Binxuan Huang
8 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Architectures
(3)
Core AI
(3)
Knowledge & Reasoning
(2)
Learning Types · Machine Learning
(2)
Representation
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
sentiment classification
(2)
entity linking
(1)
convolutional neural network
(1)
text matching
(1)
bert model
(1)
graph representation
(1)
error detection
(1)
concept learning
(1)
continual pre-training
(1)
concept hierarchy
(1)
semantic similarity
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
entity embedding
(1)
dependency parsing
(1)
feature fusion
(1)
graph attention network
(1)
tabular data
(1)
weakly supervised learning
(1)
representation learning
(1)
Papers
Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues
ACL 2026
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
NAACL 2025
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
ACL 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog
ACL 2023
Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching
Interspeech 2020
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation
EMNLP 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
EMNLP 2019
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
EMNLP 2018