News


May 2021
One full paper is accepted by KDD2021, about Causal Recommendation.

Apr 2021
One full paper is accepted by SIGIR2021, about Causal Recommendation.

Oct 2020
One full paper is accepted by WSDM2021, about Denoising Recommendation.

05 Sep 2020
I am invited to be a Program Committee memeber in AAAI 2021.

Aug 2020
One full paper is accepted by TOMM, about Food Recommendation.

Aug 2020
One full paper is accepted by ACMMM 2020, about Micro-video Recommendation.

30 Apr 2020
I am invited to be a Technical Program Committee memeber in ACM Multimedia 2020.

21 Oct 2019
One full paper and one demo paper are accepted by ACMMM 2019, about multimodal dialog system.

25 July 2019
One full paper is accepted by SIGIR 2019, about multimodal dialog system.

6 July 2018
One full paper is accepted by SIGIR 2018, about open-domain dialog system.

Wenjie Wang 

Philosophiae Doctor Candidate

NExT++
School of Computing
National University of Singapore

Computing 1, Computing Drive, Singapore 117417

Email: wenjiewang96 AT gmail.com
Google ScholarGitHub

I am a second year Ph.D student, supervised by Prof. Tat-Seng Chua in NExT++, School of Computing, National University of Singapore. My research interests include information retrieval, recommendation, and multi-media analytics.

Education

National University of Singapore (NUS)
Ph.D. in Computer Science                   August 2019 - Present, Singapore
Advisor: Prof. Tat-Seng Chua
Mentors: Dr. Fuli Feng and Prof. Xiangnan He
Shandong University (SDU)
Bachelor in Computer Science and Engineering      September 2015 - June 2019, Qingdao
Advisor: Prof. Liqiang Nie

Experiences

Intern, CoAI, Tsinghua University, June 2017 - August 2017
Advisior: Prof. Minlie Huang

Publications Google Scholar



pdf
Deconfounded Recommendation for AlleviatingBias Amplification
Wenjie Wang, Fuli Feng*, Xiangnan He, Xiang Wang, Tat-Seng Chua
KDD 2021 (Full, Accept rate: 15.4%)    Codes   *Corresponding author   

pdf
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue
Wenjie Wang, Fuli Feng*, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
SIGIR 2021 (Full, Accept rate: 21%)    Codes   *Corresponding author   

pdf
Denoising Implicit Feedback for Recommendation
Wenjie Wang, Fuli Feng*, Xiangnan He, Liqiang Nie, Tat-Seng Chua
WSDM 2021 (Full, Accept rate: 18.6%)    Codes    *Corresponding author   

pdf
What Aspect Do You Like: Multi-scale Time-aware User Interest Modeling for Micro-video Recommendation
Hao Jiang, Wenjie Wang*, Yinwei Wei, Zan Gao, Liqiang Nie*
ACMMM 2020 (Full)    Codes    *Corresponding author   

pdf
Market2Dish: Health-aware Food Recommendation System
Wenjie Wang, Ling-yu Duan, Hao Jiang, Xuemeng Song, Liqiang Nie*
TOMM (Full)    Codes   *Corresponding author   

pdf
User Atention-guided Multimodal Dialog Systems
Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, Xin-Shun Xu, Liqiang Nie*
SIGIR 2019 (Full)    Codes   *Corresponding author   

pdf
Multimodal Dialog System: Generating Responses via Adaptive Decoders
Liqiang Nie*, Wenjie Wang, Richang Hong, Meng Wang, Qi Tian
ACMMM 2019 (Full)    Codes   *Corresponding author   (Best Paper Final List)   

pdf
Market2Dish: A Health-aware Food Recommendation System
Hao Jiang, Wenjie Wang, Meng Liu, Liqiang Nie, Ling-Yu Duan, Changsheng Xu
ACMMM 2019 (Demo)    Codes   

pdf
Chat more: Deepening and widening the chatting topic via a deep model
Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie*
SIGIR 2018 (Full)    Codes   *Corresponding author   

Invited Talks

Denoising Implicit Feedback for Recommendation   
- WSDM 2021, Online Conference, Mar, 2021
Multimodal Dialog System: Generating Responses via Adaptive Decoders   
- ACMMM 2019, Nice, France, Oct, 2019
Chat more: Deepening and widening the chatting topic via a deep model   
- SIGIR 2018, Ann Arbor MI, USA, July, 2018

Professional Services

Program Committee Member of ACMMM (2021)
Program Committee Member of ECML/PKDD (2021)
Subreviewer of SIGIR (2021)
Program Committee Member of AAAI (2021)
Program Committee Member of ACMMM (2020)
Invited Reviewer for IEEE TOIS, Multimedia Systems

Teaching Assistants

CS5228 Knowledge Discovery and Data Mining
2019/2020 semester 2
CS2103/T: Software Engineering
2020/2021 Semester 1
CS5260 Neural Networks and Deep Learning II
2020/2021 Semester 2

Last update: May, 2021. Webpage template borrows from Prof. Xiangnan He.