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Yunshan Ma
Observed names:
MA, Yunshan,
Ma Yunshan,
Ma, Yunshan
Institutions:
Communication University of China,
Singapore Management University
Observed institutions:
National University of Singapore,
Chinese Academy of Sciences,
Communication University of China,
Singapore Management University
ORCID:
0000-0003-3038-5389
Observed ORCIDs:
0000-0003-3038-5389,
0000-0002-0196-1052
OpenAlex ID:
A5089377262
Knowledge-aware Multimodal Dialogue Systems
2018
·
Lizi Liao
, Yunshan Ma
, et al.
·
ACM International Conference on Multimedia (ACM MM)
·
136
CrossCBR
2022
·
Yunshan Ma
, Yingzhi He
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
117
PDF
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling
2019
·
Xun Yang
, Yunshan Ma
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
87
PDF
Interpretable Fashion Matching with Rich Attributes
2019
·
Xun Yang
, Xiangnan He
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
78
AttacKG+: Boosting attack graph construction with Large Language Models
2024
·
Yongheng Zhang
, Tingwen Du
, et al.
·
Computers & Security
·
65
Knowledge Enhanced Neural Fashion Trend Forecasting
2020
·
Yunshan Ma
, Yujuan Ding
, et al.
·
International Conference on Multimedia Retrieval
·
60
PDF
Diffusion Models for Generative Outfit Recommendation
2024
·
Yiyan Xu
, Wenjie Wang
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
53
PDF
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
2024
·
Kelvin J.L. Koa
, Yunshan Ma
, et al.
·
International World Wide Web Conference (WWW)
·
53
Who, Where, and What to Wear?
2019
·
Yunshan Ma
, Xun Yang
, et al.
·
ACM International Conference on Multimedia (ACM MM)
·
49
PDF
FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs
2023
·
Yang Liu
, Xiang Ao
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
48
PDF
Personalized fashion outfit generation with user coordination preference learning
2023
·
Yujuan Ding
, P.Y. Mok
, et al.
·
Information Processing & Management
·
47
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction
2023
·
Kelvin J.L. Koa
, Yunshan Ma
, et al.
·
ACM International Conference on Information and Knowledge Management (CIKM)
·
45
PDF
MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation
2024
·
Yunshan Ma
, Yingzhi He
, et al.
·
ACM Transactions on Information Systems
·
44
PDF
Deep Conversational Recommender in Travel
2019
·
Liao, Lizi
, Takanobu, Ryuichi
, et al.
·
arXiv (Cornell University)
·
38
PDF
Strategy-aware Bundle Recommender System
2023
·
Yinwei Wei
, Xiaohao Liu
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
36
PDF
Modeling Instant User Intent and Content-Level Transition for Sequential Fashion Recommendation
2021
·
Yujuan Ding
, Yunshan Ma
, et al.
·
IEEE Transactions on Multimedia
·
30
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media
2021
·
Yujuan Ding
, Yunshan Ma
, et al.
·
IEEE Transactions on Multimedia
·
30
PDF
Dialogue State Tracking with Incremental Reasoning
2021
·
Lizi Liao
, Le Hong Long
, et al.
·
Transactions of the Association for Computational Linguistics
·
25
PDF
Causal Disentangled Recommendation against User Preference Shifts
2023
·
Wenjie Wang
, Xinyu Lin
, et al.
·
ACM Transactions on Information Systems
·
24
PDF
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
2024
·
Zhihan Zhang
, Yixin Cao
, et al.
·
Proceedings of the conference - Association for Computational Linguistics. Meeting
·
22
PDF
FashionReGen: LLM-Empowered Fashion Report Generation
2024
·
Yujuan Ding
, Yunshan Ma
, et al.
·
International World Wide Web Conference (WWW)
·
19
PDF
Knowledge-aware Multimodal Fashion Chatbot
2018
·
Lizi Liao
, You Zhou
, et al.
·
ACM International Conference on Multimedia (ACM MM)
·
19
Context-aware Event Forecasting via Graph Disentanglement
2023
·
Yunshan Ma
, Chenchen Ye
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
18
PDF
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction
2024
·
Yunshan Ma
, Xiaohao Liu
, et al.
·
ACM International Conference on Web Search and Data Mining (WSDM)
·
17
PDF
Topic-Guided Conversational Recommender in Multiple Domains
2020
·
Lizi Liao
, Ryuichi Takanobu
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
17
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Works count:
74
Citation count:
1,313
H-index:
20
I10-index:
29
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