Unsupervised tracking with a low computational cost using the doubly stochastic Dirichlet process mixture model. - Xing Sun 001; Nelson H. C. Yung; Edmund Y. Lam; Hayden K. H. So (Image Processing: Machine Vision Applications, 2016)

Sparse Hierarchical Nonparametric Bayesian learning for light field representation and denoising. - Xing Sun 001; Nan Meng; Zhimin Xu; Edmund Y. Lam; Hayden Kwok-Hay So (IJCNN, 2016)

Data-driven light field depth estimation using deep Convolutional Neural Networks. - Xing Sun 001; Zhimin Xu; Nan Meng; Edmund Y. Lam; Hayden Kwok-Hay So (IJCNN, 2016)

Consistency Analysis for the Doubly Stochastic Dirichlet Process. - Xing Sun 001; Nelson H. C. Yung; Edmund Y. Lam; Hayden Kwok-Hay So (CoRR, 2016)

Unsupervised Tracking With the Doubly Stochastic Dirichlet Process Mixture Model. - Xing Sun 001; Nelson H. C. Yung; Edmund Y. Lam (IEEE Trans. Intell. Transp. Syst., 2016)

Human arm pose modeling with learned features using joint convolutional neural network. - Chongguo Li; Nelson H. C. Yung; Xing Sun 001; Edmund Y. Lam (Mach. Vis. Appl., 2017)

Computationally Efficient Hyperspectral Data Learning Based on the Doubly Stochastic Dirichlet Process. - Xing Sun 001; Nelson H. C. Yung; Edmund Y. Lam; Hayden Kwok-Hay So (IEEE Trans. Geosci. Remote. Sens., 2017)

A Coarse-to-fine Pyramidal Model for Person Re-identification via Multi-Loss Dynamic Training. - Feng Zheng; Xing Sun 001; Xinyang Jiang; Xiaowei Guo; Zongqiao Yu; Feiyue Huang (CoRR, 2018)

Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training. - Feng Zheng; Cheng Deng; Xing Sun 001; Xinyang Jiang; Xiaowei Guo; Zongqiao Yu; Feiyue Huang; Rongrong Ji (CVPR, 2019)

The Seventh Visual Object Tracking VOT2019 Challenge Results. - Matej Kristan; Amanda Berg; Linyu Zheng; Litu Rout; Luc Van Gool; Luca Bertinetto; Martin Danelljan; Matteo Dunnhofer; Meng Ni; Min Young Kim 003; Ming Tang 001; Ming-Hsuan Yang 001; et al. (ICCV Workshops, 2019)

Computational Light Field Generation Using Deep Nonparametric Bayesian Learning. - Nan Meng; Xing Sun 001; Hayden Kwok-Hay So; Edmund Y. Lam (IEEE Access, 2019)

Rethinking Temporal Fusion for Video-Based Person Re-Identification on Semantic and Time Aspect. - Xinyang Jiang; Yifei Gong; Xiaowei Guo; Qize Yang; Feiyue Huang; Wei-Shi Zheng 001; Feng Zheng; Xing Sun 001 (AAAI, 2020)

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)

Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification. - Zhihui Zhu; Xinyang Jiang; Feng Zheng; Xiaowei Guo; Feiyue Huang; Xing Sun 001; Wei-Shi Zheng 001 (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)

Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians. - Shizhen Zhao; Changxin Gao; Jun Zhang 018; Hao Cheng 012; Chuchu Han; Xinyang Jiang; Xiaowei Guo; Wei-Shi Zheng 001; Nong Sang; Xing Sun 001 (ECCV (6), 2020)

NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination. - Penghao Zhou; Chong Zhou; Pai Peng; Junlong Du; Xing Sun 001; Xiaowei Guo; Feiyue Huang (ACM Multimedia, 2020)

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

Devil's in the Detail: Graph-based Key-point Alignment and Embedding for Person Re-ID. - Xinyang Jiang; Fufu Yu; Yifei Gong; Shizhen Zhao; Xiaowei Guo; Feiyue Huang; Wei-Shi Zheng 001; 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)

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)

Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification. - Jiaxing Chen; Xinyang Jiang; Fudong Wang 001; Jun Zhang 018; Feng Zheng; Xing Sun 001; Wei-Shi Zheng 001 (CVPR, 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)

Temporal Modulation Network for Controllable Space-Time Video Super-Resolution. - Gang Xu; Jun Xu 019; Zhen Li 031; Liang Wang 001; Xing Sun 001; Ming-Ming Cheng (CVPR, 2021)

Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query. - Guanyu Cai; Jun Zhang 018; Xinyang Jiang; Yifei Gong; Lianghua He; Fufu Yu; Pai Peng; Xiaowei Guo; Feiyue Huang; Xing Sun 001 (ICCV, 2021)

PR-Net: Preference Reasoning for Personalized Video Highlight Detection. - Runnan Chen; Penghao Zhou; Wenzhe Wang; Nenglun Chen; Pai Peng; Xing Sun 001; Wenping Wang 001 (ICCV, 2021)

Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views. - Xin Wei; Yifei Gong; Fudong Wang 001; Xing Sun 001; Jian Sun 009 (ICCV, 2021)

Learning to Know Where to See: A Visibility-Aware Approach for Occluded Person Re-identification. - Jinrui Yang; Jiawei Zhang; Fufu Yu; Xinyang Jiang; Mengdan Zhang; Xing Sun 001; Ying-Cong Chen; Wei-Shi Zheng 001 (ICCV, 2021)

Learning with Instance-Dependent Label Noise: A Sample Sieve Approach. - Hao Cheng 012; Zhaowei Zhu; Xingyu Li; Yifei Gong; Xing Sun 001; Yang Liu 018 (ICLR, 2021)

Integrated Modalities And Multi-Level Granularity: Towards A Unified Video-Text Retrieval Framework. - Liu Liu; Wenzhe Wang; Zhijie Zhang; Mengdan Zhang; Pai Peng; Xing Sun 001 (ICME Workshops, 2021)

Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment. - Wenzhe Wang; Mengdan Zhang; Runnan Chen; Guanyu Cai; Penghao Zhou; Pai Peng; Xiaowei Guo; Jian Wu; Xing Sun 001 (IJCAI, 2021)

Discriminator-free Generative Adversarial Attack. - Shaohao Lu; Yuqiao Xian; Ke Yan; Yi Hu; Xing Sun 001; Xiaowei Guo; Feiyue Huang; Wei-Shi Zheng 001 (ACM Multimedia, 2021)

Image generation and constrained two-stage feature fusion for person re-identification. - Tao Zhang 025; Xing Sun 001; Xuan Li; Zhengming Yi (Appl. Intell., 2021)

Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search. - Chenyang Gao; Guanyu Cai; Xinyang Jiang; Feng Zheng; Jun Zhang 018; Yifei Gong; Pai Peng; Xiaowei Guo; Xing Sun 001 (CoRR, 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)

Part2Whole: Iteratively Enrich Detail for Cross-Modal Retrieval with Partial Query. - Guanyu Cai; Xinyang Jiang; Jun Zhang 018; Yifei Gong; Lianghua He; Pai Peng; Xiaowei Guo; 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)

Demystifying How Self-Supervised Features Improve Training from Noisy Labels. - Hao Cheng 005; Zhaowei Zhu; Xing Sun 001; Yang Liu 018 (CoRR, 2021)

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

Learning fused features with parallel training for person re-identification. - Xuan Li; Tao Zhang 025; Xin Zhao 006; Xing Sun 001; Zhengming Yi (Knowl. Based Syst., 2021)

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction. - Nan Meng; Hayden K. H. So; Xing Sun 001; Edmund Y. Lam (IEEE Trans. Pattern Anal. Mach. Intell., 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)

DIFNet: Boosting Visual Information Flow for Image Captioning. - Mingrui Wu; Xuying Zhang; Xiaoshuai Sun; Yiyi Zhou; Chao Chen 026; Jiaxin Gu; Xing Sun 001; Rongrong Ji (CVPR, 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)

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)

PAC-Net: Highlight Your Video via History Preference Modeling. - Hang Wang; Penghao Zhou; Chong Zhou; Zhao Zhang 018; Xing Sun 001 (ECCV (34), 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)

Conditional Feature Learning Based Transformer for Text-Based Person Search. - Chenyang Gao; Guanyu Cai; Xinyang Jiang; Feng Zheng; Jun Zhang 018; Yifei Gong; Fangzhou Lin; Xing Sun 001; Xiang Bai (IEEE Trans. Image Process., 2022)

Conditional Feature Embedding by Visual Clue Correspondence Graph for Person Re-Identification. - Fufu Yu; Xinyang Jiang; Yifei Gong; Wei-Shi Zheng 001; Feng Zheng; Xing Sun 001 (IEEE Trans. Image Process., 2022)

Span-level Aspect-based Sentiment Analysis via Table Filling. - Mao Zhang 002; Yongxin Zhu 003; Zhen Liu; Zhimin Bao; Yunfei Wu; Xing Sun 001; Linli Xu (ACL (1), 2023)

D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation. - Hanjun Li 002; Xiujun Shu; Sunan He; Ruizhi Qiao; Wei Wen; Taian Guo; Bei Gan; Xing Sun 001 (ICCV, 2023)

Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration. - Haoyu Cao 001; Changcun Bao; Chaohu Liu; Huang Chen; Kun Yin; Hao Liu 003; Yinsong Liu; Deqiang Jiang; Xing Sun 001 (ICCV, 2023)

Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval. - Yunquan Zhu; Xinkai Gao; Bo Ke; Ruizhi Qiao; Xing Sun 001 (ICCV, 2023)

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. - Wenwen Yu; Chengquan Zhang; Haoyu Cao 001; Wei Hua 005; Bohan Li; Huang Chen; Mingyu Liu; Mingrui Chen; Jianfeng Kuang; Mengjun Cheng; Yuning Du; Shikun Feng; et al. (ICDAR (2), 2023)

Mitigating Memorization of Noisy Labels via Regularization between Representations. - Hao Cheng 012; Zhaowei Zhu; Xing Sun 001; Yang Liu 018 (ICLR, 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)

Graph-Based Self-Learning for Robust Person Re-identification. - Yuqiao Xian; Jinrui Yang; Fufu Yu; Jun Zhang 018; Xing Sun 001 (WACV, 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)

Looking and Listening: Audio Guided Text Recognition. - Wenwen Yu; Mingyu Liu; Biao Yang; Enming Zhang; Deqiang Jiang; Xing Sun 001; Yuliang Liu; Xiang Bai (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)

MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation. - Junru Lu; Siyu An; Mingbao Lin; Gabriele Pergola; Yulan He 001; Di Yin; Xing Sun 001; Yunsheng Wu (CoRR, 2023)

Unified and Dynamic Graph for Temporal Character Grouping in Long Videos. - Xiujun Shu; Wei Wen; Liangsheng Xu; Mingbao Lin; Ruizhi Qiao; Taian Guo; Hanjun Li 002; Bei Gan; Xiao Wang; Xing Sun 001 (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)

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)

Co-Salient Object Detection With Co-Representation Purification. - Ziyue Zhu; Zhao Zhang 018; Zheng Lin 005; Xing Sun 001; Ming-Ming Cheng (IEEE Trans. Pattern Anal. Mach. Intell., 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)

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)

Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation. - Hao Liu 003; Xin Li 118; Mingming Gong; Bing Liu; Yunfei Wu; Deqiang Jiang; Yinsong Liu; Xing Sun 001 (AAAI, 2024)

Visual Hallucination Elevates Speech Recognition. - Fang Zhang; Yongxin Zhu 003; Xiangxiang Wang; Huang Chen; Xing Sun 001; Linli Xu (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)

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)

Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models. - Xin Li 118; Yunfei Wu; Xinghua Jiang; Zhihao Guo; Mingming Gong; Haoyu Cao 001; Yinsong Liu; Deqiang Jiang; Xing Sun 001 (CVPR, 2024)

HRVDA: High-Resolution Visual Document Assistant. - Chaohu Liu; Kun Yin; Haoyu Cao 001; Xinghua Jiang; Xin Li; Yinsong Liu; Deqiang Jiang; Xing Sun 001; Linli Xu (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)

Multimodal Label Relevance Ranking via Reinforcement Learning. - Taian Guo; Taolin Zhang 003; Haoqian Wu; Hanjun Li 002; Ruizhi Qiao; Xing Sun 001 (ECCV (66), 2024)

Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence. - Junru Lu; Jiazheng Li 002; Siyu An; Meng Zhao; Yulan He 001; Di Yin; Xing Sun 001 (EMNLP, 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)

FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. - Junru Lu; Siyu An; Min Zhang 005; Yulan He 001; Di Yin; Xing Sun 001 (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)

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)

FinVerse: An Autonomous Agent System for Versatile Financial Analysis. - Siyu An; Qin Li; Junru Lu; Di Yin; Xing Sun 001 (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)

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)

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)

CJEval: A Benchmark for Assessing Large Language Models Using Chinese Junior High School Exam Data. - Qian-Wen Zhang; Haochen Wang; Fang Li; Siyu An; Lingfeng Qiao; Liangcai Gao; Di Yin; Xing Sun 001 (CoRR, 2024)

Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. - Wenhao Liu; Siyu An; Junru Lu; Muling Wu; Tianlong Li; Xiaohua Wang; Xiaoqing Zheng; Di Yin; Xing Sun 001; Xuanjing Huang 001 (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)

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs. - Chaoyou Fu; Yifan Zhang 004; Shukang Yin; Bo Li 080; Xinyu Fang; Sirui Zhao; Haodong Duan; Xing Sun 001; Ziwei Liu 002; Liang Wang 001; Caifeng Shan; Ran He 001 (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)

Multi-dataset Detection with Transformers. - Bo Ke; Ruizhi Qiao; Xing Sun 001 (Int. J. Comput. Vis., 2024)

Turning a CLIP Model Into a Scene Text Spotter. - Wenwen Yu; Yuliang Liu; Xingkui Zhu; Haoyu Cao 001; Xing Sun 001; Xiang Bai (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

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

Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. - Wenhao Liu; Siyu An; Junru Lu; Muling Wu; Tianlong Li; Xiaohua Wang; Changze Lv; Xiaoqing Zheng; Di Yin; Xing Sun 001; Xuanjing Huang 001 (ACL (Findings), 2025)

RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following. - Junru Lu; Jiazheng Li 002; Guodong Shen; Lin Gui 003; Siyu An; Yulan He 001; Di Yin; Xing Sun 001 (ACL (Findings), 2025)

FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. - Junru Lu; Siyu An; Min Zhang 005; Yulan He 002; Di Yin; Xing Sun 001 (COLING, 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)

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)

RocketEval: Efficient automated LLM evaluation via grading checklist. - Tianjun Wei; Wei Wen; Ruizhi Qiao; Xing Sun 001; Jianghong Ma (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)

Distilling consistent relations for multi-source domain adaptive person re-identification. - Yuqiao Xian; Yi-Xing Peng; Xing Sun 001; Wei-Shi Zheng 001 (Pattern Recognit., 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)

TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs. - Zhehan Kan; Yanlin Liu; Kun Yin; Xinghua Jiang; Xin Li 106; Haoyu Cao 001; Yinsong Liu; Deqiang Jiang; Xing Sun 001; Qingmin Liao; Wenming Yang (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)

DREAM: Document Reconstruction via End-to-end Autoregressive Model. - Xin Li 118; Mingming Gong; Yunfei Wu; Jianxin Dai; Antai Guo; Xinghua Jiang; Haoyu Cao 001; Yinsong Liu; Deqiang Jiang; 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)

ASPD: Unlocking Adaptive Serial-Parallel Decoding by Exploring Intrinsic Parallelism in LLMs. - Keyu Chen; Zhifeng Shen; Daohai Yu; Haoqian Wu; Wei Wen; Jianfeng He; Ruizhi Qiao; Xing Sun 001 (CoRR, 2025)