Kang Xu
11 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver
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Grand Slam
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Keyword Collector
(64)
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(5)
Core AI
(5)
Reinforcement Learning
(4)
Learning Types
(4)
Methods
(4)
Natural Language Processing
(3)
Learning Paradigms
(3)
Application Areas
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Keywords
reinforcement learning
(3)
cross-domain adaptation
(2)
dynamics mismatch
(2)
policy transfer
(2)
domain adaptation
(2)
domain generalization
(1)
policy optimization
(1)
benchmark evaluation
(1)
information extraction
(1)
in-context learning
(1)
argument extraction
(1)
preference optimization
(1)
event argument extraction
(1)
knowledge base
(1)
online learning
(1)
upper confidence bound
(1)
visual-semantic embedding
(1)
skill discovery
(1)
diffusion model
(1)
domain randomization
(1)
Papers
MicLog: Towards Accurate and Efficient LLM-based Log Parsing via Progressive Meta In-Context Learning
AAAI 2026
Online Preference Alignment for Language Models via Count-based Exploration
ICLR 2025
Constrained Ensemble Exploration for Unsupervised Skill Discovery
ICML 2024
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
ICML 2024
ODRL: A Benchmark for Off-Dynamics Reinforcement Learning
NeurIPS 2024
OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary
EMNLP 2024
Cross-Domain Policy Adaptation via Value-Guided Data Filtering
NeurIPS 2023
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
NeurIPS 2023
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation
AAAI 2023
MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction
ACL 2021
Fine-grained Image Classification by Visual-Semantic Embedding
IJCAI 2018