Undergraduate researcher · BUPT

Mengke Zhang张孟珂

Exploring how machines see, hear, and understand.

I am an undergraduate in Internet of Things Engineering at Beijing University of Posts and Telecommunications. I am currently a research intern at the MIRoC Lab, The University of Hong Kong.

My work spans multimodal learning, computer vision, and generative models — from robust depth estimation and image restoration to speech understanding and security.

Mengke Zhang
Beijing, China
Research interests
  • Multimodal learning
  • 3D vision
  • Generative models
  • Speech & audio
01

Latest news

Updates from the lab & beyond
Earlier updates
  • Joined the MIRoC Lab at HKU as a research intern, working on 3D reconstruction from ultrasound images.
  • OpenDepth submitted to ACM MM 2026 (CCF-A).
  • Two papers (ACR-Net & Phoneme-Aware Mamba Watermark) accepted to Interspeech 2026.
  • Started as an Autonomous Driving Algorithm Intern at Xiaomi.
  • Joined the VRobotIT Lab at BUPT as a research intern.
  • Our unified image deraining paper (DualMoE) accepted to ICASSP 2026.
02

Selected publications

* Equal contribution

In progress

Two first-author papers on semantic segmentation and geometric foundation models are under double-blind review at AAAI (CCF-A). Details are withheld during review.

03

Experience

Research, industry & education
2026.03 — 2026.07

Xiaomi

Autonomous Driving Algorithm Intern — Leader: Dr. Naiyan Wang

3D perception (occupancy) and trajectory prediction for autonomous driving. [certificate]

2026.02 — Present

VRobotIT Lab, BUPT

Research Intern at the VRobotIT Lab — Advisor: Prof. Anlong Ming

Researching novel depth estimation models and 3D vision; work resulting in a first-author publication.

2025.06 — 2025.08

China Unicom

Image Algorithm Intern

Developed and optimized image-processing algorithms for production workflows.

2025.03 — 2025.06

STAIR Lab, BUPT

Research Intern — Advisor: Prof. Xi Zhang

Local deployment of DeepSeek-671B, batch inference, and safety guardrails.

2024.07

University of Cambridge — AI Summer School

Summer Research Program on Artificial Intelligence

Studied foundational theories of computer vision. [certificate]

2023.09 — Present

Beijing University of Posts and Telecommunications

B.E. in Internet of Things Engineering · GPA 3.62/4.0 (89.5/100)

Research interests: multimodal learning, computer vision, and generative models.

04

Tools of the trade

Programming
Python · C/C++ · Java · MATLAB
Deep learning
PyTorch · TensorFlow · Transformers · Mamba · Diffusion models
Vision & data
OpenCV · Pillow · scikit-image · NumPy · Pandas · SciPy · scikit-learn
Tools & languages
LaTeX · Git · DaVinci Resolve · English (CET-4 / CET-6)
05

Honors

Competitions & recognition
2025–2026

“Challenge Cup” National College Student Innovation & Entrepreneurship Competition

Second Prize

2025

Mathematical Contest in Modeling (MCM/ICM)

Honorable Mention Certificate

2025

ICCIP Information Innovation Competition

Third Prize

2025

Asia-Pacific Mathematical Modeling Competition (APMCM)

Third Prize Certificate

Scholarships & other honors

Let’s connect

Good research starts with a conversation.

Open to research collaborations and new opportunities.

zmk1460997475@bupt.edu.cn