Renjun Hu
11 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint 𧬠Topic Evolution
ποΈ
Keyword Collector
(61)
π
Conference Pioneer
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Deep Learning
(5)
Core Methods
(5)
Application Areas
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Data Science & Analytics
(3)
Natural Language Processing
(3)
Applications Β· Data Science & Analytics
(3)
Architectures
(3)
Applications Β· Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Keywords
large language model
(3)
data augmentation
(2)
attention mechanism
(2)
few-shot learning
(2)
image generation
(1)
ordinal regression
(1)
contrastive learning
(1)
user-item embedding
(1)
model evaluation
(1)
generative model
(1)
low-resource learning
(1)
class imbalance
(1)
graph embedding
(1)
multi-step planning
(1)
knowledge graph
(1)
feature interaction
(1)
self-supervised learning
(1)
inductive bia
(1)
benchmark evaluation
(1)
representation learning
(1)
Papers
Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration
AAAI 2026
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking
EMNLP 2025
LLMs Can Simulate Standardized Patients via Agent Coevolution
ACL 2025
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification
EMNLP 2025
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning
AAAI 2024
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite
COLING 2024
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
NeurIPS 2024
Robust Image Ordinal Regression with Controllable Image Generation
IJCAI 2023
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling
AAAI 2021
Why We Go Where We Go: Profiling User Decisions on Choosing POIs
IJCAI 2020
Joint Representation Learning for Multi-Modal Transportation Recommendation
AAAI 2019