Hi, I am a postdoctoral researcher in AI Cluster at the Eindhoven University of Technology (TU/e), the Netherlands, under the supervision of Mykola Pechenizkiy. I obtained my Ph.D. at the Eindhoven University of Technology (TU/e), the Netherlands, under the supervision of Mykola Pechenizkiy, Vlado Menkovski, and Yulong Pei.

I’m on the job market and looking for full-time research positions.

Research

My research interests lie in Trustworthy AI, Adversarial Robustness, Adversarial Attacks, Graph Neural Networks, and Efficient AI.

News

10/2023, one paper got accepted by Information Fusion, IF=18.6. RT-GCN: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction

9/2023, one paper got accepted by Complex Networks. Heterophily-Based Graph Neural Network for Imbalanced Classification

9/2023, one paper got accepted by NeurIPS 2023. Channel-DST.

6/2023, one paper got accepted by ECML 2023. Enhancing AT via Refining Optimization trajectories.

4/2023, one paper got accepted by ICML 2023. Larger Kernel Serve better Teachers than Transformers

1/2023, one paper got accepted by ICLR 2023, Oral. Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!

11/2022, one paper got accepted by LoG 2022, Spotlight, Best Paper Award. You can have better GNN by finding graph tickts

11/2022, one paper got accepted by AAAI 2023 (link - Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost).

6/2022, one paper got accepted by ECML 2022 (link - Hop-count based self-supervised anomaly detection on attributed networks).

5/2022, one paper got accepted by UAI 2022 (link - Superposing Many Tickets into One: A Performance Booster for Sparse Neural Network Training).

Education

• B.S., Northwest University, 2010-2014.
• M.S., Inistitute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, 2014-2017.
• Ph.D, Eindhoven University of Technology, 2018.8-2023.2
• PostDoc, Eindhoven University of Technology, 2022.10-Current.

Activaties

• Conference Review: ICML 2022, NIPS 2022, ECML 2022, UAI 2023, ECML 2023, NIPS 2023, ICML 2023
• Journal Review: IEEE Transactions on Industrial Informatics, Wireless Communications and Mobile Computing.

Honors and Awards

🏆 Best Paper Award, Learning on Graphs Conference (LoG 2022)