Research Interests

1. Multimedia Content Analysis
2. Information Retrieval

Selected Publications

DBLP, Google Citation

• Liqiang Nie, Leigang Qu, Xiaoqiang Lei, Min Zhang, Qi Tian, Alberto Del Bimbo. Search-oriented Micro-video Captioning. In ACM MM 2022, CCF A, Oral, best paper award.

• Liqiang Nie, Fangkai Jiao, Wenjie Wang, Yinglong Wang, Qi Tian. Conversational Image Search. In TIP 2021, CCF A, Journal.

• Leigang Qu, Meng Liu, Jianlong Wu, Zan Gao, Liqiang Nie. Dynamic Modality Interaction Modeling for Image-Text Retrieval. In SIGIR 2021, CCF A, Oral, best student paper award.

• Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu. Multimodal Activation: Awakening Dialog Robots without Wake Words. In SIGIR 2021, CCF A, Oral.

• Liqiang Nie, Yongqi Li, Fuli Feng, Xuemeng Song, Meng Wang, Yinglong Wang. Large-Scale Question Tagging via Joint Question-Topic Embedding Learning. In TOIS 2020, CCF A, Journal.

• Liqiang Nie, Meng Liu, Xuemeng Song. Multimodal Learning toward Micro-Video Understanding. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2019, 1-186 pages, Book.

• Liqiang Nie, Wenjie Wang, Richang Hong, Meng Wang, Qi Tian. Multimodal Dialog System: Generating Responses via Adaptive Decoders. In ACM MM 2019, CCF A, Oral, best paper honorable mention.

• Meng Liu, Liqiang Nie, Xiang Wang, Qi Tian, Baoquan Chen. Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning. In TIP 2019, CCF A, Journal.

• Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, Zhen-Duo Chen, Xin-Shun Xu. Fast Scalable Supervised Hashing. In SIGIR 2018, CCF A, Oral.

• Liqiang Nie, Xiang Wang, Jianglong Zhang, Xiangnan He, Hanwang Zhang, Richang Hong, Qi Tian. Enhancing Micro-video Understanding by Harnessing External Sounds. In ACM MM, 2017 oral, CCF A, (~7.5% acceptance rate).

• Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao, Yi Yang. Data-driven Answer Selection in Community QA Systems. In TKDE 2017, CCF A.

• Jianglong Zhang, Liqiang Nie, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua. Shorter-is-Better: Venue Category Estimation from Micro-Video. In ACM MM 2016, CCF A, Oral.

• Liqiang Nie, Xuemeng Song, Tat-Seng Chua. Learning from Multiple Social Networks. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers 2016, Book.

• Liqiang Nie, Luming Zhang, Yi Yang, Meng Wang, Richang Hong, Tat-Seng Chua. Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations. In ACM MM 2015, CCF A, Oral.

• Liqiang Nie, Meng Wang, Luming Zhang, Shuicheng Yan, Bo Zhang, Tat-Seng Chua. Disease Inference from Health-Related Questions via Sparse Deep Learning. In TKDE 2015, CCF A, Journal.

• Liqiang Nie, Yi-Liang Zhao, Mohammad Akbari, Jialie Shen, Tat-Seng Chua. Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. In TKDE 2014, CCF A, Journal.

• Liqiang Nie, Yi-Liang Zhao, Xiangyu Wang, Jialie Shen, Tat-Seng Chua. Learning to Recommend Descriptive Tags for Questions in Social Forums. In TOIS 2014, CCF A, Journal.

• Liqiang Nie, Meng Wang, Yue Gao, Zheng-Jun Zha, Tat-Seng Chua. Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information. In TMM 2013, CCF B, Journal.

• Liqiang Nie, Shuicheng Yan, Meng Wang, Richang Hong, Tat-Seng Chua. Harvesting Visual Concepts for Image Search with Complex Queries. In ACM MM 2012, CCF A, Oral.

• Liqiang Nie, Meng Wang, Zheng-Jun Zha, Tat-Seng Chua. Oracle In Image Search: A Content-Based Approach To Performance Prediction. In TOIS 2012, CCF A, Journal.

• Liqiang Nie, Meng Wang, Zheng-Jun Zha, Guangda Li, Tat-Seng Chua. Multimedia Answering: Enriching Text QA with Media Information. In SIGIR 2011, CCF A, Oral.