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Xiaowen Chu — most-cited papers & profile · Similarity Search
← authors
·
overview
Xiaowen Chu
28
papers ·
554
citations ·
0
h-index
Hong Kong University of Science and Technology · Guangzhou University · University of Hong Kong · South China University of Technology
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Most-cited papers
Lora-fa: Memory-efficient Low-rank Adaptation For Large Language Models Fine-tuning
2023 · 186 citations
FADNet: A Fast and Accurate Network for Disparity Estimation
2020 · 100 citations
A Comprehensive Survey of Incentive Mechanism for Federated Learning
2021 · 60 citations
Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection
2020 · 50 citations
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks
2021 · 42 citations
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks
2021 · 42 citations
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
2022 · 17 citations
Dissecting The Runtime Performance Of The Training, Fine-tuning, And Inference Of Large Language Models
2023 · 16 citations
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
2023 · 11 citations
IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation
2019 · 10 citations
FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks
2021 · 4 citations
EnsembleFollower: A Hybrid Car-Following Framework Based On Reinforcement Learning and Hierarchical Planning
2023 · 4 citations
FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training
2023 · 3 citations
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
2024 · 3 citations
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
2025 · 2 citations
Top co-authors
Abhinandan Patni
· 1
Choon Hui Teo
· 1
Pooja Maknikar
· 1
Priyanka Nigam
· 1
SVN Vishwanathan
· 1
Vihan Lakshman
· 1
Topics
Federated Learning
Efficiency
Fine-Tuning
Training Techniques
Model-Based RL
3D Vision
Data Heterogeneity
Offline RL
cs.CL
cs.LG