Cheng Huang
9 papers · 2023–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (31) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (62)
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Prolific Year · Productive
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Computer Vision
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Core AI
(2)
Models
(2)
Optimization & Theory
(2)
Processing
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Keywords
diffusion model
(2)
tropical cyclone forecasting
(2)
multimodal learning
(2)
deep learning
(2)
data augmentation
(1)
formal verification
(1)
text classification
(1)
privacy preservation
(1)
multilingual nlp
(1)
llm evaluation
(1)
trajectory prediction
(1)
language understanding
(1)
occlusion handling
(1)
multi-object tracking
(1)
trajectory tracking
(1)
text representation
(1)
secure aggregation
(1)
weather prediction
(1)
data association
(1)
object detection
(1)
Papers
EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning
AAAI 2025
PoWER Never Corrupts: Tool-Agnostic Verification of Crash Consistency and Corruption Detection
OSDI 2025
TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting
AAAI 2025
TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
ICML 2025
TLUE: A Tibetan Language Understanding Evaluation Benchmark
EMNLP 2025
DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking
CVPR 2024
Semantic Fusion Augmentation and Semantic Boundary Detection: A Novel Approach to Multi-Target Video Moment Retrieval
WACV 2024
SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection
ACL 2024
MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data
AAAI 2023