Search Results for author: Zhixiang Liang

Found 2 papers, 1 papers with code

Enhanced Generative Recommendation via Content and Collaboration Integration

no code implementations27 Mar 2024 Yidan Wang, Zhaochun Ren, Weiwei Sun, Jiyuan Yang, Zhixiang Liang, Xin Chen, Ruobing Xie, Su Yan, Xu Zhang, Pengjie Ren, Zhumin Chen, Xin Xin

However, existing generative recommendation approaches still encounter challenges in (i) effectively integrating user-item collaborative signals and item content information within a unified generative framework, and (ii) executing an efficient alignment between content information and collaborative signals.

Collaborative Filtering Language Modelling +1

InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents

1 code implementation5 Mar 2024 Qiusi Zhan, Zhixiang Liang, Zifan Ying, Daniel Kang

Recent work has embodied LLMs as agents, allowing them to access tools, perform actions, and interact with external content (e. g., emails or websites).

Benchmarking Language Modelling +1

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