Shengyin Sun

According to our database, Shengyin Sun authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding.

Shengyin Sun, Yiming Li, Renxi Liu, Xinqi Li, Hui-Ling Zhen, Weizhe Lin, Chen Chen, Xianzhi Yu, Mingxuan Yuan, Chen Ma

CoRR, May, 2026

PHE: Structure and Semantic Enhanced Pre-Training of Graph Neural Networks for Large-Scale Heterogeneous Graphs.

Shengyin Sun, Chen Ma, Jiehao Chen

ACM Trans. Knowl. Discov. Data, January, 2026

Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence.

Shengyin Sun, Yiming Li, Renxi Liu, Weizhe Lin, Hui-Ling Zhen, Xianzhi Yu, Mingxuan Yuan, Chen Ma

CoRR, January, 2026

2025

Enhanced Pre-training of Graph Neural Networks for Million-Scale Heterogeneous Graphs.

Shengyin Sun, Chen Ma, Jiehao Chen

CoRR, October, 2025

Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling.

Shengyin Sun, Yiming Li, Xing Li, Yingzhao Lian, Weizhe Lin, Hui-Ling Zhen, Zhiyuan Yang, Chen Chen, Xianzhi Yu, Mingxuan Yuan, Chen Ma

CoRR, September, 2025

Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs.

Shengyin Sun, Yuxiang Ren, Jiehao Chen, Chen Ma

Proceedings of the Database Systems for Advanced Applications, 2025

GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation.

Shengyin Sun, Wenhao Yu, Yuxiang Ren, Weitao Du, Liwei Liu, Xuecang Zhang, Ying Hu, Chen Ma

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Hyperbolic Contrastive Learning with Model-Augmentation for Knowledge-Aware Recommendation.

Shengyin Sun, Chen Ma

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

2023

Hyperspectral subpixel target detection based on interaction subspace model.

Shengyin Sun, Jun Liu, Siyu Sun

Pattern Recognit., July, 2023

Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs.

Shengyin Sun, Yuxiang Ren, Chen Ma, Xuecang Zhang

CoRR, 2023

2021

Robust detection of distributed targets based on Rao test and Wald test.

Shengyin Sun, Jun Liu, Weijian Liu, Tao Jian

Signal Process., 2021

2020

Rao Test With Improved Robustness for Range-Spread Target Detection.

Shengyin Sun, Jun Liu, Weijian Liu

Proceedings of the 28th European Signal Processing Conference, 2020