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2020 – today
- 2024
[j2]Sichun Luo
, Yuxuan Yao, Haohan Zhao, Linqi Song:
A Language Model-Based Fine-Grained Address Resolution Framework in UAV Delivery System. IEEE J. Sel. Top. Signal Process. 18(3): 529-539 (2024)- [j1]Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song:
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training. ACM Trans. Intell. Syst. Technol. 15(5): 98:1-98:24 (2024) - [c7]Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song:
Large Language Models Augmented Rating Prediction in Recommender System. ICASSP 2024: 7960-7964 - [c6]Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li:
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. ICLR 2024 - [c5]Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li:
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. ICLR 2024 - [c4]Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song:
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. WWW (Companion Volume) 2024: 1099-1102 - [i12]Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song:
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation. CoRR abs/2401.13870 (2024) - [i11]Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song:
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. CoRR abs/2403.06097 (2024) - [i10]Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song:
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner. CoRR abs/2403.19094 (2024) - [i9]Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song:
Privacy in LLM-based Recommendation: Recent Advances and Future Directions. CoRR abs/2406.01363 (2024) - [i8]Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song:
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling. CoRR abs/2410.03777 (2024) - 2023
- [c3]Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song:
Improving Long-Tail Item Recommendation with Graph Augmentation. CIKM 2023: 1707-1716 - [i7]Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song:
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training. CoRR abs/2305.06622 (2023) - [i6]Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li:
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. CoRR abs/2308.07921 (2023) - [i5]Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li:
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. CoRR abs/2310.03731 (2023) - [i4]Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song:
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation. CoRR abs/2312.16018 (2023) - 2022
- [c2]Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song:
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CIKM 2022: 1389-1398 - [c1]Sichun Luo, Yuanzhang Xiao, Linqi Song:
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CIKM 2022: 4289-4293 - [i3]Sichun Luo, Yuanzhang Xiao, Linqi Song:
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CoRR abs/2208.09375 (2022) - [i2]Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song:
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CoRR abs/2208.09586 (2022) - [i1]Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song:
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation. CoRR abs/2208.10692 (2022)
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