2021
会议论文
-
Dynamic Modality Interaction Modeling for Image-Text Retrieval
SIGIR 2021.[PDF]
2020
期刊论文
- Neural Multimodal Cooperative Learning Toward Micro-Video Understanding.
IEEE TIP 2020. [PDF][Code & Data]
- Neural Compatibility Modeling With Probabilistic Knowledge Distillation.
IEEE TIP 2020. [PDF][Code & Data]
2019
会议论文
- Explict Interaction Model towards Text Classification.
AAAI 2019. [PDF][Code & Data]
- Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network.
ACM CIKM 2019. [PDF][Code & Data]
- Virtually Trying on New Clothing with Arbitrary Poses.
ACM MM 2019. [PDF][Code & Data]
- Personalized Capsule Wardrobe Creation with Garment and User Modeling.
ACM MM 2019. [PDF][Code & Data]
- GP-BPR: Personalized Compatibility Modeling for Clothing Matching.
ACM MM 2019. [PDF][Code & Data]
- Multimodal Dialog System: Generating Responses via Adaptive Decoders.
ACM MM 2019. [PDF][Code & Data]
- MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video.
ACM MM 2019. [PDF][Code & Data]
- Routing Micro-videos via A Temporal Graph-guided Recommendation System.
ACM MM 2019. [PDF][Code & Data]
- Personalized Hashtag Recommendation for Micro-videos.
ACM MM 2019. [PDF][Code & Data]
- User Diverse Preference Modeling by Multimodal Attentive Metric Learning.
ACM MM 2019. [PDF][Code & Data]
- Seeking Micro-influencers for Brand Promotion.
ACM MM 2019. [PDF][Code & Data]
- Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
ACM SIGIR 2019. [PDF][Code & Data]
- User Attention-guided Multimodal Dialog Systems.
ACM SIGIR 2019. [PDF][Code & Data]
- Supervised Hierarchical Cross-Modal Hashing.
ACM SIGIR 2019. [PDF][Code & Data]
- Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching.
ACM SIGIR 2019. [PDF][Code & Data]
- Market2Dish: A Health-aware Food Recommendation System.
ACM MM 2019. [PDF]
期刊论文
- Attentive Long Short-Term Preference Modeling for Personalized Product Search.
TOIS 2019. [PDF][Code & Data]
- Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning.
IEEE TIP 2019. [PDF][Code & Data]
出版专著
- Multimodal Learning toward Micro-Video Understanding.
Morgan & Claypool Publishers. 2019. [Link]
- Synthesis Lectures on Information Concepts, Retrieval, and Services.
Morgan & Claypool Publishers. 2019. [Link]
2018
会议论文
- Multi-modal preference modeling for product search.
ACM MM 2018. [PDF][Code & Data]
- Attentive moment retrieval in videos.
ACM SIGIR 2018. [PDF][Code & Data]
- Neural Compatibility Modeling with Attentive Knowledge Distillation.
ACM SIGIR 2018. [PDF][Code & Data]
- A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
ACM SIGIR 2018. [PDF][Code & Data]
- Chat more: Deepening and widening the chatting topic via a deep model.
ACM SIGIR 2018. [PDF][Code & Data]
- Cross-modal Moment Localization in Videos.
ACM MM 2018. [PDF][Code & Data]
- Discrete Factorization Machines for Fast Feature-based Recommendation.
IJCAI 2018. [PDF][Code & Data]
期刊论文
- Guest Editorial: Query understanding.
Neurocomputing 2018. [PDF]
2017
会议论文
- Enhancing Micro-video Understanding by Harnessing External Sounds.
ACM MM 2017. [PDF][Code & Data]
- NeuroStylist: Neural Compatibility Modeling for Clothing Matching.
ACM MM 2017. [PDF][Code & Data]
- Towards Micro-video Understanding by Joint Sequential-Sparse Modeling.
ACM MM 2017. [PDF][Code & Data]
期刊论文
- Data-Driven Answer Selection in Community QA Systems.
IEEE TKDE 2017. [PDF][Code & Data]
- Multiview Physician-Specific Attributes Fusion for Health Seeking.
IEEE TC 2017. [PDF][Code & Data]