Personalized Hashtag Recommendation for Micro-videos. - Yinwei Wei; Zhiyong Cheng 001; Xuzheng Yu; Zhou Zhao 001; Lei Zhu 002; Liqiang Nie (ACM Multimedia, 2019)

MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video. - Yinwei Wei; Xiang Wang 010; Liqiang Nie; Xiangnan He 001; Richang Hong; Tat-Seng Chua (ACM Multimedia, 2019)

What Aspect Do You Like: Multi-scale Time-aware User Interest Modeling for Micro-video Recommendation. - Hao Jiang; Wenjie Wang 007; Yinwei Wei; Zan Gao; Yinglong Wang 001; Liqiang Nie (ACM Multimedia, 2020)

Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. - Yinwei Wei; Xiang Wang 010; Liqiang Nie; Xiangnan He 001; Tat-Seng Chua (ACM Multimedia, 2020)

Personalized Item Recommendation for Second-hand Trading Platform. - Xuzheng Yu; Tian Gan; Yinwei Wei; Zhiyong Cheng 001; Liqiang Nie (ACM Multimedia, 2020)

MGAT: Multimodal Graph Attention Network for Recommendation. - Zhulin Tao; Yinwei Wei; Xiang Wang 010; Xiangnan He 001; Xianglin Huang; Tat-Seng Chua (Inf. Process. Manag., 2020)

Neural Multimodal Cooperative Learning Toward Micro-Video Understanding. - Yinwei Wei; Xiang Wang 010; Weili Guan; Liqiang Nie; Zhouchen Lin; Baoquan Chen (IEEE Trans. Image Process., 2020)

Selective Dependency Aggregation for Action Classification. - Yi Tan 001; Yanbin Hao; Xiangnan He 001; Yinwei Wei; Xun Yang 001 (ACM Multimedia, 2021)

Contrastive Learning for Cold-Start Recommendation. - Yinwei Wei; Xiang Wang 010; Qi Li; Liqiang Nie; Yan Li 068; Xuanping Li; Tat-Seng Chua (ACM Multimedia, 2021)

Hierarchical User Intent Graph Network forMultimedia Recommendation. - Yinwei Wei; Xiang Wang 010; Xiangnan He 001; Liqiang Nie; Yong Rui; Tat-Seng Chua (CoRR, 2021)

GRCN: Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. - Yinwei Wei; Xiang Wang 010; Liqiang Nie; Xiangnan He 001; Tat-Seng Chua (CoRR, 2021)

Breaking Isolation: Multimodal Graph Fusion for Multimedia Recommendation by Edge-wise Modulation. - Feiyu Chen 001; Junjie Wang 011; Yinwei Wei; Hai-Tao Zheng 002; Jie Shao 001 (ACM Multimedia, 2022)

Micro-video Tagging via Jointly Modeling Social Influence and Tag Relation. - Xiao Wang 056; Tian Gan; Yinwei Wei; Jianlong Wu; Dai Meng; Liqiang Nie (ACM Multimedia, 2022)

Privacy-Preserving Synthetic Data Generation for Recommendation Systems. - Fan Liu 008; Zhiyong Cheng 001; Huilin Chen 002; Yinwei Wei; Liqiang Nie; Mohan S. Kankanhalli (SIGIR, 2022)

Dual Preference Distribution Learning for Item Recommendation. - Xue Dong; Xuemeng Song; Na Zheng; Yinwei Wei; Zhongzhou Zhao; Hongjun Dai (CoRR, 2022)

MRTNet: Multi-Resolution Temporal Network for Video Sentence Grounding. - Wei Ji 008; Long Chen 016; Yinwei Wei; Yiming Wu 005; Tat-Seng Chua (CoRR, 2022)

Hierarchical User Intent Graph Network for Multimedia Recommendation. - Yinwei Wei; Xiang Wang 010; Xiangnan He 001; Liqiang Nie; Yong Rui; Tat-Seng Chua (IEEE Trans. Multim., 2022)

Multimedia Recommender Systems: Algorithms and Challenges. - Yashar Deldjoo; Markus Schedl; Balázs Hidasi; Yinwei Wei; Xiangnan He 001 (Recommender Systems Handbook, 2022)

Deep Multimodal Learning for Information Retrieval. - Wei Ji 008; Yinwei Wei; Zhedong Zheng; Hao Fei 001; Tat-Seng Chua (ACM Multimedia, 2023)

Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation. - Wei Ji 008; Xiangyan Liu; An Zhang 003; Yinwei Wei; Yongxin Ni; Xiang Wang 010 (ACM Multimedia, 2023)

StyleEDL: Style-Guided High-order Attention Network for Image Emotion Distribution Learning. - Peiguang Jing; Xianyi Liu; Ji Wang; Yinwei Wei; Liqiang Nie; Yuting Su 001 (ACM Multimedia, 2023)

Advancing Video Question Answering with a Multi-modal and Multi-layer Question Enhancement Network. - Meng Liu 006; Fenglei Zhang; Xin Luo 006; Fan Liu 008; Yinwei Wei; Liqiang Nie (ACM Multimedia, 2023)

General Debiasing for Multimodal Sentiment Analysis. - Teng Sun; Juntong Ni; Wenjie Wang 007; Liqiang Jing; Yinwei Wei; Liqiang Nie (ACM Multimedia, 2023)

Equivariant Learning for Out-of-Distribution Cold-start Recommendation. - Wenjie Wang 007; Xinyu Lin 001; Liuhui Wang; Fuli Feng; Yinwei Wei; Tat-Seng Chua (ACM Multimedia, 2023)

Target-Guided Composed Image Retrieval. - Haokun Wen; Xian Zhang; Xuemeng Song; Yinwei Wei; Liqiang Nie (ACM Multimedia, 2023)

Dual Semantic Knowledge Composed Multimodal Dialog Systems. - Xiaolin Chen; Xuemeng Song; Yinwei Wei; Liqiang Nie; Tat-Seng Chua (SIGIR, 2023)

LightGT: A Light Graph Transformer for Multimedia Recommendation. - Yinwei Wei; Wenqi Liu; Fan Liu 008; Xiang Wang 010; Liqiang Nie; Tat-Seng Chua (SIGIR, 2023)

Strategy-aware Bundle Recommender System. - Yinwei Wei; Xiaohao Liu; Yunshan Ma; Xiang Wang 010; Liqiang Nie; Tat-Seng Chua (SIGIR, 2023)

Multi-queue Momentum Contrast for Microvideo-Product Retrieval. - Yali Du 002; Yinwei Wei; Wei Ji 008; Fan Liu 008; Xin Luo 006; Liqiang Nie (WSDM, 2023)

Federated Class-Incremental Learning with Prompting. - Jiale Liu; Yu-Wei Zhan; Chong-Yu Zhang; Xin Luo 006; Zhen-Duo Chen 001; Yinwei Wei; Xin-Shun Xu (CoRR, 2023)

Semantic-Aware Modular Capsule Routing for Visual Question Answering. - Yudong Han; Jianhua Yin; Jianlong Wu; Yinwei Wei; Liqiang Nie (IEEE Trans. Image Process., 2023)

Joint Answering and Explanation for Visual Commonsense Reasoning. - Zhenyang Li; Yangyang Guo; Kejie Wang; Yinwei Wei; Liqiang Nie; Mohan S. Kankanhalli (IEEE Trans. Image Process., 2023)

Toward Fine-Grained Talking Face Generation. - Zhicheng Sheng; Liqiang Nie; Meng Liu 006; Yinwei Wei; Zan Gao (IEEE Trans. Image Process., 2023)

DBiased-P: Dual-Biased Predicate Predictor for Unbiased Scene Graph Generation. - Xianjing Han; Xuemeng Song; Xingning Dong; Yinwei Wei; Meng Liu 006; Liqiang Nie (IEEE Trans. Multim., 2023)

Modality-Oriented Graph Learning Toward Outfit Compatibility Modeling. - Xuemeng Song; Shi-Ting Fang; Xiaolin Chen; Yinwei Wei; Zhongzhou Zhao; Liqiang Nie (IEEE Trans. Multim., 2023)

Siamese Alignment Network for Weakly Supervised Video Moment Retrieval. - Yunxiao Wang; Meng Liu 006; Yinwei Wei; Zhiyong Cheng 001; Yinglong Wang 001; Liqiang Nie (IEEE Trans. Multim., 2023)

DualGNN: Dual Graph Neural Network for Multimedia Recommendation. - Qifan Wang 001; Yinwei Wei; Jianhua Yin; Jianlong Wu; Xuemeng Song; Liqiang Nie (IEEE Trans. Multim., 2023)

Dual Preference Distribution Learning for Item Recommendation. - Xue Dong; Xuemeng Song; Na Zheng; Yinwei Wei; Zhongzhou Zhao (ACM Trans. Inf. Syst., 2023)

HS-GCN: Hamming Spatial Graph Convolutional Networks for Recommendation. - Han Liu; Yinwei Wei; Jianhua Yin; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2023)

Causal Inference for Knowledge Graph Based Recommendation. - Yinwei Wei; Xiang Wang 010; Liqiang Nie; Shaoyu Li; Dingxian Wang; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2023)

Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets. - Teng Sun; Liqiang Jing; Yinwei Wei; Xuemeng Song; Zhiyong Cheng 001; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2023)

Co-designing a knowledge management tool for educator communities of practice. - Gloria Milena Fernández Nieto; Zachari Swiecki; Yi-Shan Tsai; Lele Sha; Yinwei Wei; Jim Wen; Yuheng Li; Yueqiao Jin; Iván Silva Feraud; Yuan-Fang Li; Weiqing Wang 001; Guanliang Chen; et al. (Conference on Designing Interactive Systems, 2024)

Mrtnet: Multi-Resolution Temporal Network for Video Sentence Grounding. - Wei Ji 008; You Qin; Long Chen 016; Yinwei Wei; Yiming Wu 005; Roger Zimmermann (ICASSP, 2024)

Attribute-driven Disentangled Representation Learning for Multimodal Recommendation. - Zhenyang Li; Fan Liu 008; Yinwei Wei; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2024)

The 2nd International Workshop on Deep Multi-modal Generation and Retrieval. - Wei Ji 008; Hao Fei 001; Yinwei Wei; Zhedong Zheng; Juncheng Li 006; Long Chen 016; Lizi Liao; Yueting Zhuang; Roger Zimmermann (MMGR@MM, 2024)

Data-efficient Fine-tuning for LLM-based Recommendation. - Xinyu Lin 001; Wenjie Wang 007; Yongqi Li 001; Shuo Yang 006; Fuli Feng; Yinwei Wei; Tat-Seng Chua (SIGIR, 2024)

Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. - Haokun Wen; Xuemeng Song; Xiaolin Chen; Yinwei Wei; Liqiang Nie; Tat-Seng Chua (SIGIR, 2024)

Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. - Yunshan Ma; Xiaohao Liu; Yinwei Wei; Zhulin Tao; Xiang Wang 010; Tat-Seng Chua (WSDM, 2024)

Weakly Supervised Video Moment Retrieval via Location-irrelevant Proposal Learning. - Wei Ji 008; Ruiqi Shi; Yinwei Wei; Shanshan Zhao 001; Roger Zimmermann (WWW (Companion Volume), 2024)

POLISH: Adaptive Online Cross-Modal Hashing for Class Incremental Data. - Yu-Wei Zhan; Xin Luo 006; Zhen-Duo Chen 001; Yongxin Wang 001; Yinwei Wei; Xin-Shun Xu (WWW, 2024)

Instilling Multi-round Thinking to Text-guided Image Generation. - Lidong Zeng; Zhedong Zheng; Yinwei Wei; Tat-Seng Chua (CoRR, 2024)

Double Mixture: Towards Continual Event Detection from Speech. - Jingqi Kang; Tongtong Wu; Jinming Zhao; Guitao Wang; Yinwei Wei; Hao Yang; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

MMGRec: Multimodal Generative Recommendation with Transformer Model. - Han Liu; Yinwei Wei; Xuemeng Song; Weili Guan; Yuan-Fang Li; Liqiang Nie (CoRR, 2024)

High-level Codes and Fine-grained Weights for Online Multi-modal Hashing Retrieval. - Yu-Wei Zhan; Xiao-Ming Wu 002; Xin Luo 006; Yinwei Wei; Xin-Shun Xu (CoRR, 2024)

PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval. - Tuan-Luc Huynh; Thuy-Trang Vu; Weiqing Wang 001; Yinwei Wei; Trung Le 001; Dragan Gasevic; Yuan-Fang Li; Thanh-Toan Do (CoRR, 2024)

Harnessing Large Language Models for Multimodal Product Bundling. - Xiaohao Liu; Jie Wu; Zhulin Tao; Yunshan Ma; Yinwei Wei; Tat-Seng Chua (CoRR, 2024)

Muti-Modal Emotion Recognition via Hierarchical Knowledge Distillation. - Teng Sun; Yinwei Wei; Juntong Ni; Zixin Liu; Xuemeng Song; Yaowei Wang 001; Liqiang Nie (IEEE Trans. Multim., 2024)

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. - Han Liu; Yinwei Wei; Fan Liu 008; Wenjie Wang 007; Liqiang Nie; Tat-Seng Chua (ACM Trans. Inf. Syst., 2024)

Rule-Guided Counterfactual Explainable Recommendation. - Yinwei Wei; Xiaoyang Qu; Xiang Wang 010; Yunshan Ma; Liqiang Nie; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2024)

Query-Oriented Micro-Video Summarization. - Mengzhao Jia; Yinwei Wei; Xuemeng Song; Teng Sun; Min Zhang 005; Liqiang Nie (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation. - Yunshan Ma; Yingzhi He; Xiang Wang 010; Yinwei Wei; Xiaoyu Du 002; Yuyangzi Fu; Tat-Seng Chua (ACM Trans. Inf. Syst., 2024)

Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation. - Jun Hu 016; Bryan Hooi; Bingsheng He; Yinwei Wei (AAAI, 2025)

Fine-tuning Multimodal Large Language Models for Product Bundling. - Xiaohao Liu; Jie Wu; Zhulin Tao; Yunshan Ma; Yinwei Wei; Tat-Seng Chua (KDD (1), 2025)

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. - Yongqi Li 001; Hongru Cai; Wenjie Wang 007; Leigang Qu; Yinwei Wei; Wenjie Li 002; Liqiang Nie; Tat-Seng Chua (SIGIR, 2025)

Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. - Hao Liu 072; Yupeng Hu; Kun Wang 039; Yinwei Wei; Liqiang Nie (SIGIR, 2025)

Multi-View User Preference Modeling for Personalized Text-to-Image Generation. - Huaiwen Zhang; Tianci Wu; Yinwei Wei (IEEE Trans. Multim., 2025)

Revisiting Conversation Discourse for Dialogue Disentanglement. - Bobo Li; Hao Fei 001; Fei Li 021; Shengqiong Wu; Lizi Liao; Yinwei Wei; Tat-Seng Chua; Donghong Ji (ACM Trans. Inf. Syst., 2025)

Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling. - Xiaolin Chen; Xuemeng Song; Jianhui Zuo; Yinwei Wei; Liqiang Nie; Tat-Seng Chua (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Mitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization. - Wenqi Liu; Xuemeng Song; Jiaxi Li; Yinwei Wei; Na Zheng; Jianhua Yin; Liqiang Nie (CoRR, 2025)

KEPLA: A Knowledge-Enhanced Deep Learning Framework for Accurate Protein-Ligand Binding Affinity Prediction. - Han Liu; Keyan Ding; Peilin Chen 001; Yinwei Wei; Liqiang Nie; Dapeng Wu 001; Shiqi Wang 001 (CoRR, 2025)

MIST: Towards Multi-dimensional Implicit Bias and Stereotype Evaluation of LLMs via Theory of Mind. - Yanlin Li; Hao Liu 072; Huimin Liu; Yinwei Wei; Yupeng Hu (CoRR, 2025)

GoldMind: A Teacher-Centered Knowledge Management System for Higher Education - Lessons from Iterative Design. - Gloria Fernández-Nieto; Lele Sha; Yuheng Li; Yi-Shan Tsai; Guanliang Chen; Yinwei Wei; Weiqing Wang 001; Jinchun Wen; Shaveen Singh; Iván Silva Feraud; Yuanfang Li; Dragan Gasevic; et al. (CoRR, 2025)