Kang Zhou
15 papers · 2020–2026 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Conference Pioneer
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(6)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Keywords
distant supervision
(2)
large language model
(2)
positive-unlabeled learning
(2)
prompt engineering
(2)
natural language processing
(1)
text classification
(1)
semi-supervised learning
(1)
knowledge distillation
(1)
performance optimization
(1)
natural language inference
(1)
relation extraction
(1)
curriculum learning
(1)
named entity recognition
(1)
text generation
(1)
entity disambiguation
(1)
autoregressive generation
(1)
context understanding
(1)
efficient computing
(1)
knowledge base
(1)
k-means clustering
(1)
Papers
Diffusion Language Model Inference with Monte Carlo Tree Search
EACL 2026
Learning to Ideate for Machine Learning Engineering Agents
EACL 2026
A Systematic Survey of Automatic Prompt Optimization Techniques
EMNLP 2025
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
NAACL 2025
Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style
ACL 2025
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
EMNLP 2025
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach
COLING 2025
Towards a More Generalized Approach in Open Relation Extraction
ACL 2025
GenDecider: Integrating “None of the Candidates” Judgments in Zero-Shot Entity Linking Re-ranking
NAACL 2024
Weakly-supervised Medical Image Segmentation with Gaze Annotations
MICCAI 2024
Improving Distantly Supervised Relation Extraction by Natural Language Inference
AAAI 2023
Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs
EMNLP 2023
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning
ACL 2022
From Dynamic Loading to Extensible Transformation: An Infrastructure for Dynamic Library Transformation
OSDI 2022
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
ECCV 2020