Scholar
Jie Xiao
Google Scholar ID: 8UUpq5oAAAAJ
University of Science and Technology of China
low level vision
generative model
machine learning
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Citations & Impact
All-time
Citations
873
H-index
12
i10-index
14
Publications
20
Co-authors
4
list available
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Publications
34 items
Towards Unified Evaluation of Prompt Enhancers for Video Generation
2026
Cited
0
Zero2Repo: Can Coding Agents Build Repositories from Scratch?
2026
Cited
0
WanPE: Towards Cinematic Prompt Enhancement for Modern Text-to-Video Generation
2026
Cited
0
Code Plans, Diffusion Renders: Open-Ended Generative World Modeling
2026
Cited
0
Fuzzy-MoE: Interpretable Regime-Conditioned Expert Routing for Non-Stationary Multivariate Time Series Forecasting
2026
Cited
0
MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale
2026
Cited
0
Staleness-Learning Rate Scaling Laws for Asynchronous RLHF
2026
Cited
0
T2S: A Rehearsal-Based Approach for Extraction-Resistant Model Watermarking
2026
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0
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Resume
Academic Achievements
2024: Paper 'CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models' accepted by ICML
2024: Paper 'HomoFormer: Homogenized Transformer for Image Shadow Removal' accepted by CVPR
2024: Paper 'DreamClean: Restoring Clean Image Using Deep Diffusion Prior' accepted by ICLR
2023: Paper 'Random Shuffle Transformer for Image Restoration' accepted by ICML
2023: Paper 'Continual Image Deraining with Hypergraph Convolutional Networks' published in IEEE TPAMI
2022: Paper 'Stochastic Window Transformer for Image Restoration' accepted by NeurIPS (Spotlight)
2022: Paper 'Image Deraining Transformer' published in IEEE TPAMI
2022: Paper 'Principled Knowledge Extrapolation with GANs' accepted by ICML (Spotlight)
2021: Paper 'Improving De-raining Generalization via Neural Reorganization' accepted by ICCV
2021: Paper 'Image De-raining via Continual Learning' accepted by CVPR
National Scholarship, 2022
First-Class Scholarship of USTC, 2020–2022 (three consecutive years)
ZengHua Scholarship, 2019
Co-authors
4 total
Xueyang Fu (傅雪阳)
University of Science and Technology of China
查正军,Zheng-Jun Zha
中国科学技术大学
Aiping Liu
University of Science and Technology of China
Feng Wu 吴枫
University of Science and Technology of China