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Yunshan Ma
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Knowledge-aware multimodal dialogue systems
L Liao, Y Ma, X He, R Hong, T Chua
Proceedings of the 26th ACM international conference on Multimedia, 801-809, 2018
992018
Transnfcm: Translation-based neural fashion compatibility modeling
X Yang, Y Ma, L Liao, M Wang, TS Chua
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 403-410, 2019
632019
Interpretable fashion matching with rich attributes
X Yang, X He, X Wang, Y Ma, F Feng, M Wang, TS Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019
592019
Who, where, and what to wear? extracting fashion knowledge from social media
Y Ma, X Yang, L Liao, Y Cao, TS Chua
Proceedings of the 27th ACM International Conference on Multimedia, 257-265, 2019
392019
Deep conversational recommender in travel
L Liao, R Takanobu, Y Ma, X Yang, M Huang, TS Chua
arXiv preprint arXiv:1907.00710, 2019
352019
Knowledge enhanced neural fashion trend forecasting
Y Ma, Y Ding, X Yang, L Liao, WK Wong, TS Chua
Proceedings of the 2020 international conference on multimedia retrieval, 82-90, 2020
282020
Dialogue state tracking with incremental reasoning
L Liao, LH Long, Y Ma, W Lei, TS Chua
Transactions of the Association for Computational Linguistics 9, 557-569, 2021
122021
Automatic fashion knowledge extraction from social media
Y Ma, L Liao, TS Chua
Proceedings of the 27th ACM International Conference on Multimedia, 2223-2224, 2019
122019
Knowledge-aware multimodal fashion chatbot
L Liao, Y Zhou, Y Ma, R Hong, T Chua
Proceedings of the 26th ACM international conference on Multimedia, 1265-1266, 2018
122018
THUOCL: Tsinghua open Chinese lexicon
S Han, Y Zhang, Y Ma, C Tu, Z Guo, Z Liu, M Sun
Tsinghua University, 2016
112016
Leveraging two types of global graph for sequential fashion recommendation
Y Ding, Y Ma, WK Wong, TS Chua
Proceedings of the 2021 International Conference on Multimedia Retrieval, 73-81, 2021
82021
Topic-guided relational conversational recommender in multi-domain
L Liao, R Takanobu, Y Ma, X Yang, M Huang, TS Chua
IEEE Transactions on Knowledge and Data Engineering, 2020
62020
Modeling instant user intent and content-level transition for sequential fashion recommendation
Y Ding, Y Ma, WK Wong, TS Chua
IEEE Transactions on Multimedia 24, 2687-2700, 2021
42021
Leveraging multiple relations for fashion trend forecasting based on social media
Y Ding, Y Ma, L Liao, WK Wong, TS Chua
IEEE Transactions on Multimedia 24, 2287-2299, 2021
42021
Topic-guided conversational recommender in multiple domains
L Liao, R Takanobu, Y Ma, X Yang, M Huang, TS Chua
IEEE Transactions on Knowledge and Data Engineering 34 (5), 2485-2496, 2020
42020
CrossCBR: Cross-view Contrastive Learning for Bundle Recommendation
Y Ma, Y He, A Zhang, X Wang, TS Chua
arXiv preprint arXiv:2206.00242, 2022
22022
COMPUTATIONAL FASHION PREFERENCE MODELING
MA YUNSHAN
National University of Singapore, 2022
2022
Reproducibility companion paper: Knowledge enhanced neural fashion trend forecasting
Y Ma, Y Ding, X Yang, L Liao, WK Wong, TS Chua, J Moon, HH Shuai
Proceedings of the 2021 International Conference on Multimedia Retrieval …, 2021
2021
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