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Mohan S. Kankanhalli
- > Home > Persons > Mohan S. Kankanhalli
Publications
- 2023
- [j156]Fan Liu, Huilin Chen, Zhiyong Cheng, Anan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Disentangled Multimodal Representation Learning for Recommendation. IEEE Trans. Multim. 25: 7149-7159 (2023) - [j155]Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo:
On Modality Bias Recognition and Reduction. ACM Trans. Multim. Comput. Commun. Appl. 19(3): 103:1-103:22 (2023) - [c252]Fan Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Semantic-Guided Feature Distillation for Multimodal Recommendation. ACM Multimedia 2023: 6567-6575 - [c251]Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli:
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. ACM Multimedia 2023: 7101-7110 - [i94]Tao Zhuo, Zhiyong Cheng, Zan Gao, Mohan S. Kankanhalli:
Continual Learning with Strong Experience Replay. CoRR abs/2305.13622 (2023) - [i90]Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli:
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. CoRR abs/2307.14866 (2023) - [i88]Fan Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Semantic-Guided Feature Distillation for Multimodal Recommendation. CoRR abs/2308.03113 (2023) - [i83]Tao Zhuo, Zhiyong Cheng, Hehe Fan, Mohan S. Kankanhalli:
Prior-Free Continual Learning with Unlabeled Data in the Wild. CoRR abs/2310.10417 (2023) - [i77]Zhenyang Li, Fan Liu, Yinwei Wei, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Attribute-driven Disentangled Representation Learning for Multimodal Recommendation. CoRR abs/2312.14433 (2023) - [i76]Fan Liu, Yaqi Liu, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models. CoRR abs/2312.16275 (2023) - 2022
- [c237]Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli:
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. ACM Multimedia 2022: 2061-2069 - [c231]Fan Liu, Zhiyong Cheng, Huilin Chen, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli:
Privacy-Preserving Synthetic Data Generation for Recommendation Systems. SIGIR 2022: 1379-1389 - [i69]Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo:
On Modality Bias Recognition and Reduction. CoRR abs/2202.12690 (2022) - [i68]Fan Liu, Zhiyong Cheng, Huilin Chen, Anan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Disentangled Multimodal Representation Learning for Recommendation. CoRR abs/2203.05406 (2022) - [i64]Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli:
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. CoRR abs/2206.14989 (2022) - [i61]Fan Liu, Zhiyong Cheng, Huilin Chen, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli:
Privacy-Preserving Synthetic Data Generation for Recommendation Systems. CoRR abs/2209.13133 (2022) - 2021
- [j134]Guofei Sun, Yongkang Wong, Zhiyong Cheng, Mohan S. Kankanhalli, Weidong Geng, Xiangdong Li:
DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning. IEEE Trans. Multim. 23: 497-509 (2021) - 2020
- [j122]Tao Zhuo, Zhiyong Cheng, Peng Zhang, Yongkang Wong, Mohan S. Kankanhalli:
Unsupervised Online Video Object Segmentation With Motion Property Understanding. IEEE Trans. Image Process. 29: 237-249 (2020) - 2019
- [j114]Xi Shao, Zhiyong Cheng, Mohan S. Kankanhalli:
Music auto-tagging based on the unified latent semantic modeling. Multim. Tools Appl. 78(1): 161-176 (2019) - [j106]Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose Catherine Kanjirathinkal, Mohan S. Kankanhalli:
MMALFM: Explainable Recommendation by Leveraging Reviews and Images. ACM Trans. Inf. Syst. 37(2): 16:1-16:28 (2019) - [j105]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli:
Attentive Long Short-Term Preference Modeling for Personalized Product Search. ACM Trans. Inf. Syst. 37(2): 19:1-19:27 (2019) - [c202]Tao Zhuo, Zhiyong Cheng, Peng Zhang, Yongkang Wong, Mohan S. Kankanhalli:
Explainable Video Action Reasoning via Prior Knowledge and State Transitions. ACM Multimedia 2019: 521-529 - [c198]Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli:
User Diverse Preference Modeling by Multimodal Attentive Metric Learning. ACM Multimedia 2019: 1526-1534 - [c195]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli:
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. SIGIR 2019: 75-84 - [i32]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli:
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. CoRR abs/1905.04877 (2019) - [i30]Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli:
User Diverse Preference Modeling by Multimodal Attentive Metric Learning. CoRR abs/1908.07738 (2019) - [i29]Tao Zhuo, Zhiyong Cheng, Peng Zhang, Yongkang Wong, Mohan S. Kankanhalli:
Explainable Video Action Reasoning via Prior Knowledge and State Transitions. CoRR abs/1908.10700 (2019) - [i28]Tao Zhuo, Zhiyong Cheng, Mohan S. Kankanhalli:
Fast Video Object Segmentation via Mask Transfer Network. CoRR abs/1908.10717 (2019) - 2018
- [c190]Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan S. Kankanhalli:
A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction. IJCAI 2018: 3748-3754 - [c188]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Xin-Shun Xu, Mohan S. Kankanhalli:
Multi-modal Preference Modeling for Product Search. ACM Multimedia 2018: 1865-1873 - [c186]Abhinav Ramesh Kashyap, Christian von der Weth, Zhiyong Cheng, Mohan S. Kankanhalli:
EPICURE - Aspect-based Multimodal Review Summarization. WebSci 2018: 365-369 - [c185]Zhiyong Cheng, Ying Ding, Lei Zhu, Mohan S. Kankanhalli:
Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews. WWW 2018: 639-648 - [i25]Zhiyong Cheng, Ying Ding, Lei Zhu, Mohan S. Kankanhalli:
Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews. CoRR abs/1802.07938 (2018) - [i19]Tao Zhuo, Zhiyong Cheng, Peng Zhang, Yongkang Wong, Mohan S. Kankanhalli:
Unsupervised Online Video Object Segmentation with Motion Property Understanding. CoRR abs/1810.03783 (2018) - [i18]Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose Catherine Kanjirathinkal, Mohan S. Kankanhalli:
MMALFM: Explainable Recommendation by Leveraging Reviews and Images. CoRR abs/1811.05318 (2018) - [i17]Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli:
Attentive Long Short-Term Preference Modeling for Personalized Product Search. CoRR abs/1811.10155 (2018) - 2017
- [c180]Zhiyong Cheng, Jialie Shen, Lei Zhu, Mohan S. Kankanhalli, Liqiang Nie:
Exploiting Music Play Sequence for Music Recommendation. IJCAI 2017: 3654-3660 - [c173]Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli:
Exploring User-Specific Information in Music Retrieval. SIGIR 2017: 655-664
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