Shangyang Li

16 papers A* 2A 1B 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agri-R1: Empowering Generalizable Agricultural Reasoning in Vision-Language Models with Reinforcement Learning.
CoRR
Wentao Zhang, Lifei Wang, Lina Lu, Mingkun Xu, Shangyang Li, Yanchao Yang, Tao Fang
2026 A* conf
MedGR2: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning.
AAAI
Weihai Zhi, Jiayan Guo, Shangyang Li
2025 J jnl
Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks.
CoRR
Miao Jing, Mengting Jia, Junling Lin, Zhongxia Shen, Lijun Wang, Yuanyuan Peng, Huan Gao, Mingkun Xu, Shangyang Li
2025 B conf
Empowering Cross-Patient Adaptive-Length Epilepsy Diagnosis with ECNorm: A Channel-wise Approach.
CogSci
Kaixuan Wang, Tao Lu, Shangyang Li
2025 A conf
Harnessing Pre-trained Language Models for EEG-based Epilepsy Detection.
ICME
Tao Lu, Shangyang Li
2025 J jnl
MedGR
CoRR
Weihai Zhi, Jiayan Guo, Shangyang Li
2025 J jnl
Rethinking Nonlinearity: Trainable Gaussian Mixture Modules for Modern Neural Architectures.
CoRR
Weiguo Lu, Gangnan Yuan, Hong-Kun Zhang, Shangyang Li
2025 J jnl
Subgraph Federated Learning with Information Bottleneck Constrained Generative Learning.
ACM Trans. Knowl. Discov. Data
Shangyang Li, Jiayan Guo
2025 B conf
Unified Fusion Network Model for EEG Signals.
CogSci
Chunchang Shao, Shangyang Li
2024 A* conf
A differentiable brain simulator bridging brain simulation and brain-inspired computing.
ICLR
Chaoming Wang, Tianqiu Zhang, Sichao He, Hongyaoxing Gu, Shangyang Li, Si Wu
2023 J jnl
A differentiable brain simulator bridging brain simulation and brain-inspired computing.
CoRR
Chaoming Wang, Tianqiu Zhang, Sichao He, Yifeng Gong, Hongyaoxing Gu, Shangyang Li, Si Wu
2023 — conf
An Information Theoretic Perspective for Heterogeneous Subgraph Federated Learning.
DASFAA (1)
Jiayan Guo, Shangyang Li, Yan Zhang
2023 J jnl
DetAC: Approach to Detect Access Control Vulnerability in Web Application Based on Sitemap Model with Global Information Representation.
Int. J. Softw. Eng. Knowl. Eng.
Jiadong Ren, Mingyou Wu, Bing Zhang, Ke Xu, Shangyang Li, Qian Wang, Yue Chang, Tao Cheng
2022 — conf
Learning Robust Representation Through Graph Adversarial Contrastive Learning.
DASFAA (1)
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang
2022 J jnl
Learning Robust Representation through Graph Adversarial Contrastive Learning.
CoRR
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang
2020 J jnl
Excitation-Inhibition Balanced Neural Networks for Fast Signal Detection.
Frontiers Comput. Neurosci.
Gengshuo Tian, Shangyang Li, Tiejun Huang, Si Wu