Codes & Data
A paper without accessible codes and data is a pure paper; Otherwise, it is beyond a paper, maybe a work of art. Dr. Nie has released the following codes and data since 2016:
| Year | Published at | Title | Paper | Codes and Data |
|---|---|---|---|---|
| 2022 | TIP | Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View | Link | |
| 2022 | CVPR | Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation | Link | |
| 2022 | ACL | MMCoQA: Conversational Question Answering over Text, Tables, and Images | Link | |
| 2022 | SIGIR | User-controllable Recommendation Against Filter Bubbles | Link | |
| 2022 | TOIS | Dynamic Graph Reasoning for Conversational Open-Domain Question Answering | Link | |
| 2022 | TOIS | Question Tagging via Graph-guided Ranking | Link | |
| 2021 | TIP | Conversational Image Search | Link | |
| 2021 | TIP | Video Moment Localization via Deep Cross-Modal Hashing | Link | |
| 2021 | TIP | Coarse-to-Fine Semantic Alignment for Cross-Modal Moment Localization | Link | |
| 2021 | ACM MM | Multimodal Dialog System: Relational Graph-based Context-aware Question Understanding | Link | |
| 2021 | ACM MM | Collocation and Try-on Network: Whether an Outfit is Compatible | Link | |
| 2021 | ACM MM | Complementary Factorization towards Outfit Compatibility Modeling | Link | |
| 2021 | ACM MM | Focal and Composed Vision-semantic Modeling for Visual Question answering | Link | |
| 2021 | SIGIR | Dynamic Modality Interaction Modeling for Image-Text Retrieval | Link | |
| 2021 | SIGIR | Comprehensive Linguistic-Visual Composition Network for Image Retrieval | Link | |
| 2021 | SIGIR | Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage | Link | |
| 2021 | SIGIR | Multimodal Activation: Awakening Dialog Robots without Wake Words | Link | |
| 2020 | TIP | Neural Compatibility Modeling With Probabilistic Knowledge Distillation | Link | |
| 2020 | TIP | Neural Multimodal Cooperative Learning Toward Micro-Video Understanding | Link | |
| 2020 | TIP | Iterative Local-Global Collaboration Learning Towards One-Shot Video Person Re-Identification | Link | |
| 2020 | TOIS | Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning | Link | |
| 2020 | TOMM | An End-to-End Attention-Based Neural Model for Complementary Clothing Matching | Link | |
| 2020 | ACM MM | What Aspect Do You Like: Multi-scale Time-aware User Interest Modeling for Micro-video Recommendation | Link | |
| 2020 | ACM MM | Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback | Link | |
| 2020 | ACM MM | Context-Aware Multi-View Summarization Network for Image-Text Matching | Link | |
| 2020 | SIGIR | Generative Attribute Manipulation Scheme for Flexible Fashion Search | Link | |
| 2020 | SIGIR | Fashion Compatibility Modeling through a Multi-modal Try-on-guided Scheme | Link | |
| 2020 | TOIS | Large-Scale Question Tagging via Joint Question-Topic Embedding Learning | Link | |
| 2019 | ACM MM | Multimodal Dialog System: Generating Responses via Adaptive Decoders | Link | |
| 2019 | ACM MM | Personalized Capsule Wardrobe Creation with Garment and User Modeling | Link | |
| 2019 | ACM MM | Virtually Trying on New Clothing with Arbitrary Poses | Link | |
| 2019 | ACM MM | Routing Micro-videos via A Temporal Graph-guided Recommendation System | Link | |
| 2019 | ACM MM | Personalized Hashtag Recommendation for Micro-videos | Link | |
| 2019 | ACM MM | MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video | Link | |
| 2019 | ACM MM | User Diverse Preference Modeling by Multimodal Attentive Metric Learning | Link | |
| 2019 | ACM MM | Seeking Micro-influencers for Brand Promotion | Link | |
| 2019 | TOIS | Attentive Long Short-Term Preference Modeling for Personalized Product Search | Link | |
| 2019 | TOIS | From Question to Text: Question-Oriented Feature Attention for Answer Selection | Link | |
| 2019 | SIGIR | Quantifying and Alleviating the Language Prior Problem in Visual Question Answering | Link | |
| 2019 | SIGIR | Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching | Link | |
| 2019 | SIGIR | User Attention-guided Multimodal Dialog Systems | Link | |
| 2019 | SIGIR | Supervised Hierarchical Cross-Modal Hashing | Link | |
| 2018 | WWW | TEM: Tree-enhanced Embedding Model for Explainable Recommendation | Link | |
| 2018 | WWW | Learning on Partial-Order Hypergraphs | Link | |
| 2018 | SIGIR | Fast Scalable Supervised Hashing | Link | |
| 2018 | SIGIR | A Personal Privacy Preserving Framework: I Let You Know Who Can See What | Link | |
| 2018 | SIGIR | Chat More: Deepening and Widening the Chatting Topic via A Deep Model | Link | |
| 2018 | SIGIR | Attentive Moment Retrieval in Videos | Link | |
| 2018 | SIGIR | Neural Compatibility Modeling with Attentive Knowledge Distillation | Link | |
| 2018 | MMM | Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs | Link | |
| 2018 | ACM MM | Multi-modal Preference Modeling for Product Search | Link | |
| 2018 | ACM MM | Cross-modal Moment Localization in Videos | Link | |
| 2018 | IJCAI | Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning | Link | |
| 2018 | IJCAI | Discrete Factorization Machines for Fast Feature-based Recommendation | Link | |
| 2017 | WWW | Neural Collaborative Filtering | Link | |
| 2017 | SIGIR | Exploring User-Specific Information in Music Retrieval | Link | |
| 2017 | SIGIR | Embedding Factorization Models for Jointly Recommending Items and User Generated Lists. | Link | |
| 2017 | SIGIR | Computational Social Indicators: A Case Study of Chinese University Ranking | Link | |
| 2017 | ACM MM | Laplacian-Steered Neural Style Transfer | Link | |
| 2017 | ACM MM | Enhancing Micro-video Understanding by Harnessing External Sounds | Link | |
| 2017 | ACM MM | Towards Micro-video Understanding by Joint Sequential-Sparse Modeling | Link | |
| 2017 | ACM MM | NeuroStylist: Neural Compatibility Modeling for Clothing Matching | Link | |
| 2017 | IJCAI | Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution | Link | |
| 2017 | IJCAI | Exploiting Music Play Sequence for Music Recommendation | Link | |
| 2017 | CVPR | SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning | Link | |
| 2017 | TOIS | Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency | Link | |
| 2017 | TOIS | Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts | Link | |
| 2017 | TKDE | Data-Driven Answer Selection in Community QA Systems | Link | |
| 2017 | TKDE | I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base | Link | |
| 2016 | ACM MM | Shorter-is-Better: Venue Category Estimation from Micro-Video | Link | |
| 2016 | ACM MM | Micro Tells Macro: Predicting the Popularity of Micro-Videos via a Transductive Model | Link |
