Shuyu Dong

15 papers A* 2B 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Sparse Tuning Enhances Plasticity in PTM-based Continual Learning.
AAAI
Huan Zhang, Shenghua Fan, Shuyu Dong, Yujin Zheng, Dingwen Wang, Fan Lyu
2025 J jnl
Beyond Freezing: Sparse Tuning Enhances Plasticity in Continual Learning with Pre-Trained Models.
CoRR
Huan Zhang, Fan Lyu, Shuyu Dong, Shenghua Fan, Yujin Zheng, Dingwen Wang
2025 A* conf
DCILP: A Distributed Approach for Large-Scale Causal Structure Learning.
AAAI
Shuyu Dong, Michèle Sebag, Kento Uemura, Akito Fujii, Shuang Chang, Yusuke Koyanagi, Koji Maruhashi
2025 — conf
Learning Measurement Models via Subspace Identification and Clustering.
SSP
Shuyu Dong, Arthur Tenenhaus, Laurent Le Brusquet, Mohammed Nabil El Korso
2024 J jnl
DCDILP: a distributed learning method for large-scale causal structure learning.
CoRR
Shuyu Dong, Michèle Sebag, Kento Uemura, Akito Fujii, Shuang Chang, Yusuke Koyanagi, Koji Maruhashi
2022 — conf
From Graphs to DAGs: A Low-Complexity Model and a Scalable Algorithm.
ECML/PKDD (5)
Shuyu Dong, Michèle Sebag
2022 J jnl
From graphs to DAGs: a low-complexity model and a scalable algorithm.
CoRR
Shuyu Dong, Michèle Sebag
2022 J jnl
High-Dimensional Causal Discovery: Learning from Inverse Covariance via Independence-based Decomposition.
CoRR
Shuyu Dong, Kento Uemura, Akito Fujii, Shuang Chang, Yusuke Koyanagi, Koji Maruhashi, Michèle Sebag
2022 J jnl
New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition.
SIAM J. Matrix Anal. Appl.
Shuyu Dong, Bin Gao, Yu Guan, François Glineur
2022 J jnl
On the analysis of optimization with fixed-rank matrices: a quotient geometric view.
CoRR
Shuyu Dong, Bin Gao, Wen Huang, Kyle A. Gallivan
2021 — —
Low-rank matrix and tensor completion using graph-based regularization.
Shuyu Dong
2021 J jnl
New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition.
CoRR
Shuyu Dong, Bin Gao, Yu Guan, François Glineur
2020 J jnl
Alternating minimization algorithms for graph regularized tensor completion.
CoRR
Yu Guan, Shuyu Dong, Pierre-Antoine Absil, François Glineur
2019 B conf
Preconditioned conjugate gradient algorithms for graph regularized matrix completion.
ESANN
Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan
2017 B conf
Learning sparse models of diffusive graph signals.
ESANN
Shuyu Dong, Dorina Thanou, Pierre-Antoine Absil, Pascal Frossard