Qinsi Wang

PhD student, ECE, Duke University

Joined

May 2022

Names

Qinsi Wang (Preferred)

Wang Qinsi

Emails

****@hust.edu.cn (Confirmed)

****@mail.ustc.edu.cn (Confirmed)

****@duke.edu (Confirmed)

Personal Links

Career & Education History

PhD student

ECE, Duke University (duke.edu)

2024 – 2029

Undergrad student

Huazhong University of Science and Technology (hust.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Yiran Chen

2024 – 2029

Expertise

Model Compression

2023 – 2024

AutoML

2022 – 2023

Publications

Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap
Yueqian Lin, Zhengmian Hu, Qinsi Wang, Yudong Liu, Hengfan Zhang, Jayakumar Subramanian, Nikos Vlassis, Hai Helen Li, Yiran Chen
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Accelerating Denoising Generative Models is as Easy as Predicting Second-Order Difference
Yixiao Wang, Ting Jiang, Zishan Shao, Hancheng Ye, Jingwei Sun, Mingyuan Ma, Qinsi Wang, Jianyi Zhang, Yiran Chen, Hai Helen Li
- Submitted to ICLR 2026
- Readers: Everyone
Vision-Zero: Scalable VLM Self-Evolution via Multi-Agent Self-Play
Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai Helen Li, Kun Wan, Wentian Zhao
- ICLR 2026 Poster
- Readers: Everyone
Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap
Yueqian Lin, Zhengmian Hu, Qinsi Wang, Yudong Liu, Hengfan Zhang, Jayakumar Subramanian, Nikos Vlassis, Hai Helen Li, Yiran Chen
- Submitted to ICLR 2026
- Readers: Everyone
Accelerating Discrete Diffusion Decoding with Parallel Scan
Mingyuan Ma, Hancheng Ye, Qinsi Wang, Hai Helen Li, Yiran Chen
- Submitted to ICLR 2026
- Readers: Everyone
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
- NeurIPS 2025 spotlight
- Readers: Everyone
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
Hancheng Ye, Zhengqi Gao, Mingyuan Ma, Qinsi Wang, Yuzhe Fu, Ming-Yu Chung, Yueqian Lin, Zhijian Liu, Jianyi Zhang, Danyang Zhuo, Yiran Chen
- NeurIPS 2025 poster
- Readers: Everyone
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 poster
- Readers: Everyone
Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives
Wang Qinsi, Jinghan Ke, Masayoshi Tomizuka, Kurt Keutzer, Chenfeng Xu
- ICLR 2025 Poster
- Readers: Everyone
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation
Wang Qinsi, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen
- Submitted to ICLR 2025
- Readers: Everyone

View all 15 publications

Co-Authors

View all 41 co-authors