Xiaowen Jiang

23 papers A* 11Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A practical randomized trust-region method to escape saddle points in high dimension.
CoRR
Radu-Alexandru Dragomir, Xiaowen Jiang, Bonan Sun, Nicolas Boumal
2026 J jnl
Enhancing LLM Training via Spectral Clipping.
CoRR
Xiaowen Jiang, Andrei Semenov, Sebastian U. Stich
2026 A* conf
Towards Foundation Models for MMKG: Multi-Task Inductive Generalization via Task-Aware Routing.
WWW
Shundong Yang, Jing Yang, Xiaowen Jiang, Xiaofen Wang, Laurence T. Yang, Yuan Gao, Xinfa Jiang, Jie Chen, Chaojun Zhang
2026 A* conf
Towards Multimodal Continual Knowledge Embedding wth Modality Forgetting Modulation.
AAAI
Xiaowen Jiang, Jing Yang, Shundong Yang, Yuan Gao, Xinfa Jiang, Laurence Tianruo Yang, Jieming Yang
2025 A* conf
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization.
ICML
Yuki Takezawa, Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2025 J jnl
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization.
CoRR
Yuki Takezawa, Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2025 J jnl
FedMuon: Federated Learning with Bias-corrected LMO-based Optimization.
CoRR
Yuki Takezawa, Anastasia Koloskova, Xiaowen Jiang, Sebastian U. Stich
2025 A* conf
From Knowledge Forgetting to Accumulation: Evolutionary Relation Path Passing for Lifelong Knowledge Graph Embedding.
SIGIR
Jing Yang, Xinfa Jiang, Xiaowen Jiang, Yuan Gao, Laurence T. Yang, Shaojun Zou, Shundong Yang
2025 J jnl
Non-Convex Federated Optimization under Cost-Aware Client Selection.
CoRR
Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2025 A* conf
Towards Multimodal Inductive Learning: Adaptively Embedding MMKG via Prototypes.
WWW
Shundong Yang, Jing Yang, Xiaowen Jiang, Yuan Gao, Laurence T. Yang, Ruikun Luo, Jieming Yang
2024 A* conf
An improved analysis of per-sample and per-update clipping in federated learning.
ICLR
Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
2024 A* conf
Federated Optimization with Doubly Regularized Drift Correction.
ICML
Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2024 J jnl
Federated Optimization with Doubly Regularized Drift Correction.
CoRR
Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2024 A* conf
Generalize to Fully Unseen Graphs: Learn Transferable Hyper-Relation Structures for Inductive Link Prediction.
ACM Multimedia
Jing Yang, Xiaowen Jiang, Yuan Gao, Laurence T. Yang, Jieming Yang
2024 J jnl
Identify the key genes and pathways of melatonin in age-dependent mice hippocampus regulation by transcriptome analysis.
Comput. Biol. Chem.
Yujia Gu, Jiayu Zhou, Qingchun Zhao, Xiaowen Jiang, Huiyuan Gao
2024 A* conf
Stabilized Proximal-Point Methods for Federated Optimization.
NeurIPS
Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2024 J jnl
Stabilized Proximal-Point Methods for Federated Optimization.
CoRR
Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich
2024 A* conf
Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction.
NeurIPS
Anton Rodomanov, Xiaowen Jiang, Sebastian U. Stich
2023 A* conf
Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction.
NeurIPS
Xiaowen Jiang, Sebastian U. Stich
2023 J jnl
Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction.
CoRR
Xiaowen Jiang, Sebastian U. Stich
2021 J jnl
A dynamic merge assistance method based on the concept of instantaneous virtual trajectory for vehicle-to-infrastructure connected vehicles.
J. Intell. Transp. Syst.
Xiaowen Jiang, Peter Jing Jin, Yizhou Wang
2017 J jnl
Gap metering for active traffic control at freeway merging sections.
J. Intell. Transp. Syst.
Peter Jing Jin, Jie Fang, Xiaowen Jiang, Michael Degaspari, C. Michael Walton
2013 — conf
Analyzing the impact of false-accident cyber attacks on traffic flow stability in connected vehicle environment.
ICCVE
Peter Jing Jin, Guohui Zhang, C. Michael Walton, Xiaowen Jiang, Amit Singh