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Dongsheng Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Dongsheng Li
12
papers ·
49
citations ·
41
h-index
National University of Defense Technology · Northeast Electric Power University · China Waterborne Transport Research Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
2022 · 22 citations
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance
2023 · 14 citations
FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation
2025 · 9 citations
Bidirectional Knowledge Distillation for Enhancing Sequential Recommendation with Large Language Models
2025 · 2 citations
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension
2024 · 2 citations
FOAM: Blocked State Folding for Memory-Efficient LLM Training
2025
Graph2Region: Efficient Graph Similarity Learning with Structure and Scale Restoration
2025
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
2025
Prompt Disentanglement via Language Guidance and Representation Alignment for Domain Generalization
2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning
2025
Toward Open-ended Embodied Tasks Solving
2023
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance
2024
Topics
Collaborative Filtering
Training Techniques
Sequential & Session
Efficiency
Multi-Agent
Vision-Language Models
LLM-based
Theory & Expressivity
GNN Architectures
Model-Based RL