Jian Song
10 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π
Renaissance Researcher
(7)
π
Grand Slam
Conferences
ICML (3)
AAAI (1)
ACL (1)
COLING (1)
EMNLP (1)
ICLR (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
Keywords
attention mechanism
(2)
land cover mapping
(2)
semantic matching
(2)
remote sensing
(2)
synthetic datum
(2)
question answering
(1)
computational efficiency
(1)
certified robustness
(1)
llm evaluation
(1)
temporal dynamics
(1)
reading comprehension
(1)
partial differential equation
(1)
image annotation
(1)
machine learning
(1)
spiking neural network
(1)
dependency parsing
(1)
randomized smoothing
(1)
adversarial defense
(1)
benchmark dataset
(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
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
NIPS 2024
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
ICML 2024
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection
WACV 2024
GNOT: A General Neural Operator Transformer for Operator Learning
ICML 2023
Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
ICLR 2023
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022
DABERT: Dual Attention Enhanced BERT for Semantic Matching
COLING 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing
ICML 2022