Semi-Autoregressive Neural Machine Translation. - Chunqi Wang; Ji Zhang 011; Haiqing Chen (EMNLP, 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)

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. - Ruize Wang; Zhongyu Wei; Piji Li; Haijun Shan; Ji Zhang 011; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2019)

Query-to-Session Matching: Do NOT Forget History and Future during Response Selection for Multi-Turn Dialogue Systems. - Zhenxin Fu; Shaobo Cui 001; Feng Ji; Ji Zhang 011; Haiqing Chen; Dongyan Zhao 001; Rui Yan 001 (CIKM, 2020)

AliMeKG: Domain Knowledge Graph Construction and Application in E-commerce. - Feng-Lin Li; Hehong Chen; Guohai Xu; Tian Qiu; Feng Ji; Ji Zhang 011; Haiqing Chen (CIKM, 2020)

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. - Ruize Wang; Zhongyu Wei; Ying Cheng 005; Piji Li; Haijun Shan; Ji Zhang 011; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2020)

AliMe KG: Domain Knowledge Graph Construction and Application in E-commerce. - Feng-Lin Li; Hehong Chen; Guohai Xu; Tian Qiu; Feng Ji; Ji Zhang 011; Haiqing Chen (CoRR, 2020)

KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference. - Qianglong Chen; Feng Ji; Xiangji Zeng; Feng-Lin Li; Ji Zhang 011; Haiqing Chen; Yin Zhang 006 (ACL/IJCNLP (1), 2021)

GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation. - Xuming Lin; Shaobo Cui 001; Zhongzhou Zhao; Wei Zhou; Ji Zhang 011; Haiqing Chen (CIKM, 2021)

K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering. - Fu Sun; Feng-Lin Li; Ruize Wang; Qianglong Chen; Xingyi Cheng; Ji Zhang 011 (CIKM, 2021)

AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce. - Guohai Xu; Hehong Chen; Feng-Lin Li; Fu Sun; Yunzhou Shi; Zhixiong Zeng; Wei Zhou; Zhongzhou Zhao; Ji Zhang 011 (CIKM, 2021)

Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision. - Mieradilijiang Maimaiti; Yang Liu 005; Yuanhang Zheng; Gang Chen 039; Kaiyu Huang; Ji Zhang 011; Huanbo Luan; Maosong Sun 001 (EMNLP (1), 2021)

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. - Yangyang Guo; Liqiang Nie; Zhiyong Cheng 001; Feng Ji; Ji Zhang 011; Alberto Del Bimbo (IJCAI, 2021)

ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration. - Yuhao Cui; Zhou Yu 001; Chunqi Wang; Zhongzhou Zhao; Ji Zhang 011; Meng Wang 001; Jun Yu 002 (ACM Multimedia, 2021)

AliMe Avatar: Multi-modal Content Production and Presentation for Live-streaming E-commerce. - Feng-Lin Li; Zhongzhou Zhao; Qin Lu 001; Xuming Lin; Hehong Chen; Bo Chen; Liming Pu; Jiashuo Zhang; Fu Sun; Xikai Liu; Liqun Xie; Qi Huang; et al. (SIGIR, 2021)

AliMe DA: A Data Augmentation Framework for Question Answering in Cold-start Scenarios. - Guohai Xu; Yan Shao; Chenliang Li; Feng-Lin Li; Bin Bi; Ji Zhang 011; Haiqing Chen (SIGIR, 2021)

OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach. - Shaobo Cui 001; Xintong Bao; Xinxing Zu; Yangyang Guo; Zhongzhou Zhao; Ji Zhang 011; Haiqing Chen (CoRR, 2021)

SPMoE: Generate Multiple Pattern-Aware Outputs with Sparse Pattern Mixture of Experts. - Shaobo Cui 001; Xintong Bao; Xuming Lin; Zhongzhou Zhao; Ji Zhang 011; Wei Zhou; Haiqing Chen (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)

Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce. - Bo Chen; Jiayi Liu 004; Mieradilijiang Maimaiti; Xing Gao; Ji Zhang 011 (CIKM, 2022)

Continual Few-shot Intent Detection. - Guodun Li; Yuchen Zhai; Qianglong Chen; Xing Gao; Ji Zhang 011; Yin Zhang 006 (COLING, 2022)

Incorporating Casual Analysis into Diversified and Logical Response Generation. - Jiayi Liu 004; Wei Wei 002; Zhixuan Chu; Xing Gao; Ji Zhang 011; Tan Yan; Yulin Kang (COLING, 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)

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)

Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation. - Yi Huang 037; Xiaoshan Yang; Ji Zhang 011; 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)

MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification. - Jianhai Zhang; Mieradilijiang Maimaiti; Gao Xing; Yuanhang Zheng; Ji Zhang 011 (NAACL-HLT, 2022)

Multi-label Masked Language Modeling on Zero-shot Code-switched Sentiment Analysis. - Zhi Li; Xing Gao; Ji Zhang 011; Yin Zhang 006 (SIGIR, 2022)

Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval. - Wenshen Xu; Mieradilijiang Maimaiti; Yuanhang Zheng; Xin Tang; Ji Zhang 011 (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)

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. - Ang Lv; Jinpeng Li 003; Yuhan Chen 001; Gao Xing; Ji Zhang 011; Rui Yan 001 (ACL (1), 2023)

Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. - Houquan Zhou 001; Yumeng Liu; Zhenghua Li; Min Zhang 005; Bo Zhang 071; Chen Li 001; Ji Zhang 011; Fei Huang 002 (EMNLP (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)

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)

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)

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)

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)

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)

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)

CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment. - Jixiang Hong; Quan Tu; Changyu Chen; Gao Xing; Ji Zhang 011; Rui Yan 001 (ACL (Findings), 2024)

Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction. - Yumeng Liu; Zhenghua Li; Haochen Jiang; Bo Zhang 071; Chen Li 001; Ji Zhang 011 (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)

IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training. - Yuhan Liu; Xiuying Chen; Gao Xing; Ji Zhang 011; Rui Yan 001 (LREC/COLING, 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)

A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. - Houquan Zhou 001; Zhenghua Li; Bo Zhang 071; Chen Li 001; Shaopeng Lai; Ji Zhang 011; Fei Huang 002; Min Zhang 005 (EMNLP, 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)

From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News. - Yuhan Liu; Xiuying Chen; Xiaoqing Zhang; Xing Gao; Ji Zhang 011; Rui Yan 001 (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)

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)

Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport. - Yuhan Liu; Zelin Cao; Xing Gao; Ji Zhang 011; Rui Yan 001 (WWW, 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)

Improving Cross-lingual Representation for Semantic Retrieval with Code-switching. - Mieradilijiang Maimaiti; Yuanhang Zheng; Ji Zhang 011; Fei Huang 002; Yue Zhang 004; Wenpei Luo; Kaiyu Huang (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)

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)

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)

DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check. - Ziheng Qiao; Houquan Zhou 001; Yumeng Liu; Zhenghua Li; Min Zhang 005; Bo Zhang 071; Chen Li 001; Ji Zhang 011; Fei Huang 002 (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)

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)

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)