Shiyuan He

30 papers A* 4Misc 1Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance.
AAAI
Chengwei Sun, Jiwei Wei, Shiyuan He, Zeyu Ma, Yuyang Zhou, Ran Ran, Jie Zou, Yang Yang
2026 J jnl
Dual adaptive graph laplacian regularization for high-fidelity hyperspectral image fusion.
Inf. Fusion
Lingxin GongYe, Shiyuan He, Jianhua Guo
2026 A* conf
MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation.
AAAI
Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He, Jinyu Guo, Ning Xie
2025 A* conf
An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer.
ICML
Lifu Liu, Shiyuan He, Jianhua Guo
2025 J jnl
Fine-Grained Alignment and Interaction for Video Grounding With Cross-Modal Semantic Hierarchical Graph.
IEEE Trans. Circuits Syst. Video Technol.
Ran Ran, Jiwei Wei, Shiyuan He, Yuyang Zhou, Peng Wang, Yang Yang, Heng Tao Shen
2025 J jnl
Hyperspectral and Multispectral Image Fusion With Functional Data Analysis Techniques.
IEEE Trans. Geosci. Remote. Sens.
Lingxin GongYe, Shiyuan He, Jianhua Guo
2025 J jnl
MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation.
CoRR
Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He, Jinyu Guo, Ning Xie
2025 J jnl
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025.
CoRR
Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao
2025 A* conf
SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features.
IJCAI
Ke Liu, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang, Ning Xie, Yang Yang
2025 J jnl
Text-guided dynamic mouth motion capturing for person-generic talking face generation.
Knowl. Based Syst.
Ke Liu, Jiwei Wei, Ruiqi Yuan, Ruikun Chai, Shiyuan He, Zeyu Ma, Yang Yang
2024 J jnl
Boosting Adversarial Training with Hardness-Guided Attack Strategy.
IEEE Trans. Multim.
Shiyuan He, Jiwei Wei, Chaoning Zhang, Xing Xu, Jingkuan Song, Yang Yang, Heng Tao Shen
2024 J jnl
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate.
IEEE Trans. Signal Process.
Haishan Ye, Shiyuan He, Xiangyu Chang
2024 J jnl
Density-Aware Cloud Removal of Remote Sensing Imagery Using a Global-Local Fusion Transformer.
IEEE Trans. Geosci. Remote. Sens.
Quan Rui, Shiyuan He, Tianyu Li, Guoqing Wang, Ningjuan Ruan, Lin Mei, Yang Yang, Heng Tao Shen
2024 J jnl
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning.
CoRR
Yiming Shi, Jiwei Wei, Yujia Wu, Ran Ran, Chengwei Sun, Shiyuan He, Yang Yang
2024 J jnl
SVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values.
CoRR
Chengwei Sun, Jiwei Wei, Yujia Wu, Yiming Shi, Shiyuan He, Zeyu Ma, Ning Xie, Yang Yang
2024 J jnl
Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack Strategy.
IEEE Trans. Multim.
Jiwei Wei, Chen Pan, Shiyuan He, Guoqing Wang, Yang Yang, Heng Tao Shen
2023 J jnl
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty.
J. Mach. Learn. Res.
Shiyuan He, Hanxuan Ye, Kejun He
2023 J jnl
Bayesian Nonlinear Tensor Regression with Functional Fused Elastic Net Prior.
Technometrics
Shuoli Chen, Kejun He, Shiyuan He, Yang Ni, Raymond K. W. Wong
2023 J jnl
Category Alignment Adversarial Learning for Cross-Modal Retrieval.
IEEE Trans. Knowl. Data Eng.
Shiyuan He, Weiyang Wang, Zheng Wang, Xing Xu, Yang Yang, Xiaoming Wang, Heng Tao Shen
2023 J jnl
Spatial Linear Regression with Covariate Measurement Errors: Inference and Scalable Computation in a Functional Modeling Approach.
J. Comput. Graph. Stat.
Jiahao Cao, Shiyuan He, Bohai Zhang
2022 J jnl
Functional PCA With Covariate-Dependent Mean and Covariance Structure.
Technometrics
Fei Ding, Shiyuan He, David E. Jones, Jianhua Z. Huang
2022 J jnl
Improved Estimation of High-dimensional Additive Models Using Subspace Learning.
J. Comput. Graph. Stat.
Shiyuan He, Kejun He, Jianhua Z. Huang
2022 J jnl
Spline estimation of functional principal components via manifold conjugate gradient algorithm.
Stat. Comput.
Shiyuan He, Hanxuan Ye, Kejun He
2020 J jnl
Bidirectional Discrete Matrix Factorization Hashing for Image Search.
IEEE Trans. Cybern.
Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen
2020 — conf
Self-supervised adversarial learning for cross-modal retrieval.
MMAsia
Yangchao Wang, Shiyuan He, Xing Xu, Yang Yang, Jingjing Li, Heng Tao Shen
2019 J jnl
Correlation Distributions between an
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Yongbo Xia, Shiyuan He, Shaoping Chen
2018 J jnl
Learning binary codes with local and inner data structure.
Neurocomputing
Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2017 Misc conf
Efficient Supervised Hashing via Exploring Local and Inner Data Structure.
ADC
Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2017 J jnl
Singular-Value Decomposition Feature-Extraction Method for Cost-Performance Prediction.
J. Comput. Civ. Eng.
Shiyuan He, Jing Du, Jianhua Z. Huang
2014 J jnl
Graphical model selection and estimation for high dimensional tensor data.
J. Multivar. Anal.
Shiyuan He, Jianxin Yin, Hongzhe Li, Xing Wang