I am a graduate student in School of Computer Science, Peking University. I am currently researching machine learning under the supervision of Prof. Ming Zhang. Prior to that, I received my B.Eng degree in Computer Science and Engineering from Beihang University in June 2022 under the supervision of Prof. Si Liu. I also work closely with Dr. Xiao Luo and Prof. Wei Ju.

Research Interest

• Large Language Models
• Machine Learning with Graphs
• Spatio-temporal Forecasting
• Multi-modal Learning

Academic Services

• PC Member / Conference Reviewer: MM 25, ICML 25, AAAI 25, AISTATS 25, KDD 25, NeurIPS 24, MM 24, ICML 24, ICLR 24, SDM 24, ICASSP 24, ICWSM 24, NeurIPS 23, and KDD 23.
• Journal Reviewer: IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Artificial Intelligence, IEEE Internet of Things Journal, GeoInformatica

Selected Publications

• Yusheng Zhao, Junyu Luo, Xiao Luo, Jinsheng Huang, Jingyang Yuan, Zhiping Xiao, Ming Zhang. Attention Bootstrapping for Multi-modal Test-time Adaptation. AAAI (CCF-A) 2025 [PDF] [CODE]
• Yusheng Zhao, Changhu Wang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang. TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs. AAAI (CCF-A) 2025 [PDF]
• Yusheng Zhao*, Xiao Luo*, Wei Ju, Chong Chen, Xian-Sheng Hua, Ming Zhang. Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting. ICDE (CCF-A) 2023 [PDF] [CODE]
• Yusheng Zhao*, Jinyu Chen*, Chen Gao, Wenguan Wang, Lirong Yang, Haibing Ren, Huaxia Xia, Si Liu. Target-Driven Structured Transformer Planner for Vision-Language Navigation. ACM MM (CCF-A) 2022 Oral [PDF] [CODE]
• Yusheng Zhao*, Huanqian Yan*, Xingxing Wei. Object hider: Adversarial patch attack against object detectors. CIKM (CCF-B) Analyticup 2020 [PDF]
• Wei Ju*, Yusheng Zhao*, Yifang Qin, Siyu Yi, Jingyang Yuan, Zhiping Xiao, Xiao Luo, Xiting Yan, and Ming Zhang. COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting. Information Fusion 2024 (JCR Q1, IF=18.6) [PDF]
• Xiao Luo*, Yusheng Zhao*, Yifang Qin, Wei Ju, Ming Zhang. Towards Semi-supervised Universal Graph Classification. TKDE (CCF-A) 2023 [PDF]
• Dailan He*, Yusheng Zhao*, Junyu Luo*, Tianrui Hui, Shaofei Huang, Aixi Zhang, Si Liu. TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding. ACM MM (CCF-A) 2021 Poster [PDF] [CODE]
• Junyu Luo, Yusheng Zhao, Xiao Luo, Zhiping Xiao, Wei Ju, Li Shen, Dacheng Tao, Ming Zhang. Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval. IEEE TIP (CCF-A) 2025 [PDF] [CODE]