Dong Wang 王栋

News

• Jan 2026
  🚀 Our paper Cut Less, Fold More: Model Compression through the Lens of Projection Geometry was accepted at ICLR'26.
• Jan 2026
  🚀 Our paper FOSL: A Foldable Sparse-and-Low-Rank Method for Efficient LLM Pre-training was accepted at CPAL'26 (Recent Spotlight Track).
• Jan 2026
  🚀 Our paper GRAIL: Post-hoc Compensation by Linear Reconstruction for Compressed Networks was accepted at CPAL'26 (Proceedings Track).arXiv
• Nov 2025
  Two workshop papers accepted by EurIPS.
• Apr 2025
  I presented the Model Folding paper at ICLR'25 in Singapore.

Selected Publications

1. 2026
   Cut Less, Fold More: Model Compression through the Lens of Projection Geometry

   O. Saukh, D. Wang, H. Šikić, Y. Cheng, L. Thiele

   ICLR'26International Conference on Learning Representations · accepted

   OpenReview
2. 2026
   FOSL: A Foldable Sparse-and-Low-Rank Method for Efficient LLM Pre-training

   D. Wang, F. Corti, Y. Cheng, O. Saukh

   CPAL'26Conference on Parsimony and Learning, Recent Spotlight Track · accepted
3. 2026
   GRAIL: Post-hoc Compensation by Linear Reconstruction for Compressed Networks

   W. Tang, D. Wang, L. Thiele, O. Saukh

   CPAL'26Conference on Parsimony and Learning, Proceedings Track · accepted

   arXiv
4. 2025
   Forget the Data and Fine-Tuning! Just Fold the Network to Compress

   D. Wang, H. Šikić, L. Thiele, O. Saukh

   ICLR'25International Conference on Learning Representations

   pagecodearXiv
5. 2024
   Subspace-Configurable Networks

   D. Wang, O. Saukh, X. He, L. Thiele

   CoLLAs'24Third Conference on Lifelong Learning Agents · Oral

   pagecodearXiv

Software

OtterPix

On-device image AI toolkit for Mac. Convert, compress, crop, and watermark — plus AI generate, upscale, cut out, erase, anonymize, and face-restore, all running locally with no cloud uploads.

macOS 14+ · Apple silicon

DuDuReminder

An elegant menu-bar reminder app for macOS with iCloud sync, quick actions, and a privacy-first design — your reminders stay in your own Apple account.

macOS 13+

SemiFlow

A deep learning framework with automatic differentiation and automatic shape inference. Built on NumPy with configurable backends and ONNX export.

Open source

Education

Experience

Academic Service

Awards

Theses

• Master Thesis. Wang, D. (2021). Low-latency object detection on the edge-cloud: AprilTag-assisted object detection and positioning. Uppsala University.PDF
• Bachelor Thesis. Wang, D. (2018). Research on object detection algorithm based on GAN. Xi'an University of Science and Technology, Internet of Things.

Patent

Dong Wang, "Intelligent somatosensory navigation device", China Patent CN206573128U, issued Oct 20, 2017.

Languages