Hong Xu
20 papers · 2016–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (9) π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(40)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(76)
π
Century Club
(20)
π
Trend Setter
β‘
Prolific Year
(6)
π₯
Unstoppable
(7)
Conferences
EMNLP (5)
ACL (4)
COLING (2)
IJCAI (2)
IJCNLP (2)
NAACL (2)
CONLL (1)
CVPR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
out-of-domain detection
(6)
large language model
(5)
dialogue system
(4)
adversarial augmentation
(3)
named entity recognition
(3)
model compression
(3)
knowledge distillation
(2)
contrastive learning
(2)
slot detection
(2)
label noise
(2)
representation learning
(2)
intent classification
(2)
task-oriented dialogue
(2)
unknown slot type
(2)
neural network optimization
(2)
corpus quality
(2)
semi-supervised learning
(2)
question answering
(1)
robust optimization
(1)
knowledge transfer
(1)
Papers
ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge
EMNLP 2025
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models
COLING 2025
Logits-Based Finetuning
EMNLP 2025
Towards Robust Learning to Optimize with Theoretical Guarantees
CVPR 2024
Adaptive Gating in Mixture-of-Experts based Language Models
EMNLP 2023
Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning
ACL 2022
Adversarial Self-Supervised Learning for Out-of-Domain Detection
NAACL 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
IJCNLP 2021
Data Cleaning Tools for Token Classification Tasks
NAACL 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
IJCNLP 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
ACL 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
ACL 2021
Identifying Incorrect Labels in the CoNLL-2003 Corpus
EMNLP 2020
A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space
COLING 2020
Identifying Incorrect Labels in the CoNLL-2003 Corpus
CONLL 2020
Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots
EMNLP 2020
Greedy Sampling for Approximate Clustering in the Presence of Outliers
NIPS 2019
Summary: Multi-Agent Path Finding with Kinematic Constraints
IJCAI 2017
Improved Solvers for Bounded-Suboptimal Multi-Agent Path Finding
IJCAI 2016