Awards & Publications

Selected honors and awards, with links to the awarding organizations.

• 2024 — CSIG National Outstanding Master's Scholarship
• 2024 — BSIG Beijing Outstanding Master's Scholarship
• 2024 — CAS President's Scholarship · top 1%
• 2023 — E Fund Master's FinTech Scholarship · top 5%
• 2020 — Liaoning Provincial Government Scholarship · sole recipient in cohort
• 2019 — CUMCM National First Prize
• 2018 — APMCM First Prize
• 2017 – 2019 — University First-Class Scholarship · three consecutive years

Ten top-tier papers across machine learning and computer vision — eight CCF-A conference papers and two TPAMI journal articles. Click a title to preview its first page, or open the PDF.

• NeurIPS 2025 · Spotlight — LABridge: Text–Image Latent Alignment Framework via Mean-Conditioned OU ProcessPDF
• NeurIPS 2025 — VarFlow: Variational Distillation Through Score-Rule Matching of Noisy DistributionsPDF
• CVPR 2025 — RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow TrajectoriesPDF
• TPAMI 2025 — Closing the Approximation Gap of Partial AUC Optimization: A Tale of Two FormulationsPDF
• TPAMI 2025 — Cost-aware AUC Optimization via Adaptive Kernel Density Estimation
• NeurIPS 2023 — Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive LearningPDF
• ICCV 2023 — Building Bridge Across the Time: Disruption and Restoration of Murals In the WildPDF
• ICML 2023 — Feature Directions Matter: Long-Tailed Learning via Rotated Balanced RepresentationPDF
• NeurIPS 2022 — Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and AlgorithmPDF
• AAAI 2022 · Oral — Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµPDF

• Jan – Feb 2023 — Efficient partial-AUC optimization algorithms and theory · TeachBeat
• Feb – Mar 2023 — An efficient instance-wise partial AUC optimization method: theory and algorithm · AI Time