Ran Chen
7 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
EMNLP (3)
ACL (1)
ACML (1)
CVPR (1)
ECCV (1)
Top co-authors
Research topics
Keywords
sequence generation
(1)
representation learning
(1)
contrastive learning
(1)
domain generalization
(1)
information retrieval
(1)
autoregressive generation
(1)
preference optimization
(1)
computational efficiency
(1)
model alignment
(1)
time series forecasting
(1)
graph structure learning
(1)
multivariate time series
(1)
inference optimization
(1)
graph convolution
(1)
zero-shot evaluation
(1)
reasoning model
(1)
long context
(1)
parallel decoding
(1)
domain-invariant representation
(1)
gradient dynamics
(1)
Papers
Rethinking Data Mixing from the Perspective of Large Language Models
ACL 2026
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence
EMNLP 2025
Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps
EMNLP 2025
Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation
EMNLP 2025
PCL: Proxy-Based Contrastive Learning for Domain Generalization
CVPR 2022
Balanced Spatial-Temporal Graph Structure Learning
for Multivariate Time Series Forecasting: A
Trade-off between Efficiency and Flexibility
ACML 2022
Dive Deeper Into Box for Object Detection
ECCV 2020