Li, Zhixun
- A Survey of Graph Meets Large Language Model: Progress and Future Directions
2023/11/21 by Yuhan Li, Zhixun Li, Li, Yuhan +11 · 1 voice · 7 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Topic Modeling #cs.CL #cs.LG #cs.SI
- Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
2025/10/21 by Ling Team, Shen, Anqi, Li, Baihui +101 · 2 voices · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
2024/10/03 by Guibin Zhang, Zhang, Guibin, Yanwei Yue +15 · 27 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
- ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs
2024/02/17 by Li, Yuhan, Wang, Peisong, Li, Zhixun +2 · 17 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- GSLB: The Graph Structure Learning Benchmark
2023/10/08 by Li, Zhixun, Wang, Liang, Sun, Xin +8 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection
2022/10/22 by Zhixun Li, Dingshuo Chen, Li, Zhixun +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Rethinking Fair Graph Neural Networks from Re-balancing
2024/07/16 by Li, Zhixun, Dong, Yushun, Liu, Qiang +1 · 3 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Uncovering Neural Scaling Laws in Molecular Representation Learning
2023/09/15 by Chen, Dingshuo, Zhu, Yanqiao, Zhang, Jieyu +5 · 2 citations
#Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification
2025/02/10 by Zhixun Li, Dingshuo Chen, Li, Zhixun +13 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey
2025/05/22 by Zhixun Li, Li, Zhixun, Bin Cao +21 · 4 citations
Chemistry · Materials Science · #Artificial Intelligence (cs.AI) #Block Copolymer Self-Assembly #FOS: Computer and information sciences #FOS: Physical sciences #Inorganic Chemistry and Materials #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora
2025/06/26 by Fangyuan Zhang, Zhang, Fangyuan, Zhengjun Huang +15 · 5 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
2024/09/02 by Dingshuo Chen, Zhixun Li, Chen, Dingshuo +15 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Genetics, Bioinformatics, and Biomedical Research
- GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
2024/10/17 by Guibin Zhang, Haonan Dong, Zhang, Guibin +17 · 1 citation
Computer Science · #Software Engineering Research