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Ziqi Jiang I'm a PhD student at Long Group, HKUST, advised by Long Chen. Previouly I got my B.S. degree from ZheJiang University. My research interests lie in computer vision, machine learning, with a special focus on grenative models, both their theory and applications. |
Publications |
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CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing
Ziqi Jiang, Zhen Wang, Long Chen ICLR, 2025 paper / code We propose CLIPDrag, a solution that incorporates text signals into drag-based methods by using text signals as global information |
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Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems
Shengyu Zhang, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu TKDE, 2023 paper We propose a causal multi-teacher distillation(CausalD) framework, which realizes FDA to estimate the causal effect and preserves the inference efficiency. |
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Weakly-supervised Disentanglement Network for Video Fingerspelling Detection
Ziqi Jiang, Shengyu Zhang, Siyuan Yao, Wenqiao Zhang, Sihan Zhang, Juncheng Li, Zhou Zhao, Fei Wu ACM MM, 2022 paper We devise a novel WED framework that disentangles fingerspelling letter representations through VAE and masked reconstruction, followed by the DMM that leverages the disentangled knowledge for detection and recognition as humans do. |