Hi, I'm Zhenxuan Fan (θζ―η) π»
δ½ ε₯½! / Hello! / μλ νμΈμ! / γγγ«γ‘γ―! / ΠΠ΄ΡΠ°Π²ΡΡΠ²ΡΠΉ! / Bonjour! / Guten Tag! / Hola! / Ciao! / Ψ§ΩΨ³ΩΨ§Ω ΨΉΩΩΩΩ !
I am a first-year masterβs student in the School of Software Technology, Zhejiang University, under the supervision of Academician Beng Chin Ooi and Researcher Wenqiao Zhang. Prior to this, I received my bachelorβs degree from the Software Colleage, Northeastern University (China).
I am currently conducting research in Embodied Intelligence, especially on VLA models. In the past, I focused on the efficient training and inference of LLMs and MLLMs, including model quantization, parameter-efficient fine-tuning and CoT compression.
πππ If youβre interested in my work, please feel free to reach out for discussions or collaborations!
Contact me via:
π§ Mail: zxfan[AT]zju.edu.cn / fzx0228[AT]gmail.com
π What's new:
- [04/2026] π ACL'26: CoMoL has been accepted to ACL 2026 Findings! π₯π₯π₯
- [02/2026] π Preprint: We released Draft-Thinking.
- [01/2026] π Preprint: We released CtrlCoT.
- [01/2026] π ICLR'26: OmniCT has been accepted to ICLR 2026! π
- [01/2026] π ICASSP'26: FAQ has been accepted to ICASSP 2026! π
- [11/2025] π AAAI'26: MAU-GPT has been accepted to AAAI 2026! π
- [09/2025] π Starting Masterβs@ZJU: I will join Academician Beng Chin Ooi's group at SST, ZJU in 2025 Fall!
- [06/2025] π Graduation@NEU: Received my Bachelor's degree from Northeastern University as an Outstanding Graduate.
π Selected Publications (Google Scholar)
| CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging. Jie Cao*, Zhenxuan Fan*, Zhuonan Wang, Tianwei Lin, Ziyuan Zhao, Rolan Yan, Wenqiao Zhang, Feifei Shao, Hongwei Wang, Jun Xiao, Siliang Tang arXiv preprint, 2026. [PDF] [arXiv] [bibtex] | Draft-Thinking: Learning Efficient Reasoning in Long Chain-of-Thought LLMs. Jie Cao*, Tianwei Lin*, Zhenxuan Fan, Bo Yuan, Ziyuan Zhao, Rolan Yan, Wenqiao Zhang, Siliang Tang arXiv preprint, 2026. [PDF] [arXiv] [bibtex] |
| CtrlCoT: Dual-Granularity Chain-of-Thought Compression for Controllable Reasoning. Zhenxuan Fan, Jie Cao, Yang Dai, Zheqi Lv, Wenqiao Zhang, Zhongle Xie, Peng Lu, Beng Chin Ooi arXiv preprint, 2026. [PDF] [arXiv] [bibtex] |
| OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis. Tianwei Lin*, Zhongwei Qiu*, Wenqiao Zhang, Jiang Liu, Yihan Xie, Mingjian Gao, Zhenxuan Fan, Zhaocheng Li, Sijing Li, Zhongle Xie, Peng Lu, Yueting Zhuang, Ling Zhang, Beng Chin Ooi, Yingda Xia The Fourteenth International Conference on Learning Representations, 2026. [OpenReview] [PDF] [arXiv] [bibtex] |
| Enhancing Post-Training Quantization via Future Activation Awareness. Zheqi Lv*, Zhenxuan Fan*, Qi Tian, Wenqiao Zhang, Yueting Zhuang arXiv preprint, 2026. [PDF] [arXiv] [bibtex] |
| MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation. Zhuonan Wang*, Zhenxuan Fan*, Siwen Tan*, Yu Zhong, Yuqian Yuan, Haoyuan Li, Hao Jiang, Wenqiao Zhang, Feifei Shao, Hongwei Wang, others Proceedings of the AAAI Conference on Artificial Intelligence, 2026. [PDF] [arXiv] [bibtex] |
π Honors and Awards
- 2025.06 Outstanding Bachelorβs Thesis of NEU
- 2025.06 Outstanding Graduate of NEU
- 2024.11 Academic Excellence Award Recipient of NEU
- 2024.11 National Scholarship, P.R.China, NEU, Undergraduate Students.
- 2024.09 Second prize, Excellent Undergraduate Scholarship of NEU.
- 2023.11 Intelligent Grinding Technology Scholarship.
- 2023.10 Outstanding Student of NEU.
- 2023.09 Second prize, Excellent Undergraduate Scholarship of NEU.
- 2022.09 Third prize, Excellent Undergraduate Scholarship of NEU.