2020
Journal Papers
- Xianjing Han, Xuemeng Song, Yiyang Yao, Xin-Shun Xu, Liqiang Nie:
Neural Compatibility Modeling With Probabilistic Knowledge Distillation.
IEEE TIP 2020. [PDF][Code & Data]
- Yinwei Wei, Xiang Wang, Weili Guan, Liqiang Nie,Zhouchen Lin, Baoquan Chen:
Neural Multimodal Cooperative Learning Toward Micro-Video Understanding.
IEEE TIP 2020. [PDF][Code & Data]
2019
Conference Papers
- Hao Jiang, Wenjie Wang, Meng Liu, Liqiang Nie, Ling-Yu Duan, Changsheng Xu:
Market2Dish: A Health-aware Food Recommendation System.
ACM MM 2019. [PDF]
- Xianjing Han, Xuemeng Song, Jianhua Yin, Yinglong Wang and Liqiang Nie:
Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching.
ACM SIGIR 2019. [PDF][Code & Data]
- Changchang Sun, Xuemeng Song, Fuli Feng, Wayne Xin Zhao, Hao Zhang, Liqiang Nie:
Supervised Hierarchical Cross-Modal Hashing.
ACM SIGIR 2019. [PDF][Code & Data]
- Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, Xin-Shun Xu and Liqiang Nie:
User Attention-guided Multimodal Dialog Systems.
ACM SIGIR 2019. [PDF][Code & Data]
- Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan Kankanhalli:
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
ACM SIGIR 2019. [PDF][Code & Data]
- Tian Gan, Shaokun Wang, Meng Liu, Xuemeng Song, Yiyang Yao, Liqiang Nie:
Seeking Micro-influencers for Brand Promotion.
ACM MM 2019. [PDF][Code & Data]
- Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli:
User Diverse Preference Modeling by Multimodal Attentive Metric Learning.
ACM MM 2019. [PDF][Code & Data]
- Yinwei Wei, Zhiyong Cheng, Xuzheng Yu, Zhou Zhao, Lei Zhu, Liqiang Nie:
Personalized Hashtag Recommendation for Micro-videos.
ACM MM 2019. [PDF][Code & Data]
- Yongqi Li, Meng Liu, Jianhua Yin, Chaoran Cui, Xin-Shun Xu, Liqiang Nie:
Routing Micro-videos via A Temporal Graph-guided Recommendation System.
ACM MM 2019. [PDF][Code & Data]
- Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Richang Hong, Tat-Seng Chua:
MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video.
ACM MM 2019. [PDF][Code & Data]
- Liqiang Nie, Wenjie Wang, Richang Hong, Meng Wang, Qi Tian:
Multimodal Dialog System: Generating Responses via Adaptive Decoders.
ACM MM 2019. [PDF][Code & Data]
- Xuemeng Song, Xianjing Han, Yunkai Li, Jingyuan Chen, Xin-Shun Xu, Liqiang Nie:
GP-BPR: Personalized Compatibility Modeling for Clothing Matching.
ACM MM 2019. [PDF][Code & Data]
- Xue Dong, Xuemeng Song, Fuli Feng, Peiguang Jing, Xin-Shun Xu, Liqiang Nie:
Personalized Capsule Wardrobe Creation with Garment and User Modeling.
ACM MM 2019. [PDF][Code & Data]
- Na Zheng, Xuemeng Song, Zhaozheng Chen, Linmei Hu, Da Cao, Liqiang Nie:
Virtually Trying on New Clothing with Arbitrary Poses.
ACM MM 2019. [PDF][Code & Data]
- Mengmeng Li, Tian Gan, Meng Liu ,Zhiyong Cheng, Jianhua Yin, Liqiang Nie:
Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network.
ACM CIKM 2019. [PDF][Code & Data]
- Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie:
Explict Interaction Model towards Text Classification.
AAAI 2019. [PDF][Code & Data]
Journal Papers
- Meng Liu, Liqiang Nie, Xiang Wang, Qi Tian, Baoquan Chen:
Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning.
IEEE TIP 2019. [PDF][Code & Data]
- Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli:
Attentive Long Short-Term Preference Modeling for Personalized Product Search.
TOIS 2019. [PDF][Code & Data]
Books
- Xuemeng Song, Liqiang Nie, Yinglong Wang:
Synthesis Lectures on Information Concepts, Retrieval, and Services.
Morgan & Claypool Publishers. 2019. [Link]
- Liqiang Nie, Meng Liu, Xuemeng Song:
Multimodal Learning toward Micro-Video Understanding.
Morgan & Claypool Publishers. 2019. [Link]
2018
Conference Papers
- Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang:
Discrete Factorization Machines for Fast Feature-based Recommendation.
IJCAI 2018. [PDF][Code & Data]
- Leng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, Tat-Seng Chua:
Cross-modal Moment Localization in Videos.
ACM MM 2018. [PDF][Code & Data]
- Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen and Liqiang Nie:
Chat more: Deepening and widening the chatting topic via a deep model.
ACM SIGIR 2018. [PDF][Code & Data]
- Xuemeng Song, Xiang Wang, Liqiang Nie, Xiangnan He, Zhumin Chen, Wei Liu:
A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
ACM SIGIR 2018. [PDF][Code & Data]
- Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Liqiang Nie, Wei Liu::
Neural Compatibility Modeling with Attentive Knowledge Distillation.
ACM SIGIR 2018. [PDF][Code & Data]
- Meng Liu, Xiang Wang, Liqiang Nie, Xiangnan He, Baoquan Chen, and Tat-Seng Chua:
Attentive moment retrieval in videos.
ACM SIGIR 2018. [PDF][Code & Data]
- Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Xin-Shun Xu and Mohan Kankanhalli:
Multi-modal preference modeling for product search.
ACM MM 2018. [PDF][Code & Data]
Journal Papers
- Liqiang Nie, Richang Hong, Peng Cui:
Guest Editorial: Query understanding.
Neurocomputing 2018. [PDF]
2017
Conference Papers
- Meng Liu, Liqiang Nie, Meng Wang, Baoquan Chen:
Towards Micro-video Understanding by Joint Sequential-Sparse Modeling.
ACM MM 2017. [PDF][Code & Data]
- Xuemeng Song, Fuli Feng, Jinhuan Liu, Zekun Li, Liqiang Nie, Jun Ma:
NeuroStylist: Neural Compatibility Modeling for Clothing Matching.
ACM MM 2017. [PDF][Code & Data]
- Liqiang Nie, Xiang Wang, Jianglong Zhang, Xiangnan He, Hanwang Zhang, Richang Hong, Qi Tian:
Enhancing Micro-video Understanding by Harnessing External Sounds.
ACM MM 2017. [PDF][Code & Data]
Journal Papers
- Liqiang Nie, Luming Zhang, Yan Yan, Xiaojun Chang, Maofu Liu, Ling Shaoling:
Multiview Physician-Specific Attributes Fusion for Health Seeking.
IEEE TC 2017. [PDF][Code & Data]
- Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao, Yi Yang:
Data-Driven Answer Selection in Community QA Systems.
IEEE TKDE 2017. [PDF][Code & Data]