Mingyue Cheng
13 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver ποΈ Keyword Collector (72) π Renaissance Researcher (7)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Core AI
(8)
Natural Language Processing
(6)
Data Science & Analytics
(4)
Application Areas
(4)
Learning Types
(4)
Methods
(4)
Core Methods
(3)
Resources & Methods
(3)
Deep Learning
(2)
Applications
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Keywords
time series forecasting
(3)
retrieval-augmented generation
(2)
large language model
(2)
benchmark evaluation
(1)
logical reasoning
(1)
self-supervised learning
(1)
policy gradient
(1)
denoising
(1)
transformer
(1)
knowledge base
(1)
diffusion process
(1)
generative framework
(1)
distribution shift
(1)
maximum likelihood estimation
(1)
non-stationary time series
(1)
question answering
(1)
stability
(1)
diffusion model
(1)
benchmark dataset
(1)
feature learning
(1)
Papers
BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation
AAAI 2026
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation
AAAI 2026
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
AAAI 2026
Re3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination
ACL 2026
A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension
IJCAI 2025
am-ELO: A Stable Framework for Arena-based LLM Evaluation
ICML 2025
Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting
IJCAI 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
IJCAI 2025
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation
ACL 2025
TestAgent: An Adaptive and Intelligent Expert for Human Assessment
ACL 2025
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
ICML 2025
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
IJCAI 2025
Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
NeurIPS 2023