Binxuan Huang
10 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
Conferences
ACL (3)
EMNLP (3)
IJCNLP (2)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Keywords
sentiment classification
(3)
user geolocation
(2)
dependency parsing
(2)
dependency graph
(2)
graph attention network
(2)
aspect level
(2)
neural network
(2)
graph representation
(1)
bert model
(1)
entity linking
(1)
semantic similarity
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
entity embedding
(1)
concept hierarchy
(1)
continual pre-training
(1)
text matching
(1)
tabular datum
(1)
concept learning
(1)
feature fusion
(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
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog
ACL 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
ACL 2023
Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching
INTERSPEECH 2020
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
EMNLP 2019
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation
IJCNLP 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
IJCNLP 2019
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation
EMNLP 2019
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
EMNLP 2018