User-Oriented Social Analysis across Social Media Sites. - Ming Yan 008; Zhengyu Deng; Jitao Sang; Changsheng Xu (ICIAP Workshops, 2013)

Friend transfer: Cold-start friend recommendation with cross-platform transfer learning of social knowledge. - Ming Yan 008; Jitao Sang; Tao Mei 001; Changsheng Xu (ICME, 2013)

Mining Cross-network Association for YouTube Video Promotion. - Ming Yan 008; Jitao Sang; Changsheng Xu (ACM Multimedia, 2014)

Twitter is Faster: Personalized Time-Aware Video Recommendation from Twitter to YouTube. - Zhengyu Deng; Ming Yan 008; Jitao Sang; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2014)

Unified YouTube Video Recommendation via Cross-network Collaboration. - Ming Yan 008; Jitao Sang; Changsheng Xu (ICMR, 2015)

YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style. - Ming Yan 008; Jitao Sang; Changsheng Xu; M. Shamim Hossain (IEEE Trans. Multim., 2015)

基于关联规则挖掘的跨网络知识关联及协同应用 (Association Rules Mining Based Cross-network Knowledge Association and Collaborative Applications). - Xiaowen Huang 001; Ming Yan 008; Jitao Sang; Changsheng Xu (计算机科学, 2016)

A Unified Video Recommendation by Cross-Network User Modeling. - Ming Yan 008; Jitao Sang; Changsheng Xu; M. Shamim Hossain (ACM Trans. Multim. Comput. Commun. Appl., 2016)

Session-aware Information Embedding for E-commerce Product Recommendation. - Chen Wu 006; Ming Yan 008 (CIKM, 2017)

Session-aware Information Embedding for E-commerce Product Recommendation. - Chen Wu 006; Ming Yan 008; Luo Si (CoRR, 2017)

Ensemble Methods for Personalized E-Commerce Search Challenge at CIKM Cup 2016. - Chen Wu 006; Ming Yan 008; Luo Si (CoRR, 2017)

Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering. - Wei Wang 225; Chen Wu 006; Ming Yan 008 (ACL (1), 2018)

Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation. - Jitao Sang; Ming Yan 008; Changsheng Xu (IEEE Trans. Multim., 2018)

A Deep Cascade Model for Multi-Document Reading Comprehension. - Ming Yan 008; Jiangnan Xia; Chen Wu 006; Bin Bi; Zhongzhou Zhao; Ji Zhang 011; Luo Si; Rui Wang 005; Wei Wang 225; Haiqing Chen (AAAI, 2019)

Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning. - Jiangnan Xia; Chen Wu 006; Ming Yan 008 (CIKM, 2019)

Incorporating External Knowledge into Machine Reading for Generative Question Answering. - Bin Bi; Chen Wu 006; Ming Yan 008; Wei Wang 225; Jiangnan Xia; Chenliang Li (EMNLP/IJCNLP (1), 2019)

IDST at TREC 2019 Deep Learning Track: Deep Cascade Ranking with Generation-based Document Expansion and Pre-trained Language Modeling. - Ming Yan 008; Chenliang Li; Chen Wu 006; Bin Bi; Wei Wang 225; Jiangnan Xia; Luo Si (TREC, 2019)

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. - Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Zuyi Bao; Liwei Peng; Luo Si (CoRR, 2019)

Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. - Xingyi Cheng; Weidi Xu; Kunlong Chen; Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Luo Si; Wei Chu; Taifeng Wang (CoRR, 2019)

Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks. - Bin Bi; Chen Wu 006; Ming Yan 008; Wei Wang 225; Jiangnan Xia; Chenliang Li (AAAI, 2020)

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. - Bin Bi; Chenliang Li; Chen Wu 006; Ming Yan 008; Wei Wang 225; Songfang Huang; Fei Huang 002; Luo Si (EMNLP (1), 2020)

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. - Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Jiangnan Xia; Zuyi Bao; Liwei Peng; Luo Si (ICLR, 2020)

Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. - Qiao Jin 001; Chuanqi Tan; Mosha Chen; Ming Yan 008; Songfang Huang; Ningyu Zhang 001; Xiaozhong Liu (TREC, 2020)

A Unified Pretraining Framework for Passage Ranking and Expansion. - Ming Yan 008; Chenliang Li; Bin Bi; Wei Wang 225; Songfang Huang (AAAI, 2021)

StructuralLM: Structural Pre-training for Form Understanding. - Chenliang Li; Bin Bi; Ming Yan 008; Wei Wang 225; Songfang Huang; Fei Huang 002; Luo Si (ACL/IJCNLP (1), 2021)

Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction. - Chenliang Li; Bin Bi; Ming Yan 008; Wei Wang 225; Songfang Huang (ACL/IJCNLP (2), 2021)

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. - Haiyang Xu 001; Ming Yan 008; Chenliang Li; Bin Bi; Songfang Huang; Wenming Xiao; Fei Huang 002 (ACL/IJCNLP (1), 2021)

MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion. - Junfeng Tian; Min Gui; Chenliang Li; Ming Yan 008; Wenming Xiao (SemEval@ACL/IJCNLP, 2021)

SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels. - Chenliang Li; Ming Yan 008; Haiyang Xu 001; Fuli Luo; Wei Wang 225; Bin Bi; Songfang Huang (CoRR, 2021)

Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Bin Bi; Junfeng Tian; Min Gui; Wei Wang 225 (CoRR, 2021)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Weihua Chen; Xianzhe Xu; Fan Wang 019; Zheng Cao 003; Zhicheng Zhang; Qiyu Zhang; et al. (CoRR, 2021)

WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types. - Xuwu Wang; Junfeng Tian; Min Gui; Zhixu Li; Rui Wang 005; Ming Yan 008; Lihan Chen; Yanghua Xiao (ACL (1), 2022)

Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding. - Jiabo Ye; Junfeng Tian; Ming Yan 008; Xiaoshan Yang; Xuwu Wang; Ji Zhang 011; Liang He 001; Xin Lin 001 (CVPR, 2022)

PromptMNER: Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition. - Xuwu Wang; Junfeng Tian; Min Gui; Zhixu Li; Jiabo Ye; Ming Yan 008; Yanghua Xiao (DASFAA (3), 2022)

TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. - Chaoya Jiang; Haiyang Xu 001; Chenliang Li; Ming Yan 008; Wei Ye 004; Shikun Zhang; Bin Bi; Songfang Huang (EMNLP, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; He Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (EMNLP, 2022)

CAT-MNER: Multimodal Named Entity Recognition with Knowledge-Refined Cross-Modal Attention. - Xuwu Wang; Jiabo Ye; Zhixu Li; Junfeng Tian; Yong Jiang 001; Ming Yan 008; Ji Zhang 011; Yanghua Xiao (ICME, 2022)

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning. - Qianglong Chen; Feng-Lin Li; Guohai Xu; Ming Yan 008; Ji Zhang 011; Yin Zhang 006 (IJCAI, 2022)

Attribute-guided Dynamic Routing Graph Network for Transductive Few-shot Learning. - Chaofan Chen; Xiaoshan Yang; Ming Yan 008; Changsheng Xu (ACM Multimedia, 2022)

X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval. - Yiwei Ma; Guohai Xu; Xiaoshuai Sun; Ming Yan 008; Ji Zhang 011; Rongrong Ji (ACM Multimedia, 2022)

Comprehensive Relationship Reasoning for Composed Query Based Image Retrieval. - Feifei Zhang; Ming Yan 008; Ji Zhang 011; Changsheng Xu (ACM Multimedia, 2022)

Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus. - Chen Wu 006; Ming Yan 008 (CoRR, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; Hehong Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (CoRR, 2022)

Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment. - Junyang Wang 001; Yi Zhang 101; Ming Yan 008; Ji Zhang 011; Jitao Sang (CoRR, 2022)

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering. - Qianglong Chen; Guohai Xu; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Luo Si; Yin Zhang 006 (ACL (Findings), 2023)

MCC-KD: Multi-CoT Consistent Knowledge Distillation. - Hongzhan Chen; Siyue Wu; Xiaojun Quan; Rui Wang 005; Ming Yan 008; Ji Zhang 011 (EMNLP (Findings), 2023)

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. - Chenliang Li; He Chen; Ming Yan 008; Weizhou Shen; Haiyang Xu 001; Zhikai Wu; Zhicheng Zhang; Wenmeng Zhou; Yingda Chen; Chen Cheng; Hongzhu Shi; Ji Zhang 011; et al. (EMNLP (Demos), 2023)

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Guohai Xu; Chenliang Li; Junfeng Tian; Qi Qian 001; Ji Zhang 011; Qin Jin; Liang He 001; et al. (EMNLP (Findings), 2023)

BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Songfang Huang (ICCV, 2023)

Improved Visual Fine-tuning with Natural Language Supervision. - Junyang Wang 001; Yuanhong Xu; Juhua Hu; Ming Yan 008; Jitao Sang; Qi Qian 001 (ICCV, 2023)

Learning Trajectory-Word Alignments for Video-Language Tasks. - Xu Yang 021; Zhangzikang Li; Haiyang Xu 001; Hanwang Zhang; Qinghao Ye; Chenliang Li; Ming Yan 008; Yu Zhang 004; Fei Huang 002; Songfang Huang (ICCV, 2023)

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training. - Qinghao Ye; Guohai Xu; Ming Yan 008; Haiyang Xu 001; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (ICCV, 2023)

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. - Shumin Deng; Chengming Wang; Zhoubo Li; Ningyu Zhang 001; Zelin Dai; Hehong Chen; Feiyu Xiong; Ming Yan 008; Qiang Chen; Mosha Chen; Jiaoyan Chen 001; Jeff Z. Pan; et al. (ICDE, 2023)

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. - Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yaya Shi; Jiabo Ye; Yuanhong Xu; Chenliang Li; Bin Bi; Qi Qian 001; Wei Wang 225; Guohai Xu; Ji Zhang 011; et al. (ICML, 2023)

From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping. - Junyang Wang 001; Ming Yan 008; Yi Zhang 101; Jitao Sang (IJCAI, 2023)

COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text Alignment. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Ji Zhang 011 (ACM Multimedia, 2023)

Learning Semantics-Grounded Vocabulary Representation for Video-Text Retrieval. - Yaya Shi; Haowei Liu; Haiyang Xu 001; Zongyang Ma; Qinghao Ye; Anwen Hu; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Chunfeng Yuan; Bing Li 001; Weiming Hu; et al. (ACM Multimedia, 2023)

mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM. - Qinghao Ye; Haiyang Xu 001; Ming Yan 008; Chenlin Zhao; Junyang Wang 001; Xiaoshan Yang; Ji Zhang 011; Fei Huang 002; Jitao Sang; Changsheng Xu (ACM Multimedia, 2023)

ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human. - Junfeng Tian; Hehong Chen; Guohai Xu; Ming Yan 008; Xing Gao; Jianhai Zhang; Chenliang Li; Jiayi Liu 004; Wenshen Xu; Haiyang Xu 001; Qi Qian 001; Wei Wang 225; et al. (CoRR, 2023)

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. - Qinghao Ye; Haiyang Xu 001; Guohai Xu; Jiabo Ye; Ming Yan 008; Yiyang Zhou; Junyang Wang 001; Anwen Hu; Pengcheng Shi; Yaya Shi; Chenliang Li; Yuanhong Xu; et al. (CoRR, 2023)

Transforming Visual Scene Graphs to Image Captions. - Xu Yang 021; Jiawei Peng; Zihua Wang; Haiyang Xu 001; Qinghao Ye; Chenliang Li; Ming Yan 008; Fei Huang 002; Zhangzikang Li; Yu Zhang 004 (CoRR, 2023)

Vision Langauge Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Ming Yan 008; Shikun Zhang; Jie Zhang; Fei Huang 002 (CoRR, 2023)

AMTSS: An Adaptive Multi-Teacher Single-Student Knowledge Distillation Framework For Multilingual Language Inference. - Qianglong Chen; Feng Ji; Feng-Lin Li; Guohai Xu; Ming Yan 008; Ji Zhang 011; Yin Zhang 006 (CoRR, 2023)

CLIP-VG: Self-paced Curriculum Adapting of CLIP via Exploiting Pseudo-Language Labels for Visual Grounding. - Linhui Xiao; Xiaoshan Yang; Fang Peng; Ming Yan 008; Yaowei Wang 001; Changsheng Xu (CoRR, 2023)

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks. - Haiyang Xu 001; Qinghao Ye; Xuan Wu; Ming Yan 008; Yuan Miao; Jiabo Ye; Guohai Xu; Anwen Hu; Yaya Shi; Guangwei Xu; Chenliang Li; Qi Qian 001; et al. (CoRR, 2023)

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yuhao Dan; Chenlin Zhao; Guohai Xu; Chenliang Li; Junfeng Tian; Qian Qi 001; Ji Zhang 011; et al. (CoRR, 2023)

CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility. - Guohai Xu; Jiayi Liu 004; Ming Yan 008; Haotian Xu; Jinghui Si; Zhuoran Zhou; Peng Yi; Xing Gao; Jitao Sang; Rong Zhang; Ji Zhang 011; Chao Peng; et al. (CoRR, 2023)

Evaluation and Analysis of Hallucination in Large Vision-Language Models. - Junyang Wang 001; Yiyang Zhou; Guohai Xu; Pengcheng Shi; Chenlin Zhao; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Jihua Zhu; Jitao Sang; Haoyu Tang (CoRR, 2023)

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. - Chenliang Li; Hehong Chen; Ming Yan 008; Weizhou Shen; Haiyang Xu 001; Zhikai Wu; Zhicheng Zhang; Wenmeng Zhou; Yingda Chen; Chen Cheng; Hongzhu Shi; Ji Zhang 011; et al. (CoRR, 2023)

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2023)

An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation. - Junyang Wang 001; Yuhang Wang; Guohai Xu; Jing Zhang; Yukai Gu; Haitao Jia; Ming Yan 008; Ji Zhang 011; Jitao Sang (CoRR, 2023)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Xianzhe Xu; Ji Zhang 011; Songfang Huang; Fei Huang 002; Luo Si; Rong Jin 001 (ACM Trans. Inf. Syst., 2023)

Multi-modal multi-hop interaction network for dialogue response generation. - Jie Zhou 015; Junfeng Tian; Rui Wang 005; Yuanbin Wu; Ming Yan 008; Liang He 001; Xuanjing Huang 001 (Expert Syst. Appl., 2023)

Attribute-Guided Collaborative Learning for Partial Person Re-Identification. - Haoyu Zhang; Meng Liu 006; Yuhong Li; Ming Yan 008; Zan Gao; Xiaojun Chang; Liqiang Nie (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Shikun Zhang (AAAI, 2024)

Model Composition for Multimodal Large Language Models. - Chi Chen 005; Yiyang Du; Zheng Fang; Ziyue Wang 002; Fuwen Luo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

SocialBench: Sociality Evaluation of Role-Playing Conversational Agents. - Hongzhan Chen; Hehong Chen; Ming Yan 008; Wenshen Xu; Gao Xing; Weizhou Shen; Xiaojun Quan; Chenliang Li; Ji Zhang 011; Fei Huang 002 (ACL (Findings), 2024)

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs. - An Liu; Zonghan Yang; Zhenhe Zhang; Qingyuan Hu; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (ACL (Findings), 2024)

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion. - Ziyue Wang 002; Chi Chen 005; Yiqi Zhu; Fuwen Luo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

Budget-Constrained Tool Learning with Planning. - Yuanhang Zheng; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (ACL (Findings), 2024)

SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals. - Vadim Grigorev; Jiayu Li 001; Weizhi Ma; Zhiyu He; Min Zhang 006; Yiqun Liu 001; Ming Yan 008; Ji Zhang 011 (CHIIR, 2024)

Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training. - Haowei Liu; Yaya Shi; Haiyang Xu 001; Chunfeng Yuan; Qinghao Ye; Chenliang Li; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Bing Li 001; Weiming Hu (LREC/COLING, 2024)

Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval. - Haowei Liu; Yaya Shi; Haiyang Xu 001; Chunfeng Yuan; Qinghao Ye; Chenliang Li; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Bing Li 001; Weiming Hu (LREC/COLING, 2024)

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model. - Chaoya Jiang; Haiyang Xu 001; Mengfan Dong; Jiaxing Chen; Wei Ye 004; Ming Yan 008; Qinghao Ye; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CVPR, 2024)

mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (CVPR, 2024)

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. - Anwen Hu; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Liang Zhang; Bo Zhang 071; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (EMNLP (Findings), 2024)

MIBench: Evaluating Multimodal Large Language Models over Multiple Images. - Haowei Liu; Xi Zhang; Haiyang Xu 001; Yaya Shi; Chaoya Jiang; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Chunfeng Yuan; Bing Li 001; Weiming Hu (EMNLP, 2024)

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. - Weizhou Shen; Chenliang Li; Hongzhan Chen; Ming Yan 008; Xiaojun Quan; Hehong Chen; Ji Zhang 011; Fei Huang 002 (EMNLP, 2024)

TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging. - Liang Zhang; Anwen Hu; Haiyang Xu 001; Ming Yan 008; Yichen Xu; Qin Jin; Ji Zhang 011; Fei Huang 002 (EMNLP, 2024)

Two-Stage Information Bottleneck For Temporal Language Grounding. - Haoyu Tang; Shuaike Zhang; Ming Yan 008; Ji Zhang 011; Mingzhu Xu; Yupeng Hu; Liqiang Nie (ICME, 2024)

VG-Annotator: Vision-Language Models as Query Annotators for Unsupervised Visual Grounding. - Jiabo Ye; Junfeng Tian; Xiaoshan Yang; Zhenru Zhang; Anwen Hu; Ming Yan 008; Ji Zhang 011; Liang He 001; Xin Lin 001 (ICME, 2024)

Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation. - Jinqian Chen; Haoyu Tang; Junhao Cheng; Ming Yan 008; Ji Zhang 011; Mingzhu Xu; Yupeng Hu; Liqiang Nie (IJCAI, 2024)

DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation. - Baihan Li; Zeyu Xie; Xuenan Xu; Yiwei Guo; Ming Yan 008; Ji Zhang 011; Kai Yu 004; Mengyue Wu (INTERSPEECH, 2024)

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models. - Xuenan Xu; Pingyue Zhang; Ming Yan 008; Ji Zhang 011; Mengyue Wu (INTERSPEECH, 2024)

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model. - Anwen Hu; Yaya Shi; Haiyang Xu 001; Jiabo Ye; Qinghao Ye; Ming Yan 008; Chenliang Li; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (ACM Multimedia, 2024)

Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models. - Chaoya Jiang; Hongrui Jia; Mengfan Dong; Wei Ye 004; Haiyang Xu 001; Ming Yan 008; Ji Zhang 011; Shikun Zhang (ACM Multimedia, 2024)

Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels. - Han Jiang; Haoyu Tang; Ming Yan 008; Ji Zhang 011; Mingzhu Xu; Yupeng Hu; Jihua Zhu; Liqiang Nie (ACM Multimedia, 2024)

Part-Aware Prompt Tuning for Weakly Supervised Referring Expression Grounding. - Chenlin Zhao; Jiabo Ye; Yaguang Song; Ming Yan 008; Xiaoshan Yang; Changsheng Xu (MMM (3), 2024)

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. - Junyang Wang 001; Haiyang Xu 001; Haitao Jia; Xi Zhang; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (NeurIPS, 2024)

MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model. - Chaoya Jiang; Hongrui Jia; Haiyang Xu 001; Wei Ye 004; Mengfan Dong; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Shikun Zhang (NeurIPS, 2024)

Modeling Comparative Logical Relation with Contrastive Learning for Text Generation. - Yuhao Dan; Junfeng Tian; Jie Zhou 015; Ming Yan 008; Ji Zhang 011; Qin Chen 001; Liang He 001 (NLPCC (4), 2024)

Knowledge Distillation for Closed-Source Language Models. - Hongzhan Chen; Xiaojun Quan; Hehong Chen; Ming Yan 008; Ji Zhang 011 (CoRR, 2024)

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception. - Junyang Wang 001; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (CoRR, 2024)

Meta Ranking: Less Capable Language Models are Capable for Single Response Judgement. - Zijun Liu; Boqun Kou; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2024)

Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. - Wei Ye 004; Chaoya Jiang; Haiyang Xu 001; Chenhao Ye; Chenliang Li; Ming Yan 008; Shikun Zhang; Songhang Huang; Fei Huang 002 (CoRR, 2024)

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. - Anwen Hu; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Liang Zhang; Bo Zhang 071; Chen Li 001; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

RoleInteract: Evaluating the Social Interaction of Role-Playing Agents. - Hongzhan Chen; Hehong Chen; Ming Yan 008; Wenshen Xu; Xing Gao; Weizhou Shen; Xiaojun Quan; Chenliang Li; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy. - Zonghan Yang; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2024)

TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning. - Liang Zhang; Anwen Hu; Haiyang Xu 001; Ming Yan 008; Yichen Xu; Qin Jin; Ji Zhang 011; Fei Huang 002 (CoRR, 2024)

ProFuser: Progressive Fusion of Large Language Models. - Tianyuan Shi; Fanqi Wan; Canbin Huang; Xiaojun Quan; Chenliang Li; Ming Yan 008; Ji Zhang 011 (CoRR, 2024)

SimInversion: A Simple Framework for Inversion-Based Text-to-Image Editing. - Qi Qian 001; Haiyang Xu 001; Ming Yan 008; Juhua Hu (CoRR, 2024)

CLIP-VG: Self-Paced Curriculum Adapting of CLIP for Visual Grounding. - Linhui Xiao; Xiaoshan Yang; Fang Peng; Ming Yan 008; Yaowei Wang 001; Changsheng Xu (IEEE Trans. Multim., 2024)

UniQRNet: Unifying Referring Expression Grounding and Segmentation with QRNet. - Jiabo Ye; Junfeng Tian; Ming Yan 008; Haiyang Xu 001; Qinghao Ye; Yaya Shi; Xiaoshan Yang; Xuwu Wang; Ji Zhang 011; Liang He 001; Xin Lin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

A Training-free LLM-based Approach to General Chinese Character Error Correction. - Houquan Zhou 001; Bo Zhang 071; Zhenghua Li; Ming Yan 008; Min Zhang 005 (ACL (1), 2025)

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding. - Anwen Hu; Haiyang Xu 001; Liang Zhang; Jiabo Ye; Ming Yan 008; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (ACL (1), 2025)

Mutual-Taught for Co-adapting Policy and Reward Models. - Tianyuan Shi; Canbin Huang; Fanqi Wan; Longguang Zhong; Ziyi Yang; Weizhou Shen; Xiaojun Quan; Ming Yan 008 (ACL (1), 2025)

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization. - Yiyang Du; Xiaochen Wang 002; Chi Chen 005; Jiabo Ye; Yiru Wang; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Zhifang Sui; Maosong Sun 001; Yang Liu 005 (CVPR, 2025)

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization. - Hongrui Jia; Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Mengfan Dong; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CVPR, 2025)

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models. - Jiabo Ye; Haiyang Xu 001; Haowei Liu; Anwen Hu; Ming Yan 008; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (ICLR, 2025)

Endowing Visual Reprogramming with Adversarial Robustness. - Shengjie Zhou; Xin Cheng 007; Haiyang Xu 001; Ming Yan 008; Tao Xiang 001; Feng Liu 003; Lei Feng 006 (ICLR, 2025)

Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks. - Zhenhailong Wang; Haiyang Xu 001; Junyang Wang 001; Xi Zhang; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Heng Ji 001 (CoRR, 2025)

PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC. - Haowei Liu; Xi Zhang; Haiyang Xu 001; Yuyang Wanyan; Junyang Wang 001; Ming Yan 008; Ji Zhang 011; Chunfeng Yuan; Changsheng Xu; Weiming Hu; Fei Huang 002 (CoRR, 2025)

Enhancing Language Multi-Agent Learning with Multi-Agent Credit Re-Assignment for Interactive Environment Generalization. - Zhitao He 001; Zijun Liu; Peng Li 030; May Fung; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

Mobile-Agent-V: Learning Mobile Device Operation Through Video-Guided Multi-Agent Collaboration. - Junyang Wang 001; Haiyang Xu 001; Xi Zhang; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Jitao Sang (CoRR, 2025)

MM-StoryAgent: Immersive Narrated Storybook Video Generation with a Multi-Agent Paradigm across Text, Image and Audio. - Xuenan Xu; Jiahao Mei; Chenliang Li; Yuning Wu 001; Ming Yan 008; Shaopeng Lai; Ji Zhang 011; Mengyue Wu (CoRR, 2025)

WritingBench: A Comprehensive Benchmark for Generative Writing. - Yuning Wu 001; Jiahao Mei; Ming Yan 008; Chenliang Li; Shaopeng Lai; Yuran Ren; Zijia Wang; Ji Zhang 011; Mengyue Wu; Qin Jin; Fei Huang 002 (CoRR, 2025)

Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning. - Lang Feng 002; Weihao Tan; Zhiyi Lyu; Longtao Zheng; Haiyang Xu 001; Ming Yan 008; Fei Huang 002; Bo An 001 (CoRR, 2025)

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization. - Huashan Sun; Shengyi Liao; Yansen Han; Yu Bai; Yang Gao; Cheng Fu 003; Weizhou Shen; Fanqi Wan; Ming Yan 008; Ji Zhang 011; Fei Huang 002 (CoRR, 2025)

VLM-R3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought. - Chaoya Jiang; Yongrui Heng; Wei Ye 004; Han Yang; Haiyang Xu 001; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Shikun Zhang (CoRR, 2025)

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning. - Fanqi Wan; Weizhou Shen; Shengyi Liao; Yingcheng Shi; Chenliang Li; Ziyi Yang; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001; Ming Yan 008 (CoRR, 2025)

QwenLong-CPRS: Towards ∞-LLMs with Dynamic Context Optimization. - Weizhou Shen; Chenliang Li; Fanqi Wan; Shengyi Liao; Shaopeng Lai; Bo Zhang 071; Yingcheng Shi; Yuning Wu 001; Gang Fu; Zhansheng Li; Bin Yang; Ji Zhang 011; et al. (CoRR, 2025)

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding. - Fuwen Luo; Shengfeng Lou; Chi Chen 005; Ziyue Wang 002; Chenliang Li; Weizhou Shen; Jiyue Guo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration. - Zijun Liu; Zhennan Wan; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning. - Xuanyu Lei; Chenliang Li; Yuning Wu 001; Kaiming Liu; Weizhou Shen; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

WebSailor: Navigating Super-human Reasoning for Web Agent. - Kuan Li; Zhongwang Zhang; Huifeng Yin; Liwen Zhang; Litu Ou; Jialong Wu 007; Wenbiao Yin; Baixuan Li; Zhengwei Tao; Xinyu Wang 013; Weizhou Shen; Junkai Zhang; et al. (CoRR, 2025)

Perception-Aware Policy Optimization for Multimodal Reasoning. - Zhenhailong Wang; Xuehang Guo; Sofia Stoica; Haiyang Xu 001; Hongru Wang 011; Hyeonjeong Ha; Xiusi Chen; Yangyi Chen; Ming Yan 008; Fei Huang 002; Heng Ji 001 (CoRR, 2025)

L-CLIPScore: a Lightweight Embedding-based Captioning Metric for Evaluating and Training. - Li Li; Yingzhe Peng; Xu Yang 021; Ruoxi Cheng; Haiyang Xu 001; Ming Yan 008; Fei Huang 002 (CoRR, 2025)

Mobile-Agent-v3: Fundamental Agents for GUI Automation. - Jiabo Ye; Xi Zhang; Haiyang Xu 001; Haowei Liu; Junyang Wang 001; Zhaoqing Zhu; Ziwei Zheng; Feiyu Gao; Junjie Cao; Zhengxi Lu; Jitong Liao; Qi Zheng; et al. (CoRR, 2025)