Wenqi Deng

I am an undergraduate student in the Turing Class at the School of EECS, Peking University. My interests include machine learning systems and inference optimization.

Selected Work

Projects.

Selected projects from research exploration, coursework, and application development.

Graph Scheduling for Memory-Constrained Accelerators

Repo β†—

A search-based scheduler for DAG computation graphs under limited fast memory. The method explores feasible execution states with tensor retention decisions, tile-level simulation, split-k evaluation, and beam search.

MLSysMemorySearch

Course Selection Assistant

Repo β†—

Built a course recommendation system that retrieves course information and instructor reviews from online forums, matches user needs with academic requirements, and generates multiple schedule combinations across time slots.

RetrievalRecommendationScheduling

PKU Dynamic Campus Map

Repo β†—

Led a small group to develop a dynamic campus map for Peking University, featuring landmarks and animal sightings such as herons, black swans, and campus cats, with AI-powered interactive dialogues for points of interest.

Team LeadCampus AppAI Dialogue
Skills

Tools for system engineering.

A compact overview of the technical tools and research areas reflected in my current interests.

Technical stack

Python C++ PyTorch CUDA Git LaTeX Linux

Research interests

Machine Learning Systems Efficient Inference LLM Deployment Scheduling GPU Kernels
Awards

Scholarships & honors.

Selected scholarships and recognitions received during my studies.

2026

1st Place, Google MLSys Competition 2026 Track A: System

2025

Peking University Second-Class Scholarship

2025

Tang Zhongying Moral Education Scholarship

2024

Peking University Freshman Second-Class Scholarship

Contact

Let’s connect.

I am open to discussing machine learning systems, research ideas, projects, and potential collaborations.