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Mingyue Cheng — most-cited papers & profile · AI for Science
← authors
·
overview
Mingyue Cheng
27
papers ·
84
citations ·
19
h-index
University of Science and Technology of China · Zunyi Medical University · Stomatology Hospital · Henan Agricultural University · Nanjing Medical University
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Most-cited papers
Generative Pretrained Hierarchical Transformer for Time Series Forecasting
2024 · 44 citations
Hoh: A Dynamic Benchmark For Evaluating The Impact Of Outdated Information On Retrieval-augmented Generation
2025 · 14 citations
From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization
2025 · 14 citations
A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects
2025 · 6 citations
Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
2025 · 3 citations
Preference Trajectory Modeling via Flow Matching for Sequential Recommendation
2025 · 3 citations
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
2025
StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning
2026
BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation
2025
AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting
2025
Towards Stable and Structured Time Series Generation with Perturbation-Aware Flow Matching
2025
OneCast: Structured Decomposition and Modular Generation for Cross-Domain Time Series Forecasting
2025
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
2025
Improving Time Series Forecasting via Instance-aware Post-hoc Revision
2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
2025
Topics
cs.LG
cs.AI
cs.IR
Reinforcement Learning
Agentic
In-Context Learning
Training Techniques
Transformer Forecasters
Domain — Finance
RAG