Linbo Qiao

National University of Defense Technology — China

Engineering · Physical Sciences

17h-index1.6kcitations107works1.42yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(25), Topic Modeling(20), Stochastic Gradient Optimization Techniques(19), Advanced Neural Network Applications(16), Natural Language Processing Techniques(13)

Publications107 total

A survey on memory-efficient transformer-based model training in AI for science
Frontiers of Computer Science·2026
1019 - ParaDySe: A Parallel-Strategy Switching Framework for Dynamic Sequence Lengths in Transformer
Underline Science Inc.·2026Open Access
ParaDySe: A Parallel Strategy Switching Framework for Dynamic Sequences in Transformer-based Large Language Models
Underline Science Inc.·2026Open Access
Multi-granularity Complex Question Answering Over Temporal Knowledge Graphs
Lecture notes in computer science·2025
ParaDySe: A Parallel-Strategy Switching Framework for Dynamic Sequence Lengths in Transformer
arXiv (Cornell University)·2025Open Access
Harnessing Heterogeneous Social Networks for Better Group Recommendations: An Integrated Approach Towards Cold-Start Problem
Lecture notes in computer science·2025
Memory-efficient tensor parallelism for long-sequence Transformer training
Frontiers of Information Technology & Electronic Engineering·2025· 1 cited
Koala: Efficient Pipeline Training through Automated Schedule Searching on Domain-Specific Language
ACM Transactions on Architecture and Code Optimization·2025Open Access
Training large-scale language models with limited GPU memory: a survey
Frontiers of Information Technology & Electronic Engineering·2025· 2 cited
A Survey on Memory-Efficient Transformer-Based Model Training in AI for Science
arXiv (Cornell University)·2025Open Access
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis
2025Open Access
Automatic parallelism strategy generation with minimal memory redundancy
Frontiers of Information Technology & Electronic Engineering·2024
Unified Contextualized Knowledge Embedding Method for Static and Temporal Knowledge Graph
IEEE Transactions on Audio Speech and Language Processing·2024
Adaptive Selective Knowledge Distillation: Not Blindly Accepting Teachers as Oracles
Lecture notes in computer science·2024· 1 cited
MGEPM: Specific Composition Style Melody Generation Based on Music Gene Expression Programming
2024· 2 cited
A unified multimodal classification framework based on deep metric learning
Neural Networks·2024· 8 cited
DELTA: Memory-Efficient Training via Dynamic Fine-Grained Recomputation and Swapping
ACM Transactions on Architecture and Code Optimization·2024Open Access
FEW: Multi-modal Recommendation for Cold-Start
2024· 2 cited
LFDe: A Lighter, Faster and More Data-Efficient Pre-training Framework for Event Extraction
2024· 3 cited
Emancipating Event Extraction from the Constraints of Long-Tailed Distribution Data Utilizing Large Language Models
2024
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Frequent Co-authors

Dongsheng Li(17), Zhigang Kan(13), Jinshu Su(9), Zhiquan Lai(6), Xicheng Lu(6), Zhengfa Liang(5), Yiliu Feng(5), Hengzhu Liu(5), Yifu Gao(5), Tao Sun(5), Yulan Guo(4), Jianfeng Zhang(4), Jingjing Xiao(4), Linhui Feng(4), Bofeng Zhang(4), Li Zhou(3), Wei Chen(3), Liwen Peng(3), Shengwei Li(3), Keshi Ge(3)