Yusheng Zhao is a graduate student in School of Computer Science, Peking University. He is currently researching on machine learning with graphs under the supervision of Prof. Ming Zhang. Prior to that he received his B.Eng degree in Computer Science and Engineering from Beihang University in June 2022.

Research Interest

• Machine Learning with Graphs
• Spatio-temporal Forecasting
• Multi-modal Learning and Embodied AI

Academic Services

• PC Member / Conference Reviewer for NeurIPS, ICLR, KDD, SDM, ICASSP, and ICWSM

Selected Publications

• 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]
• 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]
• Yusheng Zhao, Huanqian Yan, Xingxing Wei. Object hider: Adversarial patch attack against object detectors. CIKM (CCF-B) Analyticup 2020 [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]