Scholar
Yusheng Zhao
Google Scholar ID: KDiTlFkAAAAJ
Peking University
Citations & Impact
Citations
963
H-index
12
i10-index
13
Publications
20
Co-authors
14
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs. NeurIPS (CCF-A) 2025
- - Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes. ICML (CCF-A) 2025
- - Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness. EMNLP (CCF-B) 2025
- - Embracing Large Language Models in Traffic Flow Forecasting. ACL (CCF-A) 2025
- - Attention Bootstrapping for Multi-modal Test-time Adaptation. AAAI (CCF-A) 2025
- - TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs. AAAI (CCF-A) 2025
- - Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting. ICDE (CCF-A) 2023
- - Target-Driven Structured Transformer Planner for Vision-Language Navigation. ACM MM (CCF-A) 2022 Oral
- - Object hider: Adversarial patch attack against object detectors. CIKM (CCF-B) Analyticup 2020
- - COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting. Information Fusion 2024 JCR Q1, IF=18.6
- - Towards Semi-supervised Universal Graph Classification. TKDE (CCF-A) 2023
- - TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding. ACM MM (CCF-A) 2021
- - Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval. IEEE TIP (CCF-A) 2025
Research Experience
- - PhD student at the School of Computer Science, Peking University, researching machine learning
- - Closely working with Prof. Xiao Luo, Prof. Wei Ju, and Prof. Ming Zhang
Education
- - Degree: PhD
- - Institution: Peking University
- - Advisor: Prof. Ming Zhang
- - Time: Currently enrolled
- - Major: Computer Science
- - Degree: B.Eng
- - Institution: Beihang University
- - Advisor: Prof. Si Liu
- - Time: Graduated in June 2022
- - Major: Computer Science and Engineering
Background
- - Research Interests: Large Language Models, Machine Learning with Graphs, Spatio-temporal Forecasting, Multi-modal Learning
- - Field: Computer Science
- - Brief Introduction: PhD student at the School of Computer Science, Peking University, focusing on machine learning
Miscellany
- - Personal Interests: Not mentioned
