CV

Education

• 2027– — Incoming Ph.D. student in Computer Science, Zhejiang University.
• 2023–2027 — Undergraduate student, School of Computer Science and Technology, Tianjin University (Elite Class).
  • Advisor: Prof. Peng Zhang.

Publications

ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs

Haoqian Meng, Yilun Luo, Yafei Zhao, Wenyuan Liu, Peng Zhang, and Xindian Ma. (2026). ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs. Proceedings of ACL 2026.

SharQ: Bridging Activation Sparsity and FP4 Quantization for LLM Inference

Haoqian Meng, Yilun Luo, Yafei Zhao, Wenyuan Liu, Huaqing Zheng, Xindian Ma, and Peng Zhang. (2026). SharQ: Bridging Activation Sparsity and FP4 Quantization for LLM Inference. arXiv:2606.26587.

MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models

Wenyuan Liu, Haoqian Meng, Yilun Luo, Peng Zhang, and Xindian Ma. (2026). MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models. International Conference on Learning Representations (ICLR).

Post-Training Quantization of OpenPangu Models for Efficient Deployment on Atlas A2

Yilun Luo, HuaQing Zheng, Haoqian Meng, Wenyuan Liu, and Peng Zhang. (2025). Post-Training Quantization of OpenPangu Models for Efficient Deployment on Atlas A2. arXiv:2512.23367.