Chengyu Huang
10 papers · 2020–2026 · 5 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
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Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Learning Types
(5)
Application Areas
(4)
Applications Β· Natural Language Processing
(4)
Core AI
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Generation
(2)
Resources & Methods
(2)
Computer Science
(1)
Applications Β· Computer Science
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
text classification
(3)
large language model
(2)
language model
(2)
data augmentation
(2)
adversarial robustness
(1)
few-shot learning
(1)
contrastive learning
(1)
curriculum learning
(1)
multi-task learning
(1)
language model alignment
(1)
question answering
(1)
text generation
(1)
preference optimization
(1)
multimodal learning
(1)
sign language translation
(1)
neural architecture search
(1)
policy optimization
(1)
question classification
(1)
efficient computing
(1)
reinforcement learning
(1)
Papers
HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization
AAAI 2026
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization
EMNLP 2025
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection
AAAI 2025
SCOPE: Sign Language Contextual Processing with Embedding from LLMs
AAAI 2025
Training Language Models to Generate Text with Citations via Fine-grained Rewards
ACL 2024
Conversation Disentanglement with Bi-Level Contrastive Learning
EMNLP 2022
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning
NAACL 2021
Text Augmentation in a Multi-Task View
EACL 2021
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture
AAAI 2020
What Are People Asking About COVID-19? A Question Classification Dataset
ACL 2020