Wenxin Liang
8 papers · 2024–2026 · 5 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 · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Applications
(1)
Methods
(1)
Recognition
(1)
Keywords
contrastive learning
(2)
graph neural network
(2)
temporal knowledge graph
(2)
knowledge graph reasoning
(2)
sample efficiency
(1)
metric learning
(1)
few-shot learning
(1)
multimodal learning
(1)
class-incremental learning
(1)
query reformulation
(1)
semantic alignment
(1)
hypergraph embedding
(1)
community structure
(1)
multimodal large language model
(1)
visual feature
(1)
video question answering
(1)
hawkes process
(1)
negative sample
(1)
semantic textual similarity
(1)
audio-language model
(1)
Papers
TAPE: Task-Adaptive Prototype Evolution in Audio-Language Models for Fully Few-shot Class-incremental Audio Classification
CVPR 2026
Conditional Semantic Textual Similarity via Conditional Contrastive Learning
COLING 2025
Full Network Capacity Framework for Sample-Efficient Deep Reinforcement Learning
UAI 2025
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs
COLING 2025
Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models
AAAI 2025
SELP: A Semantically-Driven Approach for Separated and Accurate Class Prototypes in Few-Shot Text Classification
ACL 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding
COLING 2024
Video-Context Aligned Transformer for Video Question Answering
AAAI 2024