🧍‍♂️ About-me

I am a second-year graduate student at Sun Yat-sen University (advisor: Shen Zhao), and my on-campus research focuses on Computer Vision. Additionally, I have an in-depth understanding of AIGC and Recommender Systems, with achievements in these fields.

🧱 Work Experience

2024.06 - 2024.11: Tencent AI Lab – internship, primarily working on AIGC projects for audio-driven humans gesture.
2024.11 - 2025.03: Tencent Data Platform Department – internship, mainly involved in building data pipelines for multimodal large models.
2025.04 - Now : JD.com – internship, specializing in model optimization for vector based retrieval and research on generative retrieval.

🔥News

2025.05: 🎉 One paper is accepted by MICCAI 2025.
2024.01: 🎉 One paper is accepted by ESWA 2024.
2023.06: 🎉 Awarded the excellent undergraduate graduation thesis of Sun Yat-sen University.

📖 Educations

2023.09- Now : M.S. in Sun Yat-sen University, Shenzhen, China
2019.09-2023.06: B.S. in Sun Yat-sen University, Shenzhen, China

📝 Main Publications

(CCF B) Zixuan Tang, Bai Sun, Shidan He, Bin Chen, Shen Zhao. MIBF-Net: Multi-modal information balanced fusion network for Clinical Diagnosis via Patient Narratives and Lesion Image. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025.
(JCR Q1) Zixuan Tang, Bin Chen, An Zeng, Mengyuan Liu, Shen Zhao. Progressive deep snake for instance boundary extraction in medical images. Expert Systems with Applications, 2024.
(CCF B) Zixuan Tang, Yuhang Wen, Youjun Zhao, Mengyuan Liu. A Survey on Backbones for Deep Video Action Recognition. IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2024.
(CCF A, in review) Hao Jiang^* , Zixuan Tang^*, Xiaoyu He, Shen Zhao, Congcong Liu, Xve Jiang. LLM-EBR: Empowering Embedding-Based Retrieval with Large Language Models. Neural Information Processing Systems (NeurIPS), 2025.
(CCF B) Yuhang Wen, Zixuan Tang, Yunsheng Pang, Beichen Ding, Mengyuan Liu. Interactive spatiotemporal token attention network for skeleton-based general interactive action recognition. International Conference on Intelligent Robots and Systems, 2023.
(CCF B) Shidan He, Enyuan Hu, Zixuan Tang, Bin Chen, Shen Zhao, et al. MedSoft-Diffusion: Medical Semantic-Guided Diffusion Model with Soft Mask Conditioning for Vertebral Disease Diagnosis. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025.
(CCF A) Yi Zhang, Youjun Zhao, Yuhang Wen, Zixuan Tang, Mengyuan Liu Facial prior guided micro-expression generation. IEEE Transactions on Image Processing 33, 525-540.
(JCR Q3) Xinhua Xu, Yuhang Wen, Lu Zhao, Yi Zhang, Youjun Zhao, Zixuan Tang, Ziduo Yang, Calvin Yu‐Chian Chen CARes‐UNet: Content‐aware residual UNet for lesion segmentation of COVID‐19 from chest CT images Medical physics, 2021.

🎖Honors and Awards

First Prize of Outstanding Graduate Scholarship of Sun Yat-sen University
First Prize of Outstanding Undergraduate Scholarship of Sun Yat-sen University
Excellent Undergraduate Graduation Thesis of Sun Yat-sen University.
First place in MEGC 2021 track1.
Third place in CVPR2022 UG2+ track2.

🔧Skills

Programming Language: Proficient in Python, familiar with C++, C#
Model training framework: Proficient in Pytorch Lighting, LLaMA Factory, Distributed Data Parallel, familiar with DeepSpeed
Professional Software: familiar with Maya, Blender,