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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
1562018
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
972022
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
902019
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
812019
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
772020
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
602019
Deep conversational recommender in travel
L Liao, R Takanobu, Y Ma, X Yang, M Huang, TS Chua
arXiv preprint arXiv:1907.00710, 2019
502019
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
342023
Learning to generate explainable stock predictions using self-reflective large language models
KJL Koa, Y Ma, R Ng, TS Chua
Proceedings of the ACM on Web Conference 2024, 4304-4315, 2024
332024
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
312021
Personalized fashion outfit generation with user coordination preference learning
Y Ding, PY Mok, Y Ma, Y Bin
Information Processing & Management 60 (5), 103434, 2023
302023
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
272023
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
262021
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
262021
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
252023
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
242018
THUOCL: Tsinghua open Chinese lexicon
S Han, Y Zhang, Y Ma, C Tu, Z Guo, Z Liu, M Sun
Tsinghua University, 2016
242016
Diffusion models for generative outfit recommendation
Y Xu, W Wang, F Feng, Y Ma, J Zhang, X He
Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024
22*2024
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
202021
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
182020
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Artikelen 1–20