Minghua Chen
10 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (8)
π
Conference Polyglot
(5)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
ICML (4)
ICLR (3)
AAAI (1)
JMLR (1)
NSDI (1)
Top co-authors
Keywords
constrained optimization
(2)
multimodal learning
(1)
weak supervision
(1)
neural network optimization
(1)
interference suppression
(1)
dataset curation
(1)
backscatter communication
(1)
data curation
(1)
homeomorphic projection
(1)
invertible neural network
(1)
solution feasibility
(1)
multimodal data curation
(1)
weak supervision ensemble
(1)
data deduplication
(1)
quality-guided deduplication
(1)
signal-to-interference-plus-noise ratio
(1)
signal interference
(1)
downlink communication
(1)
homeomorphic mapping
(1)
direct sequence spread spectrum
(1)
Papers
Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set
ICML 2025
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation
AAAI 2025
Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
ICLR 2024
ReLU Network with Width $d+\mathcalO(1)$ Can Achieve Optimal Approximation Rate
ICML 2024
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping
ICLR 2024
Characterizing ResNetβs Universal Approximation Capability
ICML 2024
Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization
JMLR 2024
Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints
ICLR 2023
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set
ICML 2023
Passive DSSS: Empowering the Downlink Communication for Backscatter Systems
NSDI 2022