Chenghao Jia
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
model compression
(1)
benchmark evaluation
(1)
sentiment analysis
(1)
text classification
(1)
coreset selection
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
adversarial training
(1)
data-free distillation
(1)
out-of-distribution generalization
(1)
financial analysis
(1)
visual context
(1)
data compression
(1)
knowledge graph embedding
(1)
vision-language model
(1)
supervised fine-tuning
(1)
masked prediction
(1)
multimodal reasoning
(1)
Papers
Activating Visual Context and Commonsense Reasoning Through Masked Prediction in VLMs
AAAI 2026
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models
COLING 2025
LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models
NAACL 2025
Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data
NAACL 2021
Adversarial Self-Supervised Data-Free Distillation for Text Classification
EMNLP 2020
SynET: Synonym Expansion using Transitivity
EMNLP 2020