Guilin Qi

CARD: Towards Conditional Design of Multi-agent Topological Structures

AutoQG: An Automated Framework for Evidence-Traceable Question Generation via Ontology-Guided Knowledge Graph Construction

Knowledge Externalization: Reversible Unlearning and Modular Retrieval in Multimodal Large Language Models

Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models

Coupling Attention and Memory: A Dynamic Memory Module for Efficient Adapation with Pretrained LLMs

AdaptiveResidual: Inference-Time Trust Calibration for Contextual Knowledge Injection

Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning

K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling

Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying

Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking Using Knowledge Graphs

SymTex: A New Benchmark for Non-monotonic Reasoning Capability of Large Language Models