Sichun Luo

33 papers A* 3A 3B 1Misc 1Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrating Large Language Models Into Recommendation via Mutual Augmentation and Adaptive Aggregation.
IEEE J. Sel. Top. Signal Process.
Sichun Luo, Yuxuan Yao, Bowei He, Wei Shao, Jian Xu, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Hanxu Hou, Mingjie Zhan, Linqi Song
2026 J jnl
RALLRec+: Retrieval augmented large language model recommendation with reasoning.
Expert Syst. Appl.
Sichun Luo, Jian Xu, Xiaojie Zhang, Linrong Wang, Sicong Liu, Hanxu Hou, Linqi Song
2025 B conf
A Cross-Modal Information Retrieval Framework Based on an Interactive Encoder and Re-Ranking Algorithm.
IEEE Big Data
Xiaoyan Zhou, Sichun Luo, Linqi Song, Hanxu Hou
2025 J jnl
ClarifyMT-Bench: Benchmarking and Improving Multi-Turn Clarification for Conversational Large Language Models.
CoRR
Sichun Luo, Huang Yi, Mukai Li, Shichang Meng, Fengyuan Liu, Zefa Hu, Junlan Feng, Qi Liu
2025 J jnl
Cognitive Alpha Mining via LLM-Driven Code-Based Evolution.
CoRR
Fengyuan Liu, Huang Yi, Sichun Luo, Yuqi Wang, Yazheng Yang, Xinye Li, Zefa Hu, Junlan Feng, Qi Liu
2025 J jnl
Cooperative Multi-Model Training for Personalized Federated Learning Over Heterogeneous Devices.
IEEE J. Sel. Top. Signal Process.
Jian Xu, Shuo Wan, Yinchuan Li, Sichun Luo, Zhilin Chen, Yunfeng Shao, Zhitang Chen, Shao-Lun Huang, Linqi Song
2025 A* conf
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling.
ICLR
Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song
2025 J jnl
RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning.
CoRR
Sichun Luo, Jian Xu, Xiaojie Zhang, Linrong Wang, Sicong Liu, Hanxu Hou, Linqi Song
2025 — conf
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning.
WWW (Companion Volume)
Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song
2025 J jnl
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning.
CoRR
Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song
2025 J jnl
Reasoning Meets Personalization: Unleashing the Potential of Large Reasoning Model for Personalized Generation.
CoRR
Sichun Luo, Guanzhi Deng, Jian Xu, Xiaojie Zhang, Hanxu Hou, Linqi Song
2025 J jnl
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.
ACM Trans. Inf. Syst.
Sichun Luo, Bowei He, Haohan Zhao, Wei Shao, Yanlin Qi, Yinya Huang, Aojun Zhou, Yuxuan Yao, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
2024 J jnl
A Language Model-Based Fine-Grained Address Resolution Framework in UAV Delivery System.
IEEE J. Sel. Top. Signal Process.
Sichun Luo, Yuxuan Yao, Haohan Zhao, Linqi Song
2024 — conf
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery.
WWW (Companion Volume)
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
2024 J jnl
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery.
CoRR
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
2024 J jnl
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling.
CoRR
Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song
2024 J jnl
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation.
CoRR
Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
2024 Misc conf
Large Language Models Augmented Rating Prediction in Recommender System.
ICASSP
Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song
2024 J jnl
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner.
CoRR
Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song
2024 A* conf
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.
ICLR
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2024 J jnl
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.
ACM Trans. Intell. Syst. Technol.
Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song
2024 J jnl
Privacy in LLM-based Recommendation: Recent Advances and Future Directions.
CoRR
Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song
2024 A* conf
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.
ICLR
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2023 A conf
Improving Long-Tail Item Recommendation with Graph Augmentation.
CIKM
Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song
2023 J jnl
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.
CoRR
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2023 J jnl
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.
CoRR
Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song
2023 J jnl
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.
CoRR
Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
2023 J jnl
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.
CoRR
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2022 A conf
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.
CIKM
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
2022 J jnl
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.
CoRR
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
2022 A conf
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.
CIKM
Sichun Luo, Yuanzhang Xiao, Linqi Song
2022 J jnl
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.
CoRR
Sichun Luo, Yuanzhang Xiao, Linqi Song
2022 J jnl
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation.
CoRR
Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song