Huifeng Guo

26 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7393-8994 ↗Homepage ↗

Venues

CIKM ×6 SIGKDD ×5 WWW ×5 AAAI ×3 NeurIPS ×2 SIGIR ×2 ACL ×1 RecSys ×1 WSDM ×1

Frequent coauthors

Ruiming Tang

×19

Yichao Wang

×17

Xiangyu Zhao

×16

Pengyue Jia

×12

Xiaopeng Li

×11

Yong Liu

×10

Xiangyang Li

×7

Zhaocheng Du

×7

Yuhao Wang

×7

Bo Chen

×7

Wei Guo

×5

Yejing Wang

×5

Papers

Don't Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs
AAAI 2026 ·
Ziyi Zhao
,
Chongming Gao
,
Yang Zhang
,
Haoyan Liu
,
Weinan Gan
, Huifeng Guo,
Yong Liu
,
Fuli Feng
Exploring Recommender System Evaluation: A Multi-Modal LLM Agent Framework for A/B Testing
SIGKDD 2026 ·
Wenlin Zhang
,
Xiangyang Li
,
Qiyuan Ge
,
Kuicai Dong
,
Pengyue Jia
,
Xiaopeng Li
,
Zijian Zhang
,
Maolin Wang
,
Yichao Wang
, Huifeng Guo,
Ruiming Tang
,
Xiangyu Zhao
FuXi-γ: Efficient Sequential Recommendation with Exponential-Power Temporal Encoder and Diagonal-Sparse Positional Mechanism
SIGKDD 2026 ·
Dezhi Yi
,
Wei Guo
,
Wenyang Cui
,
Wenxuan He
, Huifeng Guo,
Yong Liu
,
Zhenhua Dong
,
Ye Lu
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
AAAI 2026 ·
Yingyi Zhang
,
Pengyue Jia
,
Derong Xu
,
Yi Wen
,
Xianneng Li
,
Yichao Wang
,
Wenlin Zhang
,
Xiaopeng Li
,
Weinan Gan
, Huifeng Guo,
Yong Liu
,
Xiangyu Zhao
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery
SIGIR 2026 ·
Xiaopeng Li
,
Wenlin Zhang
,
Yingyi Zhang
,
Pengyue Jia
,
Yejing Wang
,
Yichao Wang
,
Yong Liu
, Huifeng Guo,
Xiangyu Zhao
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
ACL 2025 ·
Pengyue Jia
,
Derong Xu
,
Xiaopeng Li
,
Zhaocheng Du
,
Xiangyang Li
,
Yichao Wang
,
Yuhao Wang
,
Qidong Liu
,
Maolin Wang
, Huifeng Guo,
Ruiming Tang
,
Xiangyu Zhao
Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation
WWW 2025 ·
Hao Wang
,
Wei Guo
,
Luankang Zhang
,
Jin Yao Chin
,
Yufei Ye
, Huifeng Guo,
Yong Liu
,
Defu Lian
,
Ruiming Tang
,
Enhong Chen
Joint Modeling in Deep Recommender Systems
WWW 2025 ·
Pengyue Jia
,
Jingtong Gao
,
Yejing Wang
,
Yuhao Wang
,
Xiaopeng Li
,
Qidong Liu
,
Yichao Wang
,
Bo Chen
, Huifeng Guo,
Ruiming Tang
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model
SIGIR 2025 ·
Luankang Zhang
,
Kenan Song
,
Yi Quan Lee
,
Wei Guo
,
Hao Wang
,
Yawen Li
, Huifeng Guo,
Yong Liu
,
Defu Lian
,
Enhong Chen
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations
WWW 2025 ·
Jingtong Gao
,
Bo Chen
,
Xiangyu Zhao
,
Weiwen Liu
,
Xiangyang Li
,
Yichao Wang
,
Wanyu Wang
, Huifeng Guo,
Ruiming Tang
LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models
SIGKDD 2025 ·
Ruiming Tang
,
Chenxu Zhu
,
Bo Chen
,
Weipeng Zhang
,
Menghui Zhu
,
Xinyi Dai
, Huifeng Guo
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration
SIGKDD 2025 ·
Yingyi Zhang
,
Pengyue Jia
,
Xianneng Li
,
Derong Xu
,
Maolin Wang
,
Yichao Wang
,
Zhaocheng Du
, Huifeng Guo,
Yong Liu
,
Ruiming Tang
,
Xiangyu Zhao
P-Law: Predicting Quantitative Scaling Law with Entropy Guidance in Large Recommendation Models
NeurIPS 2025 ·
Tingjia Shen
,
Hao Wang
,
Chuhan Wu
,
Jin Yao Chin
,
Wei Guo
,
Yong Liu
, Huifeng Guo,
Defu Lian
,
Ruiming Tang
,
Enhong Chen
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
NeurIPS 2025 ·
Wenlin Zhang
,
Xiangyang Li
,
Kuicai Dong
,
Yichao Wang
,
Pengyue Jia
,
Xiaopeng Li
,
Yingyi Zhang
,
Derong Xu
,
Zhaocheng Du
, Huifeng Guo,
Ruiming Tang
,
Xiangyu Zhao
Prompt Tuning as User Inherent Profile Inference Machine
CIKM 2025 ·
Yusheng Lu
,
Zhaocheng Du
,
Xiangyang Li
,
Pengyue Jia
,
Yejing Wang
,
Weiwen Liu
,
Yichao Wang
, Huifeng Guo,
Ruiming Tang
,
Zhenhua Dong
,
Yongrui Duan
,
Xiangyu Zhao
SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems
CIKM 2025 ·
Pengyue Jia
,
Zhaocheng Du
,
Yichao Wang
,
Xiangyu Zhao
,
Xiaopeng Li
,
Yuhao Wang
,
Qidong Liu
, Huifeng Guo,
Ruiming Tang
SampleLLM: Optimizing Tabular Data Synthesis in Recommendations
WWW 2025 ·
Jingtong Gao
,
Zhaocheng Du
,
Xiaopeng Li
,
Yichao Wang
,
Xiangyang Li
, Huifeng Guo,
Ruiming Tang
,
Xiangyu Zhao
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
CIKM 2025 ·
Xiaopeng Li
,
Jingtong Gao
,
Pengyue Jia
,
Xiangyu Zhao
,
Yichao Wang
,
Wanyu Wang
,
Yejing Wang
,
Yuhao Wang
, Huifeng Guo,
Ruiming Tang
AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising
RecSys 2024 ·
Yang Yang
,
Bo Chen
,
Chenxu Zhu
,
Menghui Zhu
,
Xinyi Dai
, Huifeng Guo,
Muyu Zhang
,
Zhenhua Dong
,
Ruiming Tang
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations
AAAI 2024 ·
Pengyue Jia
,
Yichao Wang
,
Shanru Lin
,
Xiaopeng Li
,
Xiangyu Zhao
, Huifeng Guo,
Ruiming Tang
Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation
WSDM 2024 ·
Yuhao Wang
,
Ziru Liu
,
Yichao Wang
,
Xiangyu Zhao
,
Bo Chen
, Huifeng Guo,
Ruiming Tang
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems
SIGKDD 2024 ·
Pengyue Jia
,
Yejing Wang
,
Zhaocheng Du
,
Xiangyu Zhao
,
Yichao Wang
,
Bo Chen
,
Wanyu Wang
, Huifeng Guo,
Ruiming Tang
Enhancing Click-through Rate Prediction in Recommendation Domain with Search Query Representation
CIKM 2024 ·
Yuening Wang
,
Man Chen
,
Yaochen Hu
,
Wei Guo
,
Yingxue Zhang
, Huifeng Guo,
Yong Liu
,
Mark Coates
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization
WWW 2024 ·
Zirui Zhu
,
Yong Liu
,
Zangwei Zheng
, Huifeng Guo,
Yang You
HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations
CIKM 2024 ·
Jingtong Gao
,
Bo Chen
,
Menghui Zhu
,
Xiangyu Zhao
,
Xiaopeng Li
,
Yuhao Wang
,
Yichao Wang
, Huifeng Guo,
Ruiming Tang
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
CIKM 2024 ·
Yuhao Wang
,
Yichao Wang
,
Zichuan Fu
,
Xiangyang Li
,
Wanyu Wang
,
Yuyang Ye
,
Xiangyu Zhao
, Huifeng Guo,
Ruiming Tang