Cheng Liang
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
⭐
Rising Star
(5)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Techniques
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
question answering
(2)
representation learning
(2)
variational inference
(1)
video generation
(1)
attention mechanism
(1)
multimodal learning
(1)
video understanding
(1)
mutual information maximization
(1)
diffusion model
(1)
multimodal large language model
(1)
drug discovery
(1)
sparse attention
(1)
video benchmark
(1)
spatial transcriptomics
(1)
geometric consistency
(1)
molecular representation learning
(1)
incomplete multi-view clustering
(1)
memory bank
(1)
spatio-temporal information
(1)
large language model
(1)
Papers
Geometry-Aware Variational Information Maximization for Deep Incomplete Multi-view Clustering
AAAI 2026
PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering
AAAI 2026
VMonarch: Efficient Video Diffusion Transformers with Structured Attention
CVPR 2026
Image-Enhanced Hybrid Encoding with Reinforced Contrastive Learning for Spatial Domain Identification in Spatial Transcriptomics
IJCAI 2025
Online Video Understanding: OVBench and VideoChat-Online
CVPR 2025