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Yixin Liu — most-cited papers & profile · Computer Vision
← authors
·
overview
Yixin Liu
24
papers ·
161
citations ·
19
h-index
Griffith University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Neural Networks for Graphs with Heterophily: A Survey
2022 · 87 citations
Adversarial Attack and Defense on Graph Data: A Survey
2018 · 52 citations
Re-evaluating Automatic LLM System Ranking For Alignment With Human Preference
2025 · 17 citations
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models
2023 · 2 citations
Dynhd: Hallucination Detection For Diffusion Large Language Models Via Denoising Dynamics Deviation Learning
2026 · 1 citations
Graph-augmented Large Language Model Agents: Current Progress And Future Prospects
2025 · 1 citations
Everybody Compose: Deep Beats To Music
2023 · 1 citations
Blindguard: Safeguarding Llm-based Multi-agent Systems Under Unknown Attacks
2026
Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents?
2026
References Improve LLM Alignment in Non-Verifiable Domains
2026
Examining Reasoning LLMs-as-Judges in Non-Verifiable LLM Post-Training
2026
RankLLM: Weighted Ranking of LLMs by Quantifying Question Difficulty
2026
On Evaluating LLM Alignment by Evaluating LLMs as Judges
2025
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
2025
Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning
2025
Topics
Evaluation
Fine-Tuning
Safety & Alignment
Training Techniques
cs.CL
cs.AI
Multi-Agent
Code Agents
cs.LG
graph-based