Shuyang Yu

38 papers A* 9B 1Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Duel-Evolve: Reward-Free Test-Time Scaling via LLM Self-Preferences.
CoRR
Sweta Karlekar, Carolina Zheng, Magnus Saebo, Nicolas Beltran-Velez, Shuyang Yu, John Bowlan, Michal Kucer, David M. Blei
2026 A* conf
ToC: Tree-of-Claims Search with Multi-Agent Language Models.
AAAI
Shuyang Yu, Jianan Liang, Hui Hu
2025 J jnl
Disentangling Task Interference within Neurons: Model Merging in Alignment with Neuronal Mechanisms.
CoRR
Zitao Fang, Guodong Du, Shuyang Yu, Yifei Guo, Yiwei Zhang, Jing Li, Ho-Kin Tang, Sim Kuan Goh
2025 — conf
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs.
NAACL (Long Papers)
Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao
2025 J jnl
Fast Online Adaptive Neural MPC via Meta-Learning.
CoRR
Yu Mei, Xinyu Zhou, Shuyang Yu, Vaibhav Srivastava, Xiaobo Tan
2025 J jnl
Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths.
IEEE Trans. Neural Networks Learn. Syst.
Yajing Fan, Shuyang Yu, Bin Gu, Ziran Xiong, Zhou Zhai, Heng Huang, Yi Chang
2025 J jnl
NeurIPT: Foundation Model for Neural Interfaces.
CoRR
Zitao Fang, Chenxuan Li, Hongting Zhou, Shuyang Yu, Guodong Du, Ashwaq Qasem, Yang Lu, Jing Li, Junsong Zhang, Sim Kuan Goh
2025 — conf
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer.
ACL (1)
Guodong Du, Zitao Fang, Jing Li, Junlin Li, Runhua Jiang, Shuyang Yu, Yifei Guo, Yangneng Chen, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Honghai Liu, Min Zhang
2025 J jnl
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer.
CoRR
Guodong Du, Zitao Fang, Jing Li, Junlin Li, Runhua Jiang, Shuyang Yu, Yifei Guo, Yangneng Chen, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Honghai Liu, Min Zhang
2025 A* conf
To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging.
EMNLP
Zitao Fang, Guodong Du, Shuyang Yu, Yifei Guo, Yiwei Zhang, Yiyao Cao, Jing Li, Ho-Kin Tang, Sim Kuan Goh
2025 J jnl
ToC: Tree-of-Claims Search with Multi-Agent Language Models.
CoRR
Shuyang Yu, Jianan Liang, Hui Hu
2024 B conf
CADE: Cosine Annealing Differential Evolution for Spiking Neural Network.
IJCNN
Runhua Jiang, Guodong Du, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang
2024 J jnl
CADE: Cosine Annealing Differential Evolution for Spiking Neural Network.
CoRR
Runhua Jiang, Guodong Du, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang
2024 J jnl
Driving scheme for residual image reduction in active-matrix organic light-emitting diodes display.
Microelectron. J.
Zhiyong Xiong, Shuyang Yu, Qingchen Cao
2024 J jnl
Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs.
CoRR
Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao
2024 — conf
Knowledge Fusion By Evolving Weights of Language Models.
ACL (Findings)
Guodong Du, Jing Li, Hanting Liu, Runhua Jiang, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang
2024 J jnl
Knowledge Fusion By Evolving Weights of Language Models.
CoRR
Guodong Du, Jing Li, Hanting Liu, Runhua Jiang, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang
2024 A* conf
Parameter Competition Balancing for Model Merging.
NeurIPS
Guodong Du, Junlin Lee, Jing Li, Runhua Jiang, Yifei Guo, Shuyang Yu, Hanting Liu, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Min Zhang
2024 J jnl
Parameter Competition Balancing for Model Merging.
CoRR
Guodong Du, Junlin Lee, Jing Li, Runhua Jiang, Yifei Guo, Shuyang Yu, Hanting Liu, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Min Zhang
2024 A* conf
Safe and Robust Watermark Injection with a Single OoD Image.
ICLR
Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2024 J jnl
Towards Stability of Parameter-free Optimization.
CoRR
Yijiang Pang, Shuyang Yu, Hoang Bao, Jiayu Zhou
2023 A* conf
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers.
ICML
Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
2023 J jnl
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers.
CoRR
Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
2023 J jnl
Safe and Robust Watermark Injection with a Single OoD Image.
CoRR
Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023 A* conf
Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection.
ICLR
Shuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023 J jnl
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning.
CoRR
Shuyang Yu, Junyuan Hong, Yi Zeng, Fei Wang, Ruoxi Jia, Jiayu Zhou
2022 A* conf
Robust Unsupervised Domain Adaptation from A Corrupted Source.
ICDM
Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou
2021 J jnl
A kernel path algorithm for general parametric quadratic programming problem.
Pattern Recognit.
Bin Gu, Ziran Xiong, Shuyang Yu, Guansheng Zheng
2021 J jnl
A multi-scale convolutional neural network with context for joint segmentation of optic disc and cup.
Artif. Intell. Medicine
Xin Yuan, Lingxiao Zhou, Shuyang Yu, Miao Li, Xiang Wang, Xiujuan Zheng
2021 A* conf
Federated Adversarial Debiasing for Fair and Transferable Representations.
KDD
Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou
2021 J jnl
Machine Learning Method for Continuous Noninvasive Blood Pressure Detection Based on Random Forest.
IEEE Access
Xiaohui Chen, Shuyang Yu, Yongfang Zhang, Fangfang Chu, Bin Sun
2020 — conf
Body Fat Percentage Prediction Algorithm Based on PSO-ELM Model and BIA.
ICCDE
Xiaohui Chen, Wenxuan Xie, Shuyang Yu
2019 J jnl
A Weighted Deep Domain Adaptation Method for Industrial Fault Prognostics According to Prior Distribution of Complex Working Conditions.
IEEE Access
Zhenyu Wu, Shuyang Yu, Xinning Zhu, Yang Ji, Michael G. Pecht
2019 A* conf
Tackle Balancing Constraint for Incremental Semi-Supervised Support Vector Learning.
KDD
Shuyang Yu, Bin Gu, Kunpeng Ning, Haiyan Chen, Jian Pei, Heng Huang
2018 J jnl
A Weighted Deep Representation Learning Model for Imbalanced Fault Diagnosis in Cyber-Physical Systems.
Sensors
Zhenyu Wu, Yang Guo, Wenfang Lin, Shuyang Yu, Yang Ji
2011 — conf
Joint Spectrum Sensing in Distributed MIMO Systems.
VTC Spring
Shuyang Yu, Xiangyang Wang
2011 — conf
Optimal Soft Combination and Cooperative Sensing in Distributed Antenna Systems.
VTC Spring
Wentao Yu, Shuyang Yu, Xiangyang Wang
2009 J jnl
Bandpass Sampling of One RF Signal Over Multiple RF Signals With Contiguous Spectrums.
IEEE Signal Process. Lett.
Shuyang Yu, Xiangyang Wang