Luo; Hao Cheng 012; Yuting Gao; Ke Li 015; Mengdan Zhang; Fanxu Meng; Xiaowei Guo; Feiyue Huang; Xing Sun 001 (CoRR, 2021)

On Evolving Attention Towards Domain Adaptation. - Kekai Sheng; Ke Li 015; Xiawu Zheng; Jian Liang; Weiming Dong; Feiyue Huang; Rongrong Ji; Xing Sun 001 (CoRR, 2021)

DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning. - Yuting Gao; Jia-Xin Zhuang; Ke Li 015; Hao Cheng 012; Xiaowei Guo; Feiyue Huang; Rongrong Ji; Xing Sun 001 (CoRR, 2021)

ISTR: End-to-End Instance Segmentation with Transformers. - Jie Hu 018; Liujuan Cao; Yao Lu; Shengchuan Zhang; Yan Wang 059; Ke Li 015; Feiyue Huang; Ling Shao 001; Rongrong Ji (CoRR, 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)

RMNet: Equivalently Removing Residual Connection from Networks. - Fanxu Meng; Hao Cheng 012; Jiaxin Zhuang; Ke Li 015; Xing Sun 001 (CoRR, 2021)

Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer. - Yifan Xu 008; Zhijie Zhang; Mengdan Zhang; Kekai Sheng; Ke Li 015; Weiming Dong; Liqing Zhang; Changsheng Xu; Xing Sun 001 (AAAI, 2022)

Training-free Transformer Architecture Search. - Qinqin Zhou 001; Kekai Sheng; Xiawu Zheng; Ke Li 015; Xing Sun 001; Yonghong Tian 001; Jie Chen 001; Rongrong Ji (CVPR, 2022)

ARM: Any-Time Super-Resolution Method. - Bohong Chen 001; Mingbao Lin; Kekai Sheng; Mengdan Zhang; Peixian Chen; Ke Li 015; Liujuan Cao; Rongrong Ji (ECCV (19), 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)

DisCo: Remedying Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning. - Yuting Gao; Jia-Xin Zhuang; Shaohui Lin; Hao Cheng 012; Xing Sun 001; Ke Li 015; Chunhua Shen (ECCV (26), 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)

Self-supervised Models are Good Teaching Assistants for Vision Transformers. - Haiyan Wu; Yuting Gao; Yinqi Zhang; Shaohui Lin; Yuan Xie 006; Xing Sun 001; Ke Li 015 (ICML, 2022)

Learning Best Combination for Efficient N: M Sparsity. - Yuxin Zhang 002; Mingbao Lin; Zhihang Lin; Yiting Luo; Ke Li 015; Fei Chao 001; Yongjian Wu 001; Rongrong Ji (NeurIPS, 2022)

PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining. - Yuting Gao; Jinfeng Liu 007; Zihan Xu; Jun Zhang 018; Ke Li 015; Rongrong Ji; Chunhua Shen (NeurIPS, 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)

PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining. - Yuting Gao; Jinfeng Liu 007; Zihan Xu; Jun Zhang 018; Ke Li 015; Chunhua Shen (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)

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)

Multi-modal Queried Object Detection in the Wild. - Yifan Xu 008; Mengdan Zhang; Chaoyou Fu; Peixian Chen; Xiaoshan Yang; Ke Li 015; Changsheng Xu (NeurIPS, 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)

Data-Free Low-Bit Quantization via Dynamic Multi-teacher Knowledge Distillation. - Chong Huang; Shaohui Lin; Yan Zhang 109; Ke Li 015; Baochang Zhang 001 (PRCV (8), 2023)

SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger. - Yuting Gao; Jinfeng Liu 007; Zihan Xu; Tong Wu; Wei Liu 044; Jie Yang 002; Ke Li 015; Xing Sun 001 (CoRR, 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)

A Survey on Multimodal Large Language Models. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Ke Li 015; Xing Sun 001; Tong Xu 001; Enhong Chen (CoRR, 2023)

Towards Robust Text Retrieval with Progressive Learning. - Tong Wu; Yulei Qin; Enwei Zhang; Zihan Xu; Yuting Gao; Ke Li 015; Xing Sun 001 (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)

MMICT: Boosting Multi-Modal Fine-Tuning with In-Context Examples. - Tao Chen 011; Enwei Zhang; Yuting Gao; Ke Li 015; Xing Sun 001; Yan Zhang 109; Hui Li 037 (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)

Reciprocal normalization for domain adaptation. - Zhiyong Huang; Kekai Sheng; Ke Li 015; Jian Liang; Taiping Yao; Weiming Dong; Dengwen Zhou; Xing Sun 001 (Pattern Recognit., 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)

SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger. - Yuting Gao; Jinfeng Liu 007; Zihan Xu; Tong Wu; Enwei Zhang; Ke Li 015; Jie Yang 002; Wei Liu 044; Xing Sun 001 (AAAI, 2024)

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)

Sinkhorn Distance Minimization for Knowledge Distillation. - Xiao Cui; Yulei Qin; Yuting Gao; Enwei Zhang; Zihan Xu; Tong Wu; Ke Li 015; Xing Sun 001; Wengang Zhou 001; Houqiang Li (LREC/COLING, 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)

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)

A3R: Vision Language Pre-training by Attentive Alignment and Attentive Reconstruction. - Yusong Hu; Yuting Gao; Zihan Xu; Ke Li 015; Xialei Liu (PRCV (5), 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)

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)

RESTORE: Towards Feature Shift for Vision-Language Prompt Learning. - Yuncheng Yang; Chuyan Zhang; Zuopeng Yang; Yuting Gao; Yulei Qin; Ke Li 015; Xing Sun 001; Jie Yang 002; Yun Gu (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)

Local Manifold Learning for No-Reference Image Quality Assessment. - Timin Gao; Wensheng Pan; Yan Zhang 109; Sicheng Zhao; Shengchuan Zhang; Xiawu Zheng; Ke Li 015; Liujuan Cao; Rongrong Ji (CoRR, 2024)

Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models. - Yuncheng Yang; Yulei Qin; Tong Wu; Zihan Xu; Gang Li; Pengcheng Guo; Hang Shao; Yucheng Shi; Ke Li 015; Xing Sun 001; Jie Yang 002; Yun Gu (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)

Training-Free Transformer Architecture Search With Zero-Cost Proxy Guided Evolution. - Qinqin Zhou 001; Kekai Sheng; Xiawu Zheng; Ke Li 015; Yonghong Tian 001; Jie Chen 001; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

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)

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)

Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment. - Xudong Li; Wenjie Nie; Yan Zhang 109; Runze Hu; Ke Li 015; Xiawu Zheng; Liujuan Cao (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)

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)

Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models. - Yulei Qin; Yuncheng Yang; Pengcheng Guo; Gang Li; Hang Shao; Yuchen Shi; Zihan Xu; Yun Gu; Ke Li 015; Xing Sun 001 (Trans. Mach. Learn. Res., 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)

FlowAgent: Achieving Compliance and Flexibility for Workflow Agents. - Yuchen Shi; Siqi Cai; Zihan Xu; Yuei Qin; Gang Li; Hang Shao; Jiawei Chen; Deqing Yang; Ke Li 015; Xing Sun 001 (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)

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)

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)

Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models. - Yulei Qin; Gang Li; Zongyi Li; Zihan Xu; Yuchen Shi; Zhekai Lin; Xiao Cui; Ke Li 015; Xing Sun 001 (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)

SinKD: Sinkhorn Distance Minimization for Knowledge Distillation. - Xiao Cui; Yulei Qin; Yuting Gao; Enwei Zhang; Zihan Xu; Tong Wu; Ke Li 015; Xing Sun 001; Wengang Zhou 001; Houqiang Li (IEEE Trans. Neural Networks Learn. Syst., 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)