Ming-syan Chen
13 papers · 2013–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
ποΈ
Keyword Collector
(78)
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Trend Setter
π
Century Club Β· Bronze
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Conference Pioneer
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(8)
Core AI
(6)
Application Areas
(5)
Deep Learning
(4)
Learning Types
(4)
Core Methods
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Architectures
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Keywords
federated learning
(2)
model compression
(2)
large margin learning
(1)
catastrophic forgetting
(1)
knowledge distillation
(1)
multi-task learning
(1)
matrix factorization
(1)
graph representation
(1)
graph classification
(1)
weakly supervised learning
(1)
domain adaptation
(1)
temporal reasoning
(1)
efficient inference
(1)
image-to-image translation
(1)
model quantization
(1)
gradient estimation
(1)
large margin classification
(1)
class imbalance
(1)
markov decision process
(1)
admm optimization
(1)
Papers
DeFuzzRAG: Handling Fuzzy Time Expressions for Temporal Robustness in Retrieval-Augmented Generation
AAAI 2026
LoGIC: Multi-LoRA Guided Importance Consensus for Multi-Task Pruning in Vision Transformers
AAAI 2026
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting
AAAI 2024
Incremental Reinforcement Learning with Dual-Adaptive Ξ΅-Greedy Exploration
AAAI 2023
Overcoming Forgetting Catastrophe in Quantization-Aware Training
ICCV 2023
Random Walk Conformer: Learning Graph Representation from Long and Short Range
AAAI 2023
SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning
NeurIPS 2023
AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation
CVPR 2022
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences
NeurIPS 2022
Attack As the Best Defense: Nullifying Image-to-Image Translation GANs via Limit-Aware Adversarial Attack
ICCV 2021
Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback
AAAI 2021
Video Event Detection by Inferring Temporal Instance Labels
CVPR 2014
Sample-Specific Late Fusion for Visual Category Recognition
CVPR 2013