Zhiping Lai's Homepage

Contrastive Domain Adaptation: A Self-Supervised Learning Framework for sEMG-Based Gesture Recognition

Sat, 01 Jan 2022 00:00:00 +0000

A Teleoperated Manipulator Control System Based on Surface Electromyography Using Deep Learning

Sat, 01 Jan 2022 00:00:00 +0000

STCN-GR: Spatial-Temporal Convolutional Networks for Surface-Electromyography-Based Gesture Recognition

Fri, 01 Jan 2021 00:00:00 +0000

A Self-Adaptive LSE Wirelength Model for VLSI Global Placement

Mon, 01 Jan 2018 00:00:00 +0000

Constrained Contrastive Representation: Classification On Chest X-Rays With Limited Data

Fri, 01 Jan 2021 00:00:00 +0000

GTGR-Net: Graph Attentional-Temporal Network for Surface-Electromyography-Based Gesture Recognition

Sat, 01 Jan 2022 00:00:00 +0000

Semantic Segmentation of Surgical Instruments based on Enhanced Multi-scale Receptive Field

Sun, 01 Aug 2021 00:00:00 +0000

A low-cost passenger safety protection system based on laser ranging

Sun, 01 Aug 2021 00:00:00 +0000

About

Sat, 17 Oct 2026 00:00:00 +0000

Hello, World

Mon, 21 Sep 2026 00:00:00 +0000

This is the first post on my blog.

I am Zhiping Lai, an R&D engineer working on EDA (electronic design automation) at . I received my M.S. degree in Computer Applied Technology from Fudan University.

Here I plan to write about:

Research and engineering practice in EDA and chip design
Reading notes on machine learning / deep learning papers
Lessons learned at work and handy tools

Feel free to reach out via or .

simple-dotfiles

Fri, 29 May 2026 00:00:00 +0000

A lightweight, ready-to-use collection of Bash, Vim, Tmux, and Git configurations, deployed with a single install.sh command.

One-command deployment in either symlink (stow) or copy mode, with automatic timestamped backups.
Vendored stow and ble.sh builds keep installation working offline.
Supports both macOS and Linux.

Award

Sun, 09 Feb 2025 00:00:00 +0000

Projects

Sun, 19 May 2024 00:00:00 +0000

Experience

Tue, 24 Oct 2023 00:00:00 +0000

ConSSL

Tue, 08 Jun 2021 00:00:00 +0000

Source code for Contrastive Domain Adaptation: A Self-Supervised Learning Framework for sEMG-Based Gesture Recognition.

Self-supervised pretraining followed by contrastive domain adaptation.
Supports inter-session and inter-subject gesture recognition.
Config-driven pretraining and training on the Capgmyo dataset.

Paper: /en/publication/ijcb-2022/

STCN-GR

Thu, 06 May 2021 00:00:00 +0000

Source code for STCN-GR: Spatial-Temporal Convolutional Networks for Surface-Electromyography-Based Gesture Recognition.

Spatial-temporal convolutional networks that model sEMG signals as graphs, combining graph convolution and temporal convolution.
Config-driven training and testing scripts.
Evaluated on the Capgmyo and BandMyo datasets.

Paper: /en/publication/iconip-2021/