Huimin Chen
12 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π Keyword Champion (2)
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(62)
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Learning Types Β· Machine Learning
(7)
Deep Learning
(3)
Natural Language Processing
(3)
Core Methods
(3)
Learning Paradigms
(3)
Computer Science
(2)
Application Areas
(2)
Applications Β· Computer Science
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Keywords
large language model
(3)
neural network
(2)
sentiment control
(2)
semi-supervised learning
(2)
poetry generation
(2)
binary classification
(1)
natural language generation
(1)
image generation
(1)
kl divergence
(1)
direct preference optimization
(1)
reward modeling
(1)
question answering
(1)
text generation
(1)
information retrieval
(1)
adversarial training
(1)
preference learning
(1)
semantic search
(1)
legal case retrieval
(1)
dense retrieval
(1)
multimodal learning
(1)
Papers
Advancing LLM Reasoning Generalists with Preference Trees
ICLR 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG
NAACL 2025
PersLLM: A Personified Training Approach for Large Language Models
EMNLP 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
ACL 2025
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
EMNLP 2024
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs
EMNLP 2024
TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences
COLING 2024
Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework
AAAI 2021
Enhancing Stock Movement Prediction with Adversarial Training
IJCAI 2019
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System
ACL 2019
Sentiment-Controllable Chinese Poetry Generation
IJCAI 2019
Neural Sentiment Classification with User and Product Attention
EMNLP 2016