Chuhan Wu

Chuhan Wu is now a Ph.D student from the Department of Electronic Engineering in Tsinghua University, Beijing, China. His current research interests include recommender systems, user modeling and social media mining. He has published several papers on conferences and journals in AI, NLP and data mining fields.

Chuhan Wu received the B.E. degree from the Electronic Engineering Department of Tsinghua University.

Selected Publications

2019

Chuhan Wu, Fangzhao Wu, Mingxiao An, Tao Qi, Jianqiang Huang, Yongfeng Huang, Xing Xie: Neural News Recommendation with Heterogeneous User Behavior. EMNLP 2019 (Accepted)

Chuhan Wu, Fangzhao Wu, Tao Qi, Suyu Ge, Yongfeng Huang, Xing Xie: Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network. EMNLP 2019 (Accepted)

Chuhan Wu, Fangzhao Wu, Mingxiao An, Jianqiang Huang, Yongfeng Huang, Xing Xie: NPA: Neural News Recommendation with Personalized Attention. KDD 2019: 2576-2584. [PDF][Code]

Chuhan Wu, Fangzhao Wu, Mingxiao An, Jianqiang Huang, Yongfeng Huang, Xing Xie: Neural News Recommendation with Attentive Multi-View Learning. IJCAI 2019: 3863-3869. [PDF][Code]

Chuhan Wu, Fangzhao Wu, Mingxiao An, Jianqiang Huang, Yongfeng Huang, Xing Xie: Neural News Recommendation with Topic-Aware News Representation. ACL 2019: 1154-1159 (Short Paper).

Chuhan Wu, Fangzhao Wu, Junxin Liu, Shaojian He, Yongfeng Huang, Xing Xie: Neural Demographic Prediction using Search Query. WSDM 2019: 654-662

Chuhan Wu, Fangzhao Wu, Zhigang Yuan, Junxin Liu, Yongfeng Huang, Xing Xie: MSA: Jointly Detecting Drug Name and Adverse Drug Reaction Mentioning Tweets with Multi-Head Self-Attention. WSDM 2019: 33-41

Chuhan Wu, Fangzhao Wu, Sixing Wu, Zhigang Yuan, Junxin Liu, Yongfeng Huang: Semi-supervised dimensional sentiment analysis with variational autoencoder. Knowl.-Based Syst. 165: 30-39 (2019)

2018

Chuhan Wu, Fangzhao Wu, Sixing Wu, Zhigang Yuan, Yongfeng Huang: A hybrid unsupervised method for aspect term and opinion target extraction. Knowl.-Based Syst. 148: 66-73 (2018)

Chuhan Wu, Fangzhao Wu, Sixing Wu, Yongfeng Huang, Xing Xie: Tweet Emoji Prediction Using Hierarchical Model with Attention. UbiComp/ISWC Adjunct 2018: 1337-1344

Chuhan Wu, Fangzhao Wu, Yubo Chen, Sixing Wu, Zhigang Yuan, Yongfeng Huang: Neural Metaphor Detecting with CNN-LSTM Model. FigLang@NAACL-HLT 2018: 110-114

Chuhan Wu, Fangzhao Wu, Junxin Liu, Sixing Wu, Yongfeng Huang, Xing Xie Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention. SMM4H@EMNLP 2018: 34–37

Chuhan Wu, Fangzhao Wu, Sixing Wu, Junxin Liu, Zhigang Yuan, Yongfeng Huang: THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning. SemEval@NAACL-HLT 2018: 51-56

2017

Chuhan Wu, Fangzhao Wu, Yongfeng Huang, Sixing Wu, Zhigang Yuan: THU_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM. IJCNLP (Shared Tasks) 2017: 47-52

Academic Evaluation

I participated a series of evaluation competitions holded by SemEval and several workshops colocated with ACL, EMNLP and NAACL. The name of our team is THU_NGN.

  • 1st EMNLP 2018 SMM4H Task 1&3
  • 1st NAACL metaphor Shared Task
  • 2nd SemEval-2018 Task 3
  • 1stIJCNLP-2017 Shared Task 2

My team achieved the 1st place in EMNLP 2018 SMM4H shared task 1 & 3, NAACL 2018 metaphor shared task, and the IJCNLP 2017 shared task 2. We achieved the 2nd place in SemEval task 3.

Academic Activity

Conference Activities

PC Member, The 58th Annual Meeting of the Association for Computational Linguistics (ACL), 2020

PC Member, The Web Conference, 2020

PC Member, The 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019

PC Member, The 9th WASSA workshop, collocated with EMNLP, 2018

PC Member, The workshop on Figurative Language Processing workshop (Figlang), collocated with NAACL, 2018

PC Member, The 12th International Workshop on Semantic Evaluation (SemEval), 2018

Reviewer, The International conference on Image, Video Processing and Artificial Intelligence (IVPAI), 2018

Reviewer, The 2nd International Conference on Computer Science and Application Engineering (CSAE), 2018

Journal Reviewers

ACM Transactions on Information Systems (TOIS)

IEEE Transactions on Multimedia (TMM)

IEEE Access

Complexity

Concurrency and Computation: Practice and Experience

Internship

Microsoft Research Asia, Social Computing (SC) group (Jan. 2018 - Aug. 2018)

Honor & Award

2019

1. Microsoft Research Asia Fellowship

2. Outstanding Graduates of Beijing

3. Excellent Graduates of Tsinghua University

4. Excellent Graduation Design

2018

1. National Scholarship

2. Student "Future Scholar" (10/3300+ in Tsinghua University)

3. "Star of Tomorrow" Award at Microsoft Research Asia

4. Friends of Tsinghua University - Geru Zheng Scholarship

5. Academic Excellence Scholarship

6. Innovation Excellence Scholarship

2017

1. Nanxiang Jiang Scholarship (40/3300+ in Tsinghua University)

2. Qualcomm Scholarship (50/3300+ in Tsinghua University)

3. Academic Excellence Scholarship

4. Innovation Excellence Scholarship

5. Social Work Excellence Scholarship

2016

1. Friends of Tsinghua University - Geru Zheng Scholarship

2. Academic Excellence Scholarship

3. Practice Excellence Scholarship