Publications

Please also refer to my Google Scholar Profile

• Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer - ICCV, Honolulu, 2025.
• DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Synthesis — MVA, Kyoto, 2025 (Oral Presentation).
• Boosting Small Object Tracking via Collaborative Detection Transformer — MVA, Kyoto, 2025 (Oral Presentation).
• MVA 2025 Small Multi-Object Tracking for Spotting Birds Challenge: Dataset, Methods, and Results — MVA, Kyoto, 2025.
• Knowledge Distillation Cross Domain Diffusion Model: A Generative AI Approach for Defect Pattern Segmentation — IEEE TSM, 2024.
• Medium. Permeation: SARS-COV-2 Painting Creation by Generative Model — KAMC, Kyoto, 2023.
• Semiconductor Defect Detection by Hybrid Classical-Quantum Deep Learning — CVPR, New Orleans, 2022.
• QRF: Implicit Neural Representations with Quantum Radiance Fields — arXiv, 2022.
• Hybrid Quantum-Classical Machine Learning for Lithography Hotspot Detection — ASMC, Saratoga Springs, 2022.
• Semiconductor Defect Pattern Classification by Self-Proliferation-and-Attention Neural Network — IEEE TSM, 2021.
• A Novel Deep Learning Architecture for Global Defect Classification: Self-Proliferating Neural Network (SPNet) — ASMC, Milpitas, 2021.
• Double Feature Extraction Method for Wafer Map Classification Based on Convolution Neural Network — ASMC, Saratoga Springs, 2020 (Best Paper Award).
• A Deep Learning Model for Identification of Defect Patterns in Semiconductor Wafer Map — ASMC, Saratoga Springs, 2019.