Xinyu Su, Ph.D.

Greetings. I am currently a Postdoctoral Research Fellow at Fudan University, working with Dr Hao Li.

My Research Interests

Uncertainty-aware Spatial–Temporal Forecasting for Complex Systems
Spatial–Temporal Inference under Partial Observability

About Me

I received my Ph.D. degree in computer science at the University of Melbourne in 2025, supervised by A/Prof Jianzhong Qi, Prof Egemen Tanin, Prof Majid Sarvi, and A/Prof Feng Liu. My research focuses on spatial–temporal data mining under noisy and incomplete data conditions.

From 2018 – 2020, I completed my MSc in Applied Statistics at the School of Data Science, Fudan University, under the supervision of Prof Xiangyang Xue and Prof Bin Li, where I worked on computer vision.
Between 2014 – 2018, I earned dual bachelor’s degrees in Software Engineering and Financial Engineering from Sichuan University, as part of the Honours Engineering Program.

Before starting my doctoral studies, I worked as a Data Analyst at the Sichuan Branch of China Construction Bank, focusing on financial data analytics and risk modelling. During my PhD, I worked as a Research Associate at The Hong Kong University of Science and Technology (Guangzhou) with Dr Hao Liu.

📰 News

July, 2026 - We introduce MKB (Monkey King Bang), a unified scientific multimodal foundation model for both understanding and generation, covering six domains: DNA, RNA, proteins, small molecules, earth science, and medical images. The model is open-sourced; more details at GitHub link
Dec 2025 - Received my Ph.D. degree! Dobby is free🥳
Nov 2025 - Received Travel Scholarship by AAAI🎉
Nov 2025 — Our paper Generalising Traffic Forecasting to Regions without Traffic Observations was accepted by AAAI 2026
Sep 2025 — Selected as a Rising Scholar under the Overseas High-level University STEM Doctoral Talent Program

📚 Publications

AAAI’26 — Generalising Traffic Forecasting to Regions without Traffic Observations
Xinyu Su, Majid Sarvi, Feng Liu, Egemen Tanin, Jianzhong Qi*
Paper | Code
IJCAI’25 — DualCast: Disentangling Aperiodic Events from Traffic Series with a Dual-Branch Model
Xinyu Su, Feng Liu, Yanchuan Chang, Egemen Tanin, Majid Sarvi, Jianzhong Qi*
Paper | Code
EDBT’24 — Spatial-temporal Forecasting for Regions without Observations
Xinyu Su, Jianzhong Qi, Egemen Tanin, Yanchuan Chang, Majid Sarvi
Paper | Code
ICDE (Workshop)’23 — A Fast Hybrid Spatial Index with External Memory Support
Xinyu Su, Jianzhong Qi, Egemen Tanin
Paper | Code

🧭 Services

Conference PC Member — AISTATS (2025 & 2026), AAAI (2026), NeurIPS (2025), PAKDD (2026)
Journal Reviewer — ACM TIST, ACM Computing Surveys
Session Chair — IJCAI 2025, Data Mining Track