🏷 About Me

I am currently a 4th year Ph.D. student in School of Data Science and Engineering of East China Normal University and a member of DI DaSE, advised by Prof.Bin Yang, Prof.Yuxuan Liang and Prof.Chenjuan Guo. My research focuses on video generation, world model, spatiotemporal prediction, and physics-guided Deep learning. Feel free to reach out by email if you are interested in my work.

📝 Publications

Accepted Papers

ICLR 2026

ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting

🧑‍💻 Jindong Tian, Yifei Ding, Ronghui Xu, Hao Miao, Chenjuan Guo, Bin Yang

🏛️ International Conference on Learning Representations (ICLR), 2026.

[Paper] [Code] [Blog (Chinese)]

ICLR 2025

Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems

🧑‍💻 Jindong Tian, Yuxuan Liang, Ronghui Xu, Peng Chen, Chenjuan Guo, Aoying Zhou, Lujia Pan, Zhongwen Rao, Bin Yang

🏛️ International Conference on Learning Representations (ICLR), 2025.

[Paper] [Code] [Blog (Chinese)]

KDD 2026 Oral

TiWeaver: Unified Temporal Dynamics Modeling via Contextual Patching

🧑‍💻 Zhe Li, Jindong Tian, Hao Miao, Zhi Lei, Chenjuan Guo, Bin Yang

🏛️ ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Oral.

[Paper] [Code]

IJCAI 2026 Oral

Pivot-Centric Trajectory Prediction: Bridging Long Horizons via Dynamical Guidance

🧑‍💻 Xiucong Zhao, Jindong Tian, Hao Miao

🏛️ International Joint Conference on Artificial Intelligence (IJCAI), 2026. Oral.

[Paper] [Code]

CIKM 2025 Oral

FinD3: A Dual 3D State Space Model with Dynamic Hypergraph for Financial Stock Prediction

🧑‍💻 Jieyuan Mei, Jindong Tian, Ronghui Xu, Hanyue Wei, Chenjuan Guo, Bin Yang

🏛️ ACM International Conference on Information and Knowledge Management (CIKM), 2025.

[Paper] [Code]

KDD 2026

MoST: A Foundation Model for Multi-modality Spatio-temporal Traffic Prediction

🧑‍💻 Ronghui Xu, Jihao Chen, Jindong Tian, Chenjuan Guo, Bin Yang

🏛️ ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026.

[Paper] [Code]

NeurIPS 2025 UrbanAI Oral

Physics-Guided Dual Neural ODEs with Bidirectional Information Exchange for Air Quality Prediction

🧑‍💻 Jiaxu Feng, Jindong Tian, Yan Cen, Xinyuan Wei, Yun Xiong, Bin Yang

🏛️ NeurIPS 2025 UrbanAI Workshop. Oral.

[Paper] [Code]

💼 Experience

• Huawei 2012 Laboratories: Noah’s Ark Lab and Digital Power R&D Department.
• NIO Autonomous Driving: World Foundation Model Research Team.

📖 Services

• 2026.8 PC Member of the Association for the Advancement of Artificial Intelligence (AAAI 2027).
• 2026.6 Reviewer of the Conference on Neural Information Processing Systems (NeurIPS 2026).
• 2026.2 Reviewer of the International Conference on Machine Learning (ICML 2026).
• 2026.2 Reviewer of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026).
• 2025.11 Reviewer of the International Conference on Learning Representations (ICLR 2026).
• 2025.8 PC Member of the Association for the Advancement of Artificial Intelligence (AAAI 2026).
• 2025.3 Reviewer of the IEEE/CVF International Conference on Computer Vision (ICCV 2025).

🎖 Honors and Awards

• 2025 - 2026 Outstanding Student, East China Normal University.
• 2025 - 2026 First-Class Outstanding Doctoral Scholarship, East China Normal University.
• 2023 - 2024 Corporate Scholarship, School of Data Science and Engineering, East China Normal University.
• 2023 Huawei Spark Award, Huawei 2012 Laboratories.