Jian Song
10 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver π Grand Slam π Renaissance Researcher (5)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(7)
Deep Learning
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Architectures
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Natural Language Processing
(3)
Applications Β· Natural Language Processing
(3)
Optimization & Theory
(3)
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(2)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Security & Privacy
(1)
Analysis
(1)
Applications Β· Computer Science
(1)
Keywords
attention mechanism
(2)
land cover mapping
(2)
semantic matching
(2)
remote sensing
(2)
synthetic data
(2)
question answering
(1)
computational efficiency
(1)
certified robustness
(1)
llm evaluation
(1)
temporal dynamics
(1)
reading comprehension
(1)
bilevel optimization
(1)
pretraining
(1)
image annotation
(1)
machine learning
(1)
dependency parsing
(1)
spiking neural network
(1)
physics-informed neural network
(1)
partial differential equation
(1)
domain adaptation
(1)
Papers
Activation-wise Propagation: A One-Timestep Strategy for Spiking Neural Networks
AAAI 2026
RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
ACL 2026
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
ICML 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
NeurIPS 2024
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection
WACV 2024
Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
ICLR 2023
GNOT: A General Neural Operator Transformer for Operator Learning
ICML 2023
DABERT: Dual Attention Enhanced BERT for Semantic Matching
COLING 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing
ICML 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022