FL
Fuyuan Lyu
cs.IRcs.AIcs.LGcs.CLcs.CEcs.CVcs.DCcs.MAcs.NIcs.RO
On Valency
published · living versionsW_bazqgfub·v1 · currentpublished
Towards a Unified Framework of Optimal Input-Side Dimensional Configuration for Deep CTR Prediction
with Chaohua Yang, Xing Tang, Dugang Liu, Xiuqiang He +1
1 version
Preprints & journals
35 papers in the corpus · 2020–2026SkillForgeBench: Evaluating Agent Reliability Grounded in Agent Skill Specifications2610.14918v1 · Zhengxi Li, Junyi Zhou, Qiyuan Zhang et al.2026 · 0 citationsarXiv
GeoWind2Plan: Mission-Time 3D Urban Wind Prediction for Energy-Efficient UAV Planning2609.36056v1 · Shaoxiang Qin, Yucheng Zhao, Fuyuan Lyu et al.2026 · 0 citationsarXiv
Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA2605.31064v1 · Hao Chen, Xing Tang, Qirui Liu et al.2026 · 0 citationsarXiv
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents2605.27068v2 · Ye Yuan, Rui Song, Weien Li et al.2026 · 0 citationsarXiv
Herculean: An Agentic Benchmark for Financial Intelligence2605.14355v4 · Xueqing Peng, Zhuohan Xie, Yupeng Cao et al.2026 · 1 citationarXiv
Retrieve-then-Adapt: Retrieval-Augmented Test-Time Adaptation for Sequential Recommendation2604.05379v2 · Xing Tang, Ziqiang Cui, Jingyang Bin et al.2026 · 0 citationsarXiv
Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA2604.05387v1 · Xing Tang, Hao Chen, Shiwei Li et al.2026 · 1 citationarXiv
Beyond Message Passing: A Semantic View of Agent Communication Protocols2604.02369v3 · Dun Yuan, Fuyuan Lyu, Ye Yuan et al.2026 · 0 citationsarXiv
The Workload-Router-Pool Architecture for LLM Inference Optimization: A Vision Paper from the vLLM Semantic Router Project2603.21354v2 · Huamin Chen, Xunzhuo Liu, Bowei He et al.2026 · 0 citationsarXiv
RubricBench: Aligning Model-Generated Rubrics with Human Standards2603.01562v2 · Qiyuan Zhang, Junyi Zhou, Yufei Wang et al.2026 · 0 citationsarXiv
Give Users the Wheel: Towards Promptable Recommendation Paradigm2602.18929v2 · Fuyuan Lyu, Chenglin Luo, Qiyuan Zhang et al.2026 · 0 citationsarXiv
Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization2601.12078v2 · Linfeng Du, Ye Yuan, Zichen Zhao et al.2026 · 0 citationsarXiv
Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation2512.07650v1 · Fuyuan Lyu, Zhentai Chen, Jingyan Jiang et al.2025 · 0 citationsarXiv
Timing is Important: Risk-aware Fund Allocation based on Time-Series Forecasting2505.24835v3 · Fuyuan Lyu, Linfeng Du, Yunpeng Weng et al.2025 · 1 citationarXiv
A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?2503.24235v3 · Qiyuan Zhang, Fuyuan Lyu, Zexu Sun et al.2025 · 3 citationsarXiv
A Predict-Then-Optimize Customer Allocation Framework for Online Fund Recommendation2503.03165v1 · Xing Tang, Yunpeng Weng, Fuyuan Lyu et al.2025 · 0 citationsarXiv
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge2502.12501v2 · Qiyuan Zhang, Yufei Wang, Yuxin Jiang et al.2025 · 4 citationsarXiv
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models2411.15731v1 · Kexin Zhang, Fuyuan Lyu, Xing Tang et al.2024 · 5 citationsarXiv
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems2410.12229v3 · Ziqiang Cui, Yunpeng Weng, Xing Tang et al.2024 · 17 citationsarXiv
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References2410.05193v3 · Qiyuan Zhang, Yufei Wang, Tiezheng YU et al.2024 · 0 citationsarXiv
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction2408.08585v1 · Yunpeng Weng, Xing Tang, Zhenhao Xu et al.2024 · 5 citationsarXiv
Collaborative Performance Prediction for Large Language Models2407.01300v2 · Qiyuan Zhang, Fuyuan Lyu, Xue Liu et al.2024 · 1 citationarXiv
Toward a Better Understanding of Fourier Neural Operators from a Spectral Perspective2404.07200v2 · Shaoxiang Qin, Fuyuan Lyu, Wenhui Peng et al.2024 · 12 citationsarXiv
Touch the Core: Exploring Task Dependence Among Hybrid Targets for Recommendation2403.17442v2 · Xing Tang, Yang Qiao, Fuyuan Lyu et al.2024 · 10 citationsarXiv
Towards Automated Negative Sampling in Implicit Recommendation2311.03526v1 · Fuyuan Lyu, Yaochen Hu, Xing Tang et al.2023 · 0 citationsarXiv
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network2310.15342v2 · Fuyuan Lyu, Xing Tang, Dugang Liu et al.2023 · 0 citationsarXiv
OptMSM: Optimizing Multi-Scenario Modeling for Click-Through Rate Prediction2306.13382v1 · Xing Tang, Yang Qiao, Yuwen Fu et al.2023 · 5 citationsarXiv
Explicit Feature Interaction-aware Uplift Network for Online Marketing2306.00315v1 · Dugang Liu, Xing Tang, Han Gao et al.2023 · 19 citationsarXiv
Feature Representation Learning for Click-through Rate Prediction: A Review and New Perspectives2302.02241v1 · Fuyuan Lyu, Xing Tang, Dugang Liu et al.2023 · 1 citationarXiv
Optimizing Feature Set for Click-Through Rate Prediction2301.10909v2 · Fuyuan Lyu, Xing Tang, Dugang Liu et al.2023 · 31 citationsarXiv
Result Diversification in Search and Recommendation: A Survey2212.14464v4 · Haolun Wu, Yansen Zhang, Chen Ma et al.2022 · 45 citationsarXiv
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction2208.04482v2 · Fuyuan Lyu, Xing Tang, Hong Zhu et al.2022 · 33 citationsarXiv
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey2203.10480v2 · Yuecai Zhu, Fuyuan Lyu, Chengming Hu et al.2022 · 17 citationsarXiv
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction2108.01265v3 · Fuyuan Lyu, Xing Tang, Huifeng Guo et al.2021 · 1 citationarXiv
Cross-filter compression for CNN inference acceleration2005.09034v1 · Fuyuan Lyu, Shien Zhu, Weichen Liu2020 · 0 citationsarXiv
Career total: 41 works. 35 are in this corpus.
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