Hu, Hengchang

1. Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems
   2023/08/30 by Hu, Hengchang, Guo, Wei, Liu, Yong +1 · 6 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
2. Do We Really Need Graph Neural Networks for Traffic Forecasting?
   2023/01/30 by Liu, Xu, Liang, Yuxuan, Huang, Chao +4 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
3. Discrete Semantic Tokenization for Deep CTR Prediction
   2024/03/13 by Liu, Qijiong, Hu, Hengchang, Wu, Jiahao +3 · 4 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
4. Vector Quantization for Recommender Systems: A Review and Outlook
   2024/05/06 by Qijiong Liu, Xiaoyu Dong, Liu, Qijiong +15 · 4 citations
   Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research
5. TF-DCon: Leveraging Large Language Models (LLMs) to Empower Training-Free Dataset Condensation for Content-Based Recommendation
   2023/10/15 by Jiahao Wu, Wu, Jiahao, Qijiong Liu +13 · 2 citations
   Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
6. Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
   2025/03/07 by Liu, Qijiong, Zhu, Jieming, Fan, Lu +5 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
7. Modeling and Leveraging Prerequisite Context in Recommendation
   2022/09/23 by Hengchang Hu, Hu, Hengchang, Liangming Pan +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
8. Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems
   2024/05/03 by Chuang Li, Li, Chuang, Yang Deng +7 · 2 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
9. Lightweight Modality Adaptation to Sequential Recommendation via Correlation Supervision
   2024/01/14 by Hu, Hengchang, Liu, Qijiong, Li, Chuang +1 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)