Design of Personalized News Comments Recommendation System. - Mingnan Zhou; Ruisheng Shi; Zhaozhen Xu; Yuan He 009; Yiyi Zhou; Lina Lan (ICDS, 2015)

Survey of visual sentiment prediction for social media analysis. - Rongrong Ji; Donglin Cao; Yiyi Zhou; Fuhai Chen (Frontiers Comput. Sci., 2016)

More Than An Answer: Neural Pivot Network for Visual Qestion Answering. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Yongjian Wu 001; Yunsheng Wu (ACM Multimedia, 2017)

Bayesian Estimation of a Dynamic Model of Two-Sided Markets: Application to the U.S. Video Game Industry. - Yiyi Zhou (Manag. Sci., 2017)

Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Xiangming Li; Xiaoshuai Sun (AAAI, 2019)

Dynamic Capsule Attention for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Xiaoshuai Sun; Weiqiu Chen (AAAI, 2019)

Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis. - Jun Peng; Yiyi Zhou; Liujuan Cao; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (ICASSP, 2019)

Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method. - Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (IEEE Access, 2019)

Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Liujuan Cao; Chenglin Wu; Cheng Deng; Rongrong Ji (CVPR, 2020)

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)

Cascade Grouped Attention Network for Referring Expression Segmentation. - Gen Luo; Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Jinsong Su; Chia-Wen Lin; Qi Tian 001 (ACM Multimedia, 2020)

K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Gen Luo; Xiaopeng Hong; Jinsong Su; Xinghao Ding; Ling Shao 001 (ACM Multimedia, 2020)

Consumer Search and Automobile Dealer Colocation. - Charles Murry; Yiyi Zhou (Manag. Sci., 2020)

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)

TRAR: Routing the Attention Spans in Transformer for Visual Question Answering. - Yiyi Zhou; Tianhe Ren; Chaoyang Zhu; Xiaoshuai Sun; Jianzhuang Liu; Xinghao Ding; Mingliang Xu 001; Rongrong Ji (ICCV, 2021)

Towards Language-guided Visual Recognition via Dynamic Convolutions. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Xinghao Ding; Yongjian Wu 001; Feiyue Huang; Yue Gao 002; Rongrong Ji (CoRR, 2021)

Uncovering Media Bias via Social Network Learning. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Jiaquan Yao (ACM Trans. Intell. Syst. Technol., 2021)

Active Teacher for Semi-Supervised Object Detection. - Peng Mi; Jianghang Lin; Yiyi Zhou; Yunhang Shen; Gen Luo; Xiaoshuai Sun; Liujuan Cao; Rongrong Fu; Qiang Xu; Rongrong Ji (CVPR, 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)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Jun Peng; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (ECCV (14), 2022)

SeqTR: A Simple Yet Universal Network for Visual Grounding. - Chaoyang Zhu; Yiyi Zhou; Yunhang Shen; Gen Luo; Xingjia Pan; Mingbao Lin; Chao Chen 026; Liujuan Cao; Xiaoshuai Sun; Rongrong Ji (ECCV (35), 2022)

Learning Dynamic Prior Knowledge for Text-to-Face Pixel Synthesis. - Jun Peng; Xiaoxiong Du; Yiyi Zhou; Jing He; Yunhang Shen; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2022)

Towards Open-Ended Text-to-Face Generation, Combination and Manipulation. - Jun Peng; Han Pan; Yiyi Zhou; Jing He; Xiaoshuai Sun; Yan Wang 059; Yongjian Wu 001; Rongrong Ji (ACM Multimedia, 2022)

Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach. - Peng Mi; Li Shen 008; Tianhe Ren; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji; Dacheng Tao (NeurIPS, 2022)

What Hinders Perceptual Quality of PSNR-oriented Methods? - Tianshuo Xu; Peng Mi; Xiawu Zheng; Lijiang Li; Fei Chao 001; Guannan Jiang; Wei Zhang 217; Yiyi Zhou; Rongrong Ji (CoRR, 2022)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (CoRR, 2022)

What Goes beyond Multi-modal Fusion in One-stage Referring Expression Comprehension: An Empirical Study. - Gen Luo; Yiyi Zhou; Jiamu Sun; Shubin Huang; Xiaoshuai Sun; Qixiang Ye; Yongjian Wu 001; Rongrong Ji (CoRR, 2022)

CycleTrans: Learning Neutral yet Discriminative Features for Visible-Infrared Person Re-Identification. - Qiong Wu 012; Jiaer Xia; Pingyang Dai; Yiyi Zhou; Yongjian Wu 001; Rongrong Ji (CoRR, 2022)

Plenty is Plague: Fine-Grained Learning for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Jinsong Su; Deyu Meng; Yue Gao 002; Chunhua Shen (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Towards Lightweight Transformer Via Group-Wise Transformation for Vision-and-Language Tasks. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Yan Wang 059; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Image Process., 2022)

Knowledge-Driven Generative Adversarial Network for Text-to-Image Synthesis. - Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Multim., 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)

RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension. - Lei Jin; Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Annan Shu; Rongrong Ji (CVPR, 2023)

RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension. - Jiamu Sun; Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Zhiyu Wang; Rongrong Ji (CVPR, 2023)

A three-circle triangle model of Bearing-Only Passive Locating of the UAVs. - Yiyi Zhou; Yixin Zhou; Yanbing Wen; Peixuan Chen; Kai Fu (ICISE, 2023)

PixelFace+: Towards Controllable Face Generation and Manipulation with Text Descriptions and Segmentation Masks. - Xiaoxiong Du; Jun Peng; Yiyi Zhou; Jinlu Zhang 002; Siting Chen; Guannan Jiang; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2023)

Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models. - Gen Luo; Yiyi Zhou; Tianhe Ren; Shengxin Chen; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2023)

Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models. - Qiong Wu 012; Wei Yu 004; Yiyi Zhou; Shubin Huang; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2023)

Semantic-Guided Selective Representation for Image Captioning. - Yinan Li; Yiwei Ma; Yiyi Zhou; Xiao Yu (IEEE Access, 2023)

HSM-QA: Question Answering System Based on Hierarchical Semantic Matching. - Jinlu Zhang 002; Jing He; Yiyi Zhou; Xiaoshuai Sun; Xiao Yu (IEEE Access, 2023)

Towards Efficient Visual Adaption via Structural Re-parameterization. - Gen Luo; Minglang Huang; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Zhiyu Wang; Rongrong Ji (CoRR, 2023)

Towards End-to-end Semi-supervised Learning for One-stage Object Detection. - Gen Luo; Yiyi Zhou; Lei Jin; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting. - Shubin Huang; Qiong Wu 012; Yiyi Zhou; Weijie Chen; Rongsheng Zhang; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

Approximated Prompt Tuning for Vision-Language Pre-trained Models. - Qiong Wu 012; Shubin Huang; Yiyi Zhou; Pingyang Dai; Annan Shu; Guannan Jiang; Rongrong Ji (CoRR, 2023)

Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer. - Peng Mi; Li Shen 008; Tianhe Ren; Yiyi Zhou; Tianshuo Xu; Xiaoshuai Sun; Tongliang Liu; Rongrong Ji; Dacheng Tao (CoRR, 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)

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)

A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension. - Yiyi Zhou; Rongrong Ji; Gen Luo; Xiaoshuai Sun; Jinsong Su; Xinghao Ding; Chia-Wen Lin; Qi Tian 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

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

Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks. - Siyu Zou; Jiji Tang; Yiyi Zhou; Jing He; Chaoyi Zhao; Rongsheng Zhang; Zhipeng Hu; 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)

Towards Omni-supervised Referring Expression Segmentation. - Minglang Huang; Yiyi Zhou; Gen Luo; Guannan Jiang; Weilin Zhuang; Xiaoshuai Sun (ICME, 2024)

Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization. - Jinlu Zhang 002; Yiyi Zhou; Qiancheng Zheng; Xiaoxiong Du; Gen Luo; Jun Peng; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

Adapting Pre-trained Language Models to Vision-Language Tasksvia Dynamic Visual Prompting. - Shubin Huang; Qiong Wu 012; Yiyi Zhou (IJCNN, 2024)

QueryMatch: A Query-based Contrastive Learning Framework for Weakly Supervised Visual Grounding. - Shengxin Chen; Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Rongrong Ji (ACM Multimedia, 2024)

Deep Instruction Tuning for Segment Anything Model. - Xiaorui Huang; Gen Luo; Chaoyang Zhu; Bo Tong; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2024)

Not All Attention is Needed: Parameter and Computation Efficient Transfer Learning for Multi-modal Large Language Models. - Qiong Wu 012; Weihao Ye; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Routing Experts: Learning to Route Dynamic Experts in Multi-modal Large Language Models. - Qiong Wu 012; Zhaoxi Ke; Yiyi Zhou; Gen Luo; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings. - Qiong Wu 012; Wenhao Lin; Weihao Ye; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Deep hybrid transformer network for robust modulation classification in wireless communications. - Bingjie Liu; Qiancheng Zheng; Heng Wei; Jinxian Zhao; Haoyuan Yu; Yiyi Zhou; Fei Chao 001; Rongrong Ji (Knowl. Based Syst., 2024)

A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension. - Gen Luo; Yiyi Zhou; Jiamu Sun; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Multim., 2024)

Towards Language-Guided Visual Recognition via Dynamic Convolutions. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Yongjian Wu 001; Yue Gao 002; Rongrong Ji (Int. J. Comput. Vis., 2024)

What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph. - Yutao Jiang; Qiong Wu 012; Wenhao Lin; Wei Yu 004; Yiyi Zhou (AAAI, 2025)

Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models. - Weihao Ye; Qiong Wu 012; Wenhao Lin; Yiyi Zhou (AAAI, 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)

FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression. - Bo Tong; Bokai Lai; Yiyi Zhou; Gen Luo; Yunhang Shen; Ke Li 015; Xiaoshuai Sun; Rongrong Ji (CVPR, 2025)

SVFR: A Unified Framework for Generalized Video Face Restoration. - Zhiyao Wang; Xu Chen 024; Chengming Xu 001; Junwei Zhu; Xiaobin Hu; Jiangning Zhang; Chengjie Wang; Yuqi Liu; Yiyi Zhou; Rongrong Ji (CVPR, 2025)

Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models. - Qiong Wu 012; Zhaoxi Ke; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (ICLR, 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)

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models. - Gen Luo; Yiyi Zhou; Yuxin Zhang 002; Xiawu Zheng; Xiaoshuai Sun; Rongrong Ji (ICLR, 2025)

DDoS Attack Detection in SDN-Assisted Federated Learning Environment Based on Contrastive Learning. - Minghong Fan; Jinghua Lan; Yiyi Zhou; Mengshuang Pan; Junrong Li; Daqiang Zhang 001 (IEEE Access, 2025)

Offshore Horizons: HVDC Wind Farms-Exploring Techno-Economic Dimensions. - Deepi Singh; Dana Golden; Gaurav Bhansali; Ali Anwar 005; Shreepooja Singh; Fang Luo; Yiyi Zhou (IEEE Access, 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)

Secure Service Function Chain Provisioning for Task Offloading in Device-Edge-Cloud Computing. - Jianhua Liu 004; Xin Wang 001; Kui Ren 001; Yiyi Zhou; Minglu Li 001 (IEEE Trans. Inf. Forensics Secur., 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)

AdaFlow: Efficient Long Video Editing via Adaptive Attention Slimming And Keyframe Selection. - Shuheng Zhang; Yuqi Liu; Hongbo Zhou; Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

Grounded Chain-of-Thought for Multimodal Large Language Models. - Qiong Wu 012; Xiangcong Yang; Yiyi Zhou; Chenxin Fang; Baiyang Song; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible- Infrared Person Re-Identification. - Qiong Wu 012; Jiaer Xia; Pingyang Dai; Yiyi Zhou; Yongjian Wu 001; Rongrong Ji (IEEE Trans. Neural Networks Learn. Syst., 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)

MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation. - Gen Luo; Yiyi Zhou; Minglang Huang; Tianhe Ren; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Graph-empowered Text-to-SQL generation on Electronic Medical Records. - Qian Chen; Jun Peng; Baiyang Song; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2026)

Domain incremental learning for object detection. - Gen Luo; Jiamu Sun; Lei Jin; Yiyi Zhou; Qiang Xu; Rongrong Fu; Xiaoshuai Sun; Rongrong Ji (Pattern Recognit., 2026)