Publications

2020

  • Who Likes What? – SplitLBI in Exploring Preferential Diversity of Ratings
    Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang and Yuan Yao. Who Likes What? – SplitLBI in Exploring Preferential Diversity of Ratings. AAAI Conference on Artificial Intelligence (AAAI), 262–269, 2020. (Oral) [pdf] [supp] [slides]
  • Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
    Zhiyong Yang, Qianqian Xu, Xiaochun Cao and Qingming Huang. Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. (In Press) [pdf] [code]
  • Global Context-Aware Progressive Aggregation Network for Salient Object Detection
    Zuyao Chen, Qianqian Xu, Ruimin Cong and Qingming Huang. Global Context-Aware Progressive Aggregation Network for Salient Object Detection. AAAI Conference on Artificial Intelligence (AAAI), 10599–10606, 2020. (Oral) [pdf] [code]
  • DMVOS: Discriminative Matching for Real-time Video Object Segmentation
    Peisong Wen, Ruolin Yang, Qianqian Xu, Chen Qian, Qingming Huang, Runmin Cong, Jianlou Si. DMVOS: Discriminative Matching for Real-time Video Object Segmentation. ACM Conference on Multimedia (ACM MM), 2020.
  • Quaternion-Based Knowledge Graph Network for Recommendation
    Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Xiaochun Cao and Qingming Huang. Quaternion-Based Knowledge Graph Network for Recommendation. ACM Conference on Multimedia (ACM MM), 2020. [code]
  • Task-distribution-aware Meta-learning for Cold-start CTR Prediction
    Tianwei Cao, Qianqian Xu, Zhiyong Yang and Qingming Huang. Task-distribution-aware Meta-learning for Cold-start CTR Prediction. ACM Conference on Multimedia (ACM MM), 2020.
  • IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning
    Zhenhuan Liu, Liang Li, Shaofei Cai, Jincan Deng, Qianqian Xu, Shuhui Wang and Qingming Huang. IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning. ACM Conference on Multimedia (ACM MM), 2020.
  • NuI-Go: Recursive Non-local Encoder-Decoder Network for Retinal Image Non-uniform Illumination Removal
    Chongyi Li, Huazhu Fu, Runmin Cong, Zechao Li and Qianqian Xu. NuI-Go: Recursive Non-local Encoder-Decoder Network for Retinal Image Non-uniform Illumination Removal. ACM Conference on Multimedia (ACM MM), 2020.
  • Neural Collaborative Preference Learning with Pairwise Comparisons
    Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Ke Ma, Xiaochun Cao and Qingming Huang. Neural Collaborative Preference Learning with Pairwise Comparisons. IEEE Transactions on Multimedia (TMM), 2020 (Early Access). [pdf] [code]
  • Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size
    Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu and Yuan Yao. Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 (Early Access). [pdf] [code]
  • RGB-D Salient Object Detection with Cross Modality Modulation and Selection
    Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu and Chen Change Loy. RGB-D Salient Object Detection with Cross Modality Modulation and Selection. European Conference on Computer Vision (ECCV), 2020.

2019

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2011