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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
1382018
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
822019
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
732019
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
592020
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
562019
Crosscbr: Cross-view contrastive learning for bundle recommendation
Y Ma, Y He, A Zhang, X Wang, TS Chua
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
512022
Deep conversational recommender in travel
L Liao, R Takanobu, Y Ma, X Yang, M Huang, TS Chua
arXiv preprint arXiv:1907.00710, 2019
462019
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
252021
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
212018
THUOCL: Tsinghua open Chinese lexicon
S Han, Y Zhang, Y Ma, C Tu, Z Guo, Z Liu, M Sun
Tsinghua University, 2016
202016
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
192020
Personalized fashion outfit generation with user coordination preference learning
Y Ding, PY Mok, Y Ma, Y Bin
Information Processing & Management 60 (5), 103434, 2023
172023
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
162021
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
132019
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
122021
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
112021
Strategy-aware bundle recommender system
Y Wei, X Liu, Y Ma, X Wang, L Nie, TS Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
82023
FLOOD: A flexible invariant learning framework for out-of-distribution generalization on graphs
Y Liu, X Ao, F Feng, Y Ma, K Li, TS Chua, Q He
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
72023
Causal disentangled recommendation against user preference shifts
W Wang, X Lin, L Wang, F Feng, Y Ma, TS Chua
ACM Transactions on Information Systems 42 (1), 1-27, 2023
62023
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction
KJL Koa, Y Ma, R Ng, TS Chua
Proceedings of the 32nd ACM International Conference on Information and …, 2023
42023
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