Shiqiang Wang

9 papers at tracked venues · 7 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×3 ICLR ×2 AAAI ×1 AISTATS ×1 ICML ×1 IJCAI ×1

Frequent coauthors

Herbert Woisetschläger

×3

Hans-Arno Jacobsen

×3

Christopher G. Brinton

×2

Mingyue Ji

×2

Daouda Sow

×1

Saikiran Bulusu

×1

Yingbin Liang

×1

Ryan Zhang

×1

Adam Piaseczny

×1

Md Kamran Chowdhury Shisher

×1

Jiayi Wang

×1

Rong-Rong Chen

×1

Papers

Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
ICLR 2025 ·
Daouda Sow
,
Herbert Woisetschläger
,
Saikiran Bulusu
, Shiqiang Wang,
Hans-Arno Jacobsen
,
Yingbin Liang
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
NeurIPS 2025 ·
Herbert Woisetschläger
,
Ryan Zhang
, Shiqiang Wang,
Hans-Arno Jacobsen
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
NeurIPS 2025 ·
Adam Piaseczny
,
Md Kamran Chowdhury Shisher
, Shiqiang Wang,
Christopher Brinton
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
ICLR 2024 · Shiqiang Wang,
Mingyue Ji
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
ICML 2024 ·
Jiayi Wang
, Shiqiang Wang,
Rong-Rong Chen
,
Mingyue Ji
A Survey on Efficient Federated Learning Methods for Foundation Model Training
IJCAI 2024 ·
Herbert Woisetschläger
,
Alexander Erben
, Shiqiang Wang,
Ruben Mayer
,
Hans-Arno Jacobsen
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
AAAI 2024 ·
Guojun Xiong
,
Gang Yan
, Shiqiang Wang,
Jian Li
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning
AISTATS 2024 ·
Divyansh Jhunjhunwala
, Shiqiang Wang,
Gauri Joshi
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
NeurIPS 2024 ·
Wenzhi Fang
,
Dong-Jun Han
,
Evan Chen
, Shiqiang Wang,
Christopher G. Brinton