Weibin Meng
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Deep Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
instruction tuning
(2)
knowledge distillation
(2)
machine translation
(1)
semantic analysis
(1)
quality estimation
(1)
robot control
(1)
robot manipulation
(1)
semantic embedding
(1)
data selection
(1)
data quality
(1)
multimodal understanding
(1)
vision-language-action model
(1)
malware classification
(1)
student model
(1)
student-teacher learning
(1)
structural entropy
(1)
teacher model
(1)
pairwise evaluation
(1)
data purification
(1)
ransomware detection
(1)
Papers
ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction
AAAI 2026
MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
AAAI 2026
ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model
EMNLP 2025
SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training
AAAI 2025
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
EMNLP 2024
Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation
NeurIPS 2022
LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs
IJCAI 2019