Sotabase

Career

· PhD Student, Stanford University2023–
· B.S. in Computer Science, Tsinghua University2017–2021

Publications (58)

Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
Knowledge Discovery and Data Mining · 2021
413
cited
Crystal Structure Prediction by Joint Equivariant Diffusion
Neural Information Processing Systems · 2023
137
cited
Geometrically Equivariant Graph Neural Networks: A Survey
arXiv.org · 2022
87
cited
Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs
AAAI Conference on Artificial Intelligence · 2022
61
cited
Learning Physical Dynamics with Subequivariant Graph Neural Networks
Neural Information Processing Systems · 2022
59
cited
A survey of geometric graph neural networks: data structures, models and applications
Frontiers of Computer Science · 2024
55
cited
EPH receptor A2 governs a feedback loop that activates Wnt/β-catenin signaling in gastric cancer
Cell Death and Disease · 2018
45
cited
Equivariant Graph Neural Operator for Modeling 3D Dynamics
International Conference on Machine Learning · 2024
45
cited
RelBench: A Benchmark for Deep Learning on Relational Databases
Neural Information Processing Systems · 2024
43
cited
Durvalumab vs placebo consolidation therapy after chemoradiotherapy in stage III non-small-cell lung cancer: An updated PACIFIC trial-based cost-effectiveness analysis.
Lung Cancer · 2020
29
cited
A novel immune checkpoint-related seven-gene signature for predicting prognosis and immunotherapy response in melanoma.
International Immunopharmacology · 2020
27
cited
Cost-effectiveness analysis of trastuzumab deruxtecan versus trastuzumab emtansine for HER2-positive breast cancer
Frontiers in Pharmacology · 2022
26
cited
Img2CAD: Reverse Engineering 3D CAD Models from Images through VLM-Assisted Conditional Factorization
ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia · 2024
25
cited
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation
arXiv.org · 2022
25
cited
m6A Regulators Mediated Methylation Modification Patterns and Tumor Microenvironment Infiltration Characterization In Nasopharyngeal Carcinoma
Frontiers in Immunology · 2022
24
cited
High frequency patterns play a key role in the generation of adversarial examples
Neurocomputing · 2021
18
cited
Immune checkpoint inhibition in first-line treatment for recurrent or metastatic nasopharyngeal carcinoma: A CAPTAIN-1st and JUPITER-02 trial-based cost-effectiveness analysis.
Oral Oncology · 2022
18
cited
Real-World Cost-Effectiveness Analysis of Gemcitabine and Cisplatin Compared to Docetaxel and Cisplatin Plus Fluorouracil Induction Chemotherapy in Locoregionally Advanced Nasopharyngeal Carcinoma
Frontiers in Oncology · 2020
17
cited
Cost-effectiveness analysis of utidelone plus capecitabine for metastatic breast cancer in China
Journal of Medical Economics · 2019
16
cited
Cost-Effectiveness of Ribociclib for Hormone Receptor-Positive HER2-Negative Advanced Breast Cancer
Cancer Management and Research · 2020
15
cited
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Jiaqi Han | Researcher Profile | Sotabase | Sotabase