Hi, I am Weilun Feng. I am currently a master student at Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS) (2024.9 – now). I obtained my B.E. degree from Shen Yuan Honors College, Beihang University (2020.9 – 2024.7).
My research interests focus on efficient machine learning. Specifically, I focus on deep model compression (e.g., binarization, quantization, and distillation), efficient generative models (e.g., efficient large language models and diffusion models).
🔥 News
- 2025.09: 🎉 One first-author paper was accepted by NeurIPS 2025.
- 2025.07: 🎉 One co-author paper about Traditional Chinese Medicinal Plant Dataset was accepted by Scientific Data.
- 2025.05: 🎉 One first-author paper and one co-author paper were accepted by ICML 2025.
- 2025.02: 🎉 One co-author paper was accepted by CVPR 2025.
- 2025.01: 🎉 One first-author paper was accepted by AAAI 2025 (Oral, top 4.63%).
- 2024.07: 🎉 One first-author paper was accepted by ACM MM 2024 (Oral, top 3.97%).
- 2024.02: 🎉 One co-author paper was accepted by CVPR 2024.
📝 Publications
Weilun Feng, Haotong Qin, Chuanguang Yang, Xiangqi Li, Han Yang, Yuqi Li, Zhulin An, Libo Huang, Michele Magno, Yongjun Xu
- Accepted at Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS, CCF-A) 2025 Poster
Weilun Feng, Chuanguang Yang, Haotong Qin, Yuqi Li, Xiangqi Li, Zhulin An, Libo Huang, Boyu Diao, Fuzhen Zhuang, Michele Magno, Yongjun Xu, Yingli Tian, Tingwen Huang
- Arxiv Preprint
TCMP-300: A Comprehensive Traditional Chinese Medicinal Plant Dataset for Plant Recognition
Yanling Zhang, Wanhui Sun, Chuanguang Yang, Libo Huang, Zhulin An, Weilun Feng, Wenjing Tang, Yongjun Xu
- Accepted at Scientific Data Journal
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
Weilun Feng, Chuanguang Yang, Haotong Qin, Xiangqi Li, Yu Wang, Zhulin An, Libo Huang, Boyu Diao, Zixiang Zhao, Yongjun Xu, Michele Magno
- Accepted at Forty-second International Conference on Machine Learning (ICML, CCF-A) 2025 Poster
Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning
Xiangqi Li, Libo Huang, Zhulin An, Weilun Feng, Chuanguang Yang, Boyu Diao, Fei Wang, Yongjun Xu
- Accepted at Forty-second International Conference on Machine Learning (ICML, CCF-A) 2025 Poster
Multi-party Collaborative Attention Control for Image Customization
Han Yang, Chuanguang Yang, Qiuli Wang, Zhulin An, Weilun Feng, Libo Huang, Yongjun Xu
- Accepted at Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A) 2025 Poster
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
Weilun Feng, Haotong Qin, Chuanguang Yang, Zhulin An, Libo Huang, Boyu Diao, Fei Wang, Renshuai Tao, Yongjun Xu, Michele Magno
- Accepted at Proceedings of the AAAI Conference on Artificial Intelligence (AAAI, CCF-A) 2025 Oral
Relational Diffusion Distillation for Efficient Image Generation
Weilun Feng, Chuanguang Yang, Zhulin An, Libo Huang, Boyu Diao, Fei Wang, Yongjun Xu
- Accepted at Proceedings of the 32nd ACM international conference on multimedia (ACM MM, CCF-A) 2024 Oral
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
Yifu Ding, Weilun Feng, Chuyan Chen, Jinyang Guo, Xianglong Liu
- Accepted at Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A) 2024 Poster
🎖 Honors and Awards
- 2025.05: 💰 E Fund Financial Technology Freshmen Scholarship （易方达金融科技新生奖学金）
- 2024.07: 🎖 Outstanding graduates of Beihang University
📖 Educations
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2024.09 – Present: 🇨🇳 Institute of Computing Technology, Chinese Academy of Sciences
- Major: Computer Science and Technology
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2020.09 – 2024.07: 🇨🇳 Shen Yuan Honors College, Beihang University
- Bachelor of Engineering in Software Engineering