Recent Publications

More Publications

Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation.
CVPR, 2023.

Graph Self-supervised Learning with Augmentation-aware Contrastive Learning.
WWW, 2023.

Weighted Sampling For Masked Language Modeling.
ICASSP, 2023.

A Home Energy Management Incorporating Uncertainty-Aware User Preference.
Applied Energy, 2022.

Data Predictive Control of Nonlinear Process Feature Dynamics through Latent Variable Behaviours.
Computers and Chemical Engineering, 2022.

Deep Learning for Approximate Nearest Neighbour Search: A Survey and Future Directions.
TKDE, 2022.

MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction.
ACL Findings, 2022.

Neural Subgraph Counting with Wasserstein Estimator.
SIGMOD, 2022.

Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching.
ICDE, 2022.

Software-defined Network Assimilation: Bridging the Last Mile Towards Centralized Network Configuration Management with NAssim.
SIGCOMM, 2022.



High Dimensional Data

Understanding and processing high-dimensional data

Integration of DB and AI

There are plenty of opportunities to integrate the Database and AI technologies.

Knowledge Graphs and NLP

Knowledge graphs and NLP

Security Issues for AI

Despite their wide success in many tasks, AI models are vulnerable to a plethora of attacks. We study attack and defense for AI models.


I am the LiC of the following courses at UNSW:

  • COMP9318: Data Warehousing and Data Mining
  • COMP6714: Information Retrieval and Web Search

Recent Posts

PhD Several PhD positions with full scholarships are available. The PhD program at the Guangzhou campus has the same academic structure …