About
Hey! I’m Liangliang Zhang, a Ph.D. student of Computer Science at Rensselaer Polytechnic Institute (RPI) under the supervision of Prof. Yao Ma. I received a bachelor’s degree in Software Engineering from the Central South University (CSU). Check and download my CV here (PDF).
Find me online:
LinkedIn  | Google Scholar  | GitHub
Research Interests
- Large Language Models, GraphRAG, Knowledge Graphs
- Machine Learning with Graphs, Graph Neural Networks
- Trustworthiness in Multimodal Systems
- Data-Centric AI, Data Condensation
News
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[05/2025] Check our preprint on Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking.
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[05/2025] Excited to join IBM Research as a summer research intern, mentored by Dr. Nandana Mihindukulasooriya.
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[04/2025] Our paper Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study is accepted by Transactions on Machine Learning Research (TMLR).
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[04/2025] Our paper Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey is accepted by ACM Transactions on Knowledge Discovery from Data (TKDD).
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[06/2024] Received the KDD2024 Student Travel Award.
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[05/2024] We are presenting a tutorial on Safe Multi-Modal Machine Learning at KDD 2024.
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[05/2024] Our survey A Survey on Safe Multi-Modal Learning System. is accepted by KDD 2024.