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Xinyuan Song — most-cited papers & profile · AI for Science
← authors
·
overview
Xinyuan Song
31
papers ·
77
citations ·
0
h-index
Emory University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
2024 · 39 citations
Demystifying the Roles of LLM Layers in Retrieval, Knowledge, and Reasoning
2025 · 10 citations
SEDM: Scalable Self-Evolving Distributed Memory for Agents
2025 · 8 citations
Securing Large Language Models: Addressing Bias, Misinformation, and Prompt Attacks
2024 · 7 citations
Symphony: A Decentralized Multi-Agent Framework for Scalable Collective Intelligence
2025 · 5 citations
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications
2024 · 3 citations
Enhancing Low-Cost Video Editing with Lightweight Adaptors and Temporal-Aware Inversion
2025 · 2 citations
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey
2024 · 2 citations
Deep Learning, Machine Learning -- Digital Signal and Image Processing: From Theory to Application
2024 · 1 citations
ISO: An RLVR-Native Optimization Stack
2026
ActTail: Global Activation Sparsity in Large Language Models
2026
ShapLoRA: Allocation of Low-rank Adaption on Large Language Models via Shapley Value Inspired Importance Estimation
2026
CML-Bench: A Framework for Evaluating and Enhancing LLM-Powered Movie Scripts Generation
2025
AutoSurvey2: Empowering Researchers with Next Level Automated Literature Surveys
2025
Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows
2025
Topics
cs.AI
cs.CL
Evaluation
Multi-Agent
Benchmarks
cs.LG
Orchestration
cs.CV
Model Architecture
Training Techniques