115 citations · 115 across the 5 of their papers we have counts for
5 papers
TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents
Han Xiao, Hongjun Xu, Xin Zhang +2
Persistent memory helps long-term agents retain knowledge, yet a single update error can repeatedly distort future retrieval and reasoning. Most existing systems reduce memory upda…
G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks
Anchun Gui, Jinqiang Ye, Han Xiao
It has become a popular paradigm to transfer the knowledge of large-scale pre-trained models to various downstream tasks via fine-tuning the entire model parameters. However, with…
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation
Anchun Gui, Han Xiao
To fully leverage the advantages of large-scale pre-trained language models (PLMs) on downstream tasks, it has become a ubiquitous adaptation paradigm to fine-tune the entire param…
Multi-Perspective Neural Architecture for Recommendation System
Han Xiao, Yidong Chen, Xiaodong Shi
Currently, there starts a research trend to leverage neural architecture for recommendation systems. Though several deep recommender models are proposed, most methods are too simpl…
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions
Han Xiao, Minlie Huang, Xiaoyan Zhu
Knowledge representation is an important, long-history topic in AI, and there have been a large amount of work for knowledge graph embedding which projects symbolic entities and re…