Qinsi Wang - Research homepage

Qinsi Wang

Hello! My name is Qinsi Wang. I am a second-year PhD student in the CEI lab of the Department of Electrical and Computer Engineering at Duke University. I am fortunate to be advised by Prof. Yiran Chen and Prof. Hai "Helen" Li.

Before that, I conducted research at the University of Science and Technology of China and the National University of Singapore, where I was fortunate to be mentored by Prof. Lin Shao. I received my undergraduate degree in Electronic Science and Technology from Huazhong University of Science and Technology.

News

[ May 2026 ] : I’ll be joining Meta Meta Reality Labs in Burlingame as a summer research intern in 2026! Looking forward to meeting more outstanding people. 🎉😊✨

[ Apr 2026 ] : CoreInfer and See is Solving have been accepted by ICML 2026! At the same time, I am honored to have been selected as a Gold Reviewer.

[ JAN 2026 ] : Vision-Zero has been accepted by ICLR 2026! Code is released at project page.

[ Apr 2025 ] : Angles Don't Lie has been accepted by NeurIPS 2025 (Spotlight)! Code is released at project page.

[ May 2025 ] : I’ll be joining Adobe in San Jose as a summer research intern in 2025! Always open to coffee chats ☕😊 — feel free to reach out!

[ Apr 2025 ] : A little personal milestone :I’ve had first-author papers accepted at all three major AI conferences — ICML, ICLR, and NeurIPS! Cheers🎉!

[ Apr 2025 ] : CoreMatching has been accepted by ICML 2025. Code is released at project page.

[ Feb 2025 ] : Dobi-SVD has been accepted by ICLR 2025. Dobi-SVD is a novel LLM compression solution on low-cost computation devices! Visit the project page for more information.

[ Oct 2024 ] : CoreInfer has been uploaded to arXiv. CoreInfer achieves a 10.33x speedup on an NVIDIA Titan XP without sacrificing performance! Visit the project page for more information.

[ Mar 2024 ] : I am excited to announce that I will join the Department of Electrical and Computer Engineering at Duke University as a PhD student in Fall 2024! Looking forward to my PhD life!

[ Sep 2023 ] : MathNAS has been accepted by NeurIPS 2023. See project page for more information.

[ Apr 2023 ] : DGL has been accepted by the IEEE Transaction on Mobile Computing (CCF A). Visit the project code for more information.

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Selected Publications

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai Helen Li, Kun Wan, Wentian Zhao

ICLR 2026

Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals

Qinsi Wang, Jinghan Ke, Hancheng Ye, Yueqian Lin, Yuzhe Fu, Jianyi Zhang, Kurt Keutzer, Chenfeng Xu, Yiran Chen

NeuIPS Spotlight 2025

CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models

Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen

ICML 2025

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Qinsi Wang*, Jinghan Ke*, Masayoshi Tomizuka, Yiran Chen, Kurt Keutzer, Chenfeng Xu

ICLR 2025

CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation

Qinsi Wang, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen

ICML 2026

MathNAS: If Blocks Have a Role in Mathematical Architecture Design

Qinsi Wang*, Jinghan Ke*, Zhi Liang, Sihai Zhang

NeuIPS 2024

DGL: Device Generic Latency model for Neural Architecture Search

Qinsi Wang, Sihai Zhang

IEEE Transactions on Mobile Computing, 2023

Hobby

Qinsi Wang, Jinghan Ke, Masayoshi Tomizuka, Yiran Chen, Kurt Keutzer, Chenfeng Xu

Qinsi Wang, Jinghan Ke, Zhi Liang, Sihai Zhang