Variational Structured Semantic Inference for Diverse Image Captioning. - Fuhai Chen; Rongrong Ji; Jiayi Ji; Xiaoshuai Sun; Baochang Zhang 001; Xuri Ge; Yongjian Wu 001; Feiyue Huang; Yan Wang 059 (NeurIPS, 2019)

Semantic-aware Image Deblurring. - Fuhai Chen; Rongrong Ji; Chengpeng Dai; Xiaoshuai Sun; Chia-Wen Lin; Jiayi Ji; Baochang Zhang 001; Feiyue Huang; Liujuan Cao (CoRR, 2019)

Attacking Image Captioning Towards Accuracy-Preserving Target Words Removal. - Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Rongrong Ji; Fuhai Chen; Jianzhuang Liu; Qi Tian 001 (ACM Multimedia, 2020)

Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network. - Jiayi Ji; Yunpeng Luo; Xiaoshuai Sun; Fuhai Chen; Gen Luo; Yongjian Wu 001; Yue Gao 002; Rongrong Ji (AAAI, 2021)

Dual-level Collaborative Transformer for Image Captioning. - Yunpeng Luo; Jiayi Ji; Xiaoshuai Sun; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Chia-Wen Lin; Rongrong Ji (AAAI, 2021)

RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words. - Xuying Zhang; Xiaoshuai Sun; Yunpeng Luo; Jiayi Ji; Yiyi Zhou; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (CVPR, 2021)

Multiscale leaf area index assimilation for Moso bamboo forest based on Sentinel-2 and MODIS data. - Jiayi Ji; Xuejian Li; Huaqiang Du; Fangjie Mao; Weiliang Fan; Yanxin Xu; Zihao Huang 002; Jingyi Wang; Fangfang Kang (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Remote Sensing Estimation of Bamboo Forest Aboveground Biomass Based on Geographically Weighted Regression. - Jingyi Wang; Huaqiang Du; Xuejian Li; Fangjie Mao; Meng Zhang; Enbin Liu; Jiayi Ji; Fangfang Kang (Remote. Sens., 2021)

Spatiotemporal Evolution of the Carbon Fluxes from Bamboo Forests and their Response to Climate Change Based on a BEPS Model in China. - Fangfang Kang; Xuejian Li; Huaqiang Du; Fangjie Mao; Guomo Zhou; Yanxin Xu; Zihao Huang 002; Jiayi Ji; Jingyi Wang (Remote. Sens., 2022)

Knowing What to Learn: A Metric-Oriented Focal Mechanism for Image Captioning. - Jiayi Ji; Yiwei Ma; Xiaoshuai Sun; Yiyi Zhou; Yongjian Wu 001; Rongrong Ji (IEEE Trans. Image Process., 2022)

CIMTx: An R Package for Causal Inference with Multiple Treatments using Observational Data. - Liangyuan Hu; Jiayi Ji (R J., 2022)

Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network. - Haowei Wang 001; Jiayi Ji; Yiyi Zhou; Yongjian Wu 001; Xiaoshuai Sun (AAAI, 2023)

X-Mesh: Towards Fast and Accurate Text-driven 3D Stylization via Dynamic Textual Guidance. - Yiwei Ma; Haowei Wang 001; Xiaoqing Zhang; Guannan Jiang; Xiaoshuai Sun; Weilin Zhuang; Jiayi Ji; Rongrong Ji (ICCV, 2023)

Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval. - Yiwei Ma; Xiaoshuai Sun; Jiayi Ji; Guannan Jiang; Weilin Zhuang; Rongrong Ji (ACM Multimedia, 2023)

Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation. - Haowei Wang 001; Jiji Tang; Jiayi Ji; Xiaoshuai Sun; Rongsheng Zhang; Yiwei Ma; Minda Zhao; Lincheng Li; Zeng Zhao; Tangjie Lv; Rongrong Ji (ACM Multimedia, 2023)

Semi-Supervised Panoptic Narrative Grounding. - Danni Yang; Jiayi Ji; Xiaoshuai Sun; Haowei Wang 001; Yinan Li; Yiwei Ma; Rongrong Ji (ACM Multimedia, 2023)

M3PS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization in E-commerce. - Tao Chen 015; Ze Lin; Hui Li; Jiayi Ji; Yiyi Zhou; Guanbin Li; Rongrong Ji (CoRR, 2023)

NICE: Improving Panoptic Narrative Detection and Segmentation with Cascading Collaborative Learning. - Haowei Wang 001; Jiayi Ji; Tianyu Guo 005; Yilong Yang 003; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

X-Dreamer: Creating High-quality 3D Content by Bridging the Domain Gap Between Text-to-2D and Text-to-3D Generation. - Yiwei Ma; Yijun Fan; Jiayi Ji; Haowei Wang 001; Xiaoshuai Sun; Guannan Jiang; Annan Shu; Rongrong Ji (CoRR, 2023)

Multi-Branch Distance-Sensitive Self-Attention Network for Image Captioning. - Jiayi Ji; Xiaoyang Huang; Xiaoshuai Sun; Yiyi Zhou; Gen Luo; Liujuan Cao; Jianzhuang Liu; Ling Shao 001; Rongrong Ji (IEEE Trans. Multim., 2023)

Knowing What it is: Semantic-Enhanced Dual Attention Transformer. - Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Multim., 2023)

Towards local visual modeling for image captioning. - Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2023)

Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation. - Tianyu Guo 005; Haowei Wang 001; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun (AAAI, 2024)

X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks. - Zhipeng Qian; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun (AAAI, 2024)

Toward Open-Set Human Object Interaction Detection. - Mingrui Wu; Yuqi Liu; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (AAAI, 2024)

3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation. - Changli Wu; Yiwei Ma; Qi Chen; Haowei Wang 001; Gen Luo; Jiayi Ji; Xiaoshuai Sun (AAAI, 2024)

MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization. - Tao Chen 015; Ze Lin; Hui Li; Jiayi Ji; Yiyi Zhou; Guanbin Li; Rongrong Ji (LREC/COLING, 2024)

Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation. - Sihan Liu; Yiwei Ma; Xiaoqing Zhang; Haowei Wang 001; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (CVPR, 2024)

APL: Anchor-Based Prompt Learning for One-Stage Weakly Supervised Referring Expression Comprehension. - Yaxin Luo; Jiayi Ji; Xiaofu Chen; Yuxin Zhang; Tianhe Ren; Gen Luo (ECCV (13), 2024)

Multi-branch Collaborative Learning Network for 3D Visual Grounding. - Zhipeng Qian; Yiwei Ma; Zhekai Lin; Jiayi Ji; Xiawu Zheng; Xiaoshuai Sun; Rongrong Ji (ECCV (46), 2024)

Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model. - Danni Yang; Ruohan Dong; Jiayi Ji; Yiwei Ma; Haowei Wang 001; Xiaoshuai Sun; Rongrong Ji (ECCV (53), 2024)

X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation. - Yiwei Ma; Zhekai Lin; Jiayi Ji; Yijun Fan; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models. - Mingrui Wu; Jiayi Ji; Oucheng Huang; Jiale Li; Yuhang Wu 004; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation. - Danni Yang; Jiayi Ji; Yiwei Ma; Tianyu Guo 005; Haowei Wang 001; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

3D-GRES: Generalized 3D Referring Expression Segmentation. - Changli Wu; Yihang Liu; Jiayi Ji; Yiwei Ma; Haowei Wang 001; Gen Luo; Henghui Ding; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2024)

I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing. - Yiwei Ma; Jiayi Ji; Ke Ye; Weihuang Lin; Zhibin Wang; Yonghan Zheng; Qiang Zhou; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation. - Changli Wu; Qi Chen; Jiayi Ji; Haowei Wang 001; Yiwei Ma; You Huang; Gen Luo; Hao Fei 001; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models. - Mingrui Wu; Xinyue Cai; Jiayi Ji; Jiale Li; Oucheng Huang; Gen Luo; Hao Fei 001; Guannan Jiang; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image. - Yu Zhao 043; Hao Fei 001; Xiangtai Li; Libo Qin 004; Jiayi Ji; Hongyuan Zhu 002; Meishan Zhang; Min Zhang 005; Jianguo Wei (NeurIPS, 2024)

MlyPredCSED: based on extreme point deviation compensated clustering combined with cross-scale convolutional neural networks to predict multiple lysine sites in human. - Yun Zuo 001; Xingze Fang; Jiankang Chen; Jiayi Ji; Yuwen Li; Zeyu Wu; Xiangrong Liu; Xiangxiang Zeng; Zhaohong Deng; Hongwei Yin; Anjing Zhao (Briefings Bioinform., 2024)

Evaluating and Analyzing Relationship Hallucinations in LVLMs. - Mingrui Wu; Jiayi Ji; Oucheng Huang; Jiale Li; Yuhang Wu 004; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

HRSAM: Efficiently Segment Anything in High-Resolution Images. - You Huang; Wenbin Lai; Jiayi Ji; Liujuan Cao; Shengchuan Zhang; Rongrong Ji (CoRR, 2024)

INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model. - Yiwei Ma; Zhibin Wang; Xiaoshuai Sun; Weihuang Lin; Qiang Zhou; Jiayi Ji; Rongrong Ji (CoRR, 2024)

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models. - Mingrui Wu; Xinyue Cai; Jiayi Ji; Jiale Li; Oucheng Huang; Gen Luo; Hao Fei 001; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

TraDiffusion: Trajectory-Based Training-Free Image Generation. - Mingrui Wu; Oucheng Huang; Jiayi Ji; Jiale Li; Xinyue Cai; Huafeng Kuang; Jianzhuang Liu; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension. - Yongdong Luo; Xiawu Zheng; Xiao Yang; Guilin Li; Haojia Lin; Jinfa Huang; Jiayi Ji; Fei Chao 001; Jiebo Luo 001; Rongrong Ji (CoRR, 2024)

Any-to-3D Generation via Hybrid Diffusion Supervision. - Yijun Fan; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding. - Yubin Gu; Yuan Meng; Xiaoshuai Sun; Jiayi Ji; Weijian Ruan; Rongrong Ji (CoRR, 2024)

IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation. - Qi Chen; Changli Wu; Jiayi Ji; Yiwei Ma; Danni Yang; Xiaoshuai Sun (AAAI, 2025)

Towards General Visual-Linguistic Face Forgery Detection. - Ke Sun 016; Shen Chen; Taiping Yao; Ziyin Zhou; Jiayi Ji; Xiaoshuai Sun; Chia-Wen Lin; Rongrong Ji (CVPR, 2025)

DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension. - Xiaofu Chen; Yaxin Luo; Gen Luo; Jiayi Ji; Henghui Ding; Yiyi Zhou (CVPR, 2025)

ACL: Activating Capability of Linear Attention for Image Restoration. - Yubin Gu; Yuan Meng; Jiayi Ji; Xiaoshuai Sun (CVPR, 2025)

γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models. - Yaxin Luo; Gen Luo; Jiayi Ji; Yiyi Zhou; Xiaoshuai Sun; Zhiqiang Shen; Rongrong Ji (ICLR, 2025)

Towards Semantic Equivalence of Tokenization in Multimodal LLM. - Shengqiong Wu; Hao Fei 001; Xiangtai Li; Jiayi Ji; Hanwang Zhang; Tat-Seng Chua; Shuicheng Yan (ICLR, 2025)

The Evolution of E-commerce Leadership: Traits, Innovation, and Performance Across Time. - Jiaguo Liu; Siping Liang; Jiayi Ji (WHICEB (2), 2025)

Optical remote sensing image salient object detection via bidirectional cross-attention and attention restoration. - Yubin Gu; Siting Chen; Xiaoshuai Sun; Jiayi Ji; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2025)

M3ixup: A multi-modal data augmentation approach for image captioning. - Yinan Li; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Yunpeng Luo; Rongrong Ji (Pattern Recognit., 2025)

ME-FAS: Multimodal Text Enhancement for Cross-Domain Face Anti-Spoofing. - Lvpan Cai; Haowei Wang 001; Jiayi Ji; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (IEEE Trans. Inf. Forensics Secur., 2025)

Towards General Visual-Linguistic Face Forgery Detection(V2). - Ke Sun 016; Shen Chen; Taiping Yao; Ziyin Zhou; Jiayi Ji; Xiaoshuai Sun; Chia-Wen Lin; Rongrong Ji (CoRR, 2025)

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension. - Yongdong Luo; Wang Chen; Xiawu Zheng; Weizhong Huang; Shukang Yin; Haojia Lin; Chaoyou Fu; Jinfa Huang; Jiayi Ji; Jiebo Luo 001; Rongrong Ji (CoRR, 2025)

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation. - Oucheng Huang; Yuhang Ma; Zeng Zhao; Mingrui Wu; Jiayi Ji; Rongsheng Zhang; Zhipeng Hu; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning. - Yiwei Ma; Guohai Xu; Xiaoshuai Sun; Jiayi Ji; Jie Lou; Debing Zhang; Rongrong Ji (CoRR, 2025)

JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization. - Kai Liu 023; Wei Li 190; Lai Chen; Shengqiong Wu; Yanhao Zheng; Jiayi Ji; Fan Zhou 007; Rongxin Jiang 001; Jiebo Luo 001; Hao Fei 001; Tat-Seng Chua (CoRR, 2025)

An Efficient and Mixed Heterogeneous Model for Image Restoration. - Yubin Gu; Yuan Meng; Kaihang Zheng; Xiaoshuai Sun; Jiayi Ji; Weijian Ruan; Liujuan Cao; Rongrong Ji (CoRR, 2025)

Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach. - Lvpan Cai; Haowei Wang 001; Jiayi Ji; YanShu ZhouMen; Yiwei Ma; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (CoRR, 2025)

JM3D & JM3D-LLM: Elevating 3D Representation With Joint Multi-Modal Cues. - Jiayi Ji; Haowei Wang 001; Changli Wu; Yiwei Ma; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Image Captioning via Dynamic Path Customization. - Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Xiaopeng Hong; Yongjian Wu 001; Rongrong Ji (IEEE Trans. Neural Networks Learn. Syst., 2025)

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning. - Mingrui Wu; Lu Wang 029; Pu Zhao 004; Fangkai Yang; Jianjin Zhang; Jianfeng Liu; Yuefeng Zhan; Weihao Han; Hao Sun 015; Jiayi Ji; Xiaoshuai Sun; Qingwei Lin; et al. (CoRR, 2025)

SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence. - Ziyang Gong; Wenhao Li 001; Oliver Ma; Songyuan Li; Jiayi Ji; Xue Yang 005; Gen Luo; Junchi Yan; Rongrong Ji (CoRR, 2025)

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models. - Ziyin Zhou; Yunpeng Luo; Yuanchen Wu; Ke Sun 016; Jiayi Ji; Ke Yan; Shouhong Ding; Xiaoshuai Sun; Yunsheng Wu; Rongrong Ji (CoRR, 2025)

Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive. - You Huang; Lichao Chen; Jiayi Ji; Liujuan Cao; Shengchuan Zhang; Rongrong Ji (CoRR, 2025)

HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation. - Weihuang Lin; Yiwei Ma; Xiaoshuai Sun; Shuting He; Jiayi Ji; Liujuan Cao; Rongrong Ji (CoRR, 2025)

MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models. - Jiale Li; Mingrui Wu; Zixiang Jin; Hao Chen; Jiayi Ji; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (CoRR, 2025)

A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation. - Shuting He; Peilin Ji; Yitong Yang; Changshuo Wang 001; Jiayi Ji; Yinglin Wang; Henghui Ding (CoRR, 2025)

Training-Free Multimodal Large Language Model Orchestration. - Tianyu Xie 010; Yuhang Wu 004; Yongdong Luo; Jiayi Ji; Xiawu Zheng (CoRR, 2025)

CIR-CoT: Towards Interpretable Composed Image Retrieval via End-to-End Chain-of-Thought Reasoning. - Weihuang Lin; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

MetaCaptioner: Towards Generalist Visual Captioning with Open-source Suites. - Zhenxin Lei; Zhangwei Gao; Changyao Tian; Erfei Cui; Guanzhou Chen 004; Danni Yang; Yuchen Duan; Zhaokai Wang; Wenhao Li 001; Weiyun Wang; Xiangyu Zhao; Jiayi Ji; et al. (CoRR, 2025)

GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification. - Qiao Li; Jie Li; Yukang Zhang; Lei Tan; Jing Chen; Jiayi Ji (CoRR, 2025)

Understanding What Is Not Said:Referring Remote Sensing Image Segmentation with Scarce Expressions. - Kai Ye; Bowen Liu 019; Jianghang Lin; Jiayi Ji; Pingyang Dai; Liujuan Cao (CoRR, 2025)

MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification. - Yingying Feng; Jie Li; Jie Hu; Yukang Zhang; Lei Tan; Jiayi Ji (CoRR, 2025)

NICE: Improving Panoptic Narrative Detection and Segmentation With Cascading Collaborative Learning. - Haowei Wang 001; Jiayi Ji; Tianyu Guo 005; Yilong Yang 003; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

SFIR: Optimizing spatial and frequency domains for image restoration. - Yubin Gu; Yuan Meng; Siting Chen; Jiayi Ji; Xiaoshuai Sun; Weijian Ruan; Rongrong Ji (Pattern Recognit., 2026)