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Fangli Xu
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 33
Top Topics
Replicator Dynamics
Neural Network
Graph Matching
Multiple Choice
Top Venues
CoRR
ACM Trans. Knowl. Discov. Data
EMNLP (Findings)
IJCAI
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Publications
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Kai Shen
,
Lingfei Wu
,
Siliang Tang
,
Fangli Xu
,
Bo Long
,
Yueting Zhuang
,
Jian Pei
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference.
CoRR
(2024)
Yiming Zhang
,
Lingfei Wu
,
Qi Shen
,
Yitong Pang
,
Zhihua Wei
,
Fangli Xu
,
Ethan Chang
,
Bo Long
Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation.
Trans. Recomm. Syst.
1 (4) (2023)
Xiang Ling
,
Lingfei Wu
,
Saizhuo Wang
,
Tengfei Ma
,
Fangli Xu
,
Alex X. Liu
,
Chunming Wu
,
Shouling Ji
Multilevel Graph Matching Networks for Deep Graph Similarity Learning.
IEEE Trans. Neural Networks Learn. Syst.
34 (2) (2023)
Hanning Gao
,
Lingfei Wu
,
Po Hu
,
Zhihua Wei
,
Fangli Xu
,
Bo Long
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph.
AACL/IJCNLP (1)
(2022)
Xiaoqiang Wang
,
Bang Liu
,
Fangli Xu
,
Bo Long
,
Siliang Tang
,
Lingfei Wu
Feeding What You Need by Understanding What You Learned.
CoRR
(2022)
Jing Liang
,
Ryan Hare
,
Tianyu Chang
,
Fangli Xu
,
Ying Tang
,
Fei-Yue Wang
,
Shimeng Peng
,
Mingyu Lei
Student Modeling and Analysis in Adaptive Instructional Systems.
IEEE Access
10 (2022)
Yitong Pang
,
Lingfei Wu
,
Qi Shen
,
Yiming Zhang
,
Zhihua Wei
,
Fangli Xu
,
Ethan Chang
,
Bo Long
,
Jian Pei
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation.
WSDM
(2022)
Xiaoqiang Wang
,
Bang Liu
,
Fangli Xu
,
Bo Long
,
Siliang Tang
,
Lingfei Wu
Feeding What You Need by Understanding What You Learned.
ACL (1)
(2022)
Hanlu Wu
,
Tengfei Ma
,
Lingfei Wu
,
Fangli Xu
,
Shouling Ji
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing.
ACM Trans. Knowl. Discov. Data
16 (2) (2022)
Yiming Zhang
,
Lingfei Wu
,
Qi Shen
,
Yitong Pang
,
Zhihua Wei
,
Fangli Xu
,
Bo Long
,
Jian Pei
Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation.
WWW
(2022)
Xiang Ling
,
Lingfei Wu
,
Saizhuo Wang
,
Gaoning Pan
,
Tengfei Ma
,
Fangli Xu
,
Alex X. Liu
,
Chunming Wu
,
Shouling Ji
Deep Graph Matching and Searching for Semantic Code Retrieval.
ACM Trans. Knowl. Discov. Data
15 (5) (2021)
Yangkai Du
,
Tengfei Ma
,
Lingfei Wu
,
Fangli Xu
,
Xuhong Zhang
,
Bo Long
,
Shouling Ji
Constructing contrastive samples via summarization for text classification with limited annotations.
EMNLP (Findings)
(2021)
Hanning Gao
,
Lingfei Wu
,
Po Hu
,
Zhihua Wei
,
Fangli Xu
,
Bo Long
RDF-to-Text Generation with Reinforcement Learning Based Graph-augmented Structural Neural Encoders.
CoRR
(2021)
Yitong Pang
,
Lingfei Wu
,
Qi Shen
,
Yiming Zhang
,
Zhihua Wei
,
Fangli Xu
,
Ethan Chang
,
Bo Long
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation.
CoRR
(2021)
Yiming Zhang
,
Lingfei Wu
,
Qi Shen
,
Yitong Pang
,
Zhihua Wei
,
Fangli Xu
,
Bo Long
,
Jian Pei
Multi-Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation.
CoRR
(2021)
Qi Shen
,
Lingfei Wu
,
Yitong Pang
,
Yiming Zhang
,
Zhihua Wei
,
Fangli Xu
,
Bo Long
Multi-behavior Graph Contextual Aware Network for Session-based Recommendation.
CoRR
(2021)
Yangkai Du
,
Tengfei Ma
,
Lingfei Wu
,
Fangli Xu
,
Xuhong Zhang
,
Shouling Ji
Constructing Contrastive samples via Summarization for Text Classification with limited annotations.
CoRR
(2021)
Hanning Gao
,
Lingfei Wu
,
Po Hu
,
Zhihua Wei
,
Fangli Xu
,
Bo Long
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph.
CoRR
(2021)
Yiming Zhang
,
Lingfei Wu
,
Qi Shen
,
Yitong Pang
,
Zhihua Wei
,
Fangli Xu
,
Ethan Chang
,
Bo Long
Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation.
CoRR
(2021)
Shucheng Li
,
Lingfei Wu
,
Shiwei Feng
,
Fangli Xu
,
Fengyuan Xu
,
Sheng Zhong
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem.
CoRR
(2020)
Hanning Gao
,
Lingfei Wu
,
Po Hu
,
Fangli Xu
RDF-to-Text Generation with Graph-augmented Structural Neural Encoders.
IJCAI
(2020)
Kai Shen
,
Lingfei Wu
,
Fangli Xu
,
Siliang Tang
,
Jun Xiao
,
Yueting Zhuang
Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description.
IJCAI
(2020)
Shucheng Li
,
Lingfei Wu
,
Shiwei Feng
,
Fangli Xu
,
Fengyuan Xu
,
Sheng Zhong
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem.
EMNLP (Findings)
(2020)
Xiang Ling
,
Lingfei Wu
,
Saizhuo Wang
,
Gaoning Pan
,
Tengfei Ma
,
Fangli Xu
,
Alex X. Liu
,
Chunming Wu
,
Shouling Ji
Deep Graph Matching and Searching for Semantic Code Retrieval.
CoRR
(2020)
Xiang Ling
,
Lingfei Wu
,
Saizhuo Wang
,
Tengfei Ma
,
Fangli Xu
,
Alex X. Liu
,
Chunming Wu
,
Shouling Ji
Hierarchical Graph Matching Networks for Deep Graph Similarity Learning.
CoRR
(2020)
Fangli Xu
,
Lingfei Wu
,
K. P. Thai
,
Carol Hsu
,
Wei Wang
,
Richard Tong
MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics.
CoRR
(2019)
Lingfei Wu
,
Pin-Yu Chen
,
Ian En-Hsu Yen
,
Fangli Xu
,
Yinglong Xia
,
Charu C. Aggarwal
Scalable Spectral Clustering Using Random Binning Features.
CoRR
(2018)
Lingfei Wu
,
Ian En-Hsu Yen
,
Jinfeng Yi
,
Fangli Xu
,
Qi Lei
,
Michael Witbrock
Random Warping Series: A Random Features Method for Time-Series Embedding.
AISTATS
(2018)
Lingfei Wu
,
Ian En-Hsu Yen
,
Fangli Xu
,
Pradeep Ravikumar
,
Michael Witbrock
D2KE: From Distance to Kernel and Embedding.
CoRR
(2018)
Lingfei Wu
,
Ian En-Hsu Yen
,
Kun Xu
,
Fangli Xu
,
Avinash Balakrishnan
,
Pin-Yu Chen
,
Pradeep Ravikumar
,
Michael J. Witbrock
Word Mover's Embedding: From Word2Vec to Document Embedding.
CoRR
(2018)
Lingfei Wu
,
Ian En-Hsu Yen
,
Kun Xu
,
Fangli Xu
,
Avinash Balakrishnan
,
Pin-Yu Chen
,
Pradeep Ravikumar
,
Michael J. Witbrock
Word Mover's Embedding: From Word2Vec to Document Embedding.
EMNLP
(2018)
Lingfei Wu
,
Ian En-Hsu Yen
,
Jinfeng Yi
,
Fangli Xu
,
Qi Lei
,
Michael Witbrock
Random Warping Series: A Random Features Method for Time-Series Embedding.
CoRR
(2018)
Lingfei Wu
,
Pin-Yu Chen
,
Ian En-Hsu Yen
,
Fangli Xu
,
Yinglong Xia
,
Charu C. Aggarwal
Scalable Spectral Clustering Using Random Binning Features.
KDD
(2018)
Zukang Shen
,
Aris Papasakellariou
,
Juan Montojo
,
Dirk Gerstenberger
,
Fangli Xu
Overview of 3GPP LTE-advanced carrier aggregation for 4G wireless communications.
IEEE Commun. Mag.
50 (2) (2012)