Guoren Wang

6 papers Beijing Institute of Technology

• Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
• Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
• GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
• Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
• OpenGU: A Comprehensive Benchmark for Graph Unlearning
• Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration