I am a third-year PhD candidate of Intelligent Processor Research Center（智能处理器研究中心）, Institute of Computing Technology, supervised by Rui Zhang, Yuanbo Wen and Xishan Zhang.
Previously, as an undergraduate student at Harbin Institute of Technology, I completed a research internship at SCIR, working on Dialogue System, advised by Wei-Nan Zhang.
My research focuses on Recursive Self-Improvement (RSI) through AI4Chip and AI4Sys: AI improves chip design and system software, enabling more capable AI.
- Reinforcement Learning for Model Post-Training
- Self-Verifying and Self-Improving Agents
- Agent Systems for Reliably Scaling Frontier Discovery
AI uses self-evolving agents and reinforcement learning to improve chips and system software. Advances across this hardware and software stack enable stronger AI, which drives the next iteration.
Open to collaboration, academic exchange, and internship opportunities. kcxain@gmail.com
Contributions
News
- [2026.04] QiMeng-PRepair has been accepted to ACL 2026.
- [2025.11] Awarded the Excellent Prize of the President Scholarship（所长优秀奖） at ICT, CAS.
- [2025.09] QiMeng-MuPa has been accepted to NeurIPS 2025.
Publications
- KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation
- OpenClaw Research: A Systematic Survey of Large Language Model Agents in Open Deployment
- QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization
- QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
- Large processor chip model
- Sycophancy in Vision-Language Models: A Systematic Analysis and an Inference-Time Mitigation Framework
- A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models
- A Difference-aware Ensemble Method for Task-oriented Dialogue with Subjective Knowledge
- I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset
Models]Education
Experience
Conferences Attended
Patents
- 一种自验证式的探索预训练语言模型中明喻知识的方法及其系统
张伟男，马龙轩，柯昌鑫，刘挺
Competitions
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[2023.03] The 11th Dialog System Technology Challenge
🏅1st place in one subtask and 🥉3rd place overall, in the task of enhancing task-oriented dialogue generation with external knowledge retrieval.
Honors
- [2026.10] Huang Kun–Cambricon Qingjin Award（黄昆-寒武纪青衿奖）, 20th National Semiconductor and Integrated Technology Conference
- [2026.05] Outstanding Model Student（三好学生标兵）, UCAS
- [2025.11] Excellent Prize of the President Scholarship（所长优秀奖）, ICT, CAS
Services
- Reviewer: EMNLP 2023, NeurIPS 2026, AAAI 2027, ICLR 2027