Liu, Xiaohao
- LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation
2025/06/16 by Yingzhi He, Xiaohao Liu, He, Yingzhi +7 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Fine-tuning Multimodal Large Language Models for Product Bundling
2024/07/16 by Liu, Xiaohao, Wu, Jie, Tao, Zhulin +3 · 3 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Continual Multimodal Contrastive Learning
2025/03/19 by Xiaohao Liu, Liu, Xiaohao, Xiaobo Xia +5 · 7 citations
Psychology · #Communication in Education and Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
2025/06/08 by Leheng Sheng, C. P. Shen, Sheng, Leheng +15 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
- Towards Modality Generalization: A Benchmark and Prospective Analysis
2024/12/24 by Liu, Xiaohao, Xia, Xiaobo, Huang, Zhuo +2 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
2025/05/23 by Liu, Xiaohao, Xia, Xiaobo, Zhao, Weixiang +6 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ToDA: Target-oriented Diffusion Attacker against Recommendation System
2024/01/23 by Xiaohao Liu, Liu, Xiaohao, Zhulin Tao +9 · 2 citations
Psychology · Computer Science · #Mental Health via Writing #Sentiment Analysis and Opinion Mining #Machine Learning in Healthcare
- Principled Multimodal Representation Learning
2025/07/23 by Liu, Xiaohao, Xia, Xiaobo, Ng, See-Kiong +1 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)