23 April 2021 – Thirteen research papers by NUS Computing faculty and students were featured in the 30th Web Conference, which ended today, April 23.
The Web Conference is an annual international conference focusing on the topic of the World Wide Web, and aims to provide the world with a premier forum for discussion and debate about the evolution of the Web, the standardisation of its associated technologies, and the impact of those technologies on society and culture.
The conference, formerly known as the WWW conference, was to be held in Slovenia this year, but was converted into a virtual event due to travel restrictions related to the global pandemic.
The list of NUS Computing faculty and/or student authored papers presented at the Web Conference 2021 are:
1. Fine-grained Urban Flow Prediction
Yuxuan Liang (National University of Singapore), Kun Ouyang (National University of Singapore), Junkai Sun (JD Digits), Yiwei Wang (National University of Singapore), Junbo Zhang (JD Digits), Yu Zheng (JD Digits), David Rosenblum (George Mason University) and Roger Zimmermann (National University of Singapore).
2. Mixup for Node and Graph Classification
Yiwei Wang (National University of Singapore), Wei Wang (National University of Singapore), Yuxuan Liang (National University of Singapore), Yujun Cai (Nanyang Technological University) and Bryan Hooi (National University of Singapore).
3. AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph
Zheyi Pan (Shanghai Jiao Tong University), Songyu Ke (Shanghai Jiao Tong University), Xiaodu Yang (Southwest Jiaotong University), Yuxuan Liang (National University of Singapore), Yong Yu (Shanghai Jiao Tong University), Junbo Zhang (JD Intelligent Cities Research) and Yu Zheng (JD Finance).
4. Effective and Scalable Clustering on Massive Attributed Graphs
Renchi Yang (Nanyang Technological University), Jieming Shi (The Hong Kong Polytechnic University), Yin Yang (Hamad bin Khalifa University), Keke Huang (National University of Singapore), Shiqi Zhang (National University of Singapore) and Xiaokui Xiao (National University of Singapore).
5. On the Equivalence of Decoupled Graph Convolution Network and Label Propagation
Hande Dong (University of Science and Technology of China), Jiawei Chen (University of Science and Technology of China), Fuli Feng (National University of Singapore), Xiangnan He (University of Science and Technology of China), Shuxian Bi (University of Science and Technology of China), Zhaolin Ding (North Carolina State University) and Peng Cui (Tsinghua University).
6. AID: Active Distillation Machine to Leverage Pre-Trained Black-Box Models in Private Data Settings
Nghia Hoang (MIT-IBM Watson AI Lab, IBM Research), Shenda Hong (Peking University), Cao Xiao (IQVIA), Bryan Low (National University of Singapore) and Jimeng Sun (Georgia Institute of Technology).
7. Taxonomy-aware Learning for Few-shot Event Detection
Jianming Zheng (National University of Defense Technology), Fei Cai (National University of Defense Technology), Wanyu Chen (National University of Defense Technology), Wengqiang Lei (National University of Singapore) and Honghui Chen (National University of Defense Technology).
8. Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks
Hansheng Xue (The Australian National University), Luwei Yang (Alibaba Group), Vaibhav Rajan (National University of Singapore), Wen Jiang (Alibaba Group), Yi Wei (Alibaba Group) and Yu Lin (Research School of Computer Science, Australian National University).
9. It’s Not Just the Site, it’s the Contents: Intra-domain Fingerprinting Social Media Websites Through CDN Bursts
Kailong Wang (National University of Singapore), Junzhe Zhang (Sichuan University), Guangdong Bai (The University of Queensland), Ryan Ko (The University of Queensland) and Jin Song Dong (National University of Singapore).
10. MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams
Siddharth Bhatia (National University of Singapore), Arjit Jain (IIT Bombay), Pan Li (Purdue University), Ritesh Kumar (IIT Kanpur) and Bryan Hooi (National University of Singapore).
11. CurGraph: Curriculum Learning for Graph Classification
Yiwei Wang (National University of Singapore), Wei Wang (National University of Singapore), Yuxuan Liang (National University of Singapore), Yujun Cai (Nanyang Technological University) and Bryan Hooi (National University of Singapore).
12. Learning Intents behind Interactions with Knowledge Graph for Recommendation
Xiang Wang (National University of Singapore), Tinglin Huang (Zhejiang University), Dingxian Wang (eBay), Yancheng Yuan (The Hong Kong Polytechnic University), Zhenguang Liu (Zhejiang Gongshang University), Xiangnan He (University of Science and Technology of China) and Tat Seng Chua (National University of Singapore).
13. Multi-domain Dialogue State Tracking with Recursive Inference
Lizi Liao (National University of Singapore), Tongyao Zhu (National University of Singapore), Le Hong Long (National University of Singapore) and Tat Seng Chua (National University of Singapore).
For more information, visit the Web Conference 2021 website.
